warning: commands will be executed using /bin/sh
job 1568 at Wed Jun 19 23:15:00 2013
FileBase	/isis3/andresg/Bud/buddy140_061813_reo/buddy140_061813_reo
ElecNo	1
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 2041054 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 680351 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 35943 members 
Mstep: Class 3 contains 35893 members 
Mstep: Class 4 contains 35622 members 
Mstep: Class 5 contains 35486 members 
Mstep: Class 6 contains 35844 members 
Mstep: Class 7 contains 35484 members 
Mstep: Class 8 contains 35984 members 
Mstep: Class 9 contains 35597 members 
Mstep: Class 10 contains 36019 members 
Mstep: Class 11 contains 35761 members 
Mstep: Class 12 contains 35545 members 
Mstep: Class 13 contains 35837 members 
Mstep: Class 14 contains 36112 members 
Mstep: Class 15 contains 36061 members 
Mstep: Class 16 contains 35856 members 
Mstep: Class 17 contains 35821 members 
Mstep: Class 18 contains 35812 members 
Mstep: Class 19 contains 35561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 792.489502 but Gain 2182.433594
Score: -39667472.000000 Penalty: 39283.816406
Iteration 0F: 19 clusters Score -3.966747e+07 nChanged 639293
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 40651 members 
Mstep: Class 3 contains 29355 members 
Mstep: Class 4 contains 31919 members 
Mstep: Class 5 contains 24136 members 
Mstep: Class 6 contains 25724 members 
Mstep: Class 7 contains 29332 members 
Mstep: Class 8 contains 34432 members 
Mstep: Class 10 contains 64765 members 
Mstep: Class 11 contains 67237 members 
Mstep: Class 12 contains 40753 members 
Mstep: Class 13 contains 29297 members 
Mstep: Class 14 contains 48908 members 
Mstep: Class 15 contains 42554 members 
Mstep: Class 16 contains 49662 members 
Mstep: Class 17 contains 27418 members 
Mstep: Class 18 contains 36322 members 
Mstep: Class 19 contains 27036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41208736.000000 Penalty: 39283.816406
Iteration 1F: 19 clusters Score -4.120874e+07 nChanged 186357
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 50104 members 
Mstep: Class 3 contains 21406 members 
Mstep: Class 4 contains 34957 members 
Mstep: Class 5 contains 18336 members 
Mstep: Class 6 contains 18947 members 
Mstep: Class 7 contains 20843 members 
Mstep: Class 8 contains 26804 members 
Mstep: Class 10 contains 82462 members 
Mstep: Class 11 contains 69504 members 
Mstep: Class 12 contains 46054 members 
Mstep: Class 13 contains 21116 members 
Mstep: Class 14 contains 65174 members 
Mstep: Class 15 contains 48096 members 
Mstep: Class 16 contains 54835 members 
Mstep: Class 17 contains 20956 members 
Mstep: Class 18 contains 31795 members 
Mstep: Class 19 contains 23903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41470112.000000 Penalty: 39283.816406
Iteration 2F: 19 clusters Score -4.147011e+07 nChanged 147970
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 56822 members 
Mstep: Class 3 contains 14411 members 
Mstep: Class 4 contains 36333 members 
Mstep: Class 5 contains 14588 members 
Mstep: Class 6 contains 15123 members 
Mstep: Class 7 contains 12348 members 
Mstep: Class 8 contains 23810 members 
Mstep: Class 10 contains 104438 members 
Mstep: Class 11 contains 64258 members 
Mstep: Class 12 contains 50220 members 
Mstep: Class 13 contains 14383 members 
Mstep: Class 14 contains 77148 members 
Mstep: Class 15 contains 52272 members 
Mstep: Class 16 contains 56736 members 
Mstep: Class 17 contains 17120 members 
Mstep: Class 18 contains 28432 members 
Mstep: Class 19 contains 22920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41608628.000000 Penalty: 39283.816406
Iteration 3F: 19 clusters Score -4.160863e+07 nChanged 112379
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 59476 members 
Mstep: Class 3 contains 9810 members 
Mstep: Class 4 contains 34005 members 
Mstep: Class 5 contains 11984 members 
Mstep: Class 6 contains 12717 members 
Mstep: Class 7 contains 7271 members 
Mstep: Class 8 contains 21937 members 
Mstep: Class 10 contains 130383 members 
Mstep: Class 11 contains 60211 members 
Mstep: Class 12 contains 50501 members 
Mstep: Class 13 contains 10238 members 
Mstep: Class 14 contains 82559 members 
Mstep: Class 15 contains 54809 members 
Mstep: Class 16 contains 56767 members 
Mstep: Class 17 contains 15532 members 
Mstep: Class 18 contains 25501 members 
Mstep: Class 19 contains 22894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702460.000000 Penalty: 39283.816406
Iteration 4F: 19 clusters Score -4.170246e+07 nChanged 96732
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 59337 members 
Mstep: Class 3 contains 6812 members 
Mstep: Class 4 contains 29802 members 
Mstep: Class 5 contains 9923 members 
Mstep: Class 6 contains 10967 members 
Mstep: Class 7 contains 4504 members 
Mstep: Class 8 contains 20531 members 
Mstep: Class 10 contains 160919 members 
Mstep: Class 11 contains 57856 members 
Mstep: Class 12 contains 48204 members 
Mstep: Class 13 contains 7623 members 
Mstep: Class 14 contains 82770 members 
Mstep: Class 15 contains 58203 members 
Mstep: Class 16 contains 54237 members 
Mstep: Class 17 contains 15197 members 
Mstep: Class 18 contains 22148 members 
Mstep: Class 19 contains 21997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41782748.000000 Penalty: 39283.816406
Iteration 5F: 19 clusters Score -4.178275e+07 nChanged 88315
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 57392 members 
Mstep: Class 3 contains 4815 members 
Mstep: Class 4 contains 25449 members 
Mstep: Class 5 contains 7958 members 
Mstep: Class 6 contains 9738 members 
Mstep: Class 7 contains 3023 members 
Mstep: Class 8 contains 19737 members 
Mstep: Class 10 contains 195539 members 
Mstep: Class 11 contains 57813 members 
Mstep: Class 12 contains 44579 members 
Mstep: Class 13 contains 5809 members 
Mstep: Class 14 contains 77862 members 
Mstep: Class 15 contains 62353 members 
Mstep: Class 16 contains 49064 members 
Mstep: Class 17 contains 15250 members 
Mstep: Class 18 contains 18718 members 
Mstep: Class 19 contains 19385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41857256.000000 Penalty: 39283.816406
Iteration 6F: 19 clusters Score -4.185726e+07 nChanged 81353
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 54912 members 
Mstep: Class 3 contains 3545 members 
Mstep: Class 4 contains 21864 members 
Mstep: Class 5 contains 6203 members 
Mstep: Class 6 contains 8759 members 
Mstep: Class 7 contains 2210 members 
Mstep: Class 8 contains 19255 members 
Mstep: Class 10 contains 232508 members 
Mstep: Class 11 contains 60678 members 
Mstep: Class 12 contains 39963 members 
Mstep: Class 13 contains 4573 members 
Mstep: Class 14 contains 68265 members 
Mstep: Class 15 contains 66382 members 
Mstep: Class 16 contains 41720 members 
Mstep: Class 17 contains 15328 members 
Mstep: Class 18 contains 15678 members 
Mstep: Class 19 contains 14963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41926020.000000 Penalty: 39283.816406
Iteration 7F: 19 clusters Score -4.192602e+07 nChanged 73617
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 52707 members 
Mstep: Class 3 contains 2689 members 
Mstep: Class 4 contains 19456 members 
Mstep: Class 5 contains 4803 members 
Mstep: Class 6 contains 7970 members 
Mstep: Class 7 contains 1783 members 
Mstep: Class 8 contains 18990 members 
Mstep: Class 10 contains 269293 members 
Mstep: Class 11 contains 65359 members 
Mstep: Class 12 contains 34919 members 
Mstep: Class 13 contains 3700 members 
Mstep: Class 14 contains 55977 members 
Mstep: Class 15 contains 69701 members 
Mstep: Class 16 contains 32786 members 
Mstep: Class 17 contains 15143 members 
Mstep: Class 18 contains 13235 members 
Mstep: Class 19 contains 9738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1485.121704 but Gain 2182.433594
Score: -41987164.000000 Penalty: 37101.382812
Iteration 8F: 18 clusters Score -4.198716e+07 nChanged 63717
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 50914 members 
Mstep: Class 3 contains 2107 members 
Mstep: Class 4 contains 17747 members 
Mstep: Class 5 contains 3802 members 
Mstep: Class 6 contains 7544 members 
Mstep: Class 7 contains 1613 members 
Mstep: Class 8 contains 18929 members 
Mstep: Class 10 contains 303257 members 
Mstep: Class 11 contains 70025 members 
Mstep: Class 12 contains 30162 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 44044 members 
Mstep: Class 15 contains 71821 members 
Mstep: Class 16 contains 23720 members 
Mstep: Class 17 contains 14911 members 
Mstep: Class 18 contains 11394 members 
Mstep: Class 19 contains 5268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2135.101562 but Gain 2182.433594
Score: -42037060.000000 Penalty: 34918.949219
Iteration 9F: 17 clusters Score -4.203706e+07 nChanged 50752
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 49183 members 
Mstep: Class 4 contains 16415 members 
Mstep: Class 5 contains 3166 members 
Mstep: Class 6 contains 7351 members 
Mstep: Class 7 contains 1630 members 
Mstep: Class 8 contains 18870 members 
Mstep: Class 10 contains 331728 members 
Mstep: Class 11 contains 73164 members 
Mstep: Class 12 contains 25701 members 
Mstep: Class 13 contains 2654 members 
Mstep: Class 14 contains 34415 members 
Mstep: Class 15 contains 72616 members 
Mstep: Class 16 contains 16067 members 
Mstep: Class 17 contains 14740 members 
Mstep: Class 18 contains 10138 members 
Mstep: Class 19 contains 2503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1250.421021 but Gain 2182.435547
Score: -42076072.000000 Penalty: 32736.513672
Iteration 10F: 16 clusters Score -4.207607e+07 nChanged 38682
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 47244 members 
Mstep: Class 4 contains 15129 members 
Mstep: Class 5 contains 2801 members 
Mstep: Class 6 contains 7305 members 
Mstep: Class 7 contains 1671 members 
Mstep: Class 8 contains 18951 members 
Mstep: Class 10 contains 354053 members 
Mstep: Class 11 contains 75615 members 
Mstep: Class 12 contains 21788 members 
Mstep: Class 13 contains 2425 members 
Mstep: Class 14 contains 27129 members 
Mstep: Class 15 contains 72145 members 
Mstep: Class 16 contains 10485 members 
Mstep: Class 17 contains 14492 members 
Mstep: Class 18 contains 9108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42101828.000000 Penalty: 32736.513672
Iteration 11F: 16 clusters Score -4.210183e+07 nChanged 28145
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 45170 members 
Mstep: Class 4 contains 13983 members 
Mstep: Class 5 contains 2582 members 
Mstep: Class 6 contains 7328 members 
Mstep: Class 7 contains 1700 members 
Mstep: Class 8 contains 18885 members 
Mstep: Class 10 contains 371476 members 
Mstep: Class 11 contains 76333 members 
Mstep: Class 12 contains 18498 members 
Mstep: Class 13 contains 2239 members 
Mstep: Class 14 contains 21803 members 
Mstep: Class 15 contains 70872 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 14212 members 
Mstep: Class 18 contains 8284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42116920.000000 Penalty: 32736.513672
Iteration 12Q: 16 clusters Score -4.211692e+07 nChanged 22490
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 43237 members 
Mstep: Class 4 contains 12839 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7378 members 
Mstep: Class 7 contains 1772 members 
Mstep: Class 8 contains 18817 members 
Mstep: Class 10 contains 385924 members 
Mstep: Class 11 contains 76825 members 
Mstep: Class 12 contains 15690 members 
Mstep: Class 13 contains 2112 members 
Mstep: Class 14 contains 17569 members 
Mstep: Class 15 contains 68930 members 
Mstep: Class 16 contains 5001 members 
Mstep: Class 17 contains 13997 members 
Mstep: Class 18 contains 7763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42128404.000000 Penalty: 32736.513672
Iteration 13Q: 16 clusters Score -4.21284e+07 nChanged 18765
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 41374 members 
Mstep: Class 4 contains 11800 members 
Mstep: Class 5 contains 2472 members 
Mstep: Class 6 contains 7416 members 
Mstep: Class 7 contains 1887 members 
Mstep: Class 8 contains 18716 members 
Mstep: Class 10 contains 398277 members 
Mstep: Class 11 contains 77177 members 
Mstep: Class 12 contains 13332 members 
Mstep: Class 13 contains 2060 members 
Mstep: Class 14 contains 14136 members 
Mstep: Class 15 contains 66548 members 
Mstep: Class 16 contains 3898 members 
Mstep: Class 17 contains 13875 members 
Mstep: Class 18 contains 7372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42137188.000000 Penalty: 32736.513672
Iteration 14Q: 16 clusters Score -4.213719e+07 nChanged 16108
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 39646 members 
Mstep: Class 4 contains 10849 members 
Mstep: Class 5 contains 2519 members 
Mstep: Class 6 contains 7442 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 18601 members 
Mstep: Class 10 contains 408900 members 
Mstep: Class 11 contains 77464 members 
Mstep: Class 12 contains 11309 members 
Mstep: Class 13 contains 2048 members 
Mstep: Class 14 contains 11314 members 
Mstep: Class 15 contains 64109 members 
Mstep: Class 16 contains 3274 members 
Mstep: Class 17 contains 13800 members 
Mstep: Class 18 contains 7030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42144148.000000 Penalty: 32736.513672
Iteration 15Q: 16 clusters Score -4.214415e+07 nChanged 14106
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 38033 members 
Mstep: Class 4 contains 10032 members 
Mstep: Class 5 contains 2594 members 
Mstep: Class 6 contains 7474 members 
Mstep: Class 7 contains 2253 members 
Mstep: Class 8 contains 18467 members 
Mstep: Class 10 contains 418129 members 
Mstep: Class 11 contains 77711 members 
Mstep: Class 12 contains 9584 members 
Mstep: Class 13 contains 2031 members 
Mstep: Class 14 contains 9064 members 
Mstep: Class 15 contains 61476 members 
Mstep: Class 16 contains 2988 members 
Mstep: Class 17 contains 13734 members 
Mstep: Class 18 contains 6770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42150060.000000 Penalty: 32736.513672
Iteration 16Q: 16 clusters Score -4.215006e+07 nChanged 12506
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 36513 members 
Mstep: Class 4 contains 9333 members 
Mstep: Class 5 contains 2687 members 
Mstep: Class 6 contains 7486 members 
Mstep: Class 7 contains 2538 members 
Mstep: Class 8 contains 18351 members 
Mstep: Class 10 contains 426217 members 
Mstep: Class 11 contains 77880 members 
Mstep: Class 12 contains 8126 members 
Mstep: Class 13 contains 2041 members 
Mstep: Class 14 contains 7301 members 
Mstep: Class 15 contains 58833 members 
Mstep: Class 16 contains 2822 members 
Mstep: Class 17 contains 13672 members 
Mstep: Class 18 contains 6541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42154680.000000 Penalty: 32736.513672
Iteration 17Q: 16 clusters Score -4.215468e+07 nChanged 11136
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 35000 members 
Mstep: Class 4 contains 8755 members 
Mstep: Class 5 contains 2780 members 
Mstep: Class 6 contains 7514 members 
Mstep: Class 7 contains 2897 members 
Mstep: Class 8 contains 18222 members 
Mstep: Class 10 contains 433321 members 
Mstep: Class 11 contains 78021 members 
Mstep: Class 12 contains 6926 members 
Mstep: Class 13 contains 2046 members 
Mstep: Class 14 contains 5887 members 
Mstep: Class 15 contains 56305 members 
Mstep: Class 16 contains 2738 members 
Mstep: Class 17 contains 13610 members 
Mstep: Class 18 contains 6319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42158500.000000 Penalty: 32736.513672
Iteration 18Q: 16 clusters Score -4.21585e+07 nChanged 9729
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 33603 members 
Mstep: Class 4 contains 8311 members 
Mstep: Class 5 contains 2898 members 
Mstep: Class 6 contains 7548 members 
Mstep: Class 7 contains 3276 members 
Mstep: Class 8 contains 18081 members 
Mstep: Class 10 contains 439363 members 
Mstep: Class 11 contains 78113 members 
Mstep: Class 12 contains 5934 members 
Mstep: Class 13 contains 2060 members 
Mstep: Class 14 contains 4790 members 
Mstep: Class 15 contains 54021 members 
Mstep: Class 16 contains 2680 members 
Mstep: Class 17 contains 13538 members 
Mstep: Class 18 contains 6125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42161776.000000 Penalty: 32736.513672
Iteration 19Q: 16 clusters Score -4.216178e+07 nChanged 8741
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 32302 members 
Mstep: Class 4 contains 7949 members 
Mstep: Class 5 contains 3039 members 
Mstep: Class 6 contains 7579 members 
Mstep: Class 7 contains 3622 members 
Mstep: Class 8 contains 17948 members 
Mstep: Class 10 contains 444664 members 
Mstep: Class 11 contains 78207 members 
Mstep: Class 12 contains 5093 members 
Mstep: Class 13 contains 2069 members 
Mstep: Class 14 contains 3981 members 
Mstep: Class 15 contains 51788 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 13516 members 
Mstep: Class 18 contains 5920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42164372.000000 Penalty: 32736.513672
Iteration 20F: 16 clusters Score -4.216437e+07 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 30982 members 
Mstep: Class 4 contains 7670 members 
Mstep: Class 5 contains 3179 members 
Mstep: Class 6 contains 7606 members 
Mstep: Class 7 contains 3973 members 
Mstep: Class 8 contains 17819 members 
Mstep: Class 10 contains 449346 members 
Mstep: Class 11 contains 78309 members 
Mstep: Class 12 contains 4423 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 3376 members 
Mstep: Class 15 contains 49760 members 
Mstep: Class 16 contains 2649 members 
Mstep: Class 17 contains 13468 members 
Mstep: Class 18 contains 5704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42166692.000000 Penalty: 32736.513672
Iteration 21Q: 16 clusters Score -4.216669e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 2 contains 29793 members 
Mstep: Class 4 contains 7452 members 
Mstep: Class 5 contains 3361 members 
Mstep: Class 6 contains 7628 members 
Mstep: Class 7 contains 4324 members 
Mstep: Class 8 contains 17677 members 
Mstep: Class 10 contains 453385 members 
Mstep: Class 11 contains 78372 members 
Mstep: Class 12 contains 3870 members 
Mstep: Class 13 contains 2090 members 
Mstep: Class 14 contains 2891 members 
Mstep: Class 15 contains 47896 members 
Mstep: Class 16 contains 2674 members 
Mstep: Class 17 contains 13410 members 
Mstep: Class 18 contains 5520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42168800.000000 Penalty: 32736.513672
Iteration 22Q: 16 clusters Score -4.21688e+07 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 2 contains 28695 members 
Mstep: Class 4 contains 7264 members 
Mstep: Class 5 contains 3527 members 
Mstep: Class 6 contains 7624 members 
Mstep: Class 7 contains 4640 members 
Mstep: Class 8 contains 17555 members 
Mstep: Class 10 contains 456984 members 
Mstep: Class 11 contains 78411 members 
Mstep: Class 12 contains 3434 members 
Mstep: Class 13 contains 2093 members 
Mstep: Class 14 contains 2541 members 
Mstep: Class 15 contains 46159 members 
Mstep: Class 16 contains 2714 members 
Mstep: Class 17 contains 13352 members 
Mstep: Class 18 contains 5351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170740.000000 Penalty: 32736.513672
Iteration 23Q: 16 clusters Score -4.217074e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 2 contains 27716 members 
Mstep: Class 4 contains 7176 members 
Mstep: Class 5 contains 3691 members 
Mstep: Class 6 contains 7618 members 
Mstep: Class 7 contains 4895 members 
Mstep: Class 8 contains 17414 members 
Mstep: Class 10 contains 460078 members 
Mstep: Class 11 contains 78471 members 
Mstep: Class 12 contains 3073 members 
Mstep: Class 13 contains 2100 members 
Mstep: Class 14 contains 2259 members 
Mstep: Class 15 contains 44582 members 
Mstep: Class 16 contains 2733 members 
Mstep: Class 17 contains 13347 members 
Mstep: Class 18 contains 5191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172080.000000 Penalty: 32736.513672
Iteration 24Q: 16 clusters Score -4.217208e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 2 contains 26839 members 
Mstep: Class 4 contains 7072 members 
Mstep: Class 5 contains 3851 members 
Mstep: Class 6 contains 7613 members 
Mstep: Class 7 contains 5148 members 
Mstep: Class 8 contains 17284 members 
Mstep: Class 10 contains 462737 members 
Mstep: Class 11 contains 78536 members 
Mstep: Class 12 contains 2794 members 
Mstep: Class 13 contains 2111 members 
Mstep: Class 14 contains 2055 members 
Mstep: Class 15 contains 43144 members 
Mstep: Class 16 contains 2799 members 
Mstep: Class 17 contains 13345 members 
Mstep: Class 18 contains 5016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173148.000000 Penalty: 32736.513672
Iteration 25Q: 16 clusters Score -4.217315e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 2 contains 26068 members 
Mstep: Class 4 contains 6978 members 
Mstep: Class 5 contains 4033 members 
Mstep: Class 6 contains 7579 members 
Mstep: Class 7 contains 5355 members 
Mstep: Class 8 contains 17130 members 
Mstep: Class 10 contains 465046 members 
Mstep: Class 11 contains 78585 members 
Mstep: Class 12 contains 2572 members 
Mstep: Class 13 contains 2107 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 41850 members 
Mstep: Class 16 contains 2882 members 
Mstep: Class 17 contains 13359 members 
Mstep: Class 18 contains 4882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173960.000000 Penalty: 32736.513672
Iteration 26Q: 16 clusters Score -4.217396e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 2 contains 25404 members 
Mstep: Class 4 contains 6861 members 
Mstep: Class 5 contains 4225 members 
Mstep: Class 6 contains 7565 members 
Mstep: Class 7 contains 5547 members 
Mstep: Class 8 contains 17000 members 
Mstep: Class 10 contains 467049 members 
Mstep: Class 11 contains 78613 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 2115 members 
Mstep: Class 14 contains 1792 members 
Mstep: Class 15 contains 40669 members 
Mstep: Class 16 contains 2983 members 
Mstep: Class 17 contains 13364 members 
Mstep: Class 18 contains 4770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174984.000000 Penalty: 32736.513672
Iteration 27Q: 16 clusters Score -4.217498e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 2 contains 24794 members 
Mstep: Class 4 contains 6743 members 
Mstep: Class 5 contains 4403 members 
Mstep: Class 6 contains 7548 members 
Mstep: Class 7 contains 5709 members 
Mstep: Class 8 contains 16878 members 
Mstep: Class 10 contains 468806 members 
Mstep: Class 11 contains 78636 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 2126 members 
Mstep: Class 14 contains 1697 members 
Mstep: Class 15 contains 39571 members 
Mstep: Class 16 contains 3124 members 
Mstep: Class 17 contains 13371 members 
Mstep: Class 18 contains 4693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175448.000000 Penalty: 32736.513672
Iteration 28Q: 16 clusters Score -4.217545e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 2 contains 24262 members 
Mstep: Class 4 contains 6608 members 
Mstep: Class 5 contains 4588 members 
Mstep: Class 6 contains 7537 members 
Mstep: Class 7 contains 5844 members 
Mstep: Class 8 contains 16794 members 
Mstep: Class 10 contains 470394 members 
Mstep: Class 11 contains 78657 members 
Mstep: Class 12 contains 2113 members 
Mstep: Class 13 contains 2138 members 
Mstep: Class 14 contains 1615 members 
Mstep: Class 15 contains 38526 members 
Mstep: Class 16 contains 3288 members 
Mstep: Class 17 contains 13350 members 
Mstep: Class 18 contains 4630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2156.566650 but Gain 2182.433594
Score: -42176196.000000 Penalty: 30554.080078
Iteration 29Q: 15 clusters Score -4.21762e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 2 contains 23828 members 
Mstep: Class 4 contains 6472 members 
Mstep: Class 5 contains 4755 members 
Mstep: Class 6 contains 7519 members 
Mstep: Class 7 contains 5963 members 
Mstep: Class 8 contains 16695 members 
Mstep: Class 10 contains 473264 members 
Mstep: Class 11 contains 78674 members 
Mstep: Class 12 contains 2079 members 
Mstep: Class 13 contains 2145 members 
Mstep: Class 15 contains 37571 members 
Mstep: Class 16 contains 3466 members 
Mstep: Class 17 contains 13323 members 
Mstep: Class 18 contains 4590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42178496.000000 Penalty: 30554.080078
Iteration 30Q: 15 clusters Score -4.21785e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 2 contains 23437 members 
Mstep: Class 4 contains 6334 members 
Mstep: Class 5 contains 4921 members 
Mstep: Class 6 contains 7511 members 
Mstep: Class 7 contains 6094 members 
Mstep: Class 8 contains 16623 members 
Mstep: Class 10 contains 474344 members 
Mstep: Class 11 contains 78713 members 
Mstep: Class 12 contains 2007 members 
Mstep: Class 13 contains 2155 members 
Mstep: Class 15 contains 36711 members 
Mstep: Class 16 contains 3683 members 
Mstep: Class 17 contains 13268 members 
Mstep: Class 18 contains 4543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42178980.000000 Penalty: 30554.080078
Iteration 31Q: 15 clusters Score -4.217898e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 2 contains 23072 members 
Mstep: Class 4 contains 6210 members 
Mstep: Class 5 contains 5091 members 
Mstep: Class 6 contains 7499 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 16561 members 
Mstep: Class 10 contains 475302 members 
Mstep: Class 11 contains 78731 members 
Mstep: Class 12 contains 1953 members 
Mstep: Class 13 contains 2159 members 
Mstep: Class 15 contains 35923 members 
Mstep: Class 16 contains 3925 members 
Mstep: Class 17 contains 13227 members 
Mstep: Class 18 contains 4502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42179632.000000 Penalty: 30554.080078
Iteration 32Q: 15 clusters Score -4.217963e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 2 contains 22760 members 
Mstep: Class 4 contains 6164 members 
Mstep: Class 5 contains 5228 members 
Mstep: Class 6 contains 7495 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 16502 members 
Mstep: Class 10 contains 476080 members 
Mstep: Class 11 contains 78750 members 
Mstep: Class 12 contains 1893 members 
Mstep: Class 13 contains 2153 members 
Mstep: Class 15 contains 35214 members 
Mstep: Class 16 contains 4176 members 
Mstep: Class 17 contains 13172 members 
Mstep: Class 18 contains 4474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42179992.000000 Penalty: 30554.080078
Iteration 33Q: 15 clusters Score -4.217999e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 2 contains 22516 members 
Mstep: Class 4 contains 6145 members 
Mstep: Class 5 contains 5372 members 
Mstep: Class 6 contains 7474 members 
Mstep: Class 7 contains 6348 members 
Mstep: Class 8 contains 16457 members 
Mstep: Class 10 contains 476758 members 
Mstep: Class 11 contains 78775 members 
Mstep: Class 12 contains 1842 members 
Mstep: Class 13 contains 2152 members 
Mstep: Class 15 contains 34582 members 
Mstep: Class 16 contains 4369 members 
Mstep: Class 17 contains 13105 members 
Mstep: Class 18 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42180548.000000 Penalty: 30554.080078
Iteration 34Q: 15 clusters Score -4.218055e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 2 contains 22312 members 
Mstep: Class 4 contains 6170 members 
Mstep: Class 5 contains 5487 members 
Mstep: Class 6 contains 7469 members 
Mstep: Class 7 contains 6412 members 
Mstep: Class 8 contains 16416 members 
Mstep: Class 10 contains 477307 members 
Mstep: Class 11 contains 78793 members 
Mstep: Class 12 contains 1808 members 
Mstep: Class 13 contains 2152 members 
Mstep: Class 15 contains 34010 members 
Mstep: Class 16 contains 4539 members 
Mstep: Class 17 contains 13030 members 
Mstep: Class 18 contains 4439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42181068.000000 Penalty: 30554.080078
Iteration 35Q: 15 clusters Score -4.218107e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 2 contains 22107 members 
Mstep: Class 4 contains 6244 members 
Mstep: Class 5 contains 5605 members 
Mstep: Class 6 contains 7456 members 
Mstep: Class 7 contains 6478 members 
Mstep: Class 8 contains 16376 members 
Mstep: Class 10 contains 477774 members 
Mstep: Class 11 contains 78809 members 
Mstep: Class 12 contains 1773 members 
Mstep: Class 13 contains 2153 members 
Mstep: Class 15 contains 33496 members 
Mstep: Class 16 contains 4682 members 
Mstep: Class 17 contains 12967 members 
Mstep: Class 18 contains 4424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42181516.000000 Penalty: 30554.080078
Iteration 36Q: 15 clusters Score -4.218152e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 2 contains 21949 members 
Mstep: Class 4 contains 6338 members 
Mstep: Class 5 contains 5710 members 
Mstep: Class 6 contains 7451 members 
Mstep: Class 7 contains 6539 members 
Mstep: Class 8 contains 16349 members 
Mstep: Class 10 contains 478134 members 
Mstep: Class 11 contains 78832 members 
Mstep: Class 12 contains 1747 members 
Mstep: Class 13 contains 2157 members 
Mstep: Class 15 contains 33009 members 
Mstep: Class 16 contains 4815 members 
Mstep: Class 17 contains 12896 members 
Mstep: Class 18 contains 4418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42181832.000000 Penalty: 30554.080078
Iteration 37Q: 15 clusters Score -4.218183e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 2 contains 21817 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 5803 members 
Mstep: Class 6 contains 7440 members 
Mstep: Class 7 contains 6589 members 
Mstep: Class 8 contains 16332 members 
Mstep: Class 10 contains 478466 members 
Mstep: Class 11 contains 78836 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 2163 members 
Mstep: Class 15 contains 32568 members 
Mstep: Class 16 contains 4899 members 
Mstep: Class 17 contains 12828 members 
Mstep: Class 18 contains 4412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182032.000000 Penalty: 30554.080078
Iteration 38Q: 15 clusters Score -4.218203e+07 nChanged 1309
Entering ConstructFrom: 
Score: -42182032.000000 Penalty: 30554.080078
Entering ConstructFrom: 
Trying to split cluster 2 (21735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Entering Unmasked Estep 
Score: -1419002.875000 Penalty: 1622.835327
	Iteration 0F: 2 clusters Score -1419003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1404277.500000 Penalty: 3245.670654
	Iteration 0F: 3 clusters Score -1404278 nChanged 9853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1409851.750000 Penalty: 3245.670654
	Iteration 1F: 3 clusters Score -1409852 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1410472.000000 Penalty: 3245.670654
	Iteration 2F: 3 clusters Score -1410472 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1411170.250000 Penalty: 3245.670654
	Iteration 3F: 3 clusters Score -1411170 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1412040.625000 Penalty: 3245.670654
	Iteration 4F: 3 clusters Score -1412041 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1413095.125000 Penalty: 3245.670654
	Iteration 5F: 3 clusters Score -1413095 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1414248.125000 Penalty: 3245.670654
	Iteration 6F: 3 clusters Score -1414248 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1415173.000000 Penalty: 3245.670654
	Iteration 7F: 3 clusters Score -1415173 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1415655.750000 Penalty: 3245.670654
	Iteration 8Q: 3 clusters Score -1415656 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1415952.250000 Penalty: 3245.670654
	Iteration 9Q: 3 clusters Score -1415952 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -1416196.375000 Penalty: 3245.670654
	Iteration 10Q: 3 clusters Score -1416196 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1416405.875000 Penalty: 3245.670654
	Iteration 11Q: 3 clusters Score -1416406 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -1416596.375000 Penalty: 3245.670654
	Iteration 12Q: 3 clusters Score -1416596 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1416759.875000 Penalty: 3245.670654
	Iteration 13Q: 3 clusters Score -1416760 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -1416884.250000 Penalty: 3245.670654
	Iteration 14Q: 3 clusters Score -1416884 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -1416991.625000 Penalty: 3245.670654
	Iteration 15Q: 3 clusters Score -1416992 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1417086.250000 Penalty: 3245.670654
	Iteration 16Q: 3 clusters Score -1417086 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -1417156.500000 Penalty: 3245.670654
	Iteration 17Q: 3 clusters Score -1417156 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -1417218.500000 Penalty: 3245.670654
	Iteration 18Q: 3 clusters Score -1417218 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -1417264.250000 Penalty: 3245.670654
	Iteration 19Q: 3 clusters Score -1417264 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -1417314.000000 Penalty: 3245.670654
	Iteration 20F: 3 clusters Score -1417314 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -1417350.375000 Penalty: 3245.670654
	Iteration 21Q: 3 clusters Score -1417350 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -1417387.875000 Penalty: 3245.670654
	Iteration 22Q: 3 clusters Score -1417388 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -1417408.250000 Penalty: 3245.670654
	Iteration 23Q: 3 clusters Score -1417408 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -1417427.375000 Penalty: 3245.670654
	Iteration 24Q: 3 clusters Score -1417427 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -1417441.625000 Penalty: 3245.670654
	Iteration 25Q: 3 clusters Score -1417442 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -1417459.750000 Penalty: 3245.670654
	Iteration 26Q: 3 clusters Score -1417460 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -1417475.125000 Penalty: 3245.670654
	Iteration 27Q: 3 clusters Score -1417475 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -1417487.250000 Penalty: 3245.670654
	Iteration 28Q: 3 clusters Score -1417487 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -1417500.875000 Penalty: 3245.670654
	Iteration 29Q: 3 clusters Score -1417501 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -1417507.375000 Penalty: 3245.670654
	Iteration 30Q: 3 clusters Score -1417507 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -1417525.375000 Penalty: 3245.670654
	Iteration 31Q: 3 clusters Score -1417525 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -1417543.500000 Penalty: 3245.670654
	Iteration 32Q: 3 clusters Score -1417544 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -1417559.125000 Penalty: 3245.670654
	Iteration 33Q: 3 clusters Score -1417559 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -1417580.125000 Penalty: 3245.670654
	Iteration 34Q: 3 clusters Score -1417580 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -1417590.625000 Penalty: 3245.670654
	Iteration 35Q: 3 clusters Score -1417591 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -1417603.875000 Penalty: 3245.670654
	Iteration 36Q: 3 clusters Score -1417604 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -1417620.250000 Penalty: 3245.670654
	Iteration 37Q: 3 clusters Score -1417620 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -1417630.125000 Penalty: 3245.670654
	Iteration 38Q: 3 clusters Score -1417630 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -1417635.125000 Penalty: 3245.670654
	Iteration 39Q: 3 clusters Score -1417635 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -1417644.000000 Penalty: 3245.670654
	Iteration 40F: 3 clusters Score -1417644 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -1417654.875000 Penalty: 3245.670654
	Iteration 41Q: 3 clusters Score -1417655 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -1417664.625000 Penalty: 3245.670654
	Iteration 42Q: 3 clusters Score -1417665 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -1417668.250000 Penalty: 3245.670654
	Iteration 43Q: 3 clusters Score -1417668 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -1417677.500000 Penalty: 3245.670654
	Iteration 44Q: 3 clusters Score -1417678 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -1417683.875000 Penalty: 3245.670654
	Iteration 45Q: 3 clusters Score -1417684 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -1417694.000000 Penalty: 3245.670654
	Iteration 46Q: 3 clusters Score -1417694 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -1417698.750000 Penalty: 3245.670654
	Iteration 47Q: 3 clusters Score -1417699 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -1417704.125000 Penalty: 3245.670654
	Iteration 48Q: 3 clusters Score -1417704 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -1417706.500000 Penalty: 3245.670654
	Iteration 49Q: 3 clusters Score -1417706 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -1417715.625000 Penalty: 3245.670654
	Iteration 50Q: 3 clusters Score -1417716 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -1417722.250000 Penalty: 3245.670654
	Iteration 51Q: 3 clusters Score -1417722 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -1417727.125000 Penalty: 3245.670654
	Iteration 52Q: 3 clusters Score -1417727 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -1417729.875000 Penalty: 3245.670654
	Iteration 53Q: 3 clusters Score -1417730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -1417731.750000 Penalty: 3245.670654
	Iteration 54Q: 3 clusters Score -1417732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -1417728.250000 Penalty: 3245.670654
	Iteration 55Q: 3 clusters Score -1417728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -1417730.000000 Penalty: 3245.670654
	Iteration 56Q: 3 clusters Score -1417730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -1417734.875000 Penalty: 3245.670654
	Iteration 57Q: 3 clusters Score -1417735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -1417734.500000 Penalty: 3245.670654
	Iteration 58Q: 3 clusters Score -1417734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -1417735.750000 Penalty: 3245.670654
	Iteration 59Q: 3 clusters Score -1417736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -1417736.625000 Penalty: 3245.670654
	Iteration 60F: 3 clusters Score -1417737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -1417734.750000 Penalty: 3245.670654
	Iteration 61Q: 3 clusters Score -1417735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -1417735.625000 Penalty: 3245.670654
	Iteration 62Q: 3 clusters Score -1417736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -1417737.250000 Penalty: 3245.670654
	Iteration 63Q: 3 clusters Score -1417737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -1417733.875000 Penalty: 3245.670654
	Iteration 64Q: 3 clusters Score -1417734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -1417736.375000 Penalty: 3245.670654
	Iteration 65Q: 3 clusters Score -1417736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -1417739.500000 Penalty: 3245.670654
	Iteration 66Q: 3 clusters Score -1417740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -1417739.750000 Penalty: 3245.670654
	Iteration 67Q: 3 clusters Score -1417740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -1417739.875000 Penalty: 3245.670654
	Iteration 68Q: 3 clusters Score -1417740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -1417741.000000 Penalty: 3245.670654
	Iteration 69Q: 3 clusters Score -1417741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -1417740.250000 Penalty: 3245.670654
	Iteration 70Q: 3 clusters Score -1417740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -1417744.000000 Penalty: 3245.670654
	Iteration 71Q: 3 clusters Score -1417744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -1417743.000000 Penalty: 3245.670654
	Iteration 72Q: 3 clusters Score -1417743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -1417742.375000 Penalty: 3245.670654
	Iteration 73Q: 3 clusters Score -1417742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -1417741.375000 Penalty: 3245.670654
	Iteration 74Q: 3 clusters Score -1417741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -1417744.625000 Penalty: 3245.670654
	Iteration 75Q: 3 clusters Score -1417745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -1417741.750000 Penalty: 3245.670654
	Iteration 76Q: 3 clusters Score -1417742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -1417742.750000 Penalty: 3245.670654
	Iteration 77Q: 3 clusters Score -1417743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -1417743.500000 Penalty: 3245.670654
	Iteration 78Q: 3 clusters Score -1417744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -1417743.500000 Penalty: 3245.670654
	Iteration 79Q: 3 clusters Score -1417744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -1417745.500000 Penalty: 3245.670654
	Iteration 80F: 3 clusters Score -1417746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -1417745.000000 Penalty: 3245.670654
	Iteration 81Q: 3 clusters Score -1417745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -1417745.625000 Penalty: 3245.670654
	Iteration 82Q: 3 clusters Score -1417746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -1417745.375000 Penalty: 3245.670654
	Iteration 83Q: 3 clusters Score -1417745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -1417746.625000 Penalty: 3245.670654
	Iteration 84Q: 3 clusters Score -1417747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -1417746.625000 Penalty: 3245.670654
	Iteration 85F: 3 clusters Score -1417747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Entering Unmasked Estep 
Score: -443629.312500 Penalty: 1429.331299
	Iteration 0F: 2 clusters Score -443629.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -438651.343750 Penalty: 2858.662598
	Iteration 0F: 3 clusters Score -438651.3 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -440145.937500 Penalty: 2858.662598
	Iteration 1F: 3 clusters Score -440145.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -440396.562500 Penalty: 2858.662598
	Iteration 2F: 3 clusters Score -440396.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -440608.718750 Penalty: 2858.662598
	Iteration 3F: 3 clusters Score -440608.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -440777.312500 Penalty: 2858.662598
	Iteration 4Q: 3 clusters Score -440777.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -440934.281250 Penalty: 2858.662598
	Iteration 5Q: 3 clusters Score -440934.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -441101.031250 Penalty: 2858.662598
	Iteration 6Q: 3 clusters Score -441101 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -441288.500000 Penalty: 2858.662598
	Iteration 7Q: 3 clusters Score -441288.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -441476.750000 Penalty: 2858.662598
	Iteration 8Q: 3 clusters Score -441476.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -441664.375000 Penalty: 2858.662598
	Iteration 9Q: 3 clusters Score -441664.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -441834.093750 Penalty: 2858.662598
	Iteration 10Q: 3 clusters Score -441834.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -441947.343750 Penalty: 2858.662598
	Iteration 11Q: 3 clusters Score -441947.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -442015.875000 Penalty: 2858.662598
	Iteration 12Q: 3 clusters Score -442015.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -442057.781250 Penalty: 2858.662598
	Iteration 13Q: 3 clusters Score -442057.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -442086.093750 Penalty: 2858.662598
	Iteration 14Q: 3 clusters Score -442086.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -442113.531250 Penalty: 2858.662598
	Iteration 15Q: 3 clusters Score -442113.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -442133.562500 Penalty: 2858.662598
	Iteration 16Q: 3 clusters Score -442133.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -442145.687500 Penalty: 2858.662598
	Iteration 17Q: 3 clusters Score -442145.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -442159.031250 Penalty: 2858.662598
	Iteration 18Q: 3 clusters Score -442159 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -442169.468750 Penalty: 2858.662598
	Iteration 19Q: 3 clusters Score -442169.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -442175.312500 Penalty: 2858.662598
	Iteration 20F: 3 clusters Score -442175.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -442183.406250 Penalty: 2858.662598
	Iteration 21Q: 3 clusters Score -442183.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -442189.937500 Penalty: 2858.662598
	Iteration 22Q: 3 clusters Score -442189.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -442196.062500 Penalty: 2858.662598
	Iteration 23Q: 3 clusters Score -442196.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -442203.937500 Penalty: 2858.662598
	Iteration 24Q: 3 clusters Score -442203.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -442212.281250 Penalty: 2858.662598
	Iteration 25Q: 3 clusters Score -442212.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -442219.062500 Penalty: 2858.662598
	Iteration 26Q: 3 clusters Score -442219.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -442225.281250 Penalty: 2858.662598
	Iteration 27Q: 3 clusters Score -442225.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -442232.531250 Penalty: 2858.662598
	Iteration 28Q: 3 clusters Score -442232.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -442237.437500 Penalty: 2858.662598
	Iteration 29Q: 3 clusters Score -442237.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -442245.218750 Penalty: 2858.662598
	Iteration 30Q: 3 clusters Score -442245.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -442250.812500 Penalty: 2858.662598
	Iteration 31Q: 3 clusters Score -442250.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -442261.031250 Penalty: 2858.662598
	Iteration 32Q: 3 clusters Score -442261 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -442273.343750 Penalty: 2858.662598
	Iteration 33Q: 3 clusters Score -442273.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -442280.656250 Penalty: 2858.662598
	Iteration 34Q: 3 clusters Score -442280.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -442286.562500 Penalty: 2858.662598
	Iteration 35Q: 3 clusters Score -442286.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -442294.593750 Penalty: 2858.662598
	Iteration 36Q: 3 clusters Score -442294.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -442300.562500 Penalty: 2858.662598
	Iteration 37Q: 3 clusters Score -442300.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -442305.593750 Penalty: 2858.662598
	Iteration 38Q: 3 clusters Score -442305.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -442310.531250 Penalty: 2858.662598
	Iteration 39Q: 3 clusters Score -442310.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -442315.468750 Penalty: 2858.662598
	Iteration 40F: 3 clusters Score -442315.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -442317.093750 Penalty: 2858.662598
	Iteration 41Q: 3 clusters Score -442317.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -442322.343750 Penalty: 2858.662598
	Iteration 42Q: 3 clusters Score -442322.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -442329.000000 Penalty: 2858.662598
	Iteration 43Q: 3 clusters Score -442329 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -442335.500000 Penalty: 2858.662598
	Iteration 44Q: 3 clusters Score -442335.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -442340.375000 Penalty: 2858.662598
	Iteration 45Q: 3 clusters Score -442340.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -442346.062500 Penalty: 2858.662598
	Iteration 46Q: 3 clusters Score -442346.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -442350.468750 Penalty: 2858.662598
	Iteration 47Q: 3 clusters Score -442350.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -442354.625000 Penalty: 2858.662598
	Iteration 48Q: 3 clusters Score -442354.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -442356.281250 Penalty: 2858.662598
	Iteration 49Q: 3 clusters Score -442356.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -442360.281250 Penalty: 2858.662598
	Iteration 50Q: 3 clusters Score -442360.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -442361.625000 Penalty: 2858.662598
	Iteration 51Q: 3 clusters Score -442361.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -442363.687500 Penalty: 2858.662598
	Iteration 52Q: 3 clusters Score -442363.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -442366.593750 Penalty: 2858.662598
	Iteration 53Q: 3 clusters Score -442366.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -442367.812500 Penalty: 2858.662598
	Iteration 54Q: 3 clusters Score -442367.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -442368.531250 Penalty: 2858.662598
	Iteration 55Q: 3 clusters Score -442368.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -442371.718750 Penalty: 2858.662598
	Iteration 56Q: 3 clusters Score -442371.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -442380.000000 Penalty: 2858.662598
	Iteration 57Q: 3 clusters Score -442380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -442385.062500 Penalty: 2858.662598
	Iteration 58Q: 3 clusters Score -442385.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -442388.812500 Penalty: 2858.662598
	Iteration 59Q: 3 clusters Score -442388.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -442393.625000 Penalty: 2858.662598
	Iteration 60F: 3 clusters Score -442393.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -442398.093750 Penalty: 2858.662598
	Iteration 61Q: 3 clusters Score -442398.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -442399.281250 Penalty: 2858.662598
	Iteration 62Q: 3 clusters Score -442399.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -442401.593750 Penalty: 2858.662598
	Iteration 63Q: 3 clusters Score -442401.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -442402.281250 Penalty: 2858.662598
	Iteration 64Q: 3 clusters Score -442402.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -442402.718750 Penalty: 2858.662598
	Iteration 65Q: 3 clusters Score -442402.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -442403.156250 Penalty: 2858.662598
	Iteration 66Q: 3 clusters Score -442403.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -442403.312500 Penalty: 2858.662598
	Iteration 67Q: 3 clusters Score -442403.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -442403.312500 Penalty: 2858.662598
	Iteration 68F: 3 clusters Score -442403.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Entering Unmasked Estep 
Score: -364154.593750 Penalty: 1410.333008
	Iteration 0F: 2 clusters Score -364154.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -359634.968750 Penalty: 2820.666016
	Iteration 0F: 3 clusters Score -359635 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -360948.031250 Penalty: 2820.666016
	Iteration 1F: 3 clusters Score -360948 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -361174.375000 Penalty: 2820.666016
	Iteration 2F: 3 clusters Score -361174.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -361349.718750 Penalty: 2820.666016
	Iteration 3F: 3 clusters Score -361349.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -361498.843750 Penalty: 2820.666016
	Iteration 4Q: 3 clusters Score -361498.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -361635.437500 Penalty: 2820.666016
	Iteration 5Q: 3 clusters Score -361635.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -361786.812500 Penalty: 2820.666016
	Iteration 6Q: 3 clusters Score -361786.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -361966.500000 Penalty: 2820.666016
	Iteration 7Q: 3 clusters Score -361966.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -362143.687500 Penalty: 2820.666016
	Iteration 8Q: 3 clusters Score -362143.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -362291.218750 Penalty: 2820.666016
	Iteration 9Q: 3 clusters Score -362291.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -362425.375000 Penalty: 2820.666016
	Iteration 10Q: 3 clusters Score -362425.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -362538.937500 Penalty: 2820.666016
	Iteration 11Q: 3 clusters Score -362538.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -362623.906250 Penalty: 2820.666016
	Iteration 12Q: 3 clusters Score -362623.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -362688.531250 Penalty: 2820.666016
	Iteration 13Q: 3 clusters Score -362688.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -362732.218750 Penalty: 2820.666016
	Iteration 14Q: 3 clusters Score -362732.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -362781.500000 Penalty: 2820.666016
	Iteration 15Q: 3 clusters Score -362781.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -362817.781250 Penalty: 2820.666016
	Iteration 16Q: 3 clusters Score -362817.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -362842.562500 Penalty: 2820.666016
	Iteration 17Q: 3 clusters Score -362842.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -362869.281250 Penalty: 2820.666016
	Iteration 18Q: 3 clusters Score -362869.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -362883.031250 Penalty: 2820.666016
	Iteration 19Q: 3 clusters Score -362883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -362889.625000 Penalty: 2820.666016
	Iteration 20F: 3 clusters Score -362889.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -362895.468750 Penalty: 2820.666016
	Iteration 21Q: 3 clusters Score -362895.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -362898.875000 Penalty: 2820.666016
	Iteration 22Q: 3 clusters Score -362898.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -362903.218750 Penalty: 2820.666016
	Iteration 23Q: 3 clusters Score -362903.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -362905.750000 Penalty: 2820.666016
	Iteration 24Q: 3 clusters Score -362905.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -362906.562500 Penalty: 2820.666016
	Iteration 25Q: 3 clusters Score -362906.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -362909.187500 Penalty: 2820.666016
	Iteration 26Q: 3 clusters Score -362909.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -362913.625000 Penalty: 2820.666016
	Iteration 27Q: 3 clusters Score -362913.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -362918.312500 Penalty: 2820.666016
	Iteration 28Q: 3 clusters Score -362918.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -362921.781250 Penalty: 2820.666016
	Iteration 29Q: 3 clusters Score -362921.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -362922.531250 Penalty: 2820.666016
	Iteration 30Q: 3 clusters Score -362922.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -362922.968750 Penalty: 2820.666016
	Iteration 31Q: 3 clusters Score -362923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -362926.125000 Penalty: 2820.666016
	Iteration 32Q: 3 clusters Score -362926.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -362928.187500 Penalty: 2820.666016
	Iteration 33Q: 3 clusters Score -362928.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -362928.968750 Penalty: 2820.666016
	Iteration 34Q: 3 clusters Score -362929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -362931.062500 Penalty: 2820.666016
	Iteration 35Q: 3 clusters Score -362931.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -362933.281250 Penalty: 2820.666016
	Iteration 36Q: 3 clusters Score -362933.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -362935.281250 Penalty: 2820.666016
	Iteration 37Q: 3 clusters Score -362935.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -362940.593750 Penalty: 2820.666016
	Iteration 38Q: 3 clusters Score -362940.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -362944.968750 Penalty: 2820.666016
	Iteration 39Q: 3 clusters Score -362945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -362947.281250 Penalty: 2820.666016
	Iteration 40F: 3 clusters Score -362947.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -362950.156250 Penalty: 2820.666016
	Iteration 41Q: 3 clusters Score -362950.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -362953.906250 Penalty: 2820.666016
	Iteration 42Q: 3 clusters Score -362953.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -362956.343750 Penalty: 2820.666016
	Iteration 43Q: 3 clusters Score -362956.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -362958.812500 Penalty: 2820.666016
	Iteration 44Q: 3 clusters Score -362958.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -362960.187500 Penalty: 2820.666016
	Iteration 45Q: 3 clusters Score -362960.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -362961.281250 Penalty: 2820.666016
	Iteration 46Q: 3 clusters Score -362961.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -362962.718750 Penalty: 2820.666016
	Iteration 47Q: 3 clusters Score -362962.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -362963.906250 Penalty: 2820.666016
	Iteration 48Q: 3 clusters Score -362963.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -362967.031250 Penalty: 2820.666016
	Iteration 49Q: 3 clusters Score -362967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -362968.968750 Penalty: 2820.666016
	Iteration 50Q: 3 clusters Score -362969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -362971.218750 Penalty: 2820.666016
	Iteration 51Q: 3 clusters Score -362971.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -362973.812500 Penalty: 2820.666016
	Iteration 52Q: 3 clusters Score -362973.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -362978.468750 Penalty: 2820.666016
	Iteration 53Q: 3 clusters Score -362978.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -362980.156250 Penalty: 2820.666016
	Iteration 54Q: 3 clusters Score -362980.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -362980.625000 Penalty: 2820.666016
	Iteration 55Q: 3 clusters Score -362980.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -362980.812500 Penalty: 2820.666016
	Iteration 56Q: 3 clusters Score -362980.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -362980.812500 Penalty: 2820.666016
	Iteration 57F: 3 clusters Score -362980.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Entering Unmasked Estep 
Score: -461043.375000 Penalty: 1448.430054
	Iteration 0F: 2 clusters Score -461043.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -455501.093750 Penalty: 2896.860107
	Iteration 0F: 3 clusters Score -455501.1 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -457180.937500 Penalty: 2896.860107
	Iteration 1F: 3 clusters Score -457180.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -457389.437500 Penalty: 2896.860107
	Iteration 2F: 3 clusters Score -457389.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -457606.375000 Penalty: 2896.860107
	Iteration 3F: 3 clusters Score -457606.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -457891.000000 Penalty: 2896.860107
	Iteration 4F: 3 clusters Score -457891 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -458308.718750 Penalty: 2896.860107
	Iteration 5F: 3 clusters Score -458308.7 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -458872.687500 Penalty: 2896.860107
	Iteration 6F: 3 clusters Score -458872.7 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -459440.968750 Penalty: 2896.860107
	Iteration 7F: 3 clusters Score -459441 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -459861.343750 Penalty: 2896.860107
	Iteration 8F: 3 clusters Score -459861.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -460163.781250 Penalty: 2896.860107
	Iteration 9Q: 3 clusters Score -460163.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -460335.906250 Penalty: 2896.860107
	Iteration 10Q: 3 clusters Score -460335.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -460417.281250 Penalty: 2896.860107
	Iteration 11Q: 3 clusters Score -460417.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -460457.531250 Penalty: 2896.860107
	Iteration 12Q: 3 clusters Score -460457.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -460490.750000 Penalty: 2896.860107
	Iteration 13Q: 3 clusters Score -460490.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -460515.593750 Penalty: 2896.860107
	Iteration 14Q: 3 clusters Score -460515.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -460541.156250 Penalty: 2896.860107
	Iteration 15Q: 3 clusters Score -460541.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -460564.750000 Penalty: 2896.860107
	Iteration 16Q: 3 clusters Score -460564.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -460586.218750 Penalty: 2896.860107
	Iteration 17Q: 3 clusters Score -460586.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -460605.406250 Penalty: 2896.860107
	Iteration 18Q: 3 clusters Score -460605.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -460617.875000 Penalty: 2896.860107
	Iteration 19Q: 3 clusters Score -460617.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -460634.031250 Penalty: 2896.860107
	Iteration 20F: 3 clusters Score -460634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -460646.187500 Penalty: 2896.860107
	Iteration 21Q: 3 clusters Score -460646.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -460656.812500 Penalty: 2896.860107
	Iteration 22Q: 3 clusters Score -460656.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -460668.187500 Penalty: 2896.860107
	Iteration 23Q: 3 clusters Score -460668.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -460677.906250 Penalty: 2896.860107
	Iteration 24Q: 3 clusters Score -460677.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -460680.625000 Penalty: 2896.860107
	Iteration 25Q: 3 clusters Score -460680.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -460682.125000 Penalty: 2896.860107
	Iteration 26Q: 3 clusters Score -460682.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -460681.875000 Penalty: 2896.860107
	Iteration 27Q: 3 clusters Score -460681.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -460681.875000 Penalty: 2896.860107
	Iteration 28F: 3 clusters Score -460681.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Entering Unmasked Estep 
Score: -411259.500000 Penalty: 1429.994019
	Iteration 0F: 2 clusters Score -411259.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -406284.750000 Penalty: 2859.988037
	Iteration 0F: 3 clusters Score -406284.8 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -407743.093750 Penalty: 2859.988037
	Iteration 1F: 3 clusters Score -407743.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -408018.187500 Penalty: 2859.988037
	Iteration 2F: 3 clusters Score -408018.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -408260.250000 Penalty: 2859.988037
	Iteration 3F: 3 clusters Score -408260.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -408481.218750 Penalty: 2859.988037
	Iteration 4F: 3 clusters Score -408481.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -408689.375000 Penalty: 2859.988037
	Iteration 5Q: 3 clusters Score -408689.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -408885.187500 Penalty: 2859.988037
	Iteration 6Q: 3 clusters Score -408885.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -409011.937500 Penalty: 2859.988037
	Iteration 7Q: 3 clusters Score -409011.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -409117.125000 Penalty: 2859.988037
	Iteration 8Q: 3 clusters Score -409117.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -409214.031250 Penalty: 2859.988037
	Iteration 9Q: 3 clusters Score -409214 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -409301.593750 Penalty: 2859.988037
	Iteration 10Q: 3 clusters Score -409301.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -409372.218750 Penalty: 2859.988037
	Iteration 11Q: 3 clusters Score -409372.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -409440.562500 Penalty: 2859.988037
	Iteration 12Q: 3 clusters Score -409440.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -409509.343750 Penalty: 2859.988037
	Iteration 13Q: 3 clusters Score -409509.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -409564.687500 Penalty: 2859.988037
	Iteration 14Q: 3 clusters Score -409564.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -409602.562500 Penalty: 2859.988037
	Iteration 15Q: 3 clusters Score -409602.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -409627.781250 Penalty: 2859.988037
	Iteration 16Q: 3 clusters Score -409627.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -409652.406250 Penalty: 2859.988037
	Iteration 17Q: 3 clusters Score -409652.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -409674.593750 Penalty: 2859.988037
	Iteration 18Q: 3 clusters Score -409674.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -409696.562500 Penalty: 2859.988037
	Iteration 19Q: 3 clusters Score -409696.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -409711.500000 Penalty: 2859.988037
	Iteration 20F: 3 clusters Score -409711.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -409720.218750 Penalty: 2859.988037
	Iteration 21Q: 3 clusters Score -409720.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -409728.437500 Penalty: 2859.988037
	Iteration 22Q: 3 clusters Score -409728.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -409739.656250 Penalty: 2859.988037
	Iteration 23Q: 3 clusters Score -409739.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -409748.906250 Penalty: 2859.988037
	Iteration 24Q: 3 clusters Score -409748.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -409761.875000 Penalty: 2859.988037
	Iteration 25Q: 3 clusters Score -409761.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -409771.125000 Penalty: 2859.988037
	Iteration 26Q: 3 clusters Score -409771.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -409782.625000 Penalty: 2859.988037
	Iteration 27Q: 3 clusters Score -409782.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -409795.093750 Penalty: 2859.988037
	Iteration 28Q: 3 clusters Score -409795.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -409809.937500 Penalty: 2859.988037
	Iteration 29Q: 3 clusters Score -409809.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -409819.750000 Penalty: 2859.988037
	Iteration 30Q: 3 clusters Score -409819.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -409826.593750 Penalty: 2859.988037
	Iteration 31Q: 3 clusters Score -409826.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -409832.937500 Penalty: 2859.988037
	Iteration 32Q: 3 clusters Score -409832.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -409840.562500 Penalty: 2859.988037
	Iteration 33Q: 3 clusters Score -409840.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -409850.500000 Penalty: 2859.988037
	Iteration 34Q: 3 clusters Score -409850.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -409862.468750 Penalty: 2859.988037
	Iteration 35Q: 3 clusters Score -409862.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -409870.750000 Penalty: 2859.988037
	Iteration 36Q: 3 clusters Score -409870.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -409879.031250 Penalty: 2859.988037
	Iteration 37Q: 3 clusters Score -409879 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -409886.218750 Penalty: 2859.988037
	Iteration 38Q: 3 clusters Score -409886.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -409894.375000 Penalty: 2859.988037
	Iteration 39Q: 3 clusters Score -409894.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -409905.281250 Penalty: 2859.988037
	Iteration 40F: 3 clusters Score -409905.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -409915.312500 Penalty: 2859.988037
	Iteration 41Q: 3 clusters Score -409915.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -409927.312500 Penalty: 2859.988037
	Iteration 42Q: 3 clusters Score -409927.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -409933.406250 Penalty: 2859.988037
	Iteration 43Q: 3 clusters Score -409933.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -409945.343750 Penalty: 2859.988037
	Iteration 44Q: 3 clusters Score -409945.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -409954.687500 Penalty: 2859.988037
	Iteration 45Q: 3 clusters Score -409954.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -409966.031250 Penalty: 2859.988037
	Iteration 46Q: 3 clusters Score -409966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -409975.812500 Penalty: 2859.988037
	Iteration 47Q: 3 clusters Score -409975.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -409982.562500 Penalty: 2859.988037
	Iteration 48Q: 3 clusters Score -409982.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -409987.406250 Penalty: 2859.988037
	Iteration 49Q: 3 clusters Score -409987.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -409990.156250 Penalty: 2859.988037
	Iteration 50Q: 3 clusters Score -409990.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -409992.781250 Penalty: 2859.988037
	Iteration 51Q: 3 clusters Score -409992.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -409996.875000 Penalty: 2859.988037
	Iteration 52Q: 3 clusters Score -409996.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -410001.500000 Penalty: 2859.988037
	Iteration 53Q: 3 clusters Score -410001.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -410005.500000 Penalty: 2859.988037
	Iteration 54Q: 3 clusters Score -410005.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -410007.250000 Penalty: 2859.988037
	Iteration 55Q: 3 clusters Score -410007.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -410008.656250 Penalty: 2859.988037
	Iteration 56Q: 3 clusters Score -410008.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -410010.531250 Penalty: 2859.988037
	Iteration 57Q: 3 clusters Score -410010.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -410012.375000 Penalty: 2859.988037
	Iteration 58Q: 3 clusters Score -410012.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -410015.031250 Penalty: 2859.988037
	Iteration 59Q: 3 clusters Score -410015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -410019.625000 Penalty: 2859.988037
	Iteration 60F: 3 clusters Score -410019.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -410026.625000 Penalty: 2859.988037
	Iteration 61Q: 3 clusters Score -410026.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -410038.562500 Penalty: 2859.988037
	Iteration 62Q: 3 clusters Score -410038.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -410051.156250 Penalty: 2859.988037
	Iteration 63Q: 3 clusters Score -410051.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -410070.218750 Penalty: 2859.988037
	Iteration 64Q: 3 clusters Score -410070.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -410090.125000 Penalty: 2859.988037
	Iteration 65Q: 3 clusters Score -410090.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -410111.718750 Penalty: 2859.988037
	Iteration 66Q: 3 clusters Score -410111.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -410133.312500 Penalty: 2859.988037
	Iteration 67Q: 3 clusters Score -410133.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -410157.000000 Penalty: 2859.988037
	Iteration 68Q: 3 clusters Score -410157 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -410187.593750 Penalty: 2859.988037
	Iteration 69Q: 3 clusters Score -410187.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -410216.187500 Penalty: 2859.988037
	Iteration 70Q: 3 clusters Score -410216.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -410232.468750 Penalty: 2859.988037
	Iteration 71Q: 3 clusters Score -410232.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -410242.031250 Penalty: 2859.988037
	Iteration 72Q: 3 clusters Score -410242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -410245.750000 Penalty: 2859.988037
	Iteration 73Q: 3 clusters Score -410245.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -410247.718750 Penalty: 2859.988037
	Iteration 74Q: 3 clusters Score -410247.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -410249.187500 Penalty: 2859.988037
	Iteration 75Q: 3 clusters Score -410249.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -410249.312500 Penalty: 2859.988037
	Iteration 76Q: 3 clusters Score -410249.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -410249.812500 Penalty: 2859.988037
	Iteration 77Q: 3 clusters Score -410249.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -410250.375000 Penalty: 2859.988037
	Iteration 78Q: 3 clusters Score -410250.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -410250.375000 Penalty: 2859.988037
	Iteration 79F: 3 clusters Score -410250.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Entering Unmasked Estep 
Score: -969693.125000 Penalty: 1576.184204
	Iteration 0F: 2 clusters Score -969693.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -958494.750000 Penalty: 3152.368408
	Iteration 0F: 3 clusters Score -958494.8 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -964610.000000 Penalty: 3152.368408
	Iteration 1F: 3 clusters Score -964610 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -967389.437500 Penalty: 3152.368408
	Iteration 2F: 3 clusters Score -967389.4 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -970106.000000 Penalty: 3152.368408
	Iteration 3F: 3 clusters Score -970106 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -972325.312500 Penalty: 3152.368408
	Iteration 4F: 3 clusters Score -972325.3 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -973513.000000 Penalty: 3152.368408
	Iteration 5F: 3 clusters Score -973513 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -974052.875000 Penalty: 3152.368408
	Iteration 6Q: 3 clusters Score -974052.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -974307.687500 Penalty: 3152.368408
	Iteration 7Q: 3 clusters Score -974307.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -974405.375000 Penalty: 3152.368408
	Iteration 8Q: 3 clusters Score -974405.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -974456.687500 Penalty: 3152.368408
	Iteration 9Q: 3 clusters Score -974456.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -974486.500000 Penalty: 3152.368408
	Iteration 10Q: 3 clusters Score -974486.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -974502.687500 Penalty: 3152.368408
	Iteration 11Q: 3 clusters Score -974502.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -974509.687500 Penalty: 3152.368408
	Iteration 12Q: 3 clusters Score -974509.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -974521.625000 Penalty: 3152.368408
	Iteration 13Q: 3 clusters Score -974521.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -974530.062500 Penalty: 3152.368408
	Iteration 14Q: 3 clusters Score -974530.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -974531.625000 Penalty: 3152.368408
	Iteration 15Q: 3 clusters Score -974531.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -974537.125000 Penalty: 3152.368408
	Iteration 16Q: 3 clusters Score -974537.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -974538.125000 Penalty: 3152.368408
	Iteration 17Q: 3 clusters Score -974538.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -974539.187500 Penalty: 3152.368408
	Iteration 18Q: 3 clusters Score -974539.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -974539.187500 Penalty: 3152.368408
	Iteration 19F: 3 clusters Score -974539.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 21735 members 
Mstep: Class 4 contains 6607 members 
Mstep: Class 5 contains 5878 members 
Mstep: Class 6 contains 7431 members 
Mstep: Class 7 contains 6634 members 
Mstep: Class 8 contains 15005 members 
Mstep: Class 10 contains 478718 members 
Mstep: Class 11 contains 78840 members 
Mstep: Class 12 contains 1689 members 
Mstep: Class 13 contains 2165 members 
Mstep: Class 15 contains 32177 members 
Mstep: Class 16 contains 4979 members 
Mstep: Class 17 contains 12777 members 
Mstep: Class 18 contains 4403 members 
Entering Unmasked Estep 
Score: -42186256.000000 Penalty: 32736.513672
Splitting cluster 8 changes total score from -42182032.000000 to -42186256.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 10 (478718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478718 members 
Entering Unmasked Estep 
Score: -30326162.000000 Penalty: 2125.315918
	Iteration 0F: 2 clusters Score -3.032616e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239095 members 
Mstep: Class 2 contains 239623 members 
Entering Unmasked Estep 
Score: -30002798.000000 Penalty: 4250.631836
	Iteration 0F: 3 clusters Score -3.00028e+07 nChanged 234526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220571 members 
Mstep: Class 2 contains 258147 members 
Entering Unmasked Estep 
Score: -30145784.000000 Penalty: 4250.631836
	Iteration 1F: 3 clusters Score -3.014578e+07 nChanged 16548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208251 members 
Mstep: Class 2 contains 270467 members 
Entering Unmasked Estep 
Score: -30150652.000000 Penalty: 4250.631836
	Iteration 2Q: 3 clusters Score -3.015065e+07 nChanged 21683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189532 members 
Mstep: Class 2 contains 289186 members 
Entering Unmasked Estep 
Score: -30159346.000000 Penalty: 4250.631836
	Iteration 3Q: 3 clusters Score -3.015935e+07 nChanged 29010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162484 members 
Mstep: Class 2 contains 316234 members 
Entering Unmasked Estep 
Score: -30175218.000000 Penalty: 4250.631836
	Iteration 4F: 3 clusters Score -3.017522e+07 nChanged 37298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126280 members 
Mstep: Class 2 contains 352438 members 
Entering Unmasked Estep 
Score: -30202600.000000 Penalty: 4250.631836
	Iteration 5F: 3 clusters Score -3.02026e+07 nChanged 42818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83904 members 
Mstep: Class 2 contains 394814 members 
Entering Unmasked Estep 
Score: -30241906.000000 Penalty: 4250.631836
	Iteration 6F: 3 clusters Score -3.024191e+07 nChanged 39356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44668 members 
Mstep: Class 2 contains 434050 members 
Entering Unmasked Estep 
Score: -30281468.000000 Penalty: 4250.631836
	Iteration 7F: 3 clusters Score -3.028147e+07 nChanged 26224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 460248 members 
Entering Unmasked Estep 
Score: -30308036.000000 Penalty: 4250.631836
	Iteration 8F: 3 clusters Score -3.030804e+07 nChanged 11975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 472215 members 
Entering Unmasked Estep 
Score: -30319040.000000 Penalty: 4250.631836
	Iteration 9Q: 3 clusters Score -3.031904e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 476266 members 
Entering Unmasked Estep 
Score: -30322560.000000 Penalty: 4250.631836
	Iteration 10Q: 3 clusters Score -3.032256e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 477540 members 
Entering Unmasked Estep 
Score: -30323700.000000 Penalty: 4250.631836
	Iteration 11Q: 3 clusters Score -3.03237e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 477940 members 
Entering Unmasked Estep 
Score: -30324060.000000 Penalty: 4250.631836
	Iteration 12Q: 3 clusters Score -3.032406e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 478092 members 
Entering Unmasked Estep 
Score: -30324204.000000 Penalty: 4250.631836
	Iteration 13Q: 3 clusters Score -3.03242e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 478154 members 
Entering Unmasked Estep 
Score: -30324318.000000 Penalty: 4250.631836
	Iteration 14Q: 3 clusters Score -3.032432e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 478171 members 
Entering Unmasked Estep 
Score: -30324352.000000 Penalty: 4250.631836
	Iteration 15Q: 3 clusters Score -3.032435e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 478190 members 
Entering Unmasked Estep 
Score: -30324382.000000 Penalty: 4250.631836
	Iteration 16Q: 3 clusters Score -3.032438e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 478198 members 
Entering Unmasked Estep 
Score: -30324382.000000 Penalty: 4250.631836
	Iteration 17Q: 3 clusters Score -3.032438e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 478204 members 
Entering Unmasked Estep 
Score: -30324386.000000 Penalty: 4250.631836
	Iteration 18Q: 3 clusters Score -3.032439e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 478205 members 
Entering Unmasked Estep 
Score: -30324412.000000 Penalty: 4250.631836
	Iteration 19Q: 3 clusters Score -3.032441e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 478208 members 
Entering Unmasked Estep 
Score: -30324438.000000 Penalty: 4250.631836
	Iteration 20F: 3 clusters Score -3.032444e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 478213 members 
Entering Unmasked Estep 
Score: -30324442.000000 Penalty: 4250.631836
	Iteration 21Q: 3 clusters Score -3.032444e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 478215 members 
Entering Unmasked Estep 
Score: -30324456.000000 Penalty: 4250.631836
	Iteration 22Q: 3 clusters Score -3.032446e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 478215 members 
Entering Unmasked Estep 
Score: -30324464.000000 Penalty: 4250.631836
	Iteration 23Q: 3 clusters Score -3.032446e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 478216 members 
Entering Unmasked Estep 
Score: -30324502.000000 Penalty: 4250.631836
	Iteration 24Q: 3 clusters Score -3.03245e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 478218 members 
Entering Unmasked Estep 
Score: -30324498.000000 Penalty: 4250.631836
	Iteration 25Q: 3 clusters Score -3.03245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 478215 members 
Entering Unmasked Estep 
Score: -30324512.000000 Penalty: 4250.631836
	Iteration 26Q: 3 clusters Score -3.032451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 478216 members 
Entering Unmasked Estep 
Score: -30324506.000000 Penalty: 4250.631836
	Iteration 27Q: 3 clusters Score -3.032451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 478219 members 
Entering Unmasked Estep 
Score: -30324514.000000 Penalty: 4250.631836
	Iteration 28Q: 3 clusters Score -3.032451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 478222 members 
Entering Unmasked Estep 
Score: -30324520.000000 Penalty: 4250.631836
	Iteration 29Q: 3 clusters Score -3.032452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 478224 members 
Entering Unmasked Estep 
Score: -30324520.000000 Penalty: 4250.631836
	Iteration 30Q: 3 clusters Score -3.032452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 478224 members 
Entering Unmasked Estep 
Score: -30324514.000000 Penalty: 4250.631836
	Iteration 31Q: 3 clusters Score -3.032451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 478225 members 
Entering Unmasked Estep 
Score: -30324526.000000 Penalty: 4250.631836
	Iteration 32Q: 3 clusters Score -3.032453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 478224 members 
Entering Unmasked Estep 
Score: -30324520.000000 Penalty: 4250.631836
	Iteration 33Q: 3 clusters Score -3.032452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 478223 members 
Entering Unmasked Estep 
Score: -30324532.000000 Penalty: 4250.631836
	Iteration 34Q: 3 clusters Score -3.032453e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 478223 members 
Entering Unmasked Estep 
Score: -30324532.000000 Penalty: 4250.631836
	Iteration 35F: 3 clusters Score -3.032453e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (78840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78840 members 
Entering Unmasked Estep 
Score: -4944510.500000 Penalty: 1832.216064
	Iteration 0F: 2 clusters Score -4944510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -4891639.500000 Penalty: 3664.432129
	Iteration 0F: 3 clusters Score -4891640 nChanged 37661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
Score: -4913493.500000 Penalty: 3664.432129
	Iteration 1F: 3 clusters Score -4913494 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -4914075.000000 Penalty: 3664.432129
	Iteration 2Q: 3 clusters Score -4914075 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -4914678.000000 Penalty: 3664.432129
	Iteration 3Q: 3 clusters Score -4914678 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -4915376.000000 Penalty: 3664.432129
	Iteration 4Q: 3 clusters Score -4915376 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -4916100.500000 Penalty: 3664.432129
	Iteration 5Q: 3 clusters Score -4916100 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -4916889.500000 Penalty: 3664.432129
	Iteration 6Q: 3 clusters Score -4916890 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -4917767.000000 Penalty: 3664.432129
	Iteration 7Q: 3 clusters Score -4917767 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -4918797.500000 Penalty: 3664.432129
	Iteration 8Q: 3 clusters Score -4918798 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44167 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -4919949.500000 Penalty: 3664.432129
	Iteration 9Q: 3 clusters Score -4919950 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -4921223.000000 Penalty: 3664.432129
	Iteration 10Q: 3 clusters Score -4921223 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47719 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -4922800.000000 Penalty: 3664.432129
	Iteration 11Q: 3 clusters Score -4922800 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -4924469.500000 Penalty: 3664.432129
	Iteration 12Q: 3 clusters Score -4924470 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52299 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -4926074.500000 Penalty: 3664.432129
	Iteration 13Q: 3 clusters Score -4926074 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54828 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -4927646.000000 Penalty: 3664.432129
	Iteration 14Q: 3 clusters Score -4927646 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57493 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -4929154.500000 Penalty: 3664.432129
	Iteration 15Q: 3 clusters Score -4929154 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60407 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -4930816.500000 Penalty: 3664.432129
	Iteration 16Q: 3 clusters Score -4930816 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63412 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -4932565.500000 Penalty: 3664.432129
	Iteration 17Q: 3 clusters Score -4932566 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66450 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -4934406.500000 Penalty: 3664.432129
	Iteration 18Q: 3 clusters Score -4934406 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69348 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -4936299.500000 Penalty: 3664.432129
	Iteration 19Q: 3 clusters Score -4936300 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71908 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -4938002.000000 Penalty: 3664.432129
	Iteration 20F: 3 clusters Score -4938002 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74039 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -4939405.500000 Penalty: 3664.432129
	Iteration 21Q: 3 clusters Score -4939406 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75680 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -4940621.000000 Penalty: 3664.432129
	Iteration 22Q: 3 clusters Score -4940621 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76857 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -4941528.500000 Penalty: 3664.432129
	Iteration 23Q: 3 clusters Score -4941528 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77657 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4942151.500000 Penalty: 3664.432129
	Iteration 24Q: 3 clusters Score -4942152 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78075 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4942471.500000 Penalty: 3664.432129
	Iteration 25Q: 3 clusters Score -4942472 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78309 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4942652.500000 Penalty: 3664.432129
	Iteration 26Q: 3 clusters Score -4942652 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78408 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4942762.500000 Penalty: 3664.432129
	Iteration 27Q: 3 clusters Score -4942762 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78459 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4942815.500000 Penalty: 3664.432129
	Iteration 28Q: 3 clusters Score -4942816 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78496 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4942860.500000 Penalty: 3664.432129
	Iteration 29Q: 3 clusters Score -4942860 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78511 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4942890.000000 Penalty: 3664.432129
	Iteration 30Q: 3 clusters Score -4942890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78527 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4942913.500000 Penalty: 3664.432129
	Iteration 31Q: 3 clusters Score -4942914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78535 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4942918.500000 Penalty: 3664.432129
	Iteration 32Q: 3 clusters Score -4942918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78542 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4942921.000000 Penalty: 3664.432129
	Iteration 33Q: 3 clusters Score -4942921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78543 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4942922.000000 Penalty: 3664.432129
	Iteration 34Q: 3 clusters Score -4942922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78546 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4942925.000000 Penalty: 3664.432129
	Iteration 35Q: 3 clusters Score -4942925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78546 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4942926.500000 Penalty: 3664.432129
	Iteration 36Q: 3 clusters Score -4942926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78547 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4942924.500000 Penalty: 3664.432129
	Iteration 37Q: 3 clusters Score -4942924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78547 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4942924.500000 Penalty: 3664.432129
	Iteration 38F: 3 clusters Score -4942924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -114338.632812 Penalty: 1207.682495
	Iteration 0F: 2 clusters Score -114338.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -112429.648438 Penalty: 2415.364990
	Iteration 0F: 3 clusters Score -112429.6 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -112800.585938 Penalty: 2415.364990
	Iteration 1F: 3 clusters Score -112800.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -112899.531250 Penalty: 2415.364990
	Iteration 2F: 3 clusters Score -112899.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -112950.101562 Penalty: 2415.364990
	Iteration 3Q: 3 clusters Score -112950.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -112983.289062 Penalty: 2415.364990
	Iteration 4Q: 3 clusters Score -112983.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -113007.375000 Penalty: 2415.364990
	Iteration 5Q: 3 clusters Score -113007.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -113014.992188 Penalty: 2415.364990
	Iteration 6Q: 3 clusters Score -113015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -113021.210938 Penalty: 2415.364990
	Iteration 7Q: 3 clusters Score -113021.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -113026.132812 Penalty: 2415.364990
	Iteration 8Q: 3 clusters Score -113026.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -113033.898438 Penalty: 2415.364990
	Iteration 9Q: 3 clusters Score -113033.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -113040.148438 Penalty: 2415.364990
	Iteration 10Q: 3 clusters Score -113040.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -113044.304688 Penalty: 2415.364990
	Iteration 11Q: 3 clusters Score -113044.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -113046.664062 Penalty: 2415.364990
	Iteration 12Q: 3 clusters Score -113046.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -113050.140625 Penalty: 2415.364990
	Iteration 13Q: 3 clusters Score -113050.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -113052.039062 Penalty: 2415.364990
	Iteration 14Q: 3 clusters Score -113052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -113054.562500 Penalty: 2415.364990
	Iteration 15Q: 3 clusters Score -113054.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -113055.406250 Penalty: 2415.364990
	Iteration 16Q: 3 clusters Score -113055.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -113056.023438 Penalty: 2415.364990
	Iteration 17Q: 3 clusters Score -113056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -113056.023438 Penalty: 2415.364990
	Iteration 18F: 3 clusters Score -113056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Entering Unmasked Estep 
Score: -120639.656250 Penalty: 1248.028564
	Iteration 0F: 2 clusters Score -120639.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -118475.054688 Penalty: 2496.057129
	Iteration 0F: 3 clusters Score -118475.1 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -118917.515625 Penalty: 2496.057129
	Iteration 1F: 3 clusters Score -118917.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -118993.359375 Penalty: 2496.057129
	Iteration 2F: 3 clusters Score -118993.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -119049.085938 Penalty: 2496.057129
	Iteration 3Q: 3 clusters Score -119049.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -119089.562500 Penalty: 2496.057129
	Iteration 4Q: 3 clusters Score -119089.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -119121.070312 Penalty: 2496.057129
	Iteration 5Q: 3 clusters Score -119121.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -119145.109375 Penalty: 2496.057129
	Iteration 6Q: 3 clusters Score -119145.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -119177.125000 Penalty: 2496.057129
	Iteration 7Q: 3 clusters Score -119177.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -119197.679688 Penalty: 2496.057129
	Iteration 8Q: 3 clusters Score -119197.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -119214.835938 Penalty: 2496.057129
	Iteration 9Q: 3 clusters Score -119214.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -119229.179688 Penalty: 2496.057129
	Iteration 10Q: 3 clusters Score -119229.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -119241.296875 Penalty: 2496.057129
	Iteration 11Q: 3 clusters Score -119241.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -119253.453125 Penalty: 2496.057129
	Iteration 12Q: 3 clusters Score -119253.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -119262.421875 Penalty: 2496.057129
	Iteration 13Q: 3 clusters Score -119262.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -119273.703125 Penalty: 2496.057129
	Iteration 14Q: 3 clusters Score -119273.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -119282.140625 Penalty: 2496.057129
	Iteration 15Q: 3 clusters Score -119282.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -119291.593750 Penalty: 2496.057129
	Iteration 16Q: 3 clusters Score -119291.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -119307.234375 Penalty: 2496.057129
	Iteration 17Q: 3 clusters Score -119307.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -119317.601562 Penalty: 2496.057129
	Iteration 18Q: 3 clusters Score -119317.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -119324.203125 Penalty: 2496.057129
	Iteration 19Q: 3 clusters Score -119324.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -119336.703125 Penalty: 2496.057129
	Iteration 20F: 3 clusters Score -119336.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -119344.882812 Penalty: 2496.057129
	Iteration 21Q: 3 clusters Score -119344.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -119351.437500 Penalty: 2496.057129
	Iteration 22Q: 3 clusters Score -119351.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -119357.546875 Penalty: 2496.057129
	Iteration 23Q: 3 clusters Score -119357.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -119363.312500 Penalty: 2496.057129
	Iteration 24Q: 3 clusters Score -119363.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -119366.453125 Penalty: 2496.057129
	Iteration 25Q: 3 clusters Score -119366.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -119370.109375 Penalty: 2496.057129
	Iteration 26Q: 3 clusters Score -119370.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -119375.085938 Penalty: 2496.057129
	Iteration 27Q: 3 clusters Score -119375.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -119379.117188 Penalty: 2496.057129
	Iteration 28Q: 3 clusters Score -119379.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -119384.843750 Penalty: 2496.057129
	Iteration 29Q: 3 clusters Score -119384.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -119392.835938 Penalty: 2496.057129
	Iteration 30Q: 3 clusters Score -119392.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -119400.054688 Penalty: 2496.057129
	Iteration 31Q: 3 clusters Score -119400.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -119406.585938 Penalty: 2496.057129
	Iteration 32Q: 3 clusters Score -119406.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -119408.890625 Penalty: 2496.057129
	Iteration 33Q: 3 clusters Score -119408.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -119411.687500 Penalty: 2496.057129
	Iteration 34Q: 3 clusters Score -119411.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -119414.210938 Penalty: 2496.057129
	Iteration 35Q: 3 clusters Score -119414.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -119415.632812 Penalty: 2496.057129
	Iteration 36Q: 3 clusters Score -119415.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -119415.632812 Penalty: 2496.057129
	Iteration 37F: 3 clusters Score -119415.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Entering Unmasked Estep 
Score: -2070803.125000 Penalty: 1686.588745
	Iteration 0F: 2 clusters Score -2070803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2049388.875000 Penalty: 3373.177490
	Iteration 0F: 3 clusters Score -2049389 nChanged 14819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2057812.750000 Penalty: 3373.177490
	Iteration 1F: 3 clusters Score -2057813 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -2058553.000000 Penalty: 3373.177490
	Iteration 2F: 3 clusters Score -2058553 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2059760.500000 Penalty: 3373.177490
	Iteration 3F: 3 clusters Score -2059760 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -2061461.000000 Penalty: 3373.177490
	Iteration 4F: 3 clusters Score -2061461 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2063570.375000 Penalty: 3373.177490
	Iteration 5F: 3 clusters Score -2063570 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -2065703.000000 Penalty: 3373.177490
	Iteration 6F: 3 clusters Score -2065703 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -2067288.000000 Penalty: 3373.177490
	Iteration 7F: 3 clusters Score -2067288 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -2068255.625000 Penalty: 3373.177490
	Iteration 8Q: 3 clusters Score -2068256 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2068786.750000 Penalty: 3373.177490
	Iteration 9Q: 3 clusters Score -2068787 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2069055.375000 Penalty: 3373.177490
	Iteration 10Q: 3 clusters Score -2069055 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2069215.375000 Penalty: 3373.177490
	Iteration 11Q: 3 clusters Score -2069215 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2069297.375000 Penalty: 3373.177490
	Iteration 12Q: 3 clusters Score -2069297 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2069365.000000 Penalty: 3373.177490
	Iteration 13Q: 3 clusters Score -2069365 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2069406.250000 Penalty: 3373.177490
	Iteration 14Q: 3 clusters Score -2069406 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2069435.000000 Penalty: 3373.177490
	Iteration 15Q: 3 clusters Score -2069435 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2069468.500000 Penalty: 3373.177490
	Iteration 16Q: 3 clusters Score -2069468 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2069500.250000 Penalty: 3373.177490
	Iteration 17Q: 3 clusters Score -2069500 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2069525.500000 Penalty: 3373.177490
	Iteration 18Q: 3 clusters Score -2069526 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2069543.000000 Penalty: 3373.177490
	Iteration 19Q: 3 clusters Score -2069543 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2069571.375000 Penalty: 3373.177490
	Iteration 20F: 3 clusters Score -2069571 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2069579.000000 Penalty: 3373.177490
	Iteration 21Q: 3 clusters Score -2069579 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2069588.875000 Penalty: 3373.177490
	Iteration 22Q: 3 clusters Score -2069589 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2069587.125000 Penalty: 3373.177490
	Iteration 23Q: 3 clusters Score -2069587 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2069595.125000 Penalty: 3373.177490
	Iteration 24Q: 3 clusters Score -2069595 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2069606.000000 Penalty: 3373.177490
	Iteration 25Q: 3 clusters Score -2069606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2069608.875000 Penalty: 3373.177490
	Iteration 26Q: 3 clusters Score -2069609 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2069611.375000 Penalty: 3373.177490
	Iteration 27Q: 3 clusters Score -2069611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2069614.750000 Penalty: 3373.177490
	Iteration 28Q: 3 clusters Score -2069615 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2069624.375000 Penalty: 3373.177490
	Iteration 29Q: 3 clusters Score -2069624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2069629.250000 Penalty: 3373.177490
	Iteration 30Q: 3 clusters Score -2069629 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2069635.000000 Penalty: 3373.177490
	Iteration 31Q: 3 clusters Score -2069635 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2069642.250000 Penalty: 3373.177490
	Iteration 32Q: 3 clusters Score -2069642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2069641.375000 Penalty: 3373.177490
	Iteration 33Q: 3 clusters Score -2069641 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2069646.250000 Penalty: 3373.177490
	Iteration 34Q: 3 clusters Score -2069646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2069657.125000 Penalty: 3373.177490
	Iteration 35Q: 3 clusters Score -2069657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2069664.250000 Penalty: 3373.177490
	Iteration 36Q: 3 clusters Score -2069664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2069668.000000 Penalty: 3373.177490
	Iteration 37Q: 3 clusters Score -2069668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2069668.000000 Penalty: 3373.177490
	Iteration 38Q: 3 clusters Score -2069668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2069668.750000 Penalty: 3373.177490
	Iteration 39Q: 3 clusters Score -2069669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2069670.125000 Penalty: 3373.177490
	Iteration 40F: 3 clusters Score -2069670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2069676.000000 Penalty: 3373.177490
	Iteration 41Q: 3 clusters Score -2069676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2069675.250000 Penalty: 3373.177490
	Iteration 42Q: 3 clusters Score -2069675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2069676.125000 Penalty: 3373.177490
	Iteration 43Q: 3 clusters Score -2069676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2069677.875000 Penalty: 3373.177490
	Iteration 44Q: 3 clusters Score -2069678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2069681.625000 Penalty: 3373.177490
	Iteration 45Q: 3 clusters Score -2069682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2069683.500000 Penalty: 3373.177490
	Iteration 46Q: 3 clusters Score -2069684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2069685.625000 Penalty: 3373.177490
	Iteration 47Q: 3 clusters Score -2069686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2069682.375000 Penalty: 3373.177490
	Iteration 48Q: 3 clusters Score -2069682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2069683.000000 Penalty: 3373.177490
	Iteration 49Q: 3 clusters Score -2069683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2069687.625000 Penalty: 3373.177490
	Iteration 50Q: 3 clusters Score -2069688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2069687.125000 Penalty: 3373.177490
	Iteration 51Q: 3 clusters Score -2069687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2069691.000000 Penalty: 3373.177490
	Iteration 52Q: 3 clusters Score -2069691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2069689.875000 Penalty: 3373.177490
	Iteration 53Q: 3 clusters Score -2069690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2069690.000000 Penalty: 3373.177490
	Iteration 54Q: 3 clusters Score -2069690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2069692.125000 Penalty: 3373.177490
	Iteration 55Q: 3 clusters Score -2069692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2069692.125000 Penalty: 3373.177490
	Iteration 56Q: 3 clusters Score -2069692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2069692.125000 Penalty: 3373.177490
	Iteration 57F: 3 clusters Score -2069692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Entering Unmasked Estep 
Score: -330614.375000 Penalty: 1383.359985
	Iteration 0F: 2 clusters Score -330614.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -326617.625000 Penalty: 2766.719971
	Iteration 0F: 3 clusters Score -326617.6 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -327770.562500 Penalty: 2766.719971
	Iteration 1F: 3 clusters Score -327770.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -327981.343750 Penalty: 2766.719971
	Iteration 2F: 3 clusters Score -327981.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -328155.062500 Penalty: 2766.719971
	Iteration 3F: 3 clusters Score -328155.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -328304.625000 Penalty: 2766.719971
	Iteration 4Q: 3 clusters Score -328304.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -328457.687500 Penalty: 2766.719971
	Iteration 5Q: 3 clusters Score -328457.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -328619.687500 Penalty: 2766.719971
	Iteration 6Q: 3 clusters Score -328619.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -328819.250000 Penalty: 2766.719971
	Iteration 7Q: 3 clusters Score -328819.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -329014.437500 Penalty: 2766.719971
	Iteration 8Q: 3 clusters Score -329014.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -329172.937500 Penalty: 2766.719971
	Iteration 9Q: 3 clusters Score -329172.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -329275.250000 Penalty: 2766.719971
	Iteration 10Q: 3 clusters Score -329275.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -329330.656250 Penalty: 2766.719971
	Iteration 11Q: 3 clusters Score -329330.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -329377.281250 Penalty: 2766.719971
	Iteration 12Q: 3 clusters Score -329377.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -329406.812500 Penalty: 2766.719971
	Iteration 13Q: 3 clusters Score -329406.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -329423.125000 Penalty: 2766.719971
	Iteration 14Q: 3 clusters Score -329423.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -329437.781250 Penalty: 2766.719971
	Iteration 15Q: 3 clusters Score -329437.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -329447.468750 Penalty: 2766.719971
	Iteration 16Q: 3 clusters Score -329447.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -329456.500000 Penalty: 2766.719971
	Iteration 17Q: 3 clusters Score -329456.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -329462.750000 Penalty: 2766.719971
	Iteration 18Q: 3 clusters Score -329462.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -329468.156250 Penalty: 2766.719971
	Iteration 19Q: 3 clusters Score -329468.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -329474.500000 Penalty: 2766.719971
	Iteration 20F: 3 clusters Score -329474.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -329478.312500 Penalty: 2766.719971
	Iteration 21Q: 3 clusters Score -329478.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -329480.000000 Penalty: 2766.719971
	Iteration 22Q: 3 clusters Score -329480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -329484.906250 Penalty: 2766.719971
	Iteration 23Q: 3 clusters Score -329484.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -329488.718750 Penalty: 2766.719971
	Iteration 24Q: 3 clusters Score -329488.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -329490.218750 Penalty: 2766.719971
	Iteration 25Q: 3 clusters Score -329490.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -329490.156250 Penalty: 2766.719971
	Iteration 26Q: 3 clusters Score -329490.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -329490.437500 Penalty: 2766.719971
	Iteration 27Q: 3 clusters Score -329490.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -329491.875000 Penalty: 2766.719971
	Iteration 28Q: 3 clusters Score -329491.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -329492.250000 Penalty: 2766.719971
	Iteration 29Q: 3 clusters Score -329492.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -329492.343750 Penalty: 2766.719971
	Iteration 30Q: 3 clusters Score -329492.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -329492.343750 Penalty: 2766.719971
	Iteration 31F: 3 clusters Score -329492.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Entering Unmasked Estep 
Score: -792212.250000 Penalty: 1536.502930
	Iteration 0F: 2 clusters Score -792212.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -783272.500000 Penalty: 3073.005859
	Iteration 0F: 3 clusters Score -783272.5 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -786469.375000 Penalty: 3073.005859
	Iteration 1F: 3 clusters Score -786469.4 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -786988.375000 Penalty: 3073.005859
	Iteration 2F: 3 clusters Score -786988.4 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -787588.437500 Penalty: 3073.005859
	Iteration 3F: 3 clusters Score -787588.4 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -788311.375000 Penalty: 3073.005859
	Iteration 4F: 3 clusters Score -788311.4 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -789019.062500 Penalty: 3073.005859
	Iteration 5F: 3 clusters Score -789019.1 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -789632.500000 Penalty: 3073.005859
	Iteration 6F: 3 clusters Score -789632.5 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -790126.062500 Penalty: 3073.005859
	Iteration 7Q: 3 clusters Score -790126.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -790446.000000 Penalty: 3073.005859
	Iteration 8Q: 3 clusters Score -790446 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -790654.625000 Penalty: 3073.005859
	Iteration 9Q: 3 clusters Score -790654.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -790797.312500 Penalty: 3073.005859
	Iteration 10Q: 3 clusters Score -790797.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -790873.812500 Penalty: 3073.005859
	Iteration 11Q: 3 clusters Score -790873.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -790926.937500 Penalty: 3073.005859
	Iteration 12Q: 3 clusters Score -790926.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -790966.000000 Penalty: 3073.005859
	Iteration 13Q: 3 clusters Score -790966 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -791000.062500 Penalty: 3073.005859
	Iteration 14Q: 3 clusters Score -791000.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -791024.875000 Penalty: 3073.005859
	Iteration 15Q: 3 clusters Score -791024.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -791038.875000 Penalty: 3073.005859
	Iteration 16Q: 3 clusters Score -791038.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -791054.062500 Penalty: 3073.005859
	Iteration 17Q: 3 clusters Score -791054.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -791066.625000 Penalty: 3073.005859
	Iteration 18Q: 3 clusters Score -791066.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -791076.937500 Penalty: 3073.005859
	Iteration 19Q: 3 clusters Score -791076.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -791085.875000 Penalty: 3073.005859
	Iteration 20F: 3 clusters Score -791085.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -791093.500000 Penalty: 3073.005859
	Iteration 21Q: 3 clusters Score -791093.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -791098.437500 Penalty: 3073.005859
	Iteration 22Q: 3 clusters Score -791098.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -791104.437500 Penalty: 3073.005859
	Iteration 23Q: 3 clusters Score -791104.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -791113.500000 Penalty: 3073.005859
	Iteration 24Q: 3 clusters Score -791113.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -791118.625000 Penalty: 3073.005859
	Iteration 25Q: 3 clusters Score -791118.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -791124.875000 Penalty: 3073.005859
	Iteration 26Q: 3 clusters Score -791124.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -791131.937500 Penalty: 3073.005859
	Iteration 27Q: 3 clusters Score -791131.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -791139.875000 Penalty: 3073.005859
	Iteration 28Q: 3 clusters Score -791139.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -791143.250000 Penalty: 3073.005859
	Iteration 29Q: 3 clusters Score -791143.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -791145.187500 Penalty: 3073.005859
	Iteration 30Q: 3 clusters Score -791145.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -791146.750000 Penalty: 3073.005859
	Iteration 31Q: 3 clusters Score -791146.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -791147.937500 Penalty: 3073.005859
	Iteration 32Q: 3 clusters Score -791147.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -791149.187500 Penalty: 3073.005859
	Iteration 33Q: 3 clusters Score -791149.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -791149.187500 Penalty: 3073.005859
	Iteration 34Q: 3 clusters Score -791149.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -791151.687500 Penalty: 3073.005859
	Iteration 35Q: 3 clusters Score -791151.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -791150.125000 Penalty: 3073.005859
	Iteration 36Q: 3 clusters Score -791150.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -791149.937500 Penalty: 3073.005859
	Iteration 37Q: 3 clusters Score -791149.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -791152.812500 Penalty: 3073.005859
	Iteration 38Q: 3 clusters Score -791152.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -791153.125000 Penalty: 3073.005859
	Iteration 39Q: 3 clusters Score -791153.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -791157.562500 Penalty: 3073.005859
	Iteration 40F: 3 clusters Score -791157.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -791156.375000 Penalty: 3073.005859
	Iteration 41Q: 3 clusters Score -791156.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -791158.000000 Penalty: 3073.005859
	Iteration 42Q: 3 clusters Score -791158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -791159.187500 Penalty: 3073.005859
	Iteration 43Q: 3 clusters Score -791159.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -791160.687500 Penalty: 3073.005859
	Iteration 44Q: 3 clusters Score -791160.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -791162.875000 Penalty: 3073.005859
	Iteration 45Q: 3 clusters Score -791162.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -791162.062500 Penalty: 3073.005859
	Iteration 46Q: 3 clusters Score -791162.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -791162.000000 Penalty: 3073.005859
	Iteration 47Q: 3 clusters Score -791162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -791162.937500 Penalty: 3073.005859
	Iteration 48Q: 3 clusters Score -791162.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -791164.687500 Penalty: 3073.005859
	Iteration 49Q: 3 clusters Score -791164.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -791164.687500 Penalty: 3073.005859
	Iteration 50F: 3 clusters Score -791164.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Entering Unmasked Estep 
Score: -239094.375000 Penalty: 1363.381714
	Iteration 0F: 2 clusters Score -239094.4 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 2161 members 
Entering Unmasked Estep 
Score: -235523.546875 Penalty: 2726.763428
	Iteration 0F: 3 clusters Score -235523.5 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -236548.468750 Penalty: 2726.763428
	Iteration 1F: 3 clusters Score -236548.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -236800.859375 Penalty: 2726.763428
	Iteration 2F: 3 clusters Score -236800.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -237028.625000 Penalty: 2726.763428
	Iteration 3F: 3 clusters Score -237028.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -237255.984375 Penalty: 2726.763428
	Iteration 4F: 3 clusters Score -237256 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -237452.578125 Penalty: 2726.763428
	Iteration 5F: 3 clusters Score -237452.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -237616.984375 Penalty: 2726.763428
	Iteration 6Q: 3 clusters Score -237617 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -237736.000000 Penalty: 2726.763428
	Iteration 7Q: 3 clusters Score -237736 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -237847.265625 Penalty: 2726.763428
	Iteration 8Q: 3 clusters Score -237847.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -237956.921875 Penalty: 2726.763428
	Iteration 9Q: 3 clusters Score -237956.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -238040.984375 Penalty: 2726.763428
	Iteration 10Q: 3 clusters Score -238041 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -238112.453125 Penalty: 2726.763428
	Iteration 11Q: 3 clusters Score -238112.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -238163.406250 Penalty: 2726.763428
	Iteration 12Q: 3 clusters Score -238163.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -238201.046875 Penalty: 2726.763428
	Iteration 13Q: 3 clusters Score -238201 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -238231.812500 Penalty: 2726.763428
	Iteration 14Q: 3 clusters Score -238231.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -238254.265625 Penalty: 2726.763428
	Iteration 15Q: 3 clusters Score -238254.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -238275.125000 Penalty: 2726.763428
	Iteration 16Q: 3 clusters Score -238275.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -238295.031250 Penalty: 2726.763428
	Iteration 17Q: 3 clusters Score -238295 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -238311.562500 Penalty: 2726.763428
	Iteration 18Q: 3 clusters Score -238311.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -238325.656250 Penalty: 2726.763428
	Iteration 19Q: 3 clusters Score -238325.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -238340.156250 Penalty: 2726.763428
	Iteration 20F: 3 clusters Score -238340.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -238352.015625 Penalty: 2726.763428
	Iteration 21Q: 3 clusters Score -238352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -238363.937500 Penalty: 2726.763428
	Iteration 22Q: 3 clusters Score -238363.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -238376.531250 Penalty: 2726.763428
	Iteration 23Q: 3 clusters Score -238376.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -238388.203125 Penalty: 2726.763428
	Iteration 24Q: 3 clusters Score -238388.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -238396.000000 Penalty: 2726.763428
	Iteration 25Q: 3 clusters Score -238396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -238400.000000 Penalty: 2726.763428
	Iteration 26Q: 3 clusters Score -238400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -238404.046875 Penalty: 2726.763428
	Iteration 27Q: 3 clusters Score -238404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -238405.890625 Penalty: 2726.763428
	Iteration 28Q: 3 clusters Score -238405.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -238408.093750 Penalty: 2726.763428
	Iteration 29Q: 3 clusters Score -238408.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -238410.031250 Penalty: 2726.763428
	Iteration 30Q: 3 clusters Score -238410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -238410.968750 Penalty: 2726.763428
	Iteration 31Q: 3 clusters Score -238411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -238413.703125 Penalty: 2726.763428
	Iteration 32Q: 3 clusters Score -238413.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -238415.171875 Penalty: 2726.763428
	Iteration 33Q: 3 clusters Score -238415.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -238416.500000 Penalty: 2726.763428
	Iteration 34Q: 3 clusters Score -238416.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -238417.031250 Penalty: 2726.763428
	Iteration 35Q: 3 clusters Score -238417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -238417.734375 Penalty: 2726.763428
	Iteration 36Q: 3 clusters Score -238417.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -238417.734375 Penalty: 2726.763428
	Iteration 37F: 3 clusters Score -238417.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 2 contains 21735 members 
Mstep: Class 4 contains 6607 members 
Mstep: Class 5 contains 5878 members 
Mstep: Class 6 contains 7431 members 
Mstep: Class 7 contains 6634 members 
Mstep: Class 8 contains 15005 members 
Mstep: Class 10 contains 478718 members 
Mstep: Class 11 contains 78840 members 
Mstep: Class 12 contains 1689 members 
Mstep: Class 13 contains 2165 members 
Mstep: Class 15 contains 32177 members 
Mstep: Class 16 contains 4979 members 
Mstep: Class 17 contains 12777 members 
Mstep: Class 18 contains 4403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42186736.000000 Penalty: 32736.513672
Iteration 39Q: 16 clusters Score -4.218674e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 21671 members 
Mstep: Class 4 contains 6738 members 
Mstep: Class 5 contains 5937 members 
Mstep: Class 6 contains 7414 members 
Mstep: Class 7 contains 6659 members 
Mstep: Class 8 contains 15625 members 
Mstep: Class 10 contains 478581 members 
Mstep: Class 11 contains 78675 members 
Mstep: Class 12 contains 1667 members 
Mstep: Class 13 contains 2181 members 
Mstep: Class 15 contains 31825 members 
Mstep: Class 16 contains 5043 members 
Mstep: Class 17 contains 12603 members 
Mstep: Class 18 contains 4452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42187664.000000 Penalty: 32736.513672
Iteration 40F: 16 clusters Score -4.218766e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 21572 members 
Mstep: Class 4 contains 6883 members 
Mstep: Class 5 contains 6025 members 
Mstep: Class 6 contains 7409 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 15995 members 
Mstep: Class 10 contains 478501 members 
Mstep: Class 11 contains 78555 members 
Mstep: Class 12 contains 1645 members 
Mstep: Class 13 contains 2184 members 
Mstep: Class 15 contains 31458 members 
Mstep: Class 16 contains 5247 members 
Mstep: Class 17 contains 12445 members 
Mstep: Class 18 contains 4430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42188028.000000 Penalty: 32736.513672
Iteration 41Q: 16 clusters Score -4.218803e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 21472 members 
Mstep: Class 4 contains 7016 members 
Mstep: Class 5 contains 6096 members 
Mstep: Class 6 contains 7399 members 
Mstep: Class 7 contains 6692 members 
Mstep: Class 8 contains 16267 members 
Mstep: Class 10 contains 478577 members 
Mstep: Class 11 contains 78447 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 13 contains 2185 members 
Mstep: Class 15 contains 31096 members 
Mstep: Class 16 contains 5376 members 
Mstep: Class 17 contains 12307 members 
Mstep: Class 18 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42188236.000000 Penalty: 32736.513672
Iteration 42Q: 16 clusters Score -4.218824e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 21396 members 
Mstep: Class 4 contains 7147 members 
Mstep: Class 5 contains 6135 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 6715 members 
Mstep: Class 8 contains 16446 members 
Mstep: Class 10 contains 478709 members 
Mstep: Class 11 contains 78395 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 2187 members 
Mstep: Class 15 contains 30761 members 
Mstep: Class 16 contains 5453 members 
Mstep: Class 17 contains 12185 members 
Mstep: Class 18 contains 4430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42188344.000000 Penalty: 32736.513672
Iteration 43Q: 16 clusters Score -4.218834e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 21321 members 
Mstep: Class 4 contains 7261 members 
Mstep: Class 5 contains 6171 members 
Mstep: Class 6 contains 7365 members 
Mstep: Class 7 contains 6736 members 
Mstep: Class 8 contains 16571 members 
Mstep: Class 10 contains 478863 members 
Mstep: Class 11 contains 78355 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 13 contains 2192 members 
Mstep: Class 15 contains 30472 members 
Mstep: Class 16 contains 5502 members 
Mstep: Class 17 contains 12092 members 
Mstep: Class 18 contains 4436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42188388.000000 Penalty: 32736.513672
Iteration 44Q: 16 clusters Score -4.218839e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 21278 members 
Mstep: Class 4 contains 7364 members 
Mstep: Class 5 contains 6200 members 
Mstep: Class 6 contains 7347 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 16674 members 
Mstep: Class 10 contains 479013 members 
Mstep: Class 11 contains 78327 members 
Mstep: Class 12 contains 1598 members 
Mstep: Class 13 contains 2198 members 
Mstep: Class 15 contains 30182 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 11996 members 
Mstep: Class 18 contains 4444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42188404.000000 Penalty: 32736.513672
Iteration 45Q: 16 clusters Score -4.21884e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 21235 members 
Mstep: Class 4 contains 7458 members 
Mstep: Class 5 contains 6230 members 
Mstep: Class 6 contains 7341 members 
Mstep: Class 7 contains 6795 members 
Mstep: Class 8 contains 16761 members 
Mstep: Class 10 contains 479201 members 
Mstep: Class 11 contains 78320 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 2205 members 
Mstep: Class 15 contains 29886 members 
Mstep: Class 16 contains 5574 members 
Mstep: Class 17 contains 11885 members 
Mstep: Class 18 contains 4450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42188540.000000 Penalty: 32736.513672
Iteration 46Q: 16 clusters Score -4.218854e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 21184 members 
Mstep: Class 4 contains 7537 members 
Mstep: Class 5 contains 6271 members 
Mstep: Class 6 contains 7336 members 
Mstep: Class 7 contains 6817 members 
Mstep: Class 8 contains 16841 members 
Mstep: Class 10 contains 479462 members 
Mstep: Class 11 contains 78311 members 
Mstep: Class 12 contains 1564 members 
Mstep: Class 13 contains 2202 members 
Mstep: Class 15 contains 29595 members 
Mstep: Class 16 contains 5593 members 
Mstep: Class 17 contains 11764 members 
Mstep: Class 18 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42188628.000000 Penalty: 32736.513672
Iteration 47Q: 16 clusters Score -4.218863e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 21175 members 
Mstep: Class 4 contains 7592 members 
Mstep: Class 5 contains 6317 members 
Mstep: Class 6 contains 7305 members 
Mstep: Class 7 contains 6840 members 
Mstep: Class 8 contains 16901 members 
Mstep: Class 10 contains 479715 members 
Mstep: Class 11 contains 78303 members 
Mstep: Class 12 contains 1539 members 
Mstep: Class 13 contains 2200 members 
Mstep: Class 15 contains 29318 members 
Mstep: Class 16 contains 5608 members 
Mstep: Class 17 contains 11656 members 
Mstep: Class 18 contains 4450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42188712.000000 Penalty: 32736.513672
Iteration 48Q: 16 clusters Score -4.218871e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 21161 members 
Mstep: Class 4 contains 7658 members 
Mstep: Class 5 contains 6350 members 
Mstep: Class 6 contains 7291 members 
Mstep: Class 7 contains 6862 members 
Mstep: Class 8 contains 16946 members 
Mstep: Class 10 contains 479922 members 
Mstep: Class 11 contains 78295 members 
Mstep: Class 12 contains 1507 members 
Mstep: Class 13 contains 2201 members 
Mstep: Class 15 contains 29052 members 
Mstep: Class 16 contains 5626 members 
Mstep: Class 17 contains 11591 members 
Mstep: Class 18 contains 4455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42188712.000000 Penalty: 32736.513672
Iteration 49Q: 16 clusters Score -4.218871e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 21171 members 
Mstep: Class 4 contains 7711 members 
Mstep: Class 5 contains 6380 members 
Mstep: Class 6 contains 7279 members 
Mstep: Class 7 contains 6876 members 
Mstep: Class 8 contains 16972 members 
Mstep: Class 10 contains 480133 members 
Mstep: Class 11 contains 78295 members 
Mstep: Class 12 contains 1484 members 
Mstep: Class 13 contains 2198 members 
Mstep: Class 15 contains 28786 members 
Mstep: Class 16 contains 5640 members 
Mstep: Class 17 contains 11527 members 
Mstep: Class 18 contains 4464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42188664.000000 Penalty: 32736.513672
Iteration 50Q: 16 clusters Score -4.218866e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 21181 members 
Mstep: Class 4 contains 7753 members 
Mstep: Class 5 contains 6398 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 6887 members 
Mstep: Class 8 contains 16994 members 
Mstep: Class 10 contains 480355 members 
Mstep: Class 11 contains 78295 members 
Mstep: Class 12 contains 1466 members 
Mstep: Class 13 contains 2196 members 
Mstep: Class 15 contains 28513 members 
Mstep: Class 16 contains 5653 members 
Mstep: Class 17 contains 11480 members 
Mstep: Class 18 contains 4465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42188660.000000 Penalty: 32736.513672
Iteration 51Q: 16 clusters Score -4.218866e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 21201 members 
Mstep: Class 4 contains 7780 members 
Mstep: Class 5 contains 6430 members 
Mstep: Class 6 contains 7273 members 
Mstep: Class 7 contains 6894 members 
Mstep: Class 8 contains 17011 members 
Mstep: Class 10 contains 480520 members 
Mstep: Class 11 contains 78301 members 
Mstep: Class 12 contains 1451 members 
Mstep: Class 13 contains 2200 members 
Mstep: Class 15 contains 28290 members 
Mstep: Class 16 contains 5663 members 
Mstep: Class 17 contains 11440 members 
Mstep: Class 18 contains 4461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42188796.000000 Penalty: 32736.513672
Iteration 52Q: 16 clusters Score -4.21888e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 21213 members 
Mstep: Class 4 contains 7802 members 
Mstep: Class 5 contains 6453 members 
Mstep: Class 6 contains 7268 members 
Mstep: Class 7 contains 6902 members 
Mstep: Class 8 contains 17029 members 
Mstep: Class 10 contains 480685 members 
Mstep: Class 11 contains 78306 members 
Mstep: Class 12 contains 1441 members 
Mstep: Class 13 contains 2198 members 
Mstep: Class 15 contains 28082 members 
Mstep: Class 16 contains 5669 members 
Mstep: Class 17 contains 11406 members 
Mstep: Class 18 contains 4461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42188780.000000 Penalty: 32736.513672
Iteration 53Q: 16 clusters Score -4.218878e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 21224 members 
Mstep: Class 4 contains 7827 members 
Mstep: Class 5 contains 6481 members 
Mstep: Class 6 contains 7259 members 
Mstep: Class 7 contains 6921 members 
Mstep: Class 8 contains 17045 members 
Mstep: Class 10 contains 480836 members 
Mstep: Class 11 contains 78303 members 
Mstep: Class 12 contains 1438 members 
Mstep: Class 13 contains 2196 members 
Mstep: Class 15 contains 27884 members 
Mstep: Class 16 contains 5672 members 
Mstep: Class 17 contains 11369 members 
Mstep: Class 18 contains 4459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42188688.000000 Penalty: 32736.513672
Iteration 54Q: 16 clusters Score -4.218869e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 21269 members 
Mstep: Class 4 contains 7848 members 
Mstep: Class 5 contains 6503 members 
Mstep: Class 6 contains 7250 members 
Mstep: Class 7 contains 6927 members 
Mstep: Class 8 contains 17053 members 
Mstep: Class 10 contains 480963 members 
Mstep: Class 11 contains 78301 members 
Mstep: Class 12 contains 1443 members 
Mstep: Class 13 contains 2191 members 
Mstep: Class 15 contains 27685 members 
Mstep: Class 16 contains 5678 members 
Mstep: Class 17 contains 11337 members 
Mstep: Class 18 contains 4465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42188852.000000 Penalty: 32736.513672
Iteration 55Q: 16 clusters Score -4.218885e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 21300 members 
Mstep: Class 4 contains 7855 members 
Mstep: Class 5 contains 6520 members 
Mstep: Class 6 contains 7248 members 
Mstep: Class 7 contains 6932 members 
Mstep: Class 8 contains 17063 members 
Mstep: Class 10 contains 481087 members 
Mstep: Class 11 contains 78300 members 
Mstep: Class 12 contains 1450 members 
Mstep: Class 13 contains 2188 members 
Mstep: Class 15 contains 27506 members 
Mstep: Class 16 contains 5685 members 
Mstep: Class 17 contains 11312 members 
Mstep: Class 18 contains 4467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42188888.000000 Penalty: 32736.513672
Iteration 56Q: 16 clusters Score -4.218889e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 21333 members 
Mstep: Class 4 contains 7870 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 7242 members 
Mstep: Class 7 contains 6943 members 
Mstep: Class 8 contains 17070 members 
Mstep: Class 10 contains 481214 members 
Mstep: Class 11 contains 78303 members 
Mstep: Class 12 contains 1454 members 
Mstep: Class 13 contains 2187 members 
Mstep: Class 15 contains 27323 members 
Mstep: Class 16 contains 5685 members 
Mstep: Class 17 contains 11290 members 
Mstep: Class 18 contains 4466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42188828.000000 Penalty: 32736.513672
Iteration 57Q: 16 clusters Score -4.218883e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 21365 members 
Mstep: Class 4 contains 7894 members 
Mstep: Class 5 contains 6553 members 
Mstep: Class 6 contains 7238 members 
Mstep: Class 7 contains 6944 members 
Mstep: Class 8 contains 17072 members 
Mstep: Class 10 contains 481369 members 
Mstep: Class 11 contains 78304 members 
Mstep: Class 12 contains 1454 members 
Mstep: Class 13 contains 2188 members 
Mstep: Class 15 contains 27116 members 
Mstep: Class 16 contains 5683 members 
Mstep: Class 17 contains 11267 members 
Mstep: Class 18 contains 4466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42188748.000000 Penalty: 32736.513672
Iteration 58Q: 16 clusters Score -4.218875e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 21387 members 
Mstep: Class 4 contains 7915 members 
Mstep: Class 5 contains 6574 members 
Mstep: Class 6 contains 7233 members 
Mstep: Class 7 contains 6945 members 
Mstep: Class 8 contains 17079 members 
Mstep: Class 10 contains 481474 members 
Mstep: Class 11 contains 78307 members 
Mstep: Class 12 contains 1461 members 
Mstep: Class 13 contains 2189 members 
Mstep: Class 15 contains 26959 members 
Mstep: Class 16 contains 5678 members 
Mstep: Class 17 contains 11243 members 
Mstep: Class 18 contains 4469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42188816.000000 Penalty: 32736.513672
Iteration 59Q: 16 clusters Score -4.218882e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 21430 members 
Mstep: Class 4 contains 7929 members 
Mstep: Class 5 contains 6595 members 
Mstep: Class 6 contains 7219 members 
Mstep: Class 7 contains 6949 members 
Mstep: Class 8 contains 17081 members 
Mstep: Class 10 contains 481574 members 
Mstep: Class 11 contains 78308 members 
Mstep: Class 12 contains 1465 members 
Mstep: Class 13 contains 2191 members 
Mstep: Class 15 contains 26801 members 
Mstep: Class 16 contains 5680 members 
Mstep: Class 17 contains 11218 members 
Mstep: Class 18 contains 4473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42188820.000000 Penalty: 32736.513672
Iteration 60F: 16 clusters Score -4.218882e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 21454 members 
Mstep: Class 4 contains 7940 members 
Mstep: Class 5 contains 6629 members 
Mstep: Class 6 contains 7212 members 
Mstep: Class 7 contains 6954 members 
Mstep: Class 8 contains 17083 members 
Mstep: Class 10 contains 481677 members 
Mstep: Class 11 contains 78306 members 
Mstep: Class 12 contains 1470 members 
Mstep: Class 13 contains 2192 members 
Mstep: Class 15 contains 26658 members 
Mstep: Class 16 contains 5679 members 
Mstep: Class 17 contains 11180 members 
Mstep: Class 18 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42188848.000000 Penalty: 32736.513672
Iteration 61Q: 16 clusters Score -4.218885e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 21480 members 
Mstep: Class 4 contains 7945 members 
Mstep: Class 5 contains 6650 members 
Mstep: Class 6 contains 7204 members 
Mstep: Class 7 contains 6958 members 
Mstep: Class 8 contains 17084 members 
Mstep: Class 10 contains 481757 members 
Mstep: Class 11 contains 78308 members 
Mstep: Class 12 contains 1463 members 
Mstep: Class 13 contains 2191 members 
Mstep: Class 15 contains 26552 members 
Mstep: Class 16 contains 5678 members 
Mstep: Class 17 contains 11158 members 
Mstep: Class 18 contains 4485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42188960.000000 Penalty: 32736.513672
Iteration 62Q: 16 clusters Score -4.218896e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 21513 members 
Mstep: Class 4 contains 7948 members 
Mstep: Class 5 contains 6670 members 
Mstep: Class 6 contains 7193 members 
Mstep: Class 7 contains 6962 members 
Mstep: Class 8 contains 17086 members 
Mstep: Class 10 contains 481818 members 
Mstep: Class 11 contains 78313 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 2191 members 
Mstep: Class 15 contains 26456 members 
Mstep: Class 16 contains 5677 members 
Mstep: Class 17 contains 11132 members 
Mstep: Class 18 contains 4490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42188904.000000 Penalty: 32736.513672
Iteration 63Q: 16 clusters Score -4.21889e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 21554 members 
Mstep: Class 4 contains 7948 members 
Mstep: Class 5 contains 6691 members 
Mstep: Class 6 contains 7185 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 17092 members 
Mstep: Class 10 contains 481865 members 
Mstep: Class 11 contains 78311 members 
Mstep: Class 12 contains 1477 members 
Mstep: Class 13 contains 2191 members 
Mstep: Class 15 contains 26361 members 
Mstep: Class 16 contains 5674 members 
Mstep: Class 17 contains 11101 members 
Mstep: Class 18 contains 4497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42188992.000000 Penalty: 32736.513672
Iteration 64Q: 16 clusters Score -4.218899e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 21593 members 
Mstep: Class 4 contains 7957 members 
Mstep: Class 5 contains 6702 members 
Mstep: Class 6 contains 7177 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 17101 members 
Mstep: Class 10 contains 481918 members 
Mstep: Class 11 contains 78311 members 
Mstep: Class 12 contains 1480 members 
Mstep: Class 13 contains 2190 members 
Mstep: Class 15 contains 26271 members 
Mstep: Class 16 contains 5674 members 
Mstep: Class 17 contains 11068 members 
Mstep: Class 18 contains 4501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189016.000000 Penalty: 32736.513672
Iteration 65Q: 16 clusters Score -4.218902e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 21621 members 
Mstep: Class 4 contains 7966 members 
Mstep: Class 5 contains 6729 members 
Mstep: Class 6 contains 7164 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 17110 members 
Mstep: Class 10 contains 481963 members 
Mstep: Class 11 contains 78311 members 
Mstep: Class 12 contains 1492 members 
Mstep: Class 13 contains 2188 members 
Mstep: Class 15 contains 26192 members 
Mstep: Class 16 contains 5676 members 
Mstep: Class 17 contains 11030 members 
Mstep: Class 18 contains 4501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189052.000000 Penalty: 32736.513672
Iteration 66Q: 16 clusters Score -4.218905e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 21639 members 
Mstep: Class 4 contains 7973 members 
Mstep: Class 5 contains 6755 members 
Mstep: Class 6 contains 7153 members 
Mstep: Class 7 contains 6969 members 
Mstep: Class 8 contains 17120 members 
Mstep: Class 10 contains 482009 members 
Mstep: Class 11 contains 78311 members 
Mstep: Class 12 contains 1502 members 
Mstep: Class 13 contains 2187 members 
Mstep: Class 15 contains 26122 members 
Mstep: Class 16 contains 5675 members 
Mstep: Class 17 contains 10995 members 
Mstep: Class 18 contains 4503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189052.000000 Penalty: 32736.513672
Iteration 67Q: 16 clusters Score -4.218905e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 21667 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 6767 members 
Mstep: Class 6 contains 7152 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 17135 members 
Mstep: Class 10 contains 482052 members 
Mstep: Class 11 contains 78313 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 2186 members 
Mstep: Class 15 contains 26036 members 
Mstep: Class 16 contains 5674 members 
Mstep: Class 17 contains 10965 members 
Mstep: Class 18 contains 4501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189036.000000 Penalty: 32736.513672
Iteration 68Q: 16 clusters Score -4.218904e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 21703 members 
Mstep: Class 4 contains 7989 members 
Mstep: Class 5 contains 6780 members 
Mstep: Class 6 contains 7151 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 17152 members 
Mstep: Class 10 contains 482092 members 
Mstep: Class 11 contains 78313 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 2186 members 
Mstep: Class 15 contains 25945 members 
Mstep: Class 16 contains 5676 members 
Mstep: Class 17 contains 10933 members 
Mstep: Class 18 contains 4501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189100.000000 Penalty: 32736.513672
Iteration 69Q: 16 clusters Score -4.21891e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 21745 members 
Mstep: Class 4 contains 7992 members 
Mstep: Class 5 contains 6795 members 
Mstep: Class 6 contains 7142 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 17152 members 
Mstep: Class 10 contains 482136 members 
Mstep: Class 11 contains 78312 members 
Mstep: Class 12 contains 1534 members 
Mstep: Class 13 contains 2185 members 
Mstep: Class 15 contains 25848 members 
Mstep: Class 16 contains 5677 members 
Mstep: Class 17 contains 10916 members 
Mstep: Class 18 contains 4505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189244.000000 Penalty: 32736.513672
Iteration 70Q: 16 clusters Score -4.218924e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 21770 members 
Mstep: Class 4 contains 7993 members 
Mstep: Class 5 contains 6802 members 
Mstep: Class 6 contains 7137 members 
Mstep: Class 7 contains 6978 members 
Mstep: Class 8 contains 17155 members 
Mstep: Class 10 contains 482191 members 
Mstep: Class 11 contains 78312 members 
Mstep: Class 12 contains 1540 members 
Mstep: Class 13 contains 2187 members 
Mstep: Class 15 contains 25756 members 
Mstep: Class 16 contains 5681 members 
Mstep: Class 17 contains 10901 members 
Mstep: Class 18 contains 4509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189336.000000 Penalty: 32736.513672
Iteration 71Q: 16 clusters Score -4.218934e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 21798 members 
Mstep: Class 4 contains 7996 members 
Mstep: Class 5 contains 6807 members 
Mstep: Class 6 contains 7128 members 
Mstep: Class 7 contains 6983 members 
Mstep: Class 8 contains 17158 members 
Mstep: Class 10 contains 482229 members 
Mstep: Class 11 contains 78309 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 2188 members 
Mstep: Class 15 contains 25680 members 
Mstep: Class 16 contains 5683 members 
Mstep: Class 17 contains 10890 members 
Mstep: Class 18 contains 4511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189276.000000 Penalty: 32736.513672
Iteration 72Q: 16 clusters Score -4.218928e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 21834 members 
Mstep: Class 4 contains 7997 members 
Mstep: Class 5 contains 6812 members 
Mstep: Class 6 contains 7120 members 
Mstep: Class 7 contains 6986 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482281 members 
Mstep: Class 11 contains 78308 members 
Mstep: Class 12 contains 1569 members 
Mstep: Class 13 contains 2188 members 
Mstep: Class 15 contains 25578 members 
Mstep: Class 16 contains 5687 members 
Mstep: Class 17 contains 10878 members 
Mstep: Class 18 contains 4513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189320.000000 Penalty: 32736.513672
Iteration 73Q: 16 clusters Score -4.218932e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 21863 members 
Mstep: Class 4 contains 7996 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 7116 members 
Mstep: Class 7 contains 6986 members 
Mstep: Class 8 contains 17165 members 
Mstep: Class 10 contains 482317 members 
Mstep: Class 11 contains 78305 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 2188 members 
Mstep: Class 15 contains 25491 members 
Mstep: Class 16 contains 5691 members 
Mstep: Class 17 contains 10872 members 
Mstep: Class 18 contains 4516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189320.000000 Penalty: 32736.513672
Iteration 74Q: 16 clusters Score -4.218932e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 21892 members 
Mstep: Class 4 contains 7994 members 
Mstep: Class 5 contains 6832 members 
Mstep: Class 6 contains 7108 members 
Mstep: Class 7 contains 6991 members 
Mstep: Class 8 contains 17168 members 
Mstep: Class 10 contains 482371 members 
Mstep: Class 11 contains 78301 members 
Mstep: Class 12 contains 1602 members 
Mstep: Class 13 contains 2187 members 
Mstep: Class 15 contains 25394 members 
Mstep: Class 16 contains 5692 members 
Mstep: Class 17 contains 10865 members 
Mstep: Class 18 contains 4515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189208.000000 Penalty: 32736.513672
Iteration 75Q: 16 clusters Score -4.218921e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 21913 members 
Mstep: Class 4 contains 7991 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 7103 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 17168 members 
Mstep: Class 10 contains 482433 members 
Mstep: Class 11 contains 78299 members 
Mstep: Class 12 contains 1621 members 
Mstep: Class 13 contains 2187 members 
Mstep: Class 15 contains 25302 members 
Mstep: Class 16 contains 5691 members 
Mstep: Class 17 contains 10858 members 
Mstep: Class 18 contains 4513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189260.000000 Penalty: 32736.513672
Iteration 76Q: 16 clusters Score -4.218926e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 21953 members 
Mstep: Class 4 contains 7990 members 
Mstep: Class 5 contains 6846 members 
Mstep: Class 6 contains 7097 members 
Mstep: Class 7 contains 7001 members 
Mstep: Class 8 contains 17167 members 
Mstep: Class 10 contains 482476 members 
Mstep: Class 11 contains 78298 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 13 contains 2187 members 
Mstep: Class 15 contains 25217 members 
Mstep: Class 16 contains 5692 members 
Mstep: Class 17 contains 10849 members 
Mstep: Class 18 contains 4512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189268.000000 Penalty: 32736.513672
Iteration 77Q: 16 clusters Score -4.218927e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 22005 members 
Mstep: Class 4 contains 7991 members 
Mstep: Class 5 contains 6851 members 
Mstep: Class 6 contains 7086 members 
Mstep: Class 7 contains 7004 members 
Mstep: Class 8 contains 17163 members 
Mstep: Class 10 contains 482512 members 
Mstep: Class 11 contains 78297 members 
Mstep: Class 12 contains 1634 members 
Mstep: Class 13 contains 2186 members 
Mstep: Class 15 contains 25133 members 
Mstep: Class 16 contains 5690 members 
Mstep: Class 17 contains 10845 members 
Mstep: Class 18 contains 4515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189292.000000 Penalty: 32736.513672
Iteration 78Q: 16 clusters Score -4.218929e+07 nChanged 215
Entering ConstructFrom: 
Score: -42189292.000000 Penalty: 32736.513672
Entering ConstructFrom: 
Trying to split cluster 1 (1433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Entering Unmasked Estep 
Score: -80216.531250 Penalty: 1180.972900
	Iteration 0F: 2 clusters Score -80216.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -78449.570312 Penalty: 2361.945801
	Iteration 0F: 3 clusters Score -78449.57 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -78808.023438 Penalty: 2361.945801
	Iteration 1F: 3 clusters Score -78808.02 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -78936.054688 Penalty: 2361.945801
	Iteration 2F: 3 clusters Score -78936.05 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -79002.468750 Penalty: 2361.945801
	Iteration 3F: 3 clusters Score -79002.47 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -79043.648438 Penalty: 2361.945801
	Iteration 4Q: 3 clusters Score -79043.65 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -79070.812500 Penalty: 2361.945801
	Iteration 5Q: 3 clusters Score -79070.81 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -79092.101562 Penalty: 2361.945801
	Iteration 6Q: 3 clusters Score -79092.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -79107.515625 Penalty: 2361.945801
	Iteration 7Q: 3 clusters Score -79107.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -79129.914062 Penalty: 2361.945801
	Iteration 8Q: 3 clusters Score -79129.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -79150.351562 Penalty: 2361.945801
	Iteration 9Q: 3 clusters Score -79150.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -79160.023438 Penalty: 2361.945801
	Iteration 10Q: 3 clusters Score -79160.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -79170.984375 Penalty: 2361.945801
	Iteration 11Q: 3 clusters Score -79170.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -79178.492188 Penalty: 2361.945801
	Iteration 12Q: 3 clusters Score -79178.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -79190.718750 Penalty: 2361.945801
	Iteration 13Q: 3 clusters Score -79190.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -79197.507812 Penalty: 2361.945801
	Iteration 14Q: 3 clusters Score -79197.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -79201.992188 Penalty: 2361.945801
	Iteration 15Q: 3 clusters Score -79201.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -79206.070312 Penalty: 2361.945801
	Iteration 16Q: 3 clusters Score -79206.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -79210.937500 Penalty: 2361.945801
	Iteration 17Q: 3 clusters Score -79210.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -79218.703125 Penalty: 2361.945801
	Iteration 18Q: 3 clusters Score -79218.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -79225.195312 Penalty: 2361.945801
	Iteration 19Q: 3 clusters Score -79225.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -79230.539062 Penalty: 2361.945801
	Iteration 20F: 3 clusters Score -79230.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -79232.593750 Penalty: 2361.945801
	Iteration 21Q: 3 clusters Score -79232.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -79234.500000 Penalty: 2361.945801
	Iteration 22Q: 3 clusters Score -79234.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -79236.335938 Penalty: 2361.945801
	Iteration 23Q: 3 clusters Score -79236.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -79237.546875 Penalty: 2361.945801
	Iteration 24Q: 3 clusters Score -79237.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -79238.218750 Penalty: 2361.945801
	Iteration 25Q: 3 clusters Score -79238.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -79238.671875 Penalty: 2361.945801
	Iteration 26Q: 3 clusters Score -79238.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -79239.195312 Penalty: 2361.945801
	Iteration 27Q: 3 clusters Score -79239.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -79239.195312 Penalty: 2361.945801
	Iteration 28F: 3 clusters Score -79239.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Entering Unmasked Estep 
Score: -1439224.625000 Penalty: 1625.180908
	Iteration 0F: 2 clusters Score -1439225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1424273.250000 Penalty: 3250.361816
	Iteration 0F: 3 clusters Score -1424273 nChanged 10058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1429737.000000 Penalty: 3250.361816
	Iteration 1F: 3 clusters Score -1429737 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1430111.125000 Penalty: 3250.361816
	Iteration 2Q: 3 clusters Score -1430111 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1430507.750000 Penalty: 3250.361816
	Iteration 3Q: 3 clusters Score -1430508 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1430998.750000 Penalty: 3250.361816
	Iteration 4Q: 3 clusters Score -1430999 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1431636.750000 Penalty: 3250.361816
	Iteration 5F: 3 clusters Score -1431637 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -1432474.250000 Penalty: 3250.361816
	Iteration 6F: 3 clusters Score -1432474 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -1433544.750000 Penalty: 3250.361816
	Iteration 7F: 3 clusters Score -1433545 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -1434717.125000 Penalty: 3250.361816
	Iteration 8F: 3 clusters Score -1434717 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -1435707.125000 Penalty: 3250.361816
	Iteration 9F: 3 clusters Score -1435707 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -1436373.125000 Penalty: 3250.361816
	Iteration 10Q: 3 clusters Score -1436373 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -1436757.375000 Penalty: 3250.361816
	Iteration 11Q: 3 clusters Score -1436757 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -1436963.250000 Penalty: 3250.361816
	Iteration 12Q: 3 clusters Score -1436963 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -1437088.875000 Penalty: 3250.361816
	Iteration 13Q: 3 clusters Score -1437089 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -1437197.375000 Penalty: 3250.361816
	Iteration 14Q: 3 clusters Score -1437197 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -1437286.375000 Penalty: 3250.361816
	Iteration 15Q: 3 clusters Score -1437286 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -1437361.250000 Penalty: 3250.361816
	Iteration 16Q: 3 clusters Score -1437361 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -1437426.375000 Penalty: 3250.361816
	Iteration 17Q: 3 clusters Score -1437426 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -1437469.500000 Penalty: 3250.361816
	Iteration 18Q: 3 clusters Score -1437470 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -1437520.625000 Penalty: 3250.361816
	Iteration 19Q: 3 clusters Score -1437521 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -1437566.750000 Penalty: 3250.361816
	Iteration 20F: 3 clusters Score -1437567 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -1437614.500000 Penalty: 3250.361816
	Iteration 21Q: 3 clusters Score -1437614 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -1437654.000000 Penalty: 3250.361816
	Iteration 22Q: 3 clusters Score -1437654 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -1437689.500000 Penalty: 3250.361816
	Iteration 23Q: 3 clusters Score -1437690 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -1437726.750000 Penalty: 3250.361816
	Iteration 24Q: 3 clusters Score -1437727 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -1437748.625000 Penalty: 3250.361816
	Iteration 25Q: 3 clusters Score -1437749 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -1437767.125000 Penalty: 3250.361816
	Iteration 26Q: 3 clusters Score -1437767 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -1437788.625000 Penalty: 3250.361816
	Iteration 27Q: 3 clusters Score -1437789 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -1437792.375000 Penalty: 3250.361816
	Iteration 28Q: 3 clusters Score -1437792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -1437800.250000 Penalty: 3250.361816
	Iteration 29Q: 3 clusters Score -1437800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -1437807.125000 Penalty: 3250.361816
	Iteration 30Q: 3 clusters Score -1437807 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -1437819.750000 Penalty: 3250.361816
	Iteration 31Q: 3 clusters Score -1437820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -1437826.250000 Penalty: 3250.361816
	Iteration 32Q: 3 clusters Score -1437826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -1437833.250000 Penalty: 3250.361816
	Iteration 33Q: 3 clusters Score -1437833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -1437842.000000 Penalty: 3250.361816
	Iteration 34Q: 3 clusters Score -1437842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -1437848.125000 Penalty: 3250.361816
	Iteration 35Q: 3 clusters Score -1437848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -1437849.500000 Penalty: 3250.361816
	Iteration 36Q: 3 clusters Score -1437850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -1437853.125000 Penalty: 3250.361816
	Iteration 37Q: 3 clusters Score -1437853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -1437861.625000 Penalty: 3250.361816
	Iteration 38Q: 3 clusters Score -1437862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -1437869.000000 Penalty: 3250.361816
	Iteration 39Q: 3 clusters Score -1437869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -1437872.375000 Penalty: 3250.361816
	Iteration 40F: 3 clusters Score -1437872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -1437875.125000 Penalty: 3250.361816
	Iteration 41Q: 3 clusters Score -1437875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -1437873.875000 Penalty: 3250.361816
	Iteration 42Q: 3 clusters Score -1437874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -1437875.375000 Penalty: 3250.361816
	Iteration 43Q: 3 clusters Score -1437875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -1437877.375000 Penalty: 3250.361816
	Iteration 44Q: 3 clusters Score -1437877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -1437877.125000 Penalty: 3250.361816
	Iteration 45Q: 3 clusters Score -1437877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -1437877.125000 Penalty: 3250.361816
	Iteration 46F: 3 clusters Score -1437877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Entering Unmasked Estep 
Score: -534256.125000 Penalty: 1460.256958
	Iteration 0F: 2 clusters Score -534256.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -528394.437500 Penalty: 2920.513916
	Iteration 0F: 3 clusters Score -528394.4 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -530284.625000 Penalty: 2920.513916
	Iteration 1F: 3 clusters Score -530284.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -530480.250000 Penalty: 2920.513916
	Iteration 2F: 3 clusters Score -530480.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -530620.875000 Penalty: 2920.513916
	Iteration 3Q: 3 clusters Score -530620.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -530740.750000 Penalty: 2920.513916
	Iteration 4Q: 3 clusters Score -530740.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -530858.500000 Penalty: 2920.513916
	Iteration 5Q: 3 clusters Score -530858.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -530996.812500 Penalty: 2920.513916
	Iteration 6Q: 3 clusters Score -530996.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -531164.500000 Penalty: 2920.513916
	Iteration 7Q: 3 clusters Score -531164.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -531372.250000 Penalty: 2920.513916
	Iteration 8Q: 3 clusters Score -531372.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -531692.687500 Penalty: 2920.513916
	Iteration 9Q: 3 clusters Score -531692.7 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -532040.812500 Penalty: 2920.513916
	Iteration 10F: 3 clusters Score -532040.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -532350.437500 Penalty: 2920.513916
	Iteration 11Q: 3 clusters Score -532350.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -532589.500000 Penalty: 2920.513916
	Iteration 12Q: 3 clusters Score -532589.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -532729.437500 Penalty: 2920.513916
	Iteration 13Q: 3 clusters Score -532729.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -532813.625000 Penalty: 2920.513916
	Iteration 14Q: 3 clusters Score -532813.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -532876.125000 Penalty: 2920.513916
	Iteration 15Q: 3 clusters Score -532876.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -532916.500000 Penalty: 2920.513916
	Iteration 16Q: 3 clusters Score -532916.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -532947.062500 Penalty: 2920.513916
	Iteration 17Q: 3 clusters Score -532947.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -532970.625000 Penalty: 2920.513916
	Iteration 18Q: 3 clusters Score -532970.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -532994.375000 Penalty: 2920.513916
	Iteration 19Q: 3 clusters Score -532994.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -533008.875000 Penalty: 2920.513916
	Iteration 20F: 3 clusters Score -533008.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -533020.562500 Penalty: 2920.513916
	Iteration 21Q: 3 clusters Score -533020.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -533028.875000 Penalty: 2920.513916
	Iteration 22Q: 3 clusters Score -533028.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -533036.312500 Penalty: 2920.513916
	Iteration 23Q: 3 clusters Score -533036.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -533038.375000 Penalty: 2920.513916
	Iteration 24Q: 3 clusters Score -533038.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -533043.875000 Penalty: 2920.513916
	Iteration 25Q: 3 clusters Score -533043.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -533049.312500 Penalty: 2920.513916
	Iteration 26Q: 3 clusters Score -533049.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -533053.062500 Penalty: 2920.513916
	Iteration 27Q: 3 clusters Score -533053.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -533058.125000 Penalty: 2920.513916
	Iteration 28Q: 3 clusters Score -533058.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -533064.187500 Penalty: 2920.513916
	Iteration 29Q: 3 clusters Score -533064.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -533068.375000 Penalty: 2920.513916
	Iteration 30Q: 3 clusters Score -533068.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -533073.062500 Penalty: 2920.513916
	Iteration 31Q: 3 clusters Score -533073.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -533074.750000 Penalty: 2920.513916
	Iteration 32Q: 3 clusters Score -533074.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -533077.375000 Penalty: 2920.513916
	Iteration 33Q: 3 clusters Score -533077.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -533081.062500 Penalty: 2920.513916
	Iteration 34Q: 3 clusters Score -533081.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -533085.562500 Penalty: 2920.513916
	Iteration 35Q: 3 clusters Score -533085.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -533087.750000 Penalty: 2920.513916
	Iteration 36Q: 3 clusters Score -533087.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -533092.375000 Penalty: 2920.513916
	Iteration 37Q: 3 clusters Score -533092.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -533093.062500 Penalty: 2920.513916
	Iteration 38Q: 3 clusters Score -533093.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -533095.750000 Penalty: 2920.513916
	Iteration 39Q: 3 clusters Score -533095.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -533098.687500 Penalty: 2920.513916
	Iteration 40F: 3 clusters Score -533098.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -533103.062500 Penalty: 2920.513916
	Iteration 41Q: 3 clusters Score -533103.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -533107.125000 Penalty: 2920.513916
	Iteration 42Q: 3 clusters Score -533107.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -533108.750000 Penalty: 2920.513916
	Iteration 43Q: 3 clusters Score -533108.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -533110.375000 Penalty: 2920.513916
	Iteration 44Q: 3 clusters Score -533110.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -533112.000000 Penalty: 2920.513916
	Iteration 45Q: 3 clusters Score -533112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -533113.562500 Penalty: 2920.513916
	Iteration 46Q: 3 clusters Score -533113.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -533115.125000 Penalty: 2920.513916
	Iteration 47Q: 3 clusters Score -533115.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -533115.125000 Penalty: 2920.513916
	Iteration 48F: 3 clusters Score -533115.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Entering Unmasked Estep 
Score: -425037.500000 Penalty: 1435.342896
	Iteration 0F: 2 clusters Score -425037.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -419843.187500 Penalty: 2870.685791
	Iteration 0F: 3 clusters Score -419843.2 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -421414.906250 Penalty: 2870.685791
	Iteration 1F: 3 clusters Score -421414.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -421647.593750 Penalty: 2870.685791
	Iteration 2F: 3 clusters Score -421647.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -421818.125000 Penalty: 2870.685791
	Iteration 3F: 3 clusters Score -421818.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -421962.218750 Penalty: 2870.685791
	Iteration 4Q: 3 clusters Score -421962.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -422091.625000 Penalty: 2870.685791
	Iteration 5Q: 3 clusters Score -422091.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -422208.625000 Penalty: 2870.685791
	Iteration 6Q: 3 clusters Score -422208.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -422331.375000 Penalty: 2870.685791
	Iteration 7Q: 3 clusters Score -422331.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -422461.093750 Penalty: 2870.685791
	Iteration 8Q: 3 clusters Score -422461.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -422578.250000 Penalty: 2870.685791
	Iteration 9Q: 3 clusters Score -422578.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -422707.437500 Penalty: 2870.685791
	Iteration 10Q: 3 clusters Score -422707.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -422821.031250 Penalty: 2870.685791
	Iteration 11Q: 3 clusters Score -422821 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -422936.250000 Penalty: 2870.685791
	Iteration 12Q: 3 clusters Score -422936.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -423029.843750 Penalty: 2870.685791
	Iteration 13Q: 3 clusters Score -423029.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -423113.000000 Penalty: 2870.685791
	Iteration 14Q: 3 clusters Score -423113 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -423187.312500 Penalty: 2870.685791
	Iteration 15Q: 3 clusters Score -423187.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -423254.093750 Penalty: 2870.685791
	Iteration 16Q: 3 clusters Score -423254.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -423308.187500 Penalty: 2870.685791
	Iteration 17Q: 3 clusters Score -423308.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -423341.843750 Penalty: 2870.685791
	Iteration 18Q: 3 clusters Score -423341.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -423362.281250 Penalty: 2870.685791
	Iteration 19Q: 3 clusters Score -423362.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -423385.468750 Penalty: 2870.685791
	Iteration 20F: 3 clusters Score -423385.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -423404.843750 Penalty: 2870.685791
	Iteration 21Q: 3 clusters Score -423404.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -423416.718750 Penalty: 2870.685791
	Iteration 22Q: 3 clusters Score -423416.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -423423.593750 Penalty: 2870.685791
	Iteration 23Q: 3 clusters Score -423423.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -423435.031250 Penalty: 2870.685791
	Iteration 24Q: 3 clusters Score -423435 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -423443.687500 Penalty: 2870.685791
	Iteration 25Q: 3 clusters Score -423443.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -423454.750000 Penalty: 2870.685791
	Iteration 26Q: 3 clusters Score -423454.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -423463.906250 Penalty: 2870.685791
	Iteration 27Q: 3 clusters Score -423463.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -423471.343750 Penalty: 2870.685791
	Iteration 28Q: 3 clusters Score -423471.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -423478.031250 Penalty: 2870.685791
	Iteration 29Q: 3 clusters Score -423478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -423478.843750 Penalty: 2870.685791
	Iteration 30Q: 3 clusters Score -423478.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -423483.031250 Penalty: 2870.685791
	Iteration 31Q: 3 clusters Score -423483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -423484.718750 Penalty: 2870.685791
	Iteration 32Q: 3 clusters Score -423484.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -423487.250000 Penalty: 2870.685791
	Iteration 33Q: 3 clusters Score -423487.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -423489.656250 Penalty: 2870.685791
	Iteration 34Q: 3 clusters Score -423489.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -423497.625000 Penalty: 2870.685791
	Iteration 35Q: 3 clusters Score -423497.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -423503.437500 Penalty: 2870.685791
	Iteration 36Q: 3 clusters Score -423503.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -423510.687500 Penalty: 2870.685791
	Iteration 37Q: 3 clusters Score -423510.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -423518.812500 Penalty: 2870.685791
	Iteration 38Q: 3 clusters Score -423518.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -423528.468750 Penalty: 2870.685791
	Iteration 39Q: 3 clusters Score -423528.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -423540.468750 Penalty: 2870.685791
	Iteration 40F: 3 clusters Score -423540.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -423547.093750 Penalty: 2870.685791
	Iteration 41Q: 3 clusters Score -423547.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -423551.281250 Penalty: 2870.685791
	Iteration 42Q: 3 clusters Score -423551.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -423557.125000 Penalty: 2870.685791
	Iteration 43Q: 3 clusters Score -423557.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -423560.656250 Penalty: 2870.685791
	Iteration 44Q: 3 clusters Score -423560.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -423564.687500 Penalty: 2870.685791
	Iteration 45Q: 3 clusters Score -423564.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -423569.937500 Penalty: 2870.685791
	Iteration 46Q: 3 clusters Score -423569.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -423574.125000 Penalty: 2870.685791
	Iteration 47Q: 3 clusters Score -423574.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -423577.375000 Penalty: 2870.685791
	Iteration 48Q: 3 clusters Score -423577.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -423581.531250 Penalty: 2870.685791
	Iteration 49Q: 3 clusters Score -423581.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -423590.781250 Penalty: 2870.685791
	Iteration 50Q: 3 clusters Score -423590.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -423601.468750 Penalty: 2870.685791
	Iteration 51Q: 3 clusters Score -423601.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -423612.843750 Penalty: 2870.685791
	Iteration 52Q: 3 clusters Score -423612.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -423626.906250 Penalty: 2870.685791
	Iteration 53Q: 3 clusters Score -423626.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -423644.062500 Penalty: 2870.685791
	Iteration 54Q: 3 clusters Score -423644.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -423659.656250 Penalty: 2870.685791
	Iteration 55Q: 3 clusters Score -423659.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -423670.312500 Penalty: 2870.685791
	Iteration 56Q: 3 clusters Score -423670.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -423679.843750 Penalty: 2870.685791
	Iteration 57Q: 3 clusters Score -423679.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -423684.656250 Penalty: 2870.685791
	Iteration 58Q: 3 clusters Score -423684.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -423685.062500 Penalty: 2870.685791
	Iteration 59Q: 3 clusters Score -423685.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -423687.687500 Penalty: 2870.685791
	Iteration 60F: 3 clusters Score -423687.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -423692.093750 Penalty: 2870.685791
	Iteration 61Q: 3 clusters Score -423692.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -423696.531250 Penalty: 2870.685791
	Iteration 62Q: 3 clusters Score -423696.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -423700.187500 Penalty: 2870.685791
	Iteration 63Q: 3 clusters Score -423700.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -423702.781250 Penalty: 2870.685791
	Iteration 64Q: 3 clusters Score -423702.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -423703.812500 Penalty: 2870.685791
	Iteration 65Q: 3 clusters Score -423703.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -423706.250000 Penalty: 2870.685791
	Iteration 66Q: 3 clusters Score -423706.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -423708.187500 Penalty: 2870.685791
	Iteration 67Q: 3 clusters Score -423708.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -423709.656250 Penalty: 2870.685791
	Iteration 68Q: 3 clusters Score -423709.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -423710.656250 Penalty: 2870.685791
	Iteration 69Q: 3 clusters Score -423710.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -423710.656250 Penalty: 2870.685791
	Iteration 70F: 3 clusters Score -423710.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Entering Unmasked Estep 
Score: -438461.468750 Penalty: 1440.452393
	Iteration 0F: 2 clusters Score -438461.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -433104.937500 Penalty: 2880.904785
	Iteration 0F: 3 clusters Score -433104.9 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -434703.062500 Penalty: 2880.904785
	Iteration 1F: 3 clusters Score -434703.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -434886.093750 Penalty: 2880.904785
	Iteration 2F: 3 clusters Score -434886.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -435038.687500 Penalty: 2880.904785
	Iteration 3Q: 3 clusters Score -435038.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -435209.093750 Penalty: 2880.904785
	Iteration 4Q: 3 clusters Score -435209.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -435461.781250 Penalty: 2880.904785
	Iteration 5Q: 3 clusters Score -435461.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -435814.937500 Penalty: 2880.904785
	Iteration 6F: 3 clusters Score -435814.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -436229.656250 Penalty: 2880.904785
	Iteration 7F: 3 clusters Score -436229.7 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -436707.000000 Penalty: 2880.904785
	Iteration 8F: 3 clusters Score -436707 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -437072.906250 Penalty: 2880.904785
	Iteration 9F: 3 clusters Score -437072.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -437335.187500 Penalty: 2880.904785
	Iteration 10Q: 3 clusters Score -437335.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -437520.562500 Penalty: 2880.904785
	Iteration 11Q: 3 clusters Score -437520.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -437650.718750 Penalty: 2880.904785
	Iteration 12Q: 3 clusters Score -437650.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -437725.593750 Penalty: 2880.904785
	Iteration 13Q: 3 clusters Score -437725.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -437773.562500 Penalty: 2880.904785
	Iteration 14Q: 3 clusters Score -437773.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -437806.156250 Penalty: 2880.904785
	Iteration 15Q: 3 clusters Score -437806.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -437826.687500 Penalty: 2880.904785
	Iteration 16Q: 3 clusters Score -437826.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -437846.125000 Penalty: 2880.904785
	Iteration 17Q: 3 clusters Score -437846.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -437860.437500 Penalty: 2880.904785
	Iteration 18Q: 3 clusters Score -437860.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -437877.875000 Penalty: 2880.904785
	Iteration 19Q: 3 clusters Score -437877.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -437902.812500 Penalty: 2880.904785
	Iteration 20F: 3 clusters Score -437902.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -437928.500000 Penalty: 2880.904785
	Iteration 21Q: 3 clusters Score -437928.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -437957.843750 Penalty: 2880.904785
	Iteration 22Q: 3 clusters Score -437957.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -437990.500000 Penalty: 2880.904785
	Iteration 23Q: 3 clusters Score -437990.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -438017.406250 Penalty: 2880.904785
	Iteration 24Q: 3 clusters Score -438017.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -438029.843750 Penalty: 2880.904785
	Iteration 25Q: 3 clusters Score -438029.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -438038.531250 Penalty: 2880.904785
	Iteration 26Q: 3 clusters Score -438038.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -438043.593750 Penalty: 2880.904785
	Iteration 27Q: 3 clusters Score -438043.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -438046.906250 Penalty: 2880.904785
	Iteration 28Q: 3 clusters Score -438046.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -438051.156250 Penalty: 2880.904785
	Iteration 29Q: 3 clusters Score -438051.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -438053.500000 Penalty: 2880.904785
	Iteration 30Q: 3 clusters Score -438053.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -438054.250000 Penalty: 2880.904785
	Iteration 31Q: 3 clusters Score -438054.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -438055.062500 Penalty: 2880.904785
	Iteration 32Q: 3 clusters Score -438055.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -438055.062500 Penalty: 2880.904785
	Iteration 33F: 3 clusters Score -438055.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Entering Unmasked Estep 
Score: -433484.031250 Penalty: 1438.836670
	Iteration 0F: 2 clusters Score -433484 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 3558 members 
Entering Unmasked Estep 
Score: -428267.718750 Penalty: 2877.673340
	Iteration 0F: 3 clusters Score -428267.7 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -429800.781250 Penalty: 2877.673340
	Iteration 1F: 3 clusters Score -429800.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -429986.437500 Penalty: 2877.673340
	Iteration 2F: 3 clusters Score -429986.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -430156.812500 Penalty: 2877.673340
	Iteration 3Q: 3 clusters Score -430156.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -430326.968750 Penalty: 2877.673340
	Iteration 4Q: 3 clusters Score -430327 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -430512.593750 Penalty: 2877.673340
	Iteration 5Q: 3 clusters Score -430512.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -430702.812500 Penalty: 2877.673340
	Iteration 6Q: 3 clusters Score -430702.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -430878.375000 Penalty: 2877.673340
	Iteration 7Q: 3 clusters Score -430878.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -431020.031250 Penalty: 2877.673340
	Iteration 8Q: 3 clusters Score -431020 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -431139.656250 Penalty: 2877.673340
	Iteration 9Q: 3 clusters Score -431139.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -431245.437500 Penalty: 2877.673340
	Iteration 10Q: 3 clusters Score -431245.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -431327.406250 Penalty: 2877.673340
	Iteration 11Q: 3 clusters Score -431327.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -431410.687500 Penalty: 2877.673340
	Iteration 12Q: 3 clusters Score -431410.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -431496.093750 Penalty: 2877.673340
	Iteration 13Q: 3 clusters Score -431496.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -431577.687500 Penalty: 2877.673340
	Iteration 14Q: 3 clusters Score -431577.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -431654.875000 Penalty: 2877.673340
	Iteration 15Q: 3 clusters Score -431654.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -431717.437500 Penalty: 2877.673340
	Iteration 16Q: 3 clusters Score -431717.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -431761.593750 Penalty: 2877.673340
	Iteration 17Q: 3 clusters Score -431761.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -431802.468750 Penalty: 2877.673340
	Iteration 18Q: 3 clusters Score -431802.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -431846.781250 Penalty: 2877.673340
	Iteration 19Q: 3 clusters Score -431846.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -431892.218750 Penalty: 2877.673340
	Iteration 20F: 3 clusters Score -431892.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -431932.062500 Penalty: 2877.673340
	Iteration 21Q: 3 clusters Score -431932.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -431962.468750 Penalty: 2877.673340
	Iteration 22Q: 3 clusters Score -431962.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -431985.687500 Penalty: 2877.673340
	Iteration 23Q: 3 clusters Score -431985.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -432009.593750 Penalty: 2877.673340
	Iteration 24Q: 3 clusters Score -432009.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -432040.406250 Penalty: 2877.673340
	Iteration 25Q: 3 clusters Score -432040.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -432061.750000 Penalty: 2877.673340
	Iteration 26Q: 3 clusters Score -432061.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -432078.656250 Penalty: 2877.673340
	Iteration 27Q: 3 clusters Score -432078.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -432092.250000 Penalty: 2877.673340
	Iteration 28Q: 3 clusters Score -432092.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -432105.687500 Penalty: 2877.673340
	Iteration 29Q: 3 clusters Score -432105.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -432114.281250 Penalty: 2877.673340
	Iteration 30Q: 3 clusters Score -432114.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -432126.593750 Penalty: 2877.673340
	Iteration 31Q: 3 clusters Score -432126.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -432136.281250 Penalty: 2877.673340
	Iteration 32Q: 3 clusters Score -432136.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -432144.937500 Penalty: 2877.673340
	Iteration 33Q: 3 clusters Score -432144.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -432154.875000 Penalty: 2877.673340
	Iteration 34Q: 3 clusters Score -432154.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -432162.968750 Penalty: 2877.673340
	Iteration 35Q: 3 clusters Score -432163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -432168.531250 Penalty: 2877.673340
	Iteration 36Q: 3 clusters Score -432168.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -432173.812500 Penalty: 2877.673340
	Iteration 37Q: 3 clusters Score -432173.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -432181.406250 Penalty: 2877.673340
	Iteration 38Q: 3 clusters Score -432181.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -432184.718750 Penalty: 2877.673340
	Iteration 39Q: 3 clusters Score -432184.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -432186.562500 Penalty: 2877.673340
	Iteration 40F: 3 clusters Score -432186.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -432191.281250 Penalty: 2877.673340
	Iteration 41Q: 3 clusters Score -432191.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -432196.343750 Penalty: 2877.673340
	Iteration 42Q: 3 clusters Score -432196.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -432200.750000 Penalty: 2877.673340
	Iteration 43Q: 3 clusters Score -432200.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -432205.312500 Penalty: 2877.673340
	Iteration 44Q: 3 clusters Score -432205.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -432209.562500 Penalty: 2877.673340
	Iteration 45Q: 3 clusters Score -432209.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -432213.718750 Penalty: 2877.673340
	Iteration 46Q: 3 clusters Score -432213.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -432218.093750 Penalty: 2877.673340
	Iteration 47Q: 3 clusters Score -432218.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -432222.468750 Penalty: 2877.673340
	Iteration 48Q: 3 clusters Score -432222.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -432227.125000 Penalty: 2877.673340
	Iteration 49Q: 3 clusters Score -432227.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -432235.312500 Penalty: 2877.673340
	Iteration 50Q: 3 clusters Score -432235.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -432242.406250 Penalty: 2877.673340
	Iteration 51Q: 3 clusters Score -432242.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -432247.406250 Penalty: 2877.673340
	Iteration 52Q: 3 clusters Score -432247.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -432251.406250 Penalty: 2877.673340
	Iteration 53Q: 3 clusters Score -432251.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -432260.093750 Penalty: 2877.673340
	Iteration 54Q: 3 clusters Score -432260.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -432266.218750 Penalty: 2877.673340
	Iteration 55Q: 3 clusters Score -432266.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -432272.218750 Penalty: 2877.673340
	Iteration 56Q: 3 clusters Score -432272.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -432278.781250 Penalty: 2877.673340
	Iteration 57Q: 3 clusters Score -432278.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -432286.500000 Penalty: 2877.673340
	Iteration 58Q: 3 clusters Score -432286.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -432293.593750 Penalty: 2877.673340
	Iteration 59Q: 3 clusters Score -432293.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -432302.375000 Penalty: 2877.673340
	Iteration 60F: 3 clusters Score -432302.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -432310.343750 Penalty: 2877.673340
	Iteration 61Q: 3 clusters Score -432310.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -432317.875000 Penalty: 2877.673340
	Iteration 62Q: 3 clusters Score -432317.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -432325.843750 Penalty: 2877.673340
	Iteration 63Q: 3 clusters Score -432325.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -432334.625000 Penalty: 2877.673340
	Iteration 64Q: 3 clusters Score -432334.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -432344.968750 Penalty: 2877.673340
	Iteration 65Q: 3 clusters Score -432345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -432349.531250 Penalty: 2877.673340
	Iteration 66Q: 3 clusters Score -432349.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -432351.843750 Penalty: 2877.673340
	Iteration 67Q: 3 clusters Score -432351.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -432352.343750 Penalty: 2877.673340
	Iteration 68Q: 3 clusters Score -432352.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -432352.343750 Penalty: 2877.673340
	Iteration 69F: 3 clusters Score -432352.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Entering Unmasked Estep 
Score: -1041645.375000 Penalty: 1584.448608
	Iteration 0F: 2 clusters Score -1041645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1029902.812500 Penalty: 3168.897217
	Iteration 0F: 3 clusters Score -1029903 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1034408.312500 Penalty: 3168.897217
	Iteration 1F: 3 clusters Score -1034408 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1034979.562500 Penalty: 3168.897217
	Iteration 2F: 3 clusters Score -1034980 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1035561.375000 Penalty: 3168.897217
	Iteration 3F: 3 clusters Score -1035561 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1036359.937500 Penalty: 3168.897217
	Iteration 4F: 3 clusters Score -1036360 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1037191.812500 Penalty: 3168.897217
	Iteration 5F: 3 clusters Score -1037192 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1037821.937500 Penalty: 3168.897217
	Iteration 6F: 3 clusters Score -1037822 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1038290.750000 Penalty: 3168.897217
	Iteration 7Q: 3 clusters Score -1038291 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1038636.250000 Penalty: 3168.897217
	Iteration 8Q: 3 clusters Score -1038636 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1038929.250000 Penalty: 3168.897217
	Iteration 9Q: 3 clusters Score -1038929 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1039200.000000 Penalty: 3168.897217
	Iteration 10Q: 3 clusters Score -1039200 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1039396.062500 Penalty: 3168.897217
	Iteration 11Q: 3 clusters Score -1039396 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1039537.250000 Penalty: 3168.897217
	Iteration 12Q: 3 clusters Score -1039537 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1039662.062500 Penalty: 3168.897217
	Iteration 13Q: 3 clusters Score -1039662 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1039790.562500 Penalty: 3168.897217
	Iteration 14Q: 3 clusters Score -1039791 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1039930.875000 Penalty: 3168.897217
	Iteration 15Q: 3 clusters Score -1039931 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1040072.062500 Penalty: 3168.897217
	Iteration 16Q: 3 clusters Score -1040072 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1040227.250000 Penalty: 3168.897217
	Iteration 17Q: 3 clusters Score -1040227 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1040395.875000 Penalty: 3168.897217
	Iteration 18Q: 3 clusters Score -1040396 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1040565.625000 Penalty: 3168.897217
	Iteration 19Q: 3 clusters Score -1040566 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1040743.250000 Penalty: 3168.897217
	Iteration 20F: 3 clusters Score -1040743 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1040884.625000 Penalty: 3168.897217
	Iteration 21Q: 3 clusters Score -1040885 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1041002.625000 Penalty: 3168.897217
	Iteration 22Q: 3 clusters Score -1041003 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1041095.562500 Penalty: 3168.897217
	Iteration 23Q: 3 clusters Score -1041096 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1041169.000000 Penalty: 3168.897217
	Iteration 24Q: 3 clusters Score -1041169 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1041204.562500 Penalty: 3168.897217
	Iteration 25Q: 3 clusters Score -1041205 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1041224.750000 Penalty: 3168.897217
	Iteration 26Q: 3 clusters Score -1041225 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1041232.625000 Penalty: 3168.897217
	Iteration 27Q: 3 clusters Score -1041233 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1041234.312500 Penalty: 3168.897217
	Iteration 28Q: 3 clusters Score -1041234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1041239.937500 Penalty: 3168.897217
	Iteration 29Q: 3 clusters Score -1041240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1041246.062500 Penalty: 3168.897217
	Iteration 30Q: 3 clusters Score -1041246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1041248.312500 Penalty: 3168.897217
	Iteration 31Q: 3 clusters Score -1041248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1041250.937500 Penalty: 3168.897217
	Iteration 32Q: 3 clusters Score -1041251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1041249.687500 Penalty: 3168.897217
	Iteration 33Q: 3 clusters Score -1041250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1041252.812500 Penalty: 3168.897217
	Iteration 34Q: 3 clusters Score -1041253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1041252.937500 Penalty: 3168.897217
	Iteration 35Q: 3 clusters Score -1041253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1041256.562500 Penalty: 3168.897217
	Iteration 36Q: 3 clusters Score -1041257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1041258.562500 Penalty: 3168.897217
	Iteration 37Q: 3 clusters Score -1041259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1041257.187500 Penalty: 3168.897217
	Iteration 38Q: 3 clusters Score -1041257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1041256.812500 Penalty: 3168.897217
	Iteration 39Q: 3 clusters Score -1041257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1041256.875000 Penalty: 3168.897217
	Iteration 40F: 3 clusters Score -1041257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1041257.125000 Penalty: 3168.897217
	Iteration 41Q: 3 clusters Score -1041257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1041258.125000 Penalty: 3168.897217
	Iteration 42Q: 3 clusters Score -1041258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1041258.125000 Penalty: 3168.897217
	Iteration 43F: 3 clusters Score -1041258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (482528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482528 members 
Entering Unmasked Estep 
Score: -30562352.000000 Penalty: 2126.604004
	Iteration 0F: 2 clusters Score -3.056235e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240356 members 
Mstep: Class 2 contains 242172 members 
Entering Unmasked Estep 
Score: -30236676.000000 Penalty: 4253.208008
	Iteration 0F: 3 clusters Score -3.023668e+07 nChanged 236877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214369 members 
Mstep: Class 2 contains 268159 members 
Entering Unmasked Estep 
Score: -30387608.000000 Penalty: 4253.208008
	Iteration 1F: 3 clusters Score -3.038761e+07 nChanged 22858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198687 members 
Mstep: Class 2 contains 283841 members 
Entering Unmasked Estep 
Score: -30398744.000000 Penalty: 4253.208008
	Iteration 2Q: 3 clusters Score -3.039874e+07 nChanged 29124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176513 members 
Mstep: Class 2 contains 306015 members 
Entering Unmasked Estep 
Score: -30417476.000000 Penalty: 4253.208008
	Iteration 3F: 3 clusters Score -3.041748e+07 nChanged 34440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148801 members 
Mstep: Class 2 contains 333727 members 
Entering Unmasked Estep 
Score: -30443852.000000 Penalty: 4253.208008
	Iteration 4F: 3 clusters Score -3.044385e+07 nChanged 34752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120677 members 
Mstep: Class 2 contains 361851 members 
Entering Unmasked Estep 
Score: -30474828.000000 Penalty: 4253.208008
	Iteration 5F: 3 clusters Score -3.047483e+07 nChanged 29280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98455 members 
Mstep: Class 2 contains 384073 members 
Entering Unmasked Estep 
Score: -30501168.000000 Penalty: 4253.208008
	Iteration 6F: 3 clusters Score -3.050117e+07 nChanged 21264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84181 members 
Mstep: Class 2 contains 398347 members 
Entering Unmasked Estep 
Score: -30518322.000000 Penalty: 4253.208008
	Iteration 7Q: 3 clusters Score -3.051832e+07 nChanged 14460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74733 members 
Mstep: Class 2 contains 407795 members 
Entering Unmasked Estep 
Score: -30527324.000000 Penalty: 4253.208008
	Iteration 8Q: 3 clusters Score -3.052732e+07 nChanged 9866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67309 members 
Mstep: Class 2 contains 415219 members 
Entering Unmasked Estep 
Score: -30532616.000000 Penalty: 4253.208008
	Iteration 9Q: 3 clusters Score -3.053262e+07 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60814 members 
Mstep: Class 2 contains 421714 members 
Entering Unmasked Estep 
Score: -30536178.000000 Penalty: 4253.208008
	Iteration 10Q: 3 clusters Score -3.053618e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54861 members 
Mstep: Class 2 contains 427667 members 
Entering Unmasked Estep 
Score: -30539192.000000 Penalty: 4253.208008
	Iteration 11Q: 3 clusters Score -3.053919e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49305 members 
Mstep: Class 2 contains 433223 members 
Entering Unmasked Estep 
Score: -30541816.000000 Penalty: 4253.208008
	Iteration 12Q: 3 clusters Score -3.054182e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 438329 members 
Entering Unmasked Estep 
Score: -30544212.000000 Penalty: 4253.208008
	Iteration 13Q: 3 clusters Score -3.054421e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 443110 members 
Entering Unmasked Estep 
Score: -30546214.000000 Penalty: 4253.208008
	Iteration 14Q: 3 clusters Score -3.054621e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 447511 members 
Entering Unmasked Estep 
Score: -30547914.000000 Penalty: 4253.208008
	Iteration 15Q: 3 clusters Score -3.054791e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 451747 members 
Entering Unmasked Estep 
Score: -30549596.000000 Penalty: 4253.208008
	Iteration 16Q: 3 clusters Score -3.05496e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 455696 members 
Entering Unmasked Estep 
Score: -30551168.000000 Penalty: 4253.208008
	Iteration 17Q: 3 clusters Score -3.055117e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 459285 members 
Entering Unmasked Estep 
Score: -30552680.000000 Penalty: 4253.208008
	Iteration 18Q: 3 clusters Score -3.055268e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 462507 members 
Entering Unmasked Estep 
Score: -30553978.000000 Penalty: 4253.208008
	Iteration 19Q: 3 clusters Score -3.055398e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 465423 members 
Entering Unmasked Estep 
Score: -30555238.000000 Penalty: 4253.208008
	Iteration 20F: 3 clusters Score -3.055524e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 467912 members 
Entering Unmasked Estep 
Score: -30556260.000000 Penalty: 4253.208008
	Iteration 21Q: 3 clusters Score -3.055626e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 470095 members 
Entering Unmasked Estep 
Score: -30557104.000000 Penalty: 4253.208008
	Iteration 22Q: 3 clusters Score -3.05571e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 471969 members 
Entering Unmasked Estep 
Score: -30557792.000000 Penalty: 4253.208008
	Iteration 23Q: 3 clusters Score -3.055779e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 473494 members 
Entering Unmasked Estep 
Score: -30558338.000000 Penalty: 4253.208008
	Iteration 24Q: 3 clusters Score -3.055834e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 474781 members 
Entering Unmasked Estep 
Score: -30558724.000000 Penalty: 4253.208008
	Iteration 25Q: 3 clusters Score -3.055872e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 475811 members 
Entering Unmasked Estep 
Score: -30559066.000000 Penalty: 4253.208008
	Iteration 26Q: 3 clusters Score -3.055907e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 476652 members 
Entering Unmasked Estep 
Score: -30559316.000000 Penalty: 4253.208008
	Iteration 27Q: 3 clusters Score -3.055932e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 477342 members 
Entering Unmasked Estep 
Score: -30559524.000000 Penalty: 4253.208008
	Iteration 28Q: 3 clusters Score -3.055952e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 477920 members 
Entering Unmasked Estep 
Score: -30559738.000000 Penalty: 4253.208008
	Iteration 29Q: 3 clusters Score -3.055974e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 478395 members 
Entering Unmasked Estep 
Score: -30559890.000000 Penalty: 4253.208008
	Iteration 30Q: 3 clusters Score -3.055989e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 478754 members 
Entering Unmasked Estep 
Score: -30559982.000000 Penalty: 4253.208008
	Iteration 31Q: 3 clusters Score -3.055998e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 479056 members 
Entering Unmasked Estep 
Score: -30560080.000000 Penalty: 4253.208008
	Iteration 32Q: 3 clusters Score -3.056008e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 479294 members 
Entering Unmasked Estep 
Score: -30560164.000000 Penalty: 4253.208008
	Iteration 33Q: 3 clusters Score -3.056016e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 479482 members 
Entering Unmasked Estep 
Score: -30560278.000000 Penalty: 4253.208008
	Iteration 34Q: 3 clusters Score -3.056028e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 479646 members 
Entering Unmasked Estep 
Score: -30560364.000000 Penalty: 4253.208008
	Iteration 35Q: 3 clusters Score -3.056036e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 479787 members 
Entering Unmasked Estep 
Score: -30560398.000000 Penalty: 4253.208008
	Iteration 36Q: 3 clusters Score -3.05604e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 479901 members 
Entering Unmasked Estep 
Score: -30560470.000000 Penalty: 4253.208008
	Iteration 37Q: 3 clusters Score -3.056047e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 480007 members 
Entering Unmasked Estep 
Score: -30560500.000000 Penalty: 4253.208008
	Iteration 38Q: 3 clusters Score -3.05605e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 480106 members 
Entering Unmasked Estep 
Score: -30560508.000000 Penalty: 4253.208008
	Iteration 39Q: 3 clusters Score -3.056051e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 480189 members 
Entering Unmasked Estep 
Score: -30560534.000000 Penalty: 4253.208008
	Iteration 40F: 3 clusters Score -3.056053e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 480263 members 
Entering Unmasked Estep 
Score: -30560574.000000 Penalty: 4253.208008
	Iteration 41Q: 3 clusters Score -3.056057e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 480329 members 
Entering Unmasked Estep 
Score: -30560572.000000 Penalty: 4253.208008
	Iteration 42Q: 3 clusters Score -3.056057e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 480391 members 
Entering Unmasked Estep 
Score: -30560570.000000 Penalty: 4253.208008
	Iteration 43Q: 3 clusters Score -3.056057e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 480432 members 
Entering Unmasked Estep 
Score: -30560570.000000 Penalty: 4253.208008
	Iteration 44Q: 3 clusters Score -3.056057e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 480477 members 
Entering Unmasked Estep 
Score: -30560598.000000 Penalty: 4253.208008
	Iteration 45Q: 3 clusters Score -3.05606e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 480523 members 
Entering Unmasked Estep 
Score: -30560604.000000 Penalty: 4253.208008
	Iteration 46Q: 3 clusters Score -3.05606e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 480570 members 
Entering Unmasked Estep 
Score: -30560596.000000 Penalty: 4253.208008
	Iteration 47Q: 3 clusters Score -3.05606e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 480602 members 
Entering Unmasked Estep 
Score: -30560602.000000 Penalty: 4253.208008
	Iteration 48Q: 3 clusters Score -3.05606e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 480633 members 
Entering Unmasked Estep 
Score: -30560608.000000 Penalty: 4253.208008
	Iteration 49Q: 3 clusters Score -3.056061e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 480672 members 
Entering Unmasked Estep 
Score: -30560628.000000 Penalty: 4253.208008
	Iteration 50Q: 3 clusters Score -3.056063e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 480700 members 
Entering Unmasked Estep 
Score: -30560610.000000 Penalty: 4253.208008
	Iteration 51Q: 3 clusters Score -3.056061e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 480728 members 
Entering Unmasked Estep 
Score: -30560632.000000 Penalty: 4253.208008
	Iteration 52Q: 3 clusters Score -3.056063e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 480757 members 
Entering Unmasked Estep 
Score: -30560630.000000 Penalty: 4253.208008
	Iteration 53Q: 3 clusters Score -3.056063e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 480778 members 
Entering Unmasked Estep 
Score: -30560636.000000 Penalty: 4253.208008
	Iteration 54Q: 3 clusters Score -3.056064e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 480807 members 
Entering Unmasked Estep 
Score: -30560634.000000 Penalty: 4253.208008
	Iteration 55Q: 3 clusters Score -3.056063e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 480825 members 
Entering Unmasked Estep 
Score: -30560646.000000 Penalty: 4253.208008
	Iteration 56Q: 3 clusters Score -3.056065e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 480842 members 
Entering Unmasked Estep 
Score: -30560654.000000 Penalty: 4253.208008
	Iteration 57Q: 3 clusters Score -3.056065e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 480858 members 
Entering Unmasked Estep 
Score: -30560658.000000 Penalty: 4253.208008
	Iteration 58Q: 3 clusters Score -3.056066e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 480870 members 
Entering Unmasked Estep 
Score: -30560662.000000 Penalty: 4253.208008
	Iteration 59Q: 3 clusters Score -3.056066e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 480884 members 
Entering Unmasked Estep 
Score: -30560646.000000 Penalty: 4253.208008
	Iteration 60F: 3 clusters Score -3.056065e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 480901 members 
Entering Unmasked Estep 
Score: -30560678.000000 Penalty: 4253.208008
	Iteration 61Q: 3 clusters Score -3.056068e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 480920 members 
Entering Unmasked Estep 
Score: -30560652.000000 Penalty: 4253.208008
	Iteration 62Q: 3 clusters Score -3.056065e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 480941 members 
Entering Unmasked Estep 
Score: -30560672.000000 Penalty: 4253.208008
	Iteration 63Q: 3 clusters Score -3.056067e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 480960 members 
Entering Unmasked Estep 
Score: -30560698.000000 Penalty: 4253.208008
	Iteration 64Q: 3 clusters Score -3.05607e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 480973 members 
Entering Unmasked Estep 
Score: -30560702.000000 Penalty: 4253.208008
	Iteration 65Q: 3 clusters Score -3.05607e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 480993 members 
Entering Unmasked Estep 
Score: -30560718.000000 Penalty: 4253.208008
	Iteration 66Q: 3 clusters Score -3.056072e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 481005 members 
Entering Unmasked Estep 
Score: -30560730.000000 Penalty: 4253.208008
	Iteration 67Q: 3 clusters Score -3.056073e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 481014 members 
Entering Unmasked Estep 
Score: -30560722.000000 Penalty: 4253.208008
	Iteration 68Q: 3 clusters Score -3.056072e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 481023 members 
Entering Unmasked Estep 
Score: -30560722.000000 Penalty: 4253.208008
	Iteration 69Q: 3 clusters Score -3.056072e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 481032 members 
Entering Unmasked Estep 
Score: -30560704.000000 Penalty: 4253.208008
	Iteration 70Q: 3 clusters Score -3.05607e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 481036 members 
Entering Unmasked Estep 
Score: -30560720.000000 Penalty: 4253.208008
	Iteration 71Q: 3 clusters Score -3.056072e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 481045 members 
Entering Unmasked Estep 
Score: -30560718.000000 Penalty: 4253.208008
	Iteration 72Q: 3 clusters Score -3.056072e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 481057 members 
Entering Unmasked Estep 
Score: -30560700.000000 Penalty: 4253.208008
	Iteration 73Q: 3 clusters Score -3.05607e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 481058 members 
Entering Unmasked Estep 
Score: -30560704.000000 Penalty: 4253.208008
	Iteration 74Q: 3 clusters Score -3.05607e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 481063 members 
Entering Unmasked Estep 
Score: -30560704.000000 Penalty: 4253.208008
	Iteration 75Q: 3 clusters Score -3.05607e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 481073 members 
Entering Unmasked Estep 
Score: -30560698.000000 Penalty: 4253.208008
	Iteration 76Q: 3 clusters Score -3.05607e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 481087 members 
Entering Unmasked Estep 
Score: -30560708.000000 Penalty: 4253.208008
	Iteration 77Q: 3 clusters Score -3.056071e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 481096 members 
Entering Unmasked Estep 
Score: -30560700.000000 Penalty: 4253.208008
	Iteration 78Q: 3 clusters Score -3.05607e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 481111 members 
Entering Unmasked Estep 
Score: -30560716.000000 Penalty: 4253.208008
	Iteration 79Q: 3 clusters Score -3.056072e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 481119 members 
Entering Unmasked Estep 
Score: -30560726.000000 Penalty: 4253.208008
	Iteration 80F: 3 clusters Score -3.056073e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 481124 members 
Entering Unmasked Estep 
Score: -30560736.000000 Penalty: 4253.208008
	Iteration 81Q: 3 clusters Score -3.056074e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 481126 members 
Entering Unmasked Estep 
Score: -30560742.000000 Penalty: 4253.208008
	Iteration 82Q: 3 clusters Score -3.056074e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 481132 members 
Entering Unmasked Estep 
Score: -30560730.000000 Penalty: 4253.208008
	Iteration 83Q: 3 clusters Score -3.056073e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 481140 members 
Entering Unmasked Estep 
Score: -30560736.000000 Penalty: 4253.208008
	Iteration 84Q: 3 clusters Score -3.056074e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 481145 members 
Entering Unmasked Estep 
Score: -30560740.000000 Penalty: 4253.208008
	Iteration 85Q: 3 clusters Score -3.056074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 481146 members 
Entering Unmasked Estep 
Score: -30560748.000000 Penalty: 4253.208008
	Iteration 86Q: 3 clusters Score -3.056075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 481147 members 
Entering Unmasked Estep 
Score: -30560742.000000 Penalty: 4253.208008
	Iteration 87Q: 3 clusters Score -3.056074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 481149 members 
Entering Unmasked Estep 
Score: -30560756.000000 Penalty: 4253.208008
	Iteration 88Q: 3 clusters Score -3.056076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 481151 members 
Entering Unmasked Estep 
Score: -30560750.000000 Penalty: 4253.208008
	Iteration 89Q: 3 clusters Score -3.056075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 481152 members 
Entering Unmasked Estep 
Score: -30560750.000000 Penalty: 4253.208008
	Iteration 90Q: 3 clusters Score -3.056075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 481153 members 
Entering Unmasked Estep 
Score: -30560744.000000 Penalty: 4253.208008
	Iteration 91Q: 3 clusters Score -3.056074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 481155 members 
Entering Unmasked Estep 
Score: -30560748.000000 Penalty: 4253.208008
	Iteration 92Q: 3 clusters Score -3.056075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 481159 members 
Entering Unmasked Estep 
Score: -30560750.000000 Penalty: 4253.208008
	Iteration 93Q: 3 clusters Score -3.056075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 481162 members 
Entering Unmasked Estep 
Score: -30560766.000000 Penalty: 4253.208008
	Iteration 94Q: 3 clusters Score -3.056077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 481166 members 
Entering Unmasked Estep 
Score: -30560764.000000 Penalty: 4253.208008
	Iteration 95Q: 3 clusters Score -3.056076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 481172 members 
Entering Unmasked Estep 
Score: -30560772.000000 Penalty: 4253.208008
	Iteration 96Q: 3 clusters Score -3.056077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 481175 members 
Entering Unmasked Estep 
Score: -30560752.000000 Penalty: 4253.208008
	Iteration 97Q: 3 clusters Score -3.056075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 481180 members 
Entering Unmasked Estep 
Score: -30560770.000000 Penalty: 4253.208008
	Iteration 98Q: 3 clusters Score -3.056077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 481183 members 
Entering Unmasked Estep 
Score: -30560764.000000 Penalty: 4253.208008
	Iteration 99Q: 3 clusters Score -3.056076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 481186 members 
Entering Unmasked Estep 
Score: -30560760.000000 Penalty: 4253.208008
	Iteration 100F: 3 clusters Score -3.056076e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (78298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78298 members 
Entering Unmasked Estep 
Score: -4911963.000000 Penalty: 1831.095093
	Iteration 0F: 2 clusters Score -4911963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 39212 members 
Entering Unmasked Estep 
Score: -4859546.000000 Penalty: 3662.190186
	Iteration 0F: 3 clusters Score -4859546 nChanged 37179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -4880656.000000 Penalty: 3662.190186
	Iteration 1F: 3 clusters Score -4880656 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -4881098.500000 Penalty: 3662.190186
	Iteration 2Q: 3 clusters Score -4881098 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -4881606.500000 Penalty: 3662.190186
	Iteration 3Q: 3 clusters Score -4881606 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 41293 members 
Entering Unmasked Estep 
Score: -4882131.000000 Penalty: 3662.190186
	Iteration 4Q: 3 clusters Score -4882131 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -4882783.000000 Penalty: 3662.190186
	Iteration 5Q: 3 clusters Score -4882783 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 44094 members 
Entering Unmasked Estep 
Score: -4883652.500000 Penalty: 3662.190186
	Iteration 6Q: 3 clusters Score -4883652 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 46404 members 
Entering Unmasked Estep 
Score: -4885005.000000 Penalty: 3662.190186
	Iteration 7Q: 3 clusters Score -4885005 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 49606 members 
Entering Unmasked Estep 
Score: -4886886.000000 Penalty: 3662.190186
	Iteration 8Q: 3 clusters Score -4886886 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 53909 members 
Entering Unmasked Estep 
Score: -4889904.500000 Penalty: 3662.190186
	Iteration 9F: 3 clusters Score -4889904 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 59078 members 
Entering Unmasked Estep 
Score: -4894193.000000 Penalty: 3662.190186
	Iteration 10F: 3 clusters Score -4894193 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 64246 members 
Entering Unmasked Estep 
Score: -4898871.500000 Penalty: 3662.190186
	Iteration 11F: 3 clusters Score -4898872 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 68580 members 
Entering Unmasked Estep 
Score: -4902683.000000 Penalty: 3662.190186
	Iteration 12F: 3 clusters Score -4902683 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 71686 members 
Entering Unmasked Estep 
Score: -4905373.500000 Penalty: 3662.190186
	Iteration 13Q: 3 clusters Score -4905374 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 73842 members 
Entering Unmasked Estep 
Score: -4907201.000000 Penalty: 3662.190186
	Iteration 14Q: 3 clusters Score -4907201 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 75337 members 
Entering Unmasked Estep 
Score: -4908417.000000 Penalty: 3662.190186
	Iteration 15Q: 3 clusters Score -4908417 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 76349 members 
Entering Unmasked Estep 
Score: -4909261.500000 Penalty: 3662.190186
	Iteration 16Q: 3 clusters Score -4909262 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 76991 members 
Entering Unmasked Estep 
Score: -4909785.000000 Penalty: 3662.190186
	Iteration 17Q: 3 clusters Score -4909785 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 77374 members 
Entering Unmasked Estep 
Score: -4910066.000000 Penalty: 3662.190186
	Iteration 18Q: 3 clusters Score -4910066 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 77593 members 
Entering Unmasked Estep 
Score: -4910220.500000 Penalty: 3662.190186
	Iteration 19Q: 3 clusters Score -4910220 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 77706 members 
Entering Unmasked Estep 
Score: -4910302.000000 Penalty: 3662.190186
	Iteration 20F: 3 clusters Score -4910302 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 77764 members 
Entering Unmasked Estep 
Score: -4910345.000000 Penalty: 3662.190186
	Iteration 21Q: 3 clusters Score -4910345 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 77806 members 
Entering Unmasked Estep 
Score: -4910366.500000 Penalty: 3662.190186
	Iteration 22Q: 3 clusters Score -4910366 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 77843 members 
Entering Unmasked Estep 
Score: -4910391.500000 Penalty: 3662.190186
	Iteration 23Q: 3 clusters Score -4910392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 77861 members 
Entering Unmasked Estep 
Score: -4910402.000000 Penalty: 3662.190186
	Iteration 24Q: 3 clusters Score -4910402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 77874 members 
Entering Unmasked Estep 
Score: -4910409.500000 Penalty: 3662.190186
	Iteration 25Q: 3 clusters Score -4910410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 77884 members 
Entering Unmasked Estep 
Score: -4910418.000000 Penalty: 3662.190186
	Iteration 26Q: 3 clusters Score -4910418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 77891 members 
Entering Unmasked Estep 
Score: -4910418.500000 Penalty: 3662.190186
	Iteration 27Q: 3 clusters Score -4910418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 77899 members 
Entering Unmasked Estep 
Score: -4910424.000000 Penalty: 3662.190186
	Iteration 28Q: 3 clusters Score -4910424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 77909 members 
Entering Unmasked Estep 
Score: -4910433.500000 Penalty: 3662.190186
	Iteration 29Q: 3 clusters Score -4910434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 77916 members 
Entering Unmasked Estep 
Score: -4910437.000000 Penalty: 3662.190186
	Iteration 30Q: 3 clusters Score -4910437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 77917 members 
Entering Unmasked Estep 
Score: -4910438.500000 Penalty: 3662.190186
	Iteration 31Q: 3 clusters Score -4910438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 77917 members 
Entering Unmasked Estep 
Score: -4910438.500000 Penalty: 3662.190186
	Iteration 32F: 3 clusters Score -4910438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Entering Unmasked Estep 
Score: -113163.468750 Penalty: 1203.984619
	Iteration 0F: 2 clusters Score -113163.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -111297.265625 Penalty: 2407.969238
	Iteration 0F: 3 clusters Score -111297.3 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -111662.671875 Penalty: 2407.969238
	Iteration 1F: 3 clusters Score -111662.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -111753.148438 Penalty: 2407.969238
	Iteration 2F: 3 clusters Score -111753.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -111794.953125 Penalty: 2407.969238
	Iteration 3Q: 3 clusters Score -111795 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -111811.640625 Penalty: 2407.969238
	Iteration 4Q: 3 clusters Score -111811.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -111822.289062 Penalty: 2407.969238
	Iteration 5Q: 3 clusters Score -111822.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -111827.703125 Penalty: 2407.969238
	Iteration 6Q: 3 clusters Score -111827.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -111833.414062 Penalty: 2407.969238
	Iteration 7Q: 3 clusters Score -111833.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -111839.484375 Penalty: 2407.969238
	Iteration 8Q: 3 clusters Score -111839.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -111845.984375 Penalty: 2407.969238
	Iteration 9Q: 3 clusters Score -111846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -111851.046875 Penalty: 2407.969238
	Iteration 10Q: 3 clusters Score -111851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -111857.156250 Penalty: 2407.969238
	Iteration 11Q: 3 clusters Score -111857.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -111860.117188 Penalty: 2407.969238
	Iteration 12Q: 3 clusters Score -111860.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -111862.242188 Penalty: 2407.969238
	Iteration 13Q: 3 clusters Score -111862.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -111863.789062 Penalty: 2407.969238
	Iteration 14Q: 3 clusters Score -111863.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -111866.468750 Penalty: 2407.969238
	Iteration 15Q: 3 clusters Score -111866.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -111868.265625 Penalty: 2407.969238
	Iteration 16Q: 3 clusters Score -111868.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -111869.960938 Penalty: 2407.969238
	Iteration 17Q: 3 clusters Score -111870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -111873.789062 Penalty: 2407.969238
	Iteration 18Q: 3 clusters Score -111873.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -111876.898438 Penalty: 2407.969238
	Iteration 19Q: 3 clusters Score -111876.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -111880.562500 Penalty: 2407.969238
	Iteration 20F: 3 clusters Score -111880.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -111887.406250 Penalty: 2407.969238
	Iteration 21Q: 3 clusters Score -111887.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -111893.382812 Penalty: 2407.969238
	Iteration 22Q: 3 clusters Score -111893.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -111898.867188 Penalty: 2407.969238
	Iteration 23Q: 3 clusters Score -111898.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -111901.398438 Penalty: 2407.969238
	Iteration 24Q: 3 clusters Score -111901.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -111901.726562 Penalty: 2407.969238
	Iteration 25Q: 3 clusters Score -111901.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -111901.726562 Penalty: 2407.969238
	Iteration 26F: 3 clusters Score -111901.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Entering Unmasked Estep 
Score: -121449.609375 Penalty: 1249.448364
	Iteration 0F: 2 clusters Score -121449.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -119272.601562 Penalty: 2498.896729
	Iteration 0F: 3 clusters Score -119272.6 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -119776.875000 Penalty: 2498.896729
	Iteration 1F: 3 clusters Score -119776.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -119890.609375 Penalty: 2498.896729
	Iteration 2F: 3 clusters Score -119890.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -119961.500000 Penalty: 2498.896729
	Iteration 3F: 3 clusters Score -119961.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -120012.062500 Penalty: 2498.896729
	Iteration 4Q: 3 clusters Score -120012.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -120047.101562 Penalty: 2498.896729
	Iteration 5Q: 3 clusters Score -120047.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -120080.367188 Penalty: 2498.896729
	Iteration 6Q: 3 clusters Score -120080.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -120100.570312 Penalty: 2498.896729
	Iteration 7Q: 3 clusters Score -120100.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -120114.343750 Penalty: 2498.896729
	Iteration 8Q: 3 clusters Score -120114.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -120122.843750 Penalty: 2498.896729
	Iteration 9Q: 3 clusters Score -120122.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -120128.343750 Penalty: 2498.896729
	Iteration 10Q: 3 clusters Score -120128.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -120135.140625 Penalty: 2498.896729
	Iteration 11Q: 3 clusters Score -120135.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -120142.906250 Penalty: 2498.896729
	Iteration 12Q: 3 clusters Score -120142.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -120152.195312 Penalty: 2498.896729
	Iteration 13Q: 3 clusters Score -120152.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -120157.335938 Penalty: 2498.896729
	Iteration 14Q: 3 clusters Score -120157.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -120161.656250 Penalty: 2498.896729
	Iteration 15Q: 3 clusters Score -120161.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -120164.664062 Penalty: 2498.896729
	Iteration 16Q: 3 clusters Score -120164.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -120167.492188 Penalty: 2498.896729
	Iteration 17Q: 3 clusters Score -120167.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -120170.046875 Penalty: 2498.896729
	Iteration 18Q: 3 clusters Score -120170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -120171.367188 Penalty: 2498.896729
	Iteration 19Q: 3 clusters Score -120171.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -120172.179688 Penalty: 2498.896729
	Iteration 20F: 3 clusters Score -120172.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -120173.585938 Penalty: 2498.896729
	Iteration 21Q: 3 clusters Score -120173.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -120173.585938 Penalty: 2498.896729
	Iteration 22F: 3 clusters Score -120173.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Entering Unmasked Estep 
Score: -1616809.500000 Penalty: 1645.967041
	Iteration 0F: 2 clusters Score -1616810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1599969.375000 Penalty: 3291.934082
	Iteration 0F: 3 clusters Score -1599969 nChanged 11333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1606287.000000 Penalty: 3291.934082
	Iteration 1F: 3 clusters Score -1606287 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1606670.000000 Penalty: 3291.934082
	Iteration 2Q: 3 clusters Score -1606670 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1607064.750000 Penalty: 3291.934082
	Iteration 3Q: 3 clusters Score -1607065 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1607524.000000 Penalty: 3291.934082
	Iteration 4Q: 3 clusters Score -1607524 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1608160.750000 Penalty: 3291.934082
	Iteration 5Q: 3 clusters Score -1608161 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1609070.625000 Penalty: 3291.934082
	Iteration 6F: 3 clusters Score -1609071 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1610219.750000 Penalty: 3291.934082
	Iteration 7F: 3 clusters Score -1610220 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1611386.250000 Penalty: 3291.934082
	Iteration 8F: 3 clusters Score -1611386 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1612570.750000 Penalty: 3291.934082
	Iteration 9F: 3 clusters Score -1612571 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1613655.625000 Penalty: 3291.934082
	Iteration 10Q: 3 clusters Score -1613656 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1614367.125000 Penalty: 3291.934082
	Iteration 11Q: 3 clusters Score -1614367 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1614796.875000 Penalty: 3291.934082
	Iteration 12Q: 3 clusters Score -1614797 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1615042.000000 Penalty: 3291.934082
	Iteration 13Q: 3 clusters Score -1615042 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1615186.625000 Penalty: 3291.934082
	Iteration 14Q: 3 clusters Score -1615187 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1615298.250000 Penalty: 3291.934082
	Iteration 15Q: 3 clusters Score -1615298 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1615349.000000 Penalty: 3291.934082
	Iteration 16Q: 3 clusters Score -1615349 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1615376.875000 Penalty: 3291.934082
	Iteration 17Q: 3 clusters Score -1615377 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1615389.625000 Penalty: 3291.934082
	Iteration 18Q: 3 clusters Score -1615390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1615405.375000 Penalty: 3291.934082
	Iteration 19Q: 3 clusters Score -1615405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1615409.625000 Penalty: 3291.934082
	Iteration 20F: 3 clusters Score -1615410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1615422.750000 Penalty: 3291.934082
	Iteration 21Q: 3 clusters Score -1615423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1615426.125000 Penalty: 3291.934082
	Iteration 22Q: 3 clusters Score -1615426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1615433.250000 Penalty: 3291.934082
	Iteration 23Q: 3 clusters Score -1615433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1615434.250000 Penalty: 3291.934082
	Iteration 24Q: 3 clusters Score -1615434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1615434.500000 Penalty: 3291.934082
	Iteration 25Q: 3 clusters Score -1615434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1615436.500000 Penalty: 3291.934082
	Iteration 26Q: 3 clusters Score -1615436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1615444.750000 Penalty: 3291.934082
	Iteration 27Q: 3 clusters Score -1615445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1615444.000000 Penalty: 3291.934082
	Iteration 28Q: 3 clusters Score -1615444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1615444.000000 Penalty: 3291.934082
	Iteration 29F: 3 clusters Score -1615444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Entering Unmasked Estep 
Score: -375687.593750 Penalty: 1405.136353
	Iteration 0F: 2 clusters Score -375687.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -371186.593750 Penalty: 2810.272705
	Iteration 0F: 3 clusters Score -371186.6 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -372598.406250 Penalty: 2810.272705
	Iteration 1F: 3 clusters Score -372598.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -372842.968750 Penalty: 2810.272705
	Iteration 2F: 3 clusters Score -372843 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -373049.343750 Penalty: 2810.272705
	Iteration 3F: 3 clusters Score -373049.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -373280.218750 Penalty: 2810.272705
	Iteration 4F: 3 clusters Score -373280.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -373552.875000 Penalty: 2810.272705
	Iteration 5F: 3 clusters Score -373552.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -373842.781250 Penalty: 2810.272705
	Iteration 6F: 3 clusters Score -373842.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -374076.031250 Penalty: 2810.272705
	Iteration 7F: 3 clusters Score -374076 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -374228.156250 Penalty: 2810.272705
	Iteration 8Q: 3 clusters Score -374228.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -374351.593750 Penalty: 2810.272705
	Iteration 9Q: 3 clusters Score -374351.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -374429.718750 Penalty: 2810.272705
	Iteration 10Q: 3 clusters Score -374429.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -374481.718750 Penalty: 2810.272705
	Iteration 11Q: 3 clusters Score -374481.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -374522.406250 Penalty: 2810.272705
	Iteration 12Q: 3 clusters Score -374522.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -374545.562500 Penalty: 2810.272705
	Iteration 13Q: 3 clusters Score -374545.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -374561.625000 Penalty: 2810.272705
	Iteration 14Q: 3 clusters Score -374561.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -374570.531250 Penalty: 2810.272705
	Iteration 15Q: 3 clusters Score -374570.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -374574.968750 Penalty: 2810.272705
	Iteration 16Q: 3 clusters Score -374575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -374578.031250 Penalty: 2810.272705
	Iteration 17Q: 3 clusters Score -374578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -374580.187500 Penalty: 2810.272705
	Iteration 18Q: 3 clusters Score -374580.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -374580.437500 Penalty: 2810.272705
	Iteration 19Q: 3 clusters Score -374580.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -374581.593750 Penalty: 2810.272705
	Iteration 20F: 3 clusters Score -374581.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -374581.937500 Penalty: 2810.272705
	Iteration 21Q: 3 clusters Score -374581.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -374581.937500 Penalty: 2810.272705
	Iteration 22F: 3 clusters Score -374581.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Entering Unmasked Estep 
Score: -674284.500000 Penalty: 1509.787231
	Iteration 0F: 2 clusters Score -674284.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -666540.000000 Penalty: 3019.574463
	Iteration 0F: 3 clusters Score -666540 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -669154.000000 Penalty: 3019.574463
	Iteration 1F: 3 clusters Score -669154 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -669494.062500 Penalty: 3019.574463
	Iteration 2F: 3 clusters Score -669494.1 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -669811.562500 Penalty: 3019.574463
	Iteration 3F: 3 clusters Score -669811.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -670084.500000 Penalty: 3019.574463
	Iteration 4F: 3 clusters Score -670084.5 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -670330.437500 Penalty: 3019.574463
	Iteration 5Q: 3 clusters Score -670330.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -670539.500000 Penalty: 3019.574463
	Iteration 6Q: 3 clusters Score -670539.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -670776.625000 Penalty: 3019.574463
	Iteration 7Q: 3 clusters Score -670776.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -671014.062500 Penalty: 3019.574463
	Iteration 8Q: 3 clusters Score -671014.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -671238.312500 Penalty: 3019.574463
	Iteration 9Q: 3 clusters Score -671238.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -671434.812500 Penalty: 3019.574463
	Iteration 10Q: 3 clusters Score -671434.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -671625.125000 Penalty: 3019.574463
	Iteration 11Q: 3 clusters Score -671625.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -671824.125000 Penalty: 3019.574463
	Iteration 12Q: 3 clusters Score -671824.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -671997.750000 Penalty: 3019.574463
	Iteration 13Q: 3 clusters Score -671997.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -672145.812500 Penalty: 3019.574463
	Iteration 14Q: 3 clusters Score -672145.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -672259.250000 Penalty: 3019.574463
	Iteration 15Q: 3 clusters Score -672259.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -672342.562500 Penalty: 3019.574463
	Iteration 16Q: 3 clusters Score -672342.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -672409.687500 Penalty: 3019.574463
	Iteration 17Q: 3 clusters Score -672409.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -672454.187500 Penalty: 3019.574463
	Iteration 18Q: 3 clusters Score -672454.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -672492.625000 Penalty: 3019.574463
	Iteration 19Q: 3 clusters Score -672492.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -672537.812500 Penalty: 3019.574463
	Iteration 20F: 3 clusters Score -672537.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -672576.437500 Penalty: 3019.574463
	Iteration 21Q: 3 clusters Score -672576.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -672607.125000 Penalty: 3019.574463
	Iteration 22Q: 3 clusters Score -672607.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -672641.687500 Penalty: 3019.574463
	Iteration 23Q: 3 clusters Score -672641.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -672675.812500 Penalty: 3019.574463
	Iteration 24Q: 3 clusters Score -672675.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -672715.937500 Penalty: 3019.574463
	Iteration 25Q: 3 clusters Score -672715.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -672737.375000 Penalty: 3019.574463
	Iteration 26Q: 3 clusters Score -672737.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -672753.812500 Penalty: 3019.574463
	Iteration 27Q: 3 clusters Score -672753.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -672771.375000 Penalty: 3019.574463
	Iteration 28Q: 3 clusters Score -672771.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -672787.875000 Penalty: 3019.574463
	Iteration 29Q: 3 clusters Score -672787.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -672809.312500 Penalty: 3019.574463
	Iteration 30Q: 3 clusters Score -672809.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -672832.062500 Penalty: 3019.574463
	Iteration 31Q: 3 clusters Score -672832.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -672851.125000 Penalty: 3019.574463
	Iteration 32Q: 3 clusters Score -672851.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -672880.375000 Penalty: 3019.574463
	Iteration 33Q: 3 clusters Score -672880.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -672912.000000 Penalty: 3019.574463
	Iteration 34Q: 3 clusters Score -672912 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -672935.437500 Penalty: 3019.574463
	Iteration 35Q: 3 clusters Score -672935.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -672964.687500 Penalty: 3019.574463
	Iteration 36Q: 3 clusters Score -672964.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -673007.312500 Penalty: 3019.574463
	Iteration 37Q: 3 clusters Score -673007.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -673068.562500 Penalty: 3019.574463
	Iteration 38Q: 3 clusters Score -673068.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -673153.875000 Penalty: 3019.574463
	Iteration 39Q: 3 clusters Score -673153.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -673268.312500 Penalty: 3019.574463
	Iteration 40F: 3 clusters Score -673268.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -673438.312500 Penalty: 3019.574463
	Iteration 41Q: 3 clusters Score -673438.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -673690.875000 Penalty: 3019.574463
	Iteration 42Q: 3 clusters Score -673690.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -673904.000000 Penalty: 3019.574463
	Iteration 43Q: 3 clusters Score -673904 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -674028.750000 Penalty: 3019.574463
	Iteration 44Q: 3 clusters Score -674028.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -674102.687500 Penalty: 3019.574463
	Iteration 45Q: 3 clusters Score -674102.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -674150.562500 Penalty: 3019.574463
	Iteration 46Q: 3 clusters Score -674150.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -674177.875000 Penalty: 3019.574463
	Iteration 47Q: 3 clusters Score -674177.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -674199.562500 Penalty: 3019.574463
	Iteration 48Q: 3 clusters Score -674199.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -674204.437500 Penalty: 3019.574463
	Iteration 49Q: 3 clusters Score -674204.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -674208.062500 Penalty: 3019.574463
	Iteration 50Q: 3 clusters Score -674208.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -674208.500000 Penalty: 3019.574463
	Iteration 51Q: 3 clusters Score -674208.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -674211.125000 Penalty: 3019.574463
	Iteration 52Q: 3 clusters Score -674211.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -674211.187500 Penalty: 3019.574463
	Iteration 53Q: 3 clusters Score -674211.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -674211.812500 Penalty: 3019.574463
	Iteration 54Q: 3 clusters Score -674211.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -674213.062500 Penalty: 3019.574463
	Iteration 55Q: 3 clusters Score -674213.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -674213.125000 Penalty: 3019.574463
	Iteration 56Q: 3 clusters Score -674213.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -674213.187500 Penalty: 3019.574463
	Iteration 57Q: 3 clusters Score -674213.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -674213.062500 Penalty: 3019.574463
	Iteration 58Q: 3 clusters Score -674213.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -674213.125000 Penalty: 3019.574463
	Iteration 59Q: 3 clusters Score -674213.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -674214.562500 Penalty: 3019.574463
	Iteration 60F: 3 clusters Score -674214.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -674216.875000 Penalty: 3019.574463
	Iteration 61Q: 3 clusters Score -674216.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -674218.687500 Penalty: 3019.574463
	Iteration 62Q: 3 clusters Score -674218.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -674218.500000 Penalty: 3019.574463
	Iteration 63Q: 3 clusters Score -674218.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -674218.500000 Penalty: 3019.574463
	Iteration 64Q: 3 clusters Score -674218.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -674218.687500 Penalty: 3019.574463
	Iteration 65Q: 3 clusters Score -674218.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -674219.812500 Penalty: 3019.574463
	Iteration 66Q: 3 clusters Score -674219.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -674219.812500 Penalty: 3019.574463
	Iteration 67F: 3 clusters Score -674219.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Entering Unmasked Estep 
Score: -246179.234375 Penalty: 1367.535645
	Iteration 0F: 2 clusters Score -246179.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -242529.921875 Penalty: 2735.071289
	Iteration 0F: 3 clusters Score -242529.9 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -243486.828125 Penalty: 2735.071289
	Iteration 1F: 3 clusters Score -243486.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -243683.875000 Penalty: 2735.071289
	Iteration 2F: 3 clusters Score -243683.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -243834.421875 Penalty: 2735.071289
	Iteration 3F: 3 clusters Score -243834.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -243948.984375 Penalty: 2735.071289
	Iteration 4Q: 3 clusters Score -243949 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -244047.296875 Penalty: 2735.071289
	Iteration 5Q: 3 clusters Score -244047.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -244168.359375 Penalty: 2735.071289
	Iteration 6Q: 3 clusters Score -244168.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -244280.671875 Penalty: 2735.071289
	Iteration 7Q: 3 clusters Score -244280.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -244373.765625 Penalty: 2735.071289
	Iteration 8Q: 3 clusters Score -244373.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -244459.906250 Penalty: 2735.071289
	Iteration 9Q: 3 clusters Score -244459.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -244535.109375 Penalty: 2735.071289
	Iteration 10Q: 3 clusters Score -244535.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -244619.281250 Penalty: 2735.071289
	Iteration 11Q: 3 clusters Score -244619.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -244706.859375 Penalty: 2735.071289
	Iteration 12Q: 3 clusters Score -244706.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -244778.343750 Penalty: 2735.071289
	Iteration 13Q: 3 clusters Score -244778.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -244841.984375 Penalty: 2735.071289
	Iteration 14Q: 3 clusters Score -244842 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -244912.625000 Penalty: 2735.071289
	Iteration 15Q: 3 clusters Score -244912.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -244984.218750 Penalty: 2735.071289
	Iteration 16Q: 3 clusters Score -244984.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -245040.875000 Penalty: 2735.071289
	Iteration 17Q: 3 clusters Score -245040.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -245074.093750 Penalty: 2735.071289
	Iteration 18Q: 3 clusters Score -245074.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -245095.453125 Penalty: 2735.071289
	Iteration 19Q: 3 clusters Score -245095.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -245116.765625 Penalty: 2735.071289
	Iteration 20F: 3 clusters Score -245116.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -245134.843750 Penalty: 2735.071289
	Iteration 21Q: 3 clusters Score -245134.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -245146.859375 Penalty: 2735.071289
	Iteration 22Q: 3 clusters Score -245146.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -245155.343750 Penalty: 2735.071289
	Iteration 23Q: 3 clusters Score -245155.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -245161.750000 Penalty: 2735.071289
	Iteration 24Q: 3 clusters Score -245161.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -245165.500000 Penalty: 2735.071289
	Iteration 25Q: 3 clusters Score -245165.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -245170.218750 Penalty: 2735.071289
	Iteration 26Q: 3 clusters Score -245170.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -245171.984375 Penalty: 2735.071289
	Iteration 27Q: 3 clusters Score -245172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -245173.171875 Penalty: 2735.071289
	Iteration 28Q: 3 clusters Score -245173.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -245173.640625 Penalty: 2735.071289
	Iteration 29Q: 3 clusters Score -245173.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -245173.734375 Penalty: 2735.071289
	Iteration 30Q: 3 clusters Score -245173.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -245173.734375 Penalty: 2735.071289
	Iteration 31F: 3 clusters Score -245173.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 22051 members 
Mstep: Class 4 contains 7992 members 
Mstep: Class 5 contains 6856 members 
Mstep: Class 6 contains 7075 members 
Mstep: Class 7 contains 7005 members 
Mstep: Class 8 contains 17162 members 
Mstep: Class 10 contains 482528 members 
Mstep: Class 11 contains 78298 members 
Mstep: Class 12 contains 1651 members 
Mstep: Class 13 contains 2184 members 
Mstep: Class 15 contains 25060 members 
Mstep: Class 16 contains 5693 members 
Mstep: Class 17 contains 10840 members 
Mstep: Class 18 contains 4517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189332.000000 Penalty: 32736.513672
Iteration 79Q: 16 clusters Score -4.218933e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 22084 members 
Mstep: Class 4 contains 7992 members 
Mstep: Class 5 contains 6868 members 
Mstep: Class 6 contains 7073 members 
Mstep: Class 7 contains 7004 members 
Mstep: Class 8 contains 17162 members 
Mstep: Class 10 contains 482533 members 
Mstep: Class 11 contains 78300 members 
Mstep: Class 12 contains 1681 members 
Mstep: Class 13 contains 2183 members 
Mstep: Class 15 contains 24991 members 
Mstep: Class 16 contains 5692 members 
Mstep: Class 17 contains 10830 members 
Mstep: Class 18 contains 4519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189348.000000 Penalty: 32736.513672
Iteration 80F: 16 clusters Score -4.218935e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 22110 members 
Mstep: Class 4 contains 7993 members 
Mstep: Class 5 contains 6872 members 
Mstep: Class 6 contains 7070 members 
Mstep: Class 7 contains 7006 members 
Mstep: Class 8 contains 17162 members 
Mstep: Class 10 contains 482552 members 
Mstep: Class 11 contains 78301 members 
Mstep: Class 12 contains 1708 members 
Mstep: Class 13 contains 2182 members 
Mstep: Class 15 contains 24921 members 
Mstep: Class 16 contains 5693 members 
Mstep: Class 17 contains 10822 members 
Mstep: Class 18 contains 4520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189380.000000 Penalty: 32736.513672
Iteration 81Q: 16 clusters Score -4.218938e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 22136 members 
Mstep: Class 4 contains 7991 members 
Mstep: Class 5 contains 6879 members 
Mstep: Class 6 contains 7065 members 
Mstep: Class 7 contains 7008 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482569 members 
Mstep: Class 11 contains 78302 members 
Mstep: Class 12 contains 1740 members 
Mstep: Class 13 contains 2180 members 
Mstep: Class 15 contains 24857 members 
Mstep: Class 16 contains 5691 members 
Mstep: Class 17 contains 10814 members 
Mstep: Class 18 contains 4519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189340.000000 Penalty: 32736.513672
Iteration 82Q: 16 clusters Score -4.218934e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 22162 members 
Mstep: Class 4 contains 7990 members 
Mstep: Class 5 contains 6890 members 
Mstep: Class 6 contains 7067 members 
Mstep: Class 7 contains 7008 members 
Mstep: Class 8 contains 17157 members 
Mstep: Class 10 contains 482563 members 
Mstep: Class 11 contains 78301 members 
Mstep: Class 12 contains 1782 members 
Mstep: Class 13 contains 2177 members 
Mstep: Class 15 contains 24793 members 
Mstep: Class 16 contains 5689 members 
Mstep: Class 17 contains 10812 members 
Mstep: Class 18 contains 4521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189340.000000 Penalty: 32736.513672
Iteration 83Q: 16 clusters Score -4.218934e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 22177 members 
Mstep: Class 4 contains 7990 members 
Mstep: Class 5 contains 6897 members 
Mstep: Class 6 contains 7065 members 
Mstep: Class 7 contains 7007 members 
Mstep: Class 8 contains 17157 members 
Mstep: Class 10 contains 482561 members 
Mstep: Class 11 contains 78298 members 
Mstep: Class 12 contains 1829 members 
Mstep: Class 13 contains 2176 members 
Mstep: Class 15 contains 24738 members 
Mstep: Class 16 contains 5688 members 
Mstep: Class 17 contains 10807 members 
Mstep: Class 18 contains 4522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189336.000000 Penalty: 32736.513672
Iteration 84Q: 16 clusters Score -4.218934e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 22204 members 
Mstep: Class 4 contains 7989 members 
Mstep: Class 5 contains 6902 members 
Mstep: Class 6 contains 7064 members 
Mstep: Class 7 contains 7004 members 
Mstep: Class 8 contains 17158 members 
Mstep: Class 10 contains 482563 members 
Mstep: Class 11 contains 78296 members 
Mstep: Class 12 contains 1864 members 
Mstep: Class 13 contains 2175 members 
Mstep: Class 15 contains 24679 members 
Mstep: Class 16 contains 5689 members 
Mstep: Class 17 contains 10802 members 
Mstep: Class 18 contains 4523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189372.000000 Penalty: 32736.513672
Iteration 85Q: 16 clusters Score -4.218937e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 22235 members 
Mstep: Class 4 contains 7988 members 
Mstep: Class 5 contains 6905 members 
Mstep: Class 6 contains 7063 members 
Mstep: Class 7 contains 7005 members 
Mstep: Class 8 contains 17160 members 
Mstep: Class 10 contains 482562 members 
Mstep: Class 11 contains 78294 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 2175 members 
Mstep: Class 15 contains 24618 members 
Mstep: Class 16 contains 5693 members 
Mstep: Class 17 contains 10796 members 
Mstep: Class 18 contains 4523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189392.000000 Penalty: 32736.513672
Iteration 86Q: 16 clusters Score -4.218939e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 22274 members 
Mstep: Class 4 contains 7990 members 
Mstep: Class 5 contains 6905 members 
Mstep: Class 6 contains 7061 members 
Mstep: Class 7 contains 7008 members 
Mstep: Class 8 contains 17160 members 
Mstep: Class 10 contains 482571 members 
Mstep: Class 11 contains 78293 members 
Mstep: Class 12 contains 1925 members 
Mstep: Class 13 contains 2175 members 
Mstep: Class 15 contains 24542 members 
Mstep: Class 16 contains 5692 members 
Mstep: Class 17 contains 10792 members 
Mstep: Class 18 contains 4524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189400.000000 Penalty: 32736.513672
Iteration 87Q: 16 clusters Score -4.21894e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 22314 members 
Mstep: Class 4 contains 7989 members 
Mstep: Class 5 contains 6907 members 
Mstep: Class 6 contains 7061 members 
Mstep: Class 7 contains 7009 members 
Mstep: Class 8 contains 17160 members 
Mstep: Class 10 contains 482555 members 
Mstep: Class 11 contains 78292 members 
Mstep: Class 12 contains 1977 members 
Mstep: Class 13 contains 2174 members 
Mstep: Class 15 contains 24466 members 
Mstep: Class 16 contains 5695 members 
Mstep: Class 17 contains 10790 members 
Mstep: Class 18 contains 4523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189496.000000 Penalty: 32736.513672
Iteration 88Q: 16 clusters Score -4.21895e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 22351 members 
Mstep: Class 4 contains 7989 members 
Mstep: Class 5 contains 6908 members 
Mstep: Class 6 contains 7062 members 
Mstep: Class 7 contains 7011 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482539 members 
Mstep: Class 11 contains 78292 members 
Mstep: Class 12 contains 2024 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 24395 members 
Mstep: Class 16 contains 5695 members 
Mstep: Class 17 contains 10789 members 
Mstep: Class 18 contains 4523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189504.000000 Penalty: 32736.513672
Iteration 89Q: 16 clusters Score -4.21895e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 22381 members 
Mstep: Class 4 contains 7992 members 
Mstep: Class 5 contains 6908 members 
Mstep: Class 6 contains 7062 members 
Mstep: Class 7 contains 7010 members 
Mstep: Class 8 contains 17162 members 
Mstep: Class 10 contains 482539 members 
Mstep: Class 11 contains 78293 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 15 contains 24331 members 
Mstep: Class 16 contains 5696 members 
Mstep: Class 17 contains 10786 members 
Mstep: Class 18 contains 4522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189524.000000 Penalty: 32736.513672
Iteration 90Q: 16 clusters Score -4.218952e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 22421 members 
Mstep: Class 4 contains 7993 members 
Mstep: Class 5 contains 6908 members 
Mstep: Class 6 contains 7061 members 
Mstep: Class 7 contains 7010 members 
Mstep: Class 8 contains 17162 members 
Mstep: Class 10 contains 482522 members 
Mstep: Class 11 contains 78291 members 
Mstep: Class 12 contains 2102 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 24268 members 
Mstep: Class 16 contains 5698 members 
Mstep: Class 17 contains 10781 members 
Mstep: Class 18 contains 4522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189568.000000 Penalty: 32736.513672
Iteration 91Q: 16 clusters Score -4.218957e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 22467 members 
Mstep: Class 4 contains 7992 members 
Mstep: Class 5 contains 6909 members 
Mstep: Class 6 contains 7060 members 
Mstep: Class 7 contains 7010 members 
Mstep: Class 8 contains 17162 members 
Mstep: Class 10 contains 482516 members 
Mstep: Class 11 contains 78291 members 
Mstep: Class 12 contains 2137 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 24195 members 
Mstep: Class 16 contains 5698 members 
Mstep: Class 17 contains 10780 members 
Mstep: Class 18 contains 4522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189596.000000 Penalty: 32736.513672
Iteration 92Q: 16 clusters Score -4.21896e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 22521 members 
Mstep: Class 4 contains 7994 members 
Mstep: Class 5 contains 6911 members 
Mstep: Class 6 contains 7052 members 
Mstep: Class 7 contains 7011 members 
Mstep: Class 8 contains 17163 members 
Mstep: Class 10 contains 482499 members 
Mstep: Class 11 contains 78290 members 
Mstep: Class 12 contains 2180 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 24123 members 
Mstep: Class 16 contains 5697 members 
Mstep: Class 17 contains 10776 members 
Mstep: Class 18 contains 4522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189588.000000 Penalty: 32736.513672
Iteration 93Q: 16 clusters Score -4.218959e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 22571 members 
Mstep: Class 4 contains 7995 members 
Mstep: Class 5 contains 6916 members 
Mstep: Class 6 contains 7048 members 
Mstep: Class 7 contains 7011 members 
Mstep: Class 8 contains 17164 members 
Mstep: Class 10 contains 482478 members 
Mstep: Class 11 contains 78289 members 
Mstep: Class 12 contains 2219 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 24057 members 
Mstep: Class 16 contains 5697 members 
Mstep: Class 17 contains 10771 members 
Mstep: Class 18 contains 4523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189600.000000 Penalty: 32736.513672
Iteration 94Q: 16 clusters Score -4.21896e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 22610 members 
Mstep: Class 4 contains 7993 members 
Mstep: Class 5 contains 6915 members 
Mstep: Class 6 contains 7046 members 
Mstep: Class 7 contains 7012 members 
Mstep: Class 8 contains 17164 members 
Mstep: Class 10 contains 482458 members 
Mstep: Class 11 contains 78288 members 
Mstep: Class 12 contains 2264 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 24000 members 
Mstep: Class 16 contains 5697 members 
Mstep: Class 17 contains 10768 members 
Mstep: Class 18 contains 4524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189580.000000 Penalty: 32736.513672
Iteration 95Q: 16 clusters Score -4.218958e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 22662 members 
Mstep: Class 4 contains 7993 members 
Mstep: Class 5 contains 6916 members 
Mstep: Class 6 contains 7049 members 
Mstep: Class 7 contains 7012 members 
Mstep: Class 8 contains 17165 members 
Mstep: Class 10 contains 482418 members 
Mstep: Class 11 contains 78290 members 
Mstep: Class 12 contains 2302 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 23941 members 
Mstep: Class 16 contains 5699 members 
Mstep: Class 17 contains 10766 members 
Mstep: Class 18 contains 4526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189656.000000 Penalty: 32736.513672
Iteration 96Q: 16 clusters Score -4.218966e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 22711 members 
Mstep: Class 4 contains 7994 members 
Mstep: Class 5 contains 6920 members 
Mstep: Class 6 contains 7052 members 
Mstep: Class 7 contains 7014 members 
Mstep: Class 8 contains 17164 members 
Mstep: Class 10 contains 482396 members 
Mstep: Class 11 contains 78288 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 2174 members 
Mstep: Class 15 contains 23879 members 
Mstep: Class 16 contains 5701 members 
Mstep: Class 17 contains 10767 members 
Mstep: Class 18 contains 4528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189612.000000 Penalty: 32736.513672
Iteration 97Q: 16 clusters Score -4.218961e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 22747 members 
Mstep: Class 4 contains 7992 members 
Mstep: Class 5 contains 6921 members 
Mstep: Class 6 contains 7054 members 
Mstep: Class 7 contains 7015 members 
Mstep: Class 8 contains 17164 members 
Mstep: Class 10 contains 482389 members 
Mstep: Class 11 contains 78286 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 23821 members 
Mstep: Class 16 contains 5703 members 
Mstep: Class 17 contains 10768 members 
Mstep: Class 18 contains 4531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189568.000000 Penalty: 32736.513672
Iteration 98Q: 16 clusters Score -4.218957e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 22785 members 
Mstep: Class 4 contains 7996 members 
Mstep: Class 5 contains 6921 members 
Mstep: Class 6 contains 7057 members 
Mstep: Class 7 contains 7017 members 
Mstep: Class 8 contains 17164 members 
Mstep: Class 10 contains 482398 members 
Mstep: Class 11 contains 78285 members 
Mstep: Class 12 contains 2369 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 15 contains 23748 members 
Mstep: Class 16 contains 5704 members 
Mstep: Class 17 contains 10766 members 
Mstep: Class 18 contains 4530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189580.000000 Penalty: 32736.513672
Iteration 99Q: 16 clusters Score -4.218958e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 22839 members 
Mstep: Class 4 contains 7995 members 
Mstep: Class 5 contains 6918 members 
Mstep: Class 6 contains 7059 members 
Mstep: Class 7 contains 7014 members 
Mstep: Class 8 contains 17164 members 
Mstep: Class 10 contains 482402 members 
Mstep: Class 11 contains 78284 members 
Mstep: Class 12 contains 2396 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 15 contains 23668 members 
Mstep: Class 16 contains 5704 members 
Mstep: Class 17 contains 10766 members 
Mstep: Class 18 contains 4531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189576.000000 Penalty: 32736.513672
Iteration 100F: 16 clusters Score -4.218958e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 22884 members 
Mstep: Class 4 contains 7996 members 
Mstep: Class 5 contains 6921 members 
Mstep: Class 6 contains 7061 members 
Mstep: Class 7 contains 7014 members 
Mstep: Class 8 contains 17162 members 
Mstep: Class 10 contains 482415 members 
Mstep: Class 11 contains 78282 members 
Mstep: Class 12 contains 2411 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 15 contains 23593 members 
Mstep: Class 16 contains 5707 members 
Mstep: Class 17 contains 10764 members 
Mstep: Class 18 contains 4530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189612.000000 Penalty: 32736.513672
Iteration 101Q: 16 clusters Score -4.218961e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 22928 members 
Mstep: Class 4 contains 7997 members 
Mstep: Class 5 contains 6924 members 
Mstep: Class 6 contains 7062 members 
Mstep: Class 7 contains 7011 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482432 members 
Mstep: Class 11 contains 78282 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 15 contains 23520 members 
Mstep: Class 16 contains 5708 members 
Mstep: Class 17 contains 10761 members 
Mstep: Class 18 contains 4527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189612.000000 Penalty: 32736.513672
Iteration 102Q: 16 clusters Score -4.218961e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 22969 members 
Mstep: Class 4 contains 7996 members 
Mstep: Class 5 contains 6925 members 
Mstep: Class 6 contains 7062 members 
Mstep: Class 7 contains 7011 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482443 members 
Mstep: Class 11 contains 78281 members 
Mstep: Class 12 contains 2442 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 15 contains 23456 members 
Mstep: Class 16 contains 5709 members 
Mstep: Class 17 contains 10760 members 
Mstep: Class 18 contains 4525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189632.000000 Penalty: 32736.513672
Iteration 103Q: 16 clusters Score -4.218963e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23008 members 
Mstep: Class 4 contains 7996 members 
Mstep: Class 5 contains 6925 members 
Mstep: Class 6 contains 7064 members 
Mstep: Class 7 contains 7011 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482467 members 
Mstep: Class 11 contains 78280 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 15 contains 23376 members 
Mstep: Class 16 contains 5708 members 
Mstep: Class 17 contains 10761 members 
Mstep: Class 18 contains 4527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189652.000000 Penalty: 32736.513672
Iteration 104Q: 16 clusters Score -4.218965e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23051 members 
Mstep: Class 4 contains 7992 members 
Mstep: Class 5 contains 6926 members 
Mstep: Class 6 contains 7066 members 
Mstep: Class 7 contains 7011 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482488 members 
Mstep: Class 11 contains 78280 members 
Mstep: Class 12 contains 2473 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 15 contains 23298 members 
Mstep: Class 16 contains 5707 members 
Mstep: Class 17 contains 10760 members 
Mstep: Class 18 contains 4528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189684.000000 Penalty: 32736.513672
Iteration 105Q: 16 clusters Score -4.218968e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23093 members 
Mstep: Class 4 contains 7990 members 
Mstep: Class 5 contains 6929 members 
Mstep: Class 6 contains 7068 members 
Mstep: Class 7 contains 7011 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482496 members 
Mstep: Class 11 contains 78280 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 15 contains 23231 members 
Mstep: Class 16 contains 5708 members 
Mstep: Class 17 contains 10761 members 
Mstep: Class 18 contains 4528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189628.000000 Penalty: 32736.513672
Iteration 106Q: 16 clusters Score -4.218963e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23136 members 
Mstep: Class 4 contains 7988 members 
Mstep: Class 5 contains 6931 members 
Mstep: Class 6 contains 7069 members 
Mstep: Class 7 contains 7011 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482513 members 
Mstep: Class 11 contains 78280 members 
Mstep: Class 12 contains 2489 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 15 contains 23165 members 
Mstep: Class 16 contains 5709 members 
Mstep: Class 17 contains 10761 members 
Mstep: Class 18 contains 4528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189600.000000 Penalty: 32736.513672
Iteration 107Q: 16 clusters Score -4.21896e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23169 members 
Mstep: Class 4 contains 7985 members 
Mstep: Class 5 contains 6933 members 
Mstep: Class 6 contains 7064 members 
Mstep: Class 7 contains 7011 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482531 members 
Mstep: Class 11 contains 78280 members 
Mstep: Class 12 contains 2493 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 15 contains 23116 members 
Mstep: Class 16 contains 5709 members 
Mstep: Class 17 contains 10761 members 
Mstep: Class 18 contains 4528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189680.000000 Penalty: 32736.513672
Iteration 108Q: 16 clusters Score -4.218968e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23196 members 
Mstep: Class 4 contains 7984 members 
Mstep: Class 5 contains 6934 members 
Mstep: Class 6 contains 7058 members 
Mstep: Class 7 contains 7011 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482537 members 
Mstep: Class 11 contains 78280 members 
Mstep: Class 12 contains 2509 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 15 contains 23068 members 
Mstep: Class 16 contains 5712 members 
Mstep: Class 17 contains 10763 members 
Mstep: Class 18 contains 4528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189692.000000 Penalty: 32736.513672
Iteration 109Q: 16 clusters Score -4.218969e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23226 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 6935 members 
Mstep: Class 6 contains 7054 members 
Mstep: Class 7 contains 7011 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482548 members 
Mstep: Class 11 contains 78280 members 
Mstep: Class 12 contains 2517 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 15 contains 23020 members 
Mstep: Class 16 contains 5713 members 
Mstep: Class 17 contains 10766 members 
Mstep: Class 18 contains 4528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189692.000000 Penalty: 32736.513672
Iteration 110Q: 16 clusters Score -4.218969e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23245 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 6934 members 
Mstep: Class 6 contains 7049 members 
Mstep: Class 7 contains 7011 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482563 members 
Mstep: Class 11 contains 78280 members 
Mstep: Class 12 contains 2523 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 15 contains 22985 members 
Mstep: Class 16 contains 5712 members 
Mstep: Class 17 contains 10768 members 
Mstep: Class 18 contains 4528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189692.000000 Penalty: 32736.513672
Iteration 111Q: 16 clusters Score -4.218969e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23260 members 
Mstep: Class 4 contains 7987 members 
Mstep: Class 5 contains 6935 members 
Mstep: Class 6 contains 7046 members 
Mstep: Class 7 contains 7011 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482576 members 
Mstep: Class 11 contains 78280 members 
Mstep: Class 12 contains 2528 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 15 contains 22947 members 
Mstep: Class 16 contains 5714 members 
Mstep: Class 17 contains 10768 members 
Mstep: Class 18 contains 4528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189656.000000 Penalty: 32736.513672
Iteration 112Q: 16 clusters Score -4.218966e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23270 members 
Mstep: Class 4 contains 7984 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 7045 members 
Mstep: Class 7 contains 7011 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482594 members 
Mstep: Class 11 contains 78281 members 
Mstep: Class 12 contains 2532 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 15 contains 22913 members 
Mstep: Class 16 contains 5718 members 
Mstep: Class 17 contains 10768 members 
Mstep: Class 18 contains 4528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189664.000000 Penalty: 32736.513672
Iteration 113Q: 16 clusters Score -4.218966e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23284 members 
Mstep: Class 4 contains 7984 members 
Mstep: Class 5 contains 6937 members 
Mstep: Class 6 contains 7045 members 
Mstep: Class 7 contains 7011 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482603 members 
Mstep: Class 11 contains 78281 members 
Mstep: Class 12 contains 2538 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 15 contains 22879 members 
Mstep: Class 16 contains 5721 members 
Mstep: Class 17 contains 10768 members 
Mstep: Class 18 contains 4529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189728.000000 Penalty: 32736.513672
Iteration 114Q: 16 clusters Score -4.218973e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23299 members 
Mstep: Class 4 contains 7984 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 7045 members 
Mstep: Class 7 contains 7011 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482613 members 
Mstep: Class 11 contains 78281 members 
Mstep: Class 12 contains 2544 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 15 contains 22847 members 
Mstep: Class 16 contains 5722 members 
Mstep: Class 17 contains 10768 members 
Mstep: Class 18 contains 4530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189692.000000 Penalty: 32736.513672
Iteration 115Q: 16 clusters Score -4.218969e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23320 members 
Mstep: Class 4 contains 7984 members 
Mstep: Class 5 contains 6935 members 
Mstep: Class 6 contains 7043 members 
Mstep: Class 7 contains 7011 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482629 members 
Mstep: Class 11 contains 78281 members 
Mstep: Class 12 contains 2547 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 15 contains 22805 members 
Mstep: Class 16 contains 5724 members 
Mstep: Class 17 contains 10769 members 
Mstep: Class 18 contains 4532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189672.000000 Penalty: 32736.513672
Iteration 116Q: 16 clusters Score -4.218967e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23335 members 
Mstep: Class 4 contains 7983 members 
Mstep: Class 5 contains 6935 members 
Mstep: Class 6 contains 7042 members 
Mstep: Class 7 contains 7011 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482657 members 
Mstep: Class 11 contains 78281 members 
Mstep: Class 12 contains 2551 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 15 contains 22760 members 
Mstep: Class 16 contains 5724 members 
Mstep: Class 17 contains 10769 members 
Mstep: Class 18 contains 4532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189716.000000 Penalty: 32736.513672
Iteration 117Q: 16 clusters Score -4.218972e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23361 members 
Mstep: Class 4 contains 7983 members 
Mstep: Class 5 contains 6935 members 
Mstep: Class 6 contains 7038 members 
Mstep: Class 7 contains 7010 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482669 members 
Mstep: Class 11 contains 78281 members 
Mstep: Class 12 contains 2558 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 15 contains 22720 members 
Mstep: Class 16 contains 5725 members 
Mstep: Class 17 contains 10768 members 
Mstep: Class 18 contains 4532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189672.000000 Penalty: 32736.513672
Iteration 118Q: 16 clusters Score -4.218967e+07 nChanged 75
Entering ConstructFrom: 
Score: -42189672.000000 Penalty: 32736.513672
Entering ConstructFrom: 
Trying to split cluster 1 (1433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Entering Unmasked Estep 
Score: -80216.531250 Penalty: 1180.972900
	Iteration 0F: 2 clusters Score -80216.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -78530.484375 Penalty: 2361.945801
	Iteration 0F: 3 clusters Score -78530.48 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -78935.265625 Penalty: 2361.945801
	Iteration 1F: 3 clusters Score -78935.27 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -79083.789062 Penalty: 2361.945801
	Iteration 2F: 3 clusters Score -79083.79 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -79160.375000 Penalty: 2361.945801
	Iteration 3F: 3 clusters Score -79160.38 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -79213.195312 Penalty: 2361.945801
	Iteration 4Q: 3 clusters Score -79213.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -79269.562500 Penalty: 2361.945801
	Iteration 5Q: 3 clusters Score -79269.56 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -79304.046875 Penalty: 2361.945801
	Iteration 6Q: 3 clusters Score -79304.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -79327.968750 Penalty: 2361.945801
	Iteration 7Q: 3 clusters Score -79327.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -79338.445312 Penalty: 2361.945801
	Iteration 8Q: 3 clusters Score -79338.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -79347.296875 Penalty: 2361.945801
	Iteration 9Q: 3 clusters Score -79347.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -79358.421875 Penalty: 2361.945801
	Iteration 10Q: 3 clusters Score -79358.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -79368.687500 Penalty: 2361.945801
	Iteration 11Q: 3 clusters Score -79368.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -79375.812500 Penalty: 2361.945801
	Iteration 12Q: 3 clusters Score -79375.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -79380.578125 Penalty: 2361.945801
	Iteration 13Q: 3 clusters Score -79380.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -79382.812500 Penalty: 2361.945801
	Iteration 14Q: 3 clusters Score -79382.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -79384.882812 Penalty: 2361.945801
	Iteration 15Q: 3 clusters Score -79384.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -79386.968750 Penalty: 2361.945801
	Iteration 16Q: 3 clusters Score -79386.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -79386.968750 Penalty: 2361.945801
	Iteration 17F: 3 clusters Score -79386.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Entering Unmasked Estep 
Score: -1523935.500000 Penalty: 1634.697876
	Iteration 0F: 2 clusters Score -1523936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1507992.000000 Penalty: 3269.395752
	Iteration 0F: 3 clusters Score -1507992 nChanged 10753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1513821.875000 Penalty: 3269.395752
	Iteration 1F: 3 clusters Score -1513822 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1514126.000000 Penalty: 3269.395752
	Iteration 2Q: 3 clusters Score -1514126 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1514429.875000 Penalty: 3269.395752
	Iteration 3Q: 3 clusters Score -1514430 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1514780.500000 Penalty: 3269.395752
	Iteration 4Q: 3 clusters Score -1514780 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1515253.625000 Penalty: 3269.395752
	Iteration 5Q: 3 clusters Score -1515254 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1515927.000000 Penalty: 3269.395752
	Iteration 6F: 3 clusters Score -1515927 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1516891.000000 Penalty: 3269.395752
	Iteration 7F: 3 clusters Score -1516891 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1518210.000000 Penalty: 3269.395752
	Iteration 8F: 3 clusters Score -1518210 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1519602.375000 Penalty: 3269.395752
	Iteration 9F: 3 clusters Score -1519602 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1520753.500000 Penalty: 3269.395752
	Iteration 10Q: 3 clusters Score -1520754 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1521490.000000 Penalty: 3269.395752
	Iteration 11Q: 3 clusters Score -1521490 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1521811.750000 Penalty: 3269.395752
	Iteration 12Q: 3 clusters Score -1521812 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1522002.000000 Penalty: 3269.395752
	Iteration 13Q: 3 clusters Score -1522002 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1522123.625000 Penalty: 3269.395752
	Iteration 14Q: 3 clusters Score -1522124 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1522215.500000 Penalty: 3269.395752
	Iteration 15Q: 3 clusters Score -1522216 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1522308.875000 Penalty: 3269.395752
	Iteration 16Q: 3 clusters Score -1522309 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1522381.750000 Penalty: 3269.395752
	Iteration 17Q: 3 clusters Score -1522382 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1522442.750000 Penalty: 3269.395752
	Iteration 18Q: 3 clusters Score -1522443 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1522479.375000 Penalty: 3269.395752
	Iteration 19Q: 3 clusters Score -1522479 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1522509.250000 Penalty: 3269.395752
	Iteration 20F: 3 clusters Score -1522509 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1522536.000000 Penalty: 3269.395752
	Iteration 21Q: 3 clusters Score -1522536 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1522549.625000 Penalty: 3269.395752
	Iteration 22Q: 3 clusters Score -1522550 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1522567.625000 Penalty: 3269.395752
	Iteration 23Q: 3 clusters Score -1522568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1522576.125000 Penalty: 3269.395752
	Iteration 24Q: 3 clusters Score -1522576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1522577.000000 Penalty: 3269.395752
	Iteration 25Q: 3 clusters Score -1522577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1522579.625000 Penalty: 3269.395752
	Iteration 26Q: 3 clusters Score -1522580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1522583.875000 Penalty: 3269.395752
	Iteration 27Q: 3 clusters Score -1522584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1522583.625000 Penalty: 3269.395752
	Iteration 28Q: 3 clusters Score -1522584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1522584.375000 Penalty: 3269.395752
	Iteration 29Q: 3 clusters Score -1522584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1522585.625000 Penalty: 3269.395752
	Iteration 30Q: 3 clusters Score -1522586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1522587.125000 Penalty: 3269.395752
	Iteration 31Q: 3 clusters Score -1522587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1522587.875000 Penalty: 3269.395752
	Iteration 32Q: 3 clusters Score -1522588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1522587.875000 Penalty: 3269.395752
	Iteration 33F: 3 clusters Score -1522588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -533634.937500 Penalty: 1460.094238
	Iteration 0F: 2 clusters Score -533634.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -527672.000000 Penalty: 2920.188477
	Iteration 0F: 3 clusters Score -527672 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -529573.875000 Penalty: 2920.188477
	Iteration 1F: 3 clusters Score -529573.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -529780.062500 Penalty: 2920.188477
	Iteration 2F: 3 clusters Score -529780.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -529966.375000 Penalty: 2920.188477
	Iteration 3F: 3 clusters Score -529966.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -530100.562500 Penalty: 2920.188477
	Iteration 4Q: 3 clusters Score -530100.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -530232.375000 Penalty: 2920.188477
	Iteration 5Q: 3 clusters Score -530232.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -530339.562500 Penalty: 2920.188477
	Iteration 6Q: 3 clusters Score -530339.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -530453.812500 Penalty: 2920.188477
	Iteration 7Q: 3 clusters Score -530453.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -530584.625000 Penalty: 2920.188477
	Iteration 8Q: 3 clusters Score -530584.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -530728.437500 Penalty: 2920.188477
	Iteration 9Q: 3 clusters Score -530728.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -530879.937500 Penalty: 2920.188477
	Iteration 10Q: 3 clusters Score -530879.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -531056.687500 Penalty: 2920.188477
	Iteration 11Q: 3 clusters Score -531056.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -531251.812500 Penalty: 2920.188477
	Iteration 12Q: 3 clusters Score -531251.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -531468.812500 Penalty: 2920.188477
	Iteration 13Q: 3 clusters Score -531468.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -531699.250000 Penalty: 2920.188477
	Iteration 14Q: 3 clusters Score -531699.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -531880.937500 Penalty: 2920.188477
	Iteration 15Q: 3 clusters Score -531880.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -532007.625000 Penalty: 2920.188477
	Iteration 16Q: 3 clusters Score -532007.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -532121.312500 Penalty: 2920.188477
	Iteration 17Q: 3 clusters Score -532121.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -532222.875000 Penalty: 2920.188477
	Iteration 18Q: 3 clusters Score -532222.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -532273.562500 Penalty: 2920.188477
	Iteration 19Q: 3 clusters Score -532273.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -532305.875000 Penalty: 2920.188477
	Iteration 20F: 3 clusters Score -532305.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -532339.437500 Penalty: 2920.188477
	Iteration 21Q: 3 clusters Score -532339.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -532364.500000 Penalty: 2920.188477
	Iteration 22Q: 3 clusters Score -532364.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -532384.875000 Penalty: 2920.188477
	Iteration 23Q: 3 clusters Score -532384.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -532397.687500 Penalty: 2920.188477
	Iteration 24Q: 3 clusters Score -532397.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -532403.312500 Penalty: 2920.188477
	Iteration 25Q: 3 clusters Score -532403.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -532406.750000 Penalty: 2920.188477
	Iteration 26Q: 3 clusters Score -532406.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -532410.000000 Penalty: 2920.188477
	Iteration 27Q: 3 clusters Score -532410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -532411.875000 Penalty: 2920.188477
	Iteration 28Q: 3 clusters Score -532411.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -532414.437500 Penalty: 2920.188477
	Iteration 29Q: 3 clusters Score -532414.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -532415.500000 Penalty: 2920.188477
	Iteration 30Q: 3 clusters Score -532415.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -532416.937500 Penalty: 2920.188477
	Iteration 31Q: 3 clusters Score -532416.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -532416.875000 Penalty: 2920.188477
	Iteration 32Q: 3 clusters Score -532416.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -532416.875000 Penalty: 2920.188477
	Iteration 33F: 3 clusters Score -532416.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Entering Unmasked Estep 
Score: -430088.937500 Penalty: 1437.204712
	Iteration 0F: 2 clusters Score -430088.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -424902.375000 Penalty: 2874.409424
	Iteration 0F: 3 clusters Score -424902.4 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -426484.718750 Penalty: 2874.409424
	Iteration 1F: 3 clusters Score -426484.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -426697.500000 Penalty: 2874.409424
	Iteration 2F: 3 clusters Score -426697.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -426864.593750 Penalty: 2874.409424
	Iteration 3F: 3 clusters Score -426864.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -426999.250000 Penalty: 2874.409424
	Iteration 4Q: 3 clusters Score -426999.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -427153.031250 Penalty: 2874.409424
	Iteration 5Q: 3 clusters Score -427153 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -427342.812500 Penalty: 2874.409424
	Iteration 6Q: 3 clusters Score -427342.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -427543.593750 Penalty: 2874.409424
	Iteration 7Q: 3 clusters Score -427543.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -427729.875000 Penalty: 2874.409424
	Iteration 8Q: 3 clusters Score -427729.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -427912.125000 Penalty: 2874.409424
	Iteration 9Q: 3 clusters Score -427912.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -428067.718750 Penalty: 2874.409424
	Iteration 10Q: 3 clusters Score -428067.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -428219.000000 Penalty: 2874.409424
	Iteration 11Q: 3 clusters Score -428219 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -428342.250000 Penalty: 2874.409424
	Iteration 12Q: 3 clusters Score -428342.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -428456.406250 Penalty: 2874.409424
	Iteration 13Q: 3 clusters Score -428456.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -428565.781250 Penalty: 2874.409424
	Iteration 14Q: 3 clusters Score -428565.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -428659.000000 Penalty: 2874.409424
	Iteration 15Q: 3 clusters Score -428659 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -428759.593750 Penalty: 2874.409424
	Iteration 16Q: 3 clusters Score -428759.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -428835.343750 Penalty: 2874.409424
	Iteration 17Q: 3 clusters Score -428835.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -428891.156250 Penalty: 2874.409424
	Iteration 18Q: 3 clusters Score -428891.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -428933.468750 Penalty: 2874.409424
	Iteration 19Q: 3 clusters Score -428933.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -428973.000000 Penalty: 2874.409424
	Iteration 20F: 3 clusters Score -428973 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -429009.531250 Penalty: 2874.409424
	Iteration 21Q: 3 clusters Score -429009.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -429038.031250 Penalty: 2874.409424
	Iteration 22Q: 3 clusters Score -429038 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -429057.625000 Penalty: 2874.409424
	Iteration 23Q: 3 clusters Score -429057.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -429079.500000 Penalty: 2874.409424
	Iteration 24Q: 3 clusters Score -429079.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -429092.500000 Penalty: 2874.409424
	Iteration 25Q: 3 clusters Score -429092.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -429101.968750 Penalty: 2874.409424
	Iteration 26Q: 3 clusters Score -429102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -429105.687500 Penalty: 2874.409424
	Iteration 27Q: 3 clusters Score -429105.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -429107.750000 Penalty: 2874.409424
	Iteration 28Q: 3 clusters Score -429107.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -429110.343750 Penalty: 2874.409424
	Iteration 29Q: 3 clusters Score -429110.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -429110.375000 Penalty: 2874.409424
	Iteration 30Q: 3 clusters Score -429110.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -429110.156250 Penalty: 2874.409424
	Iteration 31Q: 3 clusters Score -429110.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -429110.781250 Penalty: 2874.409424
	Iteration 32Q: 3 clusters Score -429110.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -429112.437500 Penalty: 2874.409424
	Iteration 33Q: 3 clusters Score -429112.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -429113.125000 Penalty: 2874.409424
	Iteration 34Q: 3 clusters Score -429113.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -429113.781250 Penalty: 2874.409424
	Iteration 35Q: 3 clusters Score -429113.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -429114.625000 Penalty: 2874.409424
	Iteration 36Q: 3 clusters Score -429114.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -429113.562500 Penalty: 2874.409424
	Iteration 37Q: 3 clusters Score -429113.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -429114.625000 Penalty: 2874.409424
	Iteration 38Q: 3 clusters Score -429114.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -429114.093750 Penalty: 2874.409424
	Iteration 39Q: 3 clusters Score -429114.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -429115.937500 Penalty: 2874.409424
	Iteration 40F: 3 clusters Score -429115.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -429115.968750 Penalty: 2874.409424
	Iteration 41Q: 3 clusters Score -429116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -429117.531250 Penalty: 2874.409424
	Iteration 42Q: 3 clusters Score -429117.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -429118.468750 Penalty: 2874.409424
	Iteration 43Q: 3 clusters Score -429118.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -429117.687500 Penalty: 2874.409424
	Iteration 44Q: 3 clusters Score -429117.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -429117.687500 Penalty: 2874.409424
	Iteration 45F: 3 clusters Score -429117.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Entering Unmasked Estep 
Score: -436100.625000 Penalty: 1439.577271
	Iteration 0F: 2 clusters Score -436100.6 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 3552 members 
Entering Unmasked Estep 
Score: -430807.625000 Penalty: 2879.154541
	Iteration 0F: 3 clusters Score -430807.6 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -432789.375000 Penalty: 2879.154541
	Iteration 1F: 3 clusters Score -432789.4 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -433557.000000 Penalty: 2879.154541
	Iteration 2F: 3 clusters Score -433557 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -434245.468750 Penalty: 2879.154541
	Iteration 3F: 3 clusters Score -434245.5 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -434696.531250 Penalty: 2879.154541
	Iteration 4F: 3 clusters Score -434696.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -434973.656250 Penalty: 2879.154541
	Iteration 5F: 3 clusters Score -434973.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -435175.968750 Penalty: 2879.154541
	Iteration 6Q: 3 clusters Score -435176 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -435276.625000 Penalty: 2879.154541
	Iteration 7Q: 3 clusters Score -435276.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -435338.812500 Penalty: 2879.154541
	Iteration 8Q: 3 clusters Score -435338.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -435373.500000 Penalty: 2879.154541
	Iteration 9Q: 3 clusters Score -435373.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -435400.312500 Penalty: 2879.154541
	Iteration 10Q: 3 clusters Score -435400.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -435426.125000 Penalty: 2879.154541
	Iteration 11Q: 3 clusters Score -435426.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -435443.750000 Penalty: 2879.154541
	Iteration 12Q: 3 clusters Score -435443.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -435457.937500 Penalty: 2879.154541
	Iteration 13Q: 3 clusters Score -435457.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -435476.062500 Penalty: 2879.154541
	Iteration 14Q: 3 clusters Score -435476.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -435491.062500 Penalty: 2879.154541
	Iteration 15Q: 3 clusters Score -435491.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -435499.531250 Penalty: 2879.154541
	Iteration 16Q: 3 clusters Score -435499.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -435506.843750 Penalty: 2879.154541
	Iteration 17Q: 3 clusters Score -435506.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -435511.000000 Penalty: 2879.154541
	Iteration 18Q: 3 clusters Score -435511 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -435521.375000 Penalty: 2879.154541
	Iteration 19Q: 3 clusters Score -435521.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -435531.937500 Penalty: 2879.154541
	Iteration 20F: 3 clusters Score -435531.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -435550.031250 Penalty: 2879.154541
	Iteration 21Q: 3 clusters Score -435550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -435569.187500 Penalty: 2879.154541
	Iteration 22Q: 3 clusters Score -435569.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -435591.593750 Penalty: 2879.154541
	Iteration 23Q: 3 clusters Score -435591.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -435621.000000 Penalty: 2879.154541
	Iteration 24Q: 3 clusters Score -435621 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -435646.593750 Penalty: 2879.154541
	Iteration 25Q: 3 clusters Score -435646.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -435667.781250 Penalty: 2879.154541
	Iteration 26Q: 3 clusters Score -435667.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -435676.468750 Penalty: 2879.154541
	Iteration 27Q: 3 clusters Score -435676.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -435679.531250 Penalty: 2879.154541
	Iteration 28Q: 3 clusters Score -435679.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -435683.125000 Penalty: 2879.154541
	Iteration 29Q: 3 clusters Score -435683.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -435683.281250 Penalty: 2879.154541
	Iteration 30Q: 3 clusters Score -435683.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -435683.281250 Penalty: 2879.154541
	Iteration 31F: 3 clusters Score -435683.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Entering Unmasked Estep 
Score: -433650.343750 Penalty: 1438.929321
	Iteration 0F: 2 clusters Score -433650.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -428360.250000 Penalty: 2877.858643
	Iteration 0F: 3 clusters Score -428360.2 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -430030.312500 Penalty: 2877.858643
	Iteration 1F: 3 clusters Score -430030.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -430310.687500 Penalty: 2877.858643
	Iteration 2F: 3 clusters Score -430310.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -430560.437500 Penalty: 2877.858643
	Iteration 3F: 3 clusters Score -430560.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -430827.718750 Penalty: 2877.858643
	Iteration 4F: 3 clusters Score -430827.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -431085.437500 Penalty: 2877.858643
	Iteration 5F: 3 clusters Score -431085.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -431284.218750 Penalty: 2877.858643
	Iteration 6Q: 3 clusters Score -431284.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -431459.406250 Penalty: 2877.858643
	Iteration 7Q: 3 clusters Score -431459.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -431595.312500 Penalty: 2877.858643
	Iteration 8Q: 3 clusters Score -431595.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -431689.593750 Penalty: 2877.858643
	Iteration 9Q: 3 clusters Score -431689.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -431769.843750 Penalty: 2877.858643
	Iteration 10Q: 3 clusters Score -431769.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -431819.562500 Penalty: 2877.858643
	Iteration 11Q: 3 clusters Score -431819.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -431852.125000 Penalty: 2877.858643
	Iteration 12Q: 3 clusters Score -431852.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -431879.062500 Penalty: 2877.858643
	Iteration 13Q: 3 clusters Score -431879.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -431903.437500 Penalty: 2877.858643
	Iteration 14Q: 3 clusters Score -431903.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -431925.468750 Penalty: 2877.858643
	Iteration 15Q: 3 clusters Score -431925.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -431943.843750 Penalty: 2877.858643
	Iteration 16Q: 3 clusters Score -431943.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -431961.031250 Penalty: 2877.858643
	Iteration 17Q: 3 clusters Score -431961 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -431975.000000 Penalty: 2877.858643
	Iteration 18Q: 3 clusters Score -431975 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -431986.812500 Penalty: 2877.858643
	Iteration 19Q: 3 clusters Score -431986.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -431999.468750 Penalty: 2877.858643
	Iteration 20F: 3 clusters Score -431999.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -432008.218750 Penalty: 2877.858643
	Iteration 21Q: 3 clusters Score -432008.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -432014.437500 Penalty: 2877.858643
	Iteration 22Q: 3 clusters Score -432014.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -432020.062500 Penalty: 2877.858643
	Iteration 23Q: 3 clusters Score -432020.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -432026.093750 Penalty: 2877.858643
	Iteration 24Q: 3 clusters Score -432026.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -432029.593750 Penalty: 2877.858643
	Iteration 25Q: 3 clusters Score -432029.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -432033.468750 Penalty: 2877.858643
	Iteration 26Q: 3 clusters Score -432033.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -432038.000000 Penalty: 2877.858643
	Iteration 27Q: 3 clusters Score -432038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -432042.343750 Penalty: 2877.858643
	Iteration 28Q: 3 clusters Score -432042.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -432044.812500 Penalty: 2877.858643
	Iteration 29Q: 3 clusters Score -432044.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -432047.625000 Penalty: 2877.858643
	Iteration 30Q: 3 clusters Score -432047.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -432050.187500 Penalty: 2877.858643
	Iteration 31Q: 3 clusters Score -432050.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -432053.812500 Penalty: 2877.858643
	Iteration 32Q: 3 clusters Score -432053.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -432055.781250 Penalty: 2877.858643
	Iteration 33Q: 3 clusters Score -432055.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -432057.875000 Penalty: 2877.858643
	Iteration 34Q: 3 clusters Score -432057.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -432056.937500 Penalty: 2877.858643
	Iteration 35Q: 3 clusters Score -432056.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -432058.593750 Penalty: 2877.858643
	Iteration 36Q: 3 clusters Score -432058.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -432059.781250 Penalty: 2877.858643
	Iteration 37Q: 3 clusters Score -432059.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -432061.125000 Penalty: 2877.858643
	Iteration 38Q: 3 clusters Score -432061.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -432062.750000 Penalty: 2877.858643
	Iteration 39Q: 3 clusters Score -432062.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -432064.656250 Penalty: 2877.858643
	Iteration 40F: 3 clusters Score -432064.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -432064.656250 Penalty: 2877.858643
	Iteration 41Q: 3 clusters Score -432064.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -432065.156250 Penalty: 2877.858643
	Iteration 42Q: 3 clusters Score -432065.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -432065.843750 Penalty: 2877.858643
	Iteration 43Q: 3 clusters Score -432065.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -432069.531250 Penalty: 2877.858643
	Iteration 44Q: 3 clusters Score -432069.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -432071.031250 Penalty: 2877.858643
	Iteration 45Q: 3 clusters Score -432071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -432073.656250 Penalty: 2877.858643
	Iteration 46Q: 3 clusters Score -432073.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -432074.375000 Penalty: 2877.858643
	Iteration 47Q: 3 clusters Score -432074.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -432076.531250 Penalty: 2877.858643
	Iteration 48Q: 3 clusters Score -432076.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -432079.562500 Penalty: 2877.858643
	Iteration 49Q: 3 clusters Score -432079.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -432081.437500 Penalty: 2877.858643
	Iteration 50Q: 3 clusters Score -432081.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -432086.906250 Penalty: 2877.858643
	Iteration 51Q: 3 clusters Score -432086.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -432093.187500 Penalty: 2877.858643
	Iteration 52Q: 3 clusters Score -432093.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -432100.500000 Penalty: 2877.858643
	Iteration 53Q: 3 clusters Score -432100.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -432103.781250 Penalty: 2877.858643
	Iteration 54Q: 3 clusters Score -432103.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -432108.000000 Penalty: 2877.858643
	Iteration 55Q: 3 clusters Score -432108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -432112.093750 Penalty: 2877.858643
	Iteration 56Q: 3 clusters Score -432112.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -432115.281250 Penalty: 2877.858643
	Iteration 57Q: 3 clusters Score -432115.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -432120.968750 Penalty: 2877.858643
	Iteration 58Q: 3 clusters Score -432121 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -432125.062500 Penalty: 2877.858643
	Iteration 59Q: 3 clusters Score -432125.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -432130.437500 Penalty: 2877.858643
	Iteration 60F: 3 clusters Score -432130.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -432136.468750 Penalty: 2877.858643
	Iteration 61Q: 3 clusters Score -432136.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -432141.750000 Penalty: 2877.858643
	Iteration 62Q: 3 clusters Score -432141.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -432150.187500 Penalty: 2877.858643
	Iteration 63Q: 3 clusters Score -432150.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -432156.750000 Penalty: 2877.858643
	Iteration 64Q: 3 clusters Score -432156.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -432167.437500 Penalty: 2877.858643
	Iteration 65Q: 3 clusters Score -432167.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -432181.718750 Penalty: 2877.858643
	Iteration 66Q: 3 clusters Score -432181.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -432196.406250 Penalty: 2877.858643
	Iteration 67Q: 3 clusters Score -432196.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -432207.937500 Penalty: 2877.858643
	Iteration 68Q: 3 clusters Score -432207.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -432219.187500 Penalty: 2877.858643
	Iteration 69Q: 3 clusters Score -432219.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -432231.468750 Penalty: 2877.858643
	Iteration 70Q: 3 clusters Score -432231.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -432241.687500 Penalty: 2877.858643
	Iteration 71Q: 3 clusters Score -432241.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -432252.093750 Penalty: 2877.858643
	Iteration 72Q: 3 clusters Score -432252.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -432260.937500 Penalty: 2877.858643
	Iteration 73Q: 3 clusters Score -432260.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -432267.937500 Penalty: 2877.858643
	Iteration 74Q: 3 clusters Score -432267.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -432283.281250 Penalty: 2877.858643
	Iteration 75Q: 3 clusters Score -432283.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -432299.531250 Penalty: 2877.858643
	Iteration 76Q: 3 clusters Score -432299.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -432311.968750 Penalty: 2877.858643
	Iteration 77Q: 3 clusters Score -432312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -432318.843750 Penalty: 2877.858643
	Iteration 78Q: 3 clusters Score -432318.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -432324.375000 Penalty: 2877.858643
	Iteration 79Q: 3 clusters Score -432324.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -432332.500000 Penalty: 2877.858643
	Iteration 80F: 3 clusters Score -432332.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -432336.156250 Penalty: 2877.858643
	Iteration 81Q: 3 clusters Score -432336.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -432343.281250 Penalty: 2877.858643
	Iteration 82Q: 3 clusters Score -432343.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -432349.718750 Penalty: 2877.858643
	Iteration 83Q: 3 clusters Score -432349.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -432357.093750 Penalty: 2877.858643
	Iteration 84Q: 3 clusters Score -432357.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -432360.812500 Penalty: 2877.858643
	Iteration 85Q: 3 clusters Score -432360.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -432369.718750 Penalty: 2877.858643
	Iteration 86Q: 3 clusters Score -432369.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -432374.406250 Penalty: 2877.858643
	Iteration 87Q: 3 clusters Score -432374.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -432379.687500 Penalty: 2877.858643
	Iteration 88Q: 3 clusters Score -432379.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -432385.968750 Penalty: 2877.858643
	Iteration 89Q: 3 clusters Score -432386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -432390.593750 Penalty: 2877.858643
	Iteration 90Q: 3 clusters Score -432390.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -432395.093750 Penalty: 2877.858643
	Iteration 91Q: 3 clusters Score -432395.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -432398.156250 Penalty: 2877.858643
	Iteration 92Q: 3 clusters Score -432398.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -432399.437500 Penalty: 2877.858643
	Iteration 93Q: 3 clusters Score -432399.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -432401.281250 Penalty: 2877.858643
	Iteration 94Q: 3 clusters Score -432401.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -432404.093750 Penalty: 2877.858643
	Iteration 95Q: 3 clusters Score -432404.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -432409.937500 Penalty: 2877.858643
	Iteration 96Q: 3 clusters Score -432409.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -432413.187500 Penalty: 2877.858643
	Iteration 97Q: 3 clusters Score -432413.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -432418.593750 Penalty: 2877.858643
	Iteration 98Q: 3 clusters Score -432418.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -432422.968750 Penalty: 2877.858643
	Iteration 99Q: 3 clusters Score -432423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -432429.406250 Penalty: 2877.858643
	Iteration 100F: 3 clusters Score -432429.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -432444.906250 Penalty: 2877.858643
	Iteration 101Q: 3 clusters Score -432444.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -432462.156250 Penalty: 2877.858643
	Iteration 102Q: 3 clusters Score -432462.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -432482.812500 Penalty: 2877.858643
	Iteration 103Q: 3 clusters Score -432482.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -432502.031250 Penalty: 2877.858643
	Iteration 104Q: 3 clusters Score -432502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -432528.750000 Penalty: 2877.858643
	Iteration 105Q: 3 clusters Score -432528.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -432555.937500 Penalty: 2877.858643
	Iteration 106Q: 3 clusters Score -432555.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -432582.281250 Penalty: 2877.858643
	Iteration 107Q: 3 clusters Score -432582.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -432600.906250 Penalty: 2877.858643
	Iteration 108Q: 3 clusters Score -432600.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -432618.531250 Penalty: 2877.858643
	Iteration 109Q: 3 clusters Score -432618.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -432628.406250 Penalty: 2877.858643
	Iteration 110Q: 3 clusters Score -432628.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -432637.437500 Penalty: 2877.858643
	Iteration 111Q: 3 clusters Score -432637.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -432646.093750 Penalty: 2877.858643
	Iteration 112Q: 3 clusters Score -432646.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -432652.281250 Penalty: 2877.858643
	Iteration 113Q: 3 clusters Score -432652.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -432655.312500 Penalty: 2877.858643
	Iteration 114Q: 3 clusters Score -432655.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -432658.812500 Penalty: 2877.858643
	Iteration 115Q: 3 clusters Score -432658.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -432662.000000 Penalty: 2877.858643
	Iteration 116Q: 3 clusters Score -432662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -432662.687500 Penalty: 2877.858643
	Iteration 117Q: 3 clusters Score -432662.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -432662.687500 Penalty: 2877.858643
	Iteration 118F: 3 clusters Score -432662.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Entering Unmasked Estep 
Score: -1041571.250000 Penalty: 1584.439209
	Iteration 0F: 2 clusters Score -1041571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1029846.437500 Penalty: 3168.878418
	Iteration 0F: 3 clusters Score -1029846 nChanged 7684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1034043.750000 Penalty: 3168.878418
	Iteration 1F: 3 clusters Score -1034044 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1034574.187500 Penalty: 3168.878418
	Iteration 2F: 3 clusters Score -1034574 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1035206.437500 Penalty: 3168.878418
	Iteration 3F: 3 clusters Score -1035206 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1035984.562500 Penalty: 3168.878418
	Iteration 4F: 3 clusters Score -1035985 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1036770.687500 Penalty: 3168.878418
	Iteration 5F: 3 clusters Score -1036771 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1037437.000000 Penalty: 3168.878418
	Iteration 6F: 3 clusters Score -1037437 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1038008.812500 Penalty: 3168.878418
	Iteration 7F: 3 clusters Score -1038009 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1038480.062500 Penalty: 3168.878418
	Iteration 8Q: 3 clusters Score -1038480 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1038914.500000 Penalty: 3168.878418
	Iteration 9Q: 3 clusters Score -1038914 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1039284.500000 Penalty: 3168.878418
	Iteration 10Q: 3 clusters Score -1039284 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1039605.875000 Penalty: 3168.878418
	Iteration 11Q: 3 clusters Score -1039606 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1039873.437500 Penalty: 3168.878418
	Iteration 12Q: 3 clusters Score -1039873 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1040063.812500 Penalty: 3168.878418
	Iteration 13Q: 3 clusters Score -1040064 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1040237.687500 Penalty: 3168.878418
	Iteration 14Q: 3 clusters Score -1040238 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1040467.437500 Penalty: 3168.878418
	Iteration 15Q: 3 clusters Score -1040467 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1040690.000000 Penalty: 3168.878418
	Iteration 16Q: 3 clusters Score -1040690 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1040878.937500 Penalty: 3168.878418
	Iteration 17Q: 3 clusters Score -1040879 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1041015.687500 Penalty: 3168.878418
	Iteration 18Q: 3 clusters Score -1041016 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1041077.250000 Penalty: 3168.878418
	Iteration 19Q: 3 clusters Score -1041077 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1041108.750000 Penalty: 3168.878418
	Iteration 20F: 3 clusters Score -1041109 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1041126.000000 Penalty: 3168.878418
	Iteration 21Q: 3 clusters Score -1041126 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1041131.375000 Penalty: 3168.878418
	Iteration 22Q: 3 clusters Score -1041131 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1041137.187500 Penalty: 3168.878418
	Iteration 23Q: 3 clusters Score -1041137 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1041138.375000 Penalty: 3168.878418
	Iteration 24Q: 3 clusters Score -1041138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1041139.625000 Penalty: 3168.878418
	Iteration 25Q: 3 clusters Score -1041140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1041139.750000 Penalty: 3168.878418
	Iteration 26Q: 3 clusters Score -1041140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1041138.875000 Penalty: 3168.878418
	Iteration 27Q: 3 clusters Score -1041139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1041139.187500 Penalty: 3168.878418
	Iteration 28Q: 3 clusters Score -1041139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1041141.000000 Penalty: 3168.878418
	Iteration 29Q: 3 clusters Score -1041141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1041143.187500 Penalty: 3168.878418
	Iteration 30Q: 3 clusters Score -1041143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1041146.312500 Penalty: 3168.878418
	Iteration 31Q: 3 clusters Score -1041146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1041142.750000 Penalty: 3168.878418
	Iteration 32Q: 3 clusters Score -1041143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1041145.937500 Penalty: 3168.878418
	Iteration 33Q: 3 clusters Score -1041146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1041143.000000 Penalty: 3168.878418
	Iteration 34Q: 3 clusters Score -1041143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1041144.500000 Penalty: 3168.878418
	Iteration 35Q: 3 clusters Score -1041144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1041146.750000 Penalty: 3168.878418
	Iteration 36Q: 3 clusters Score -1041147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1041146.250000 Penalty: 3168.878418
	Iteration 37Q: 3 clusters Score -1041146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1041146.250000 Penalty: 3168.878418
	Iteration 38F: 3 clusters Score -1041146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (482690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482690 members 
Entering Unmasked Estep 
Score: -30570912.000000 Penalty: 2126.658447
	Iteration 0F: 2 clusters Score -3.057091e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241594 members 
Mstep: Class 2 contains 241096 members 
Entering Unmasked Estep 
Score: -30246022.000000 Penalty: 4253.316895
	Iteration 0F: 3 clusters Score -3.024602e+07 nChanged 236254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244202 members 
Mstep: Class 2 contains 238488 members 
Entering Unmasked Estep 
Score: -30386420.000000 Penalty: 4253.316895
	Iteration 1F: 3 clusters Score -3.038642e+07 nChanged 11128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245598 members 
Mstep: Class 2 contains 237092 members 
Entering Unmasked Estep 
Score: -30388518.000000 Penalty: 4253.316895
	Iteration 2Q: 3 clusters Score -3.038852e+07 nChanged 12152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247816 members 
Mstep: Class 2 contains 234874 members 
Entering Unmasked Estep 
Score: -30391416.000000 Penalty: 4253.316895
	Iteration 3Q: 3 clusters Score -3.039142e+07 nChanged 14190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251384 members 
Mstep: Class 2 contains 231306 members 
Entering Unmasked Estep 
Score: -30395230.000000 Penalty: 4253.316895
	Iteration 4Q: 3 clusters Score -3.039523e+07 nChanged 17304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257222 members 
Mstep: Class 2 contains 225468 members 
Entering Unmasked Estep 
Score: -30401666.000000 Penalty: 4253.316895
	Iteration 5Q: 3 clusters Score -3.040167e+07 nChanged 21293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266599 members 
Mstep: Class 2 contains 216091 members 
Entering Unmasked Estep 
Score: -30411112.000000 Penalty: 4253.316895
	Iteration 6Q: 3 clusters Score -3.041111e+07 nChanged 26396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280513 members 
Mstep: Class 2 contains 202177 members 
Entering Unmasked Estep 
Score: -30427144.000000 Penalty: 4253.316895
	Iteration 7F: 3 clusters Score -3.042714e+07 nChanged 31328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298893 members 
Mstep: Class 2 contains 183797 members 
Entering Unmasked Estep 
Score: -30450834.000000 Penalty: 4253.316895
	Iteration 8F: 3 clusters Score -3.045083e+07 nChanged 33548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318549 members 
Mstep: Class 2 contains 164141 members 
Entering Unmasked Estep 
Score: -30478670.000000 Penalty: 4253.316895
	Iteration 9F: 3 clusters Score -3.047867e+07 nChanged 30695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334042 members 
Mstep: Class 2 contains 148648 members 
Entering Unmasked Estep 
Score: -30502186.000000 Penalty: 4253.316895
	Iteration 10F: 3 clusters Score -3.050219e+07 nChanged 24018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343432 members 
Mstep: Class 2 contains 139258 members 
Entering Unmasked Estep 
Score: -30516192.000000 Penalty: 4253.316895
	Iteration 11Q: 3 clusters Score -3.051619e+07 nChanged 16905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348905 members 
Mstep: Class 2 contains 133785 members 
Entering Unmasked Estep 
Score: -30523510.000000 Penalty: 4253.316895
	Iteration 12Q: 3 clusters Score -3.052351e+07 nChanged 11512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352537 members 
Mstep: Class 2 contains 130153 members 
Entering Unmasked Estep 
Score: -30526942.000000 Penalty: 4253.316895
	Iteration 13Q: 3 clusters Score -3.052694e+07 nChanged 8157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355070 members 
Mstep: Class 2 contains 127620 members 
Entering Unmasked Estep 
Score: -30528984.000000 Penalty: 4253.316895
	Iteration 14Q: 3 clusters Score -3.052898e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357134 members 
Mstep: Class 2 contains 125556 members 
Entering Unmasked Estep 
Score: -30530140.000000 Penalty: 4253.316895
	Iteration 15Q: 3 clusters Score -3.053014e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358906 members 
Mstep: Class 2 contains 123784 members 
Entering Unmasked Estep 
Score: -30531036.000000 Penalty: 4253.316895
	Iteration 16Q: 3 clusters Score -3.053104e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360577 members 
Mstep: Class 2 contains 122113 members 
Entering Unmasked Estep 
Score: -30531690.000000 Penalty: 4253.316895
	Iteration 17Q: 3 clusters Score -3.053169e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362228 members 
Mstep: Class 2 contains 120462 members 
Entering Unmasked Estep 
Score: -30532182.000000 Penalty: 4253.316895
	Iteration 18Q: 3 clusters Score -3.053218e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363860 members 
Mstep: Class 2 contains 118830 members 
Entering Unmasked Estep 
Score: -30532426.000000 Penalty: 4253.316895
	Iteration 19Q: 3 clusters Score -3.053243e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365539 members 
Mstep: Class 2 contains 117151 members 
Entering Unmasked Estep 
Score: -30532770.000000 Penalty: 4253.316895
	Iteration 20F: 3 clusters Score -3.053277e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367265 members 
Mstep: Class 2 contains 115425 members 
Entering Unmasked Estep 
Score: -30533056.000000 Penalty: 4253.316895
	Iteration 21Q: 3 clusters Score -3.053306e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369101 members 
Mstep: Class 2 contains 113589 members 
Entering Unmasked Estep 
Score: -30533088.000000 Penalty: 4253.316895
	Iteration 22Q: 3 clusters Score -3.053309e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371026 members 
Mstep: Class 2 contains 111664 members 
Entering Unmasked Estep 
Score: -30533388.000000 Penalty: 4253.316895
	Iteration 23Q: 3 clusters Score -3.053339e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373031 members 
Mstep: Class 2 contains 109659 members 
Entering Unmasked Estep 
Score: -30533780.000000 Penalty: 4253.316895
	Iteration 24Q: 3 clusters Score -3.053378e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375127 members 
Mstep: Class 2 contains 107563 members 
Entering Unmasked Estep 
Score: -30534044.000000 Penalty: 4253.316895
	Iteration 25Q: 3 clusters Score -3.053404e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377438 members 
Mstep: Class 2 contains 105252 members 
Entering Unmasked Estep 
Score: -30534484.000000 Penalty: 4253.316895
	Iteration 26Q: 3 clusters Score -3.053448e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379992 members 
Mstep: Class 2 contains 102698 members 
Entering Unmasked Estep 
Score: -30535166.000000 Penalty: 4253.316895
	Iteration 27Q: 3 clusters Score -3.053517e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382676 members 
Mstep: Class 2 contains 100014 members 
Entering Unmasked Estep 
Score: -30535782.000000 Penalty: 4253.316895
	Iteration 28Q: 3 clusters Score -3.053578e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385623 members 
Mstep: Class 2 contains 97067 members 
Entering Unmasked Estep 
Score: -30536508.000000 Penalty: 4253.316895
	Iteration 29Q: 3 clusters Score -3.053651e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388783 members 
Mstep: Class 2 contains 93907 members 
Entering Unmasked Estep 
Score: -30537180.000000 Penalty: 4253.316895
	Iteration 30Q: 3 clusters Score -3.053718e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392271 members 
Mstep: Class 2 contains 90419 members 
Entering Unmasked Estep 
Score: -30538020.000000 Penalty: 4253.316895
	Iteration 31Q: 3 clusters Score -3.053802e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396103 members 
Mstep: Class 2 contains 86587 members 
Entering Unmasked Estep 
Score: -30539216.000000 Penalty: 4253.316895
	Iteration 32Q: 3 clusters Score -3.053922e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400292 members 
Mstep: Class 2 contains 82398 members 
Entering Unmasked Estep 
Score: -30540958.000000 Penalty: 4253.316895
	Iteration 33Q: 3 clusters Score -3.054096e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404656 members 
Mstep: Class 2 contains 78034 members 
Entering Unmasked Estep 
Score: -30543382.000000 Penalty: 4253.316895
	Iteration 34Q: 3 clusters Score -3.054338e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409214 members 
Mstep: Class 2 contains 73476 members 
Entering Unmasked Estep 
Score: -30546218.000000 Penalty: 4253.316895
	Iteration 35Q: 3 clusters Score -3.054622e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413698 members 
Mstep: Class 2 contains 68992 members 
Entering Unmasked Estep 
Score: -30549500.000000 Penalty: 4253.316895
	Iteration 36Q: 3 clusters Score -3.05495e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417916 members 
Mstep: Class 2 contains 64774 members 
Entering Unmasked Estep 
Score: -30552398.000000 Penalty: 4253.316895
	Iteration 37Q: 3 clusters Score -3.05524e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421653 members 
Mstep: Class 2 contains 61037 members 
Entering Unmasked Estep 
Score: -30554572.000000 Penalty: 4253.316895
	Iteration 38Q: 3 clusters Score -3.055457e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424943 members 
Mstep: Class 2 contains 57747 members 
Entering Unmasked Estep 
Score: -30556100.000000 Penalty: 4253.316895
	Iteration 39Q: 3 clusters Score -3.05561e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427904 members 
Mstep: Class 2 contains 54786 members 
Entering Unmasked Estep 
Score: -30557066.000000 Penalty: 4253.316895
	Iteration 40F: 3 clusters Score -3.055707e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430700 members 
Mstep: Class 2 contains 51990 members 
Entering Unmasked Estep 
Score: -30557948.000000 Penalty: 4253.316895
	Iteration 41Q: 3 clusters Score -3.055795e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433427 members 
Mstep: Class 2 contains 49263 members 
Entering Unmasked Estep 
Score: -30558530.000000 Penalty: 4253.316895
	Iteration 42Q: 3 clusters Score -3.055853e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436066 members 
Mstep: Class 2 contains 46624 members 
Entering Unmasked Estep 
Score: -30559034.000000 Penalty: 4253.316895
	Iteration 43Q: 3 clusters Score -3.055903e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438601 members 
Mstep: Class 2 contains 44089 members 
Entering Unmasked Estep 
Score: -30559580.000000 Penalty: 4253.316895
	Iteration 44Q: 3 clusters Score -3.055958e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441133 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -30560246.000000 Penalty: 4253.316895
	Iteration 45Q: 3 clusters Score -3.056025e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443585 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -30560832.000000 Penalty: 4253.316895
	Iteration 46Q: 3 clusters Score -3.056083e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445992 members 
Mstep: Class 2 contains 36698 members 
Entering Unmasked Estep 
Score: -30561508.000000 Penalty: 4253.316895
	Iteration 47Q: 3 clusters Score -3.056151e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448422 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -30562024.000000 Penalty: 4253.316895
	Iteration 48Q: 3 clusters Score -3.056202e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450748 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -30562690.000000 Penalty: 4253.316895
	Iteration 49Q: 3 clusters Score -3.056269e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453069 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -30563382.000000 Penalty: 4253.316895
	Iteration 50Q: 3 clusters Score -3.056338e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455370 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -30564080.000000 Penalty: 4253.316895
	Iteration 51Q: 3 clusters Score -3.056408e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457530 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -30564626.000000 Penalty: 4253.316895
	Iteration 52Q: 3 clusters Score -3.056463e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459595 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -30565374.000000 Penalty: 4253.316895
	Iteration 53Q: 3 clusters Score -3.056537e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461516 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -30565664.000000 Penalty: 4253.316895
	Iteration 54Q: 3 clusters Score -3.056566e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463224 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -30566152.000000 Penalty: 4253.316895
	Iteration 55Q: 3 clusters Score -3.056615e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464855 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -30566706.000000 Penalty: 4253.316895
	Iteration 56Q: 3 clusters Score -3.056671e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466366 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -30567098.000000 Penalty: 4253.316895
	Iteration 57Q: 3 clusters Score -3.05671e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467789 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -30567518.000000 Penalty: 4253.316895
	Iteration 58Q: 3 clusters Score -3.056752e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469047 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -30567864.000000 Penalty: 4253.316895
	Iteration 59Q: 3 clusters Score -3.056786e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470160 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -30568210.000000 Penalty: 4253.316895
	Iteration 60F: 3 clusters Score -3.056821e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471157 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -30568318.000000 Penalty: 4253.316895
	Iteration 61Q: 3 clusters Score -3.056832e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472046 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -30568532.000000 Penalty: 4253.316895
	Iteration 62Q: 3 clusters Score -3.056853e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472835 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -30568782.000000 Penalty: 4253.316895
	Iteration 63Q: 3 clusters Score -3.056878e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473555 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -30569028.000000 Penalty: 4253.316895
	Iteration 64Q: 3 clusters Score -3.056903e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474187 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -30569122.000000 Penalty: 4253.316895
	Iteration 65Q: 3 clusters Score -3.056912e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474753 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -30569216.000000 Penalty: 4253.316895
	Iteration 66Q: 3 clusters Score -3.056922e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475252 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -30569336.000000 Penalty: 4253.316895
	Iteration 67Q: 3 clusters Score -3.056934e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475690 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3.05695e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476053 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3.056954e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476334 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3.05696e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476585 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3.05697e+07 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 476810 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3.05697e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476987 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -30569682.000000 Penalty: 4253.316895
	Iteration 73Q: 3 clusters Score -3.056968e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477164 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -30569748.000000 Penalty: 4253.316895
	Iteration 74Q: 3 clusters Score -3.056975e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477330 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -30569828.000000 Penalty: 4253.316895
	Iteration 75Q: 3 clusters Score -3.056983e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477464 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -30569796.000000 Penalty: 4253.316895
	Iteration 76Q: 3 clusters Score -3.05698e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477591 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3.056985e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477684 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3.05699e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477783 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -30569866.000000 Penalty: 4253.316895
	Iteration 79Q: 3 clusters Score -3.056987e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477871 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -30569882.000000 Penalty: 4253.316895
	Iteration 80F: 3 clusters Score -3.056988e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477964 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -30569914.000000 Penalty: 4253.316895
	Iteration 81Q: 3 clusters Score -3.056991e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478032 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -30569896.000000 Penalty: 4253.316895
	Iteration 82Q: 3 clusters Score -3.05699e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478082 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -30569890.000000 Penalty: 4253.316895
	Iteration 83Q: 3 clusters Score -3.056989e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478139 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -30569880.000000 Penalty: 4253.316895
	Iteration 84Q: 3 clusters Score -3.056988e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478196 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3.056988e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478238 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -30569886.000000 Penalty: 4253.316895
	Iteration 86Q: 3 clusters Score -3.056989e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478273 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -30569892.000000 Penalty: 4253.316895
	Iteration 87Q: 3 clusters Score -3.056989e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478315 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -30569912.000000 Penalty: 4253.316895
	Iteration 88Q: 3 clusters Score -3.056991e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478348 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3.056987e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478387 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3.056989e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478425 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3.056989e+07 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 478457 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3.05699e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478498 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -30569908.000000 Penalty: 4253.316895
	Iteration 93Q: 3 clusters Score -3.056991e+07 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 478544 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -30569906.000000 Penalty: 4253.316895
	Iteration 94Q: 3 clusters Score -3.056991e+07 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 478582 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -30569916.000000 Penalty: 4253.316895
	Iteration 95Q: 3 clusters Score -3.056992e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478620 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -30569942.000000 Penalty: 4253.316895
	Iteration 96Q: 3 clusters Score -3.056994e+07 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 478643 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3.056995e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478663 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3.056996e+07 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 478692 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3.057e+07 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 478719 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3.056998e+07 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 478752 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3.057002e+07 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 478786 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3.057003e+07 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 478820 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3.057003e+07 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 478845 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3.057003e+07 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 478875 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3.057003e+07 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 478907 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3.057001e+07 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 478937 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3.057005e+07 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 478954 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3.057004e+07 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 478983 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3.057004e+07 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 479013 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3.057006e+07 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 479031 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3.057011e+07 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 479045 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3.05701e+07 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 479043 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3.05701e+07 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3.057004e+07 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 479050 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3.057005e+07 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 479062 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3.057003e+07 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3.057007e+07 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 479091 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3.057012e+07 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 479098 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3.057016e+07 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 479113 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3.057019e+07 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 479136 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3.057022e+07 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 479162 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3.057028e+07 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 479182 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3.057035e+07 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 479194 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3.057038e+07 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 479208 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3.057043e+07 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 479221 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3.057042e+07 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 479244 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3.057043e+07 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 479263 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3.05705e+07 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 479277 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3.05705e+07 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 479286 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3.05705e+07 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 479295 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -30570518.000000 Penalty: 4253.316895
	Iteration 131Q: 3 clusters Score -3.057052e+07 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 479294 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3.057049e+07 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 479305 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -30570524.000000 Penalty: 4253.316895
	Iteration 133Q: 3 clusters Score -3.057052e+07 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 479307 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3.057054e+07 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 479306 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3.057055e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479314 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3.057054e+07 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 479308 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3.057056e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 479317 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3.05706e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 479317 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3.057059e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479322 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3.05706e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479327 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3.057061e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 479335 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3.05706e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 479340 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3.057063e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3.057062e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -30570622.000000 Penalty: 4253.316895
	Iteration 145Q: 3 clusters Score -3.057062e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 479351 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3.057061e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 479363 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3.05706e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479377 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3.05706e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479381 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -30570630.000000 Penalty: 4253.316895
	Iteration 149Q: 3 clusters Score -3.057063e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479380 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3.057064e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 479381 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3.057065e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479384 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3.057063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479386 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -30570636.000000 Penalty: 4253.316895
	Iteration 153Q: 3 clusters Score -3.057064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479387 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -30570648.000000 Penalty: 4253.316895
	Iteration 154Q: 3 clusters Score -3.057065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479388 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -30570656.000000 Penalty: 4253.316895
	Iteration 155Q: 3 clusters Score -3.057066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479388 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -30570646.000000 Penalty: 4253.316895
	Iteration 156Q: 3 clusters Score -3.057065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479390 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -30570646.000000 Penalty: 4253.316895
	Iteration 157Q: 3 clusters Score -3.057065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479392 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -30570648.000000 Penalty: 4253.316895
	Iteration 158Q: 3 clusters Score -3.057065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479392 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -30570652.000000 Penalty: 4253.316895
	Iteration 159Q: 3 clusters Score -3.057065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479393 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -30570660.000000 Penalty: 4253.316895
	Iteration 160F: 3 clusters Score -3.057066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479392 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -30570662.000000 Penalty: 4253.316895
	Iteration 161Q: 3 clusters Score -3.057066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479392 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -30570662.000000 Penalty: 4253.316895
	Iteration 162F: 3 clusters Score -3.057066e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (78283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78283 members 
Entering Unmasked Estep 
Score: -4911081.500000 Penalty: 1831.063843
	Iteration 0F: 2 clusters Score -4911082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -4858852.500000 Penalty: 3662.127686
	Iteration 0F: 3 clusters Score -4858852 nChanged 37272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -4880062.500000 Penalty: 3662.127686
	Iteration 1F: 3 clusters Score -4880062 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40245 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -4880580.500000 Penalty: 3662.127686
	Iteration 2Q: 3 clusters Score -4880580 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 37587 members 
Entering Unmasked Estep 
Score: -4881155.000000 Penalty: 3662.127686
	Iteration 3Q: 3 clusters Score -4881155 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
Score: -4881781.000000 Penalty: 3662.127686
	Iteration 4Q: 3 clusters Score -4881781 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42499 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -4882526.000000 Penalty: 3662.127686
	Iteration 5Q: 3 clusters Score -4882526 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44013 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -4883440.500000 Penalty: 3662.127686
	Iteration 6Q: 3 clusters Score -4883440 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46127 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -4884772.500000 Penalty: 3662.127686
	Iteration 7Q: 3 clusters Score -4884772 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49019 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -4886919.500000 Penalty: 3662.127686
	Iteration 8Q: 3 clusters Score -4886920 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52655 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -4889910.500000 Penalty: 3662.127686
	Iteration 9F: 3 clusters Score -4889910 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56620 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -4893619.500000 Penalty: 3662.127686
	Iteration 10F: 3 clusters Score -4893620 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60299 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -4897289.000000 Penalty: 3662.127686
	Iteration 11F: 3 clusters Score -4897289 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63421 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -4900370.500000 Penalty: 3662.127686
	Iteration 12Q: 3 clusters Score -4900370 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65742 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -4902405.500000 Penalty: 3662.127686
	Iteration 13Q: 3 clusters Score -4902406 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67555 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -4903717.500000 Penalty: 3662.127686
	Iteration 14Q: 3 clusters Score -4903718 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69083 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -4904603.000000 Penalty: 3662.127686
	Iteration 15Q: 3 clusters Score -4904603 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70449 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -4905377.000000 Penalty: 3662.127686
	Iteration 16Q: 3 clusters Score -4905377 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71699 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -4906142.500000 Penalty: 3662.127686
	Iteration 17Q: 3 clusters Score -4906142 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72837 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -4906717.000000 Penalty: 3662.127686
	Iteration 18Q: 3 clusters Score -4906717 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73792 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -4907218.000000 Penalty: 3662.127686
	Iteration 19Q: 3 clusters Score -4907218 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74690 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -4907742.500000 Penalty: 3662.127686
	Iteration 20F: 3 clusters Score -4907742 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75443 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -4908181.000000 Penalty: 3662.127686
	Iteration 21Q: 3 clusters Score -4908181 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76040 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -4908555.500000 Penalty: 3662.127686
	Iteration 22Q: 3 clusters Score -4908556 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76507 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -4908815.500000 Penalty: 3662.127686
	Iteration 23Q: 3 clusters Score -4908816 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76856 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4909036.000000 Penalty: 3662.127686
	Iteration 24Q: 3 clusters Score -4909036 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77109 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4909171.000000 Penalty: 3662.127686
	Iteration 25Q: 3 clusters Score -4909171 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77280 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4909269.500000 Penalty: 3662.127686
	Iteration 26Q: 3 clusters Score -4909270 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77403 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4909353.000000 Penalty: 3662.127686
	Iteration 27Q: 3 clusters Score -4909353 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77491 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4909394.500000 Penalty: 3662.127686
	Iteration 28Q: 3 clusters Score -4909394 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77545 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4909418.000000 Penalty: 3662.127686
	Iteration 29Q: 3 clusters Score -4909418 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77592 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4909436.000000 Penalty: 3662.127686
	Iteration 30Q: 3 clusters Score -4909436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77613 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4909448.500000 Penalty: 3662.127686
	Iteration 31Q: 3 clusters Score -4909448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77625 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4909467.500000 Penalty: 3662.127686
	Iteration 32Q: 3 clusters Score -4909468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77642 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4909478.500000 Penalty: 3662.127686
	Iteration 33Q: 3 clusters Score -4909478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77659 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4909494.000000 Penalty: 3662.127686
	Iteration 34Q: 3 clusters Score -4909494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77673 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4909503.500000 Penalty: 3662.127686
	Iteration 35Q: 3 clusters Score -4909504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77683 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4909502.000000 Penalty: 3662.127686
	Iteration 36Q: 3 clusters Score -4909502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77694 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4909510.000000 Penalty: 3662.127686
	Iteration 37Q: 3 clusters Score -4909510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77698 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4909510.500000 Penalty: 3662.127686
	Iteration 38Q: 3 clusters Score -4909510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77703 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4909504.000000 Penalty: 3662.127686
	Iteration 39Q: 3 clusters Score -4909504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77703 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4909504.000000 Penalty: 3662.127686
	Iteration 40F: 3 clusters Score -4909504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Entering Unmasked Estep 
Score: -175648.468750 Penalty: 1275.324829
	Iteration 0F: 2 clusters Score -175648.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -173165.562500 Penalty: 2550.649658
	Iteration 0F: 3 clusters Score -173165.6 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -173721.406250 Penalty: 2550.649658
	Iteration 1F: 3 clusters Score -173721.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -173845.015625 Penalty: 2550.649658
	Iteration 2F: 3 clusters Score -173845 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -173917.562500 Penalty: 2550.649658
	Iteration 3Q: 3 clusters Score -173917.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -173957.984375 Penalty: 2550.649658
	Iteration 4Q: 3 clusters Score -173958 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -173982.125000 Penalty: 2550.649658
	Iteration 5Q: 3 clusters Score -173982.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -173997.359375 Penalty: 2550.649658
	Iteration 6Q: 3 clusters Score -173997.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -174003.453125 Penalty: 2550.649658
	Iteration 7Q: 3 clusters Score -174003.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -174007.984375 Penalty: 2550.649658
	Iteration 8Q: 3 clusters Score -174008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -174013.468750 Penalty: 2550.649658
	Iteration 9Q: 3 clusters Score -174013.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -174019.500000 Penalty: 2550.649658
	Iteration 10Q: 3 clusters Score -174019.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -174025.515625 Penalty: 2550.649658
	Iteration 11Q: 3 clusters Score -174025.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -174031.859375 Penalty: 2550.649658
	Iteration 12Q: 3 clusters Score -174031.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -174036.203125 Penalty: 2550.649658
	Iteration 13Q: 3 clusters Score -174036.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -174039.718750 Penalty: 2550.649658
	Iteration 14Q: 3 clusters Score -174039.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -174046.984375 Penalty: 2550.649658
	Iteration 15Q: 3 clusters Score -174047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -174055.062500 Penalty: 2550.649658
	Iteration 16Q: 3 clusters Score -174055.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -174062.015625 Penalty: 2550.649658
	Iteration 17Q: 3 clusters Score -174062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -174068.375000 Penalty: 2550.649658
	Iteration 18Q: 3 clusters Score -174068.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -174070.765625 Penalty: 2550.649658
	Iteration 19Q: 3 clusters Score -174070.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -174073.406250 Penalty: 2550.649658
	Iteration 20F: 3 clusters Score -174073.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -174074.875000 Penalty: 2550.649658
	Iteration 21Q: 3 clusters Score -174074.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -174074.953125 Penalty: 2550.649658
	Iteration 22Q: 3 clusters Score -174075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -174075.296875 Penalty: 2550.649658
	Iteration 23Q: 3 clusters Score -174075.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -174075.671875 Penalty: 2550.649658
	Iteration 24Q: 3 clusters Score -174075.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -174076.250000 Penalty: 2550.649658
	Iteration 25Q: 3 clusters Score -174076.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -174076.734375 Penalty: 2550.649658
	Iteration 26Q: 3 clusters Score -174076.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -174076.734375 Penalty: 2550.649658
	Iteration 27F: 3 clusters Score -174076.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Entering Unmasked Estep 
Score: -120703.367188 Penalty: 1248.478271
	Iteration 0F: 2 clusters Score -120703.4 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 1102 members 
Entering Unmasked Estep 
Score: -118494.343750 Penalty: 2496.956543
	Iteration 0F: 3 clusters Score -118494.3 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -119019.492188 Penalty: 2496.956543
	Iteration 1F: 3 clusters Score -119019.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -119146.859375 Penalty: 2496.956543
	Iteration 2F: 3 clusters Score -119146.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -119215.718750 Penalty: 2496.956543
	Iteration 3F: 3 clusters Score -119215.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -119254.812500 Penalty: 2496.956543
	Iteration 4Q: 3 clusters Score -119254.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -119283.625000 Penalty: 2496.956543
	Iteration 5Q: 3 clusters Score -119283.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -119303.093750 Penalty: 2496.956543
	Iteration 6Q: 3 clusters Score -119303.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -119326.750000 Penalty: 2496.956543
	Iteration 7Q: 3 clusters Score -119326.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -119338.828125 Penalty: 2496.956543
	Iteration 8Q: 3 clusters Score -119338.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -119346.554688 Penalty: 2496.956543
	Iteration 9Q: 3 clusters Score -119346.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -119353.789062 Penalty: 2496.956543
	Iteration 10Q: 3 clusters Score -119353.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -119362.085938 Penalty: 2496.956543
	Iteration 11Q: 3 clusters Score -119362.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -119369.671875 Penalty: 2496.956543
	Iteration 12Q: 3 clusters Score -119369.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -119375.218750 Penalty: 2496.956543
	Iteration 13Q: 3 clusters Score -119375.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -119379.585938 Penalty: 2496.956543
	Iteration 14Q: 3 clusters Score -119379.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -119385.914062 Penalty: 2496.956543
	Iteration 15Q: 3 clusters Score -119385.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -119392.351562 Penalty: 2496.956543
	Iteration 16Q: 3 clusters Score -119392.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -119397.257812 Penalty: 2496.956543
	Iteration 17Q: 3 clusters Score -119397.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -119402.890625 Penalty: 2496.956543
	Iteration 18Q: 3 clusters Score -119402.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -119406.718750 Penalty: 2496.956543
	Iteration 19Q: 3 clusters Score -119406.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -119410.484375 Penalty: 2496.956543
	Iteration 20F: 3 clusters Score -119410.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -119415.218750 Penalty: 2496.956543
	Iteration 21Q: 3 clusters Score -119415.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -119417.156250 Penalty: 2496.956543
	Iteration 22Q: 3 clusters Score -119417.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -119419.500000 Penalty: 2496.956543
	Iteration 23Q: 3 clusters Score -119419.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -119421.210938 Penalty: 2496.956543
	Iteration 24Q: 3 clusters Score -119421.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -119423.406250 Penalty: 2496.956543
	Iteration 25Q: 3 clusters Score -119423.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -119425.468750 Penalty: 2496.956543
	Iteration 26Q: 3 clusters Score -119425.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -119426.500000 Penalty: 2496.956543
	Iteration 27Q: 3 clusters Score -119426.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -119426.960938 Penalty: 2496.956543
	Iteration 28Q: 3 clusters Score -119427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -119428.656250 Penalty: 2496.956543
	Iteration 29Q: 3 clusters Score -119428.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -119430.765625 Penalty: 2496.956543
	Iteration 30Q: 3 clusters Score -119430.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -119433.414062 Penalty: 2496.956543
	Iteration 31Q: 3 clusters Score -119433.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -119437.312500 Penalty: 2496.956543
	Iteration 32Q: 3 clusters Score -119437.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -119439.429688 Penalty: 2496.956543
	Iteration 33Q: 3 clusters Score -119439.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -119440.906250 Penalty: 2496.956543
	Iteration 34Q: 3 clusters Score -119440.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -119443.187500 Penalty: 2496.956543
	Iteration 35Q: 3 clusters Score -119443.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -119444.804688 Penalty: 2496.956543
	Iteration 36Q: 3 clusters Score -119444.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -119445.734375 Penalty: 2496.956543
	Iteration 37Q: 3 clusters Score -119445.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -119446.125000 Penalty: 2496.956543
	Iteration 38Q: 3 clusters Score -119446.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -119446.695312 Penalty: 2496.956543
	Iteration 39Q: 3 clusters Score -119446.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -119448.804688 Penalty: 2496.956543
	Iteration 40F: 3 clusters Score -119448.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -119449.789062 Penalty: 2496.956543
	Iteration 41Q: 3 clusters Score -119449.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -119450.921875 Penalty: 2496.956543
	Iteration 42Q: 3 clusters Score -119450.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -119451.578125 Penalty: 2496.956543
	Iteration 43Q: 3 clusters Score -119451.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -119452.828125 Penalty: 2496.956543
	Iteration 44Q: 3 clusters Score -119452.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -119453.882812 Penalty: 2496.956543
	Iteration 45Q: 3 clusters Score -119453.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -119454.429688 Penalty: 2496.956543
	Iteration 46Q: 3 clusters Score -119454.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -119457.367188 Penalty: 2496.956543
	Iteration 47Q: 3 clusters Score -119457.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -119459.140625 Penalty: 2496.956543
	Iteration 48Q: 3 clusters Score -119459.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -119462.585938 Penalty: 2496.956543
	Iteration 49Q: 3 clusters Score -119462.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -119464.281250 Penalty: 2496.956543
	Iteration 50Q: 3 clusters Score -119464.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -119467.125000 Penalty: 2496.956543
	Iteration 51Q: 3 clusters Score -119467.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -119468.820312 Penalty: 2496.956543
	Iteration 52Q: 3 clusters Score -119468.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -119470.875000 Penalty: 2496.956543
	Iteration 53Q: 3 clusters Score -119470.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -119474.812500 Penalty: 2496.956543
	Iteration 54Q: 3 clusters Score -119474.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -119477.203125 Penalty: 2496.956543
	Iteration 55Q: 3 clusters Score -119477.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -119479.906250 Penalty: 2496.956543
	Iteration 56Q: 3 clusters Score -119479.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -119483.648438 Penalty: 2496.956543
	Iteration 57Q: 3 clusters Score -119483.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -119485.843750 Penalty: 2496.956543
	Iteration 58Q: 3 clusters Score -119485.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -119488.484375 Penalty: 2496.956543
	Iteration 59Q: 3 clusters Score -119488.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -119489.148438 Penalty: 2496.956543
	Iteration 60F: 3 clusters Score -119489.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -119490.460938 Penalty: 2496.956543
	Iteration 61Q: 3 clusters Score -119490.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -119493.929688 Penalty: 2496.956543
	Iteration 62Q: 3 clusters Score -119493.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -119496.125000 Penalty: 2496.956543
	Iteration 63Q: 3 clusters Score -119496.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -119496.867188 Penalty: 2496.956543
	Iteration 64Q: 3 clusters Score -119496.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -119498.179688 Penalty: 2496.956543
	Iteration 65Q: 3 clusters Score -119498.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -119498.445312 Penalty: 2496.956543
	Iteration 66Q: 3 clusters Score -119498.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -119499.304688 Penalty: 2496.956543
	Iteration 67Q: 3 clusters Score -119499.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -119499.304688 Penalty: 2496.956543
	Iteration 68F: 3 clusters Score -119499.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Entering Unmasked Estep 
Score: -1464465.750000 Penalty: 1629.729736
	Iteration 0F: 2 clusters Score -1464466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1449062.875000 Penalty: 3259.459473
	Iteration 0F: 3 clusters Score -1449063 nChanged 10393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1454927.875000 Penalty: 3259.459473
	Iteration 1F: 3 clusters Score -1454928 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1455576.250000 Penalty: 3259.459473
	Iteration 2F: 3 clusters Score -1455576 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1456449.875000 Penalty: 3259.459473
	Iteration 3F: 3 clusters Score -1456450 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1457582.000000 Penalty: 3259.459473
	Iteration 4F: 3 clusters Score -1457582 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1458846.000000 Penalty: 3259.459473
	Iteration 5F: 3 clusters Score -1458846 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1460058.625000 Penalty: 3259.459473
	Iteration 6F: 3 clusters Score -1460059 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1460978.500000 Penalty: 3259.459473
	Iteration 7F: 3 clusters Score -1460978 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1461582.250000 Penalty: 3259.459473
	Iteration 8Q: 3 clusters Score -1461582 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1461888.375000 Penalty: 3259.459473
	Iteration 9Q: 3 clusters Score -1461888 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1462070.625000 Penalty: 3259.459473
	Iteration 10Q: 3 clusters Score -1462071 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1462169.125000 Penalty: 3259.459473
	Iteration 11Q: 3 clusters Score -1462169 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1462272.875000 Penalty: 3259.459473
	Iteration 12Q: 3 clusters Score -1462273 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1462371.500000 Penalty: 3259.459473
	Iteration 13Q: 3 clusters Score -1462372 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1462447.500000 Penalty: 3259.459473
	Iteration 14Q: 3 clusters Score -1462448 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1462508.625000 Penalty: 3259.459473
	Iteration 15Q: 3 clusters Score -1462509 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1462589.500000 Penalty: 3259.459473
	Iteration 16Q: 3 clusters Score -1462590 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1462659.500000 Penalty: 3259.459473
	Iteration 17Q: 3 clusters Score -1462660 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1462722.500000 Penalty: 3259.459473
	Iteration 18Q: 3 clusters Score -1462722 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1462797.000000 Penalty: 3259.459473
	Iteration 19Q: 3 clusters Score -1462797 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1462870.750000 Penalty: 3259.459473
	Iteration 20F: 3 clusters Score -1462871 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1462948.875000 Penalty: 3259.459473
	Iteration 21Q: 3 clusters Score -1462949 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1463039.375000 Penalty: 3259.459473
	Iteration 22Q: 3 clusters Score -1463039 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1463099.375000 Penalty: 3259.459473
	Iteration 23Q: 3 clusters Score -1463099 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1463167.500000 Penalty: 3259.459473
	Iteration 24Q: 3 clusters Score -1463168 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1463234.250000 Penalty: 3259.459473
	Iteration 25Q: 3 clusters Score -1463234 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1463288.250000 Penalty: 3259.459473
	Iteration 26Q: 3 clusters Score -1463288 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1463335.000000 Penalty: 3259.459473
	Iteration 27Q: 3 clusters Score -1463335 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1463379.875000 Penalty: 3259.459473
	Iteration 28Q: 3 clusters Score -1463380 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1463413.625000 Penalty: 3259.459473
	Iteration 29Q: 3 clusters Score -1463414 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1463435.500000 Penalty: 3259.459473
	Iteration 30Q: 3 clusters Score -1463436 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1463443.250000 Penalty: 3259.459473
	Iteration 31Q: 3 clusters Score -1463443 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1463460.625000 Penalty: 3259.459473
	Iteration 32Q: 3 clusters Score -1463461 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1463476.375000 Penalty: 3259.459473
	Iteration 33Q: 3 clusters Score -1463476 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1463493.875000 Penalty: 3259.459473
	Iteration 34Q: 3 clusters Score -1463494 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1463507.625000 Penalty: 3259.459473
	Iteration 35Q: 3 clusters Score -1463508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1463509.750000 Penalty: 3259.459473
	Iteration 36Q: 3 clusters Score -1463510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1463512.000000 Penalty: 3259.459473
	Iteration 37Q: 3 clusters Score -1463512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1463514.375000 Penalty: 3259.459473
	Iteration 38Q: 3 clusters Score -1463514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1463517.750000 Penalty: 3259.459473
	Iteration 39Q: 3 clusters Score -1463518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1463512.625000 Penalty: 3259.459473
	Iteration 40F: 3 clusters Score -1463513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1463515.750000 Penalty: 3259.459473
	Iteration 41Q: 3 clusters Score -1463516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1463521.000000 Penalty: 3259.459473
	Iteration 42Q: 3 clusters Score -1463521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1463527.875000 Penalty: 3259.459473
	Iteration 43Q: 3 clusters Score -1463528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1463526.750000 Penalty: 3259.459473
	Iteration 44Q: 3 clusters Score -1463527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1463528.625000 Penalty: 3259.459473
	Iteration 45Q: 3 clusters Score -1463529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1463528.750000 Penalty: 3259.459473
	Iteration 46Q: 3 clusters Score -1463529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1463528.750000 Penalty: 3259.459473
	Iteration 47Q: 3 clusters Score -1463529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1463531.250000 Penalty: 3259.459473
	Iteration 48Q: 3 clusters Score -1463531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1463531.875000 Penalty: 3259.459473
	Iteration 49Q: 3 clusters Score -1463532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1463531.375000 Penalty: 3259.459473
	Iteration 50Q: 3 clusters Score -1463531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1463533.000000 Penalty: 3259.459473
	Iteration 51Q: 3 clusters Score -1463533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1463533.875000 Penalty: 3259.459473
	Iteration 52Q: 3 clusters Score -1463534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1463533.125000 Penalty: 3259.459473
	Iteration 53Q: 3 clusters Score -1463533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1463532.375000 Penalty: 3259.459473
	Iteration 54Q: 3 clusters Score -1463532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1463531.625000 Penalty: 3259.459473
	Iteration 55Q: 3 clusters Score -1463532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1463534.000000 Penalty: 3259.459473
	Iteration 56Q: 3 clusters Score -1463534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1463534.500000 Penalty: 3259.459473
	Iteration 57Q: 3 clusters Score -1463534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1463535.500000 Penalty: 3259.459473
	Iteration 58Q: 3 clusters Score -1463536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1463535.750000 Penalty: 3259.459473
	Iteration 59Q: 3 clusters Score -1463536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1463538.000000 Penalty: 3259.459473
	Iteration 60F: 3 clusters Score -1463538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1463540.125000 Penalty: 3259.459473
	Iteration 61Q: 3 clusters Score -1463540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1463541.875000 Penalty: 3259.459473
	Iteration 62Q: 3 clusters Score -1463542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1463544.750000 Penalty: 3259.459473
	Iteration 63Q: 3 clusters Score -1463545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1463548.625000 Penalty: 3259.459473
	Iteration 64Q: 3 clusters Score -1463549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1463549.125000 Penalty: 3259.459473
	Iteration 65Q: 3 clusters Score -1463549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1463551.375000 Penalty: 3259.459473
	Iteration 66Q: 3 clusters Score -1463551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1463555.250000 Penalty: 3259.459473
	Iteration 67Q: 3 clusters Score -1463555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1463555.250000 Penalty: 3259.459473
	Iteration 68Q: 3 clusters Score -1463555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1463557.500000 Penalty: 3259.459473
	Iteration 69Q: 3 clusters Score -1463558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1463556.875000 Penalty: 3259.459473
	Iteration 70Q: 3 clusters Score -1463557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1463554.375000 Penalty: 3259.459473
	Iteration 71Q: 3 clusters Score -1463554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1463557.375000 Penalty: 3259.459473
	Iteration 72Q: 3 clusters Score -1463557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1463557.875000 Penalty: 3259.459473
	Iteration 73Q: 3 clusters Score -1463558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1463561.500000 Penalty: 3259.459473
	Iteration 74Q: 3 clusters Score -1463562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1463563.000000 Penalty: 3259.459473
	Iteration 75Q: 3 clusters Score -1463563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1463563.250000 Penalty: 3259.459473
	Iteration 76Q: 3 clusters Score -1463563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1463561.125000 Penalty: 3259.459473
	Iteration 77Q: 3 clusters Score -1463561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1463561.250000 Penalty: 3259.459473
	Iteration 78Q: 3 clusters Score -1463561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1463561.250000 Penalty: 3259.459473
	Iteration 79F: 3 clusters Score -1463561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Entering Unmasked Estep 
Score: -377492.156250 Penalty: 1406.018677
	Iteration 0F: 2 clusters Score -377492.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -373051.937500 Penalty: 2812.037354
	Iteration 0F: 3 clusters Score -373051.9 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -374336.875000 Penalty: 2812.037354
	Iteration 1F: 3 clusters Score -374336.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -374483.000000 Penalty: 2812.037354
	Iteration 2F: 3 clusters Score -374483 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -374589.500000 Penalty: 2812.037354
	Iteration 3Q: 3 clusters Score -374589.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -374662.187500 Penalty: 2812.037354
	Iteration 4Q: 3 clusters Score -374662.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -374710.937500 Penalty: 2812.037354
	Iteration 5Q: 3 clusters Score -374710.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -374753.343750 Penalty: 2812.037354
	Iteration 6Q: 3 clusters Score -374753.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -374791.281250 Penalty: 2812.037354
	Iteration 7Q: 3 clusters Score -374791.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -374825.437500 Penalty: 2812.037354
	Iteration 8Q: 3 clusters Score -374825.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -374857.062500 Penalty: 2812.037354
	Iteration 9Q: 3 clusters Score -374857.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -374892.375000 Penalty: 2812.037354
	Iteration 10Q: 3 clusters Score -374892.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -374926.250000 Penalty: 2812.037354
	Iteration 11Q: 3 clusters Score -374926.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -374960.906250 Penalty: 2812.037354
	Iteration 12Q: 3 clusters Score -374960.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -374999.625000 Penalty: 2812.037354
	Iteration 13Q: 3 clusters Score -374999.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -375038.125000 Penalty: 2812.037354
	Iteration 14Q: 3 clusters Score -375038.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -375081.750000 Penalty: 2812.037354
	Iteration 15Q: 3 clusters Score -375081.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -375121.218750 Penalty: 2812.037354
	Iteration 16Q: 3 clusters Score -375121.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -375165.562500 Penalty: 2812.037354
	Iteration 17Q: 3 clusters Score -375165.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -375226.062500 Penalty: 2812.037354
	Iteration 18Q: 3 clusters Score -375226.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -375290.656250 Penalty: 2812.037354
	Iteration 19Q: 3 clusters Score -375290.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -375380.375000 Penalty: 2812.037354
	Iteration 20F: 3 clusters Score -375380.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -375478.968750 Penalty: 2812.037354
	Iteration 21Q: 3 clusters Score -375479 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -375574.375000 Penalty: 2812.037354
	Iteration 22Q: 3 clusters Score -375574.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -375662.156250 Penalty: 2812.037354
	Iteration 23Q: 3 clusters Score -375662.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -375749.281250 Penalty: 2812.037354
	Iteration 24Q: 3 clusters Score -375749.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -375822.937500 Penalty: 2812.037354
	Iteration 25Q: 3 clusters Score -375822.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -375882.875000 Penalty: 2812.037354
	Iteration 26Q: 3 clusters Score -375882.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -375925.312500 Penalty: 2812.037354
	Iteration 27Q: 3 clusters Score -375925.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -375972.125000 Penalty: 2812.037354
	Iteration 28Q: 3 clusters Score -375972.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -376010.500000 Penalty: 2812.037354
	Iteration 29Q: 3 clusters Score -376010.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -376044.375000 Penalty: 2812.037354
	Iteration 30Q: 3 clusters Score -376044.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -376074.437500 Penalty: 2812.037354
	Iteration 31Q: 3 clusters Score -376074.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -376094.937500 Penalty: 2812.037354
	Iteration 32Q: 3 clusters Score -376094.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -376112.093750 Penalty: 2812.037354
	Iteration 33Q: 3 clusters Score -376112.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -376126.218750 Penalty: 2812.037354
	Iteration 34Q: 3 clusters Score -376126.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -376135.625000 Penalty: 2812.037354
	Iteration 35Q: 3 clusters Score -376135.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -376143.375000 Penalty: 2812.037354
	Iteration 36Q: 3 clusters Score -376143.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -376153.750000 Penalty: 2812.037354
	Iteration 37Q: 3 clusters Score -376153.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -376158.812500 Penalty: 2812.037354
	Iteration 38Q: 3 clusters Score -376158.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -376164.187500 Penalty: 2812.037354
	Iteration 39Q: 3 clusters Score -376164.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -376169.562500 Penalty: 2812.037354
	Iteration 40F: 3 clusters Score -376169.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -376173.968750 Penalty: 2812.037354
	Iteration 41Q: 3 clusters Score -376174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -376178.906250 Penalty: 2812.037354
	Iteration 42Q: 3 clusters Score -376178.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -376186.187500 Penalty: 2812.037354
	Iteration 43Q: 3 clusters Score -376186.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -376193.812500 Penalty: 2812.037354
	Iteration 44Q: 3 clusters Score -376193.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -376206.687500 Penalty: 2812.037354
	Iteration 45Q: 3 clusters Score -376206.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -376215.531250 Penalty: 2812.037354
	Iteration 46Q: 3 clusters Score -376215.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -376223.843750 Penalty: 2812.037354
	Iteration 47Q: 3 clusters Score -376223.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -376231.312500 Penalty: 2812.037354
	Iteration 48Q: 3 clusters Score -376231.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -376238.625000 Penalty: 2812.037354
	Iteration 49Q: 3 clusters Score -376238.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -376243.656250 Penalty: 2812.037354
	Iteration 50Q: 3 clusters Score -376243.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -376251.437500 Penalty: 2812.037354
	Iteration 51Q: 3 clusters Score -376251.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -376255.625000 Penalty: 2812.037354
	Iteration 52Q: 3 clusters Score -376255.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -376261.156250 Penalty: 2812.037354
	Iteration 53Q: 3 clusters Score -376261.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -376266.468750 Penalty: 2812.037354
	Iteration 54Q: 3 clusters Score -376266.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -376267.937500 Penalty: 2812.037354
	Iteration 55Q: 3 clusters Score -376267.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -376270.781250 Penalty: 2812.037354
	Iteration 56Q: 3 clusters Score -376270.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -376274.531250 Penalty: 2812.037354
	Iteration 57Q: 3 clusters Score -376274.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -376277.656250 Penalty: 2812.037354
	Iteration 58Q: 3 clusters Score -376277.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -376281.125000 Penalty: 2812.037354
	Iteration 59Q: 3 clusters Score -376281.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -376283.750000 Penalty: 2812.037354
	Iteration 60F: 3 clusters Score -376283.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -376289.156250 Penalty: 2812.037354
	Iteration 61Q: 3 clusters Score -376289.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -376294.718750 Penalty: 2812.037354
	Iteration 62Q: 3 clusters Score -376294.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -376297.625000 Penalty: 2812.037354
	Iteration 63Q: 3 clusters Score -376297.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -376301.937500 Penalty: 2812.037354
	Iteration 64Q: 3 clusters Score -376301.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -376303.781250 Penalty: 2812.037354
	Iteration 65Q: 3 clusters Score -376303.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -376304.437500 Penalty: 2812.037354
	Iteration 66Q: 3 clusters Score -376304.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -376307.031250 Penalty: 2812.037354
	Iteration 67Q: 3 clusters Score -376307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -376308.781250 Penalty: 2812.037354
	Iteration 68Q: 3 clusters Score -376308.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -376309.093750 Penalty: 2812.037354
	Iteration 69Q: 3 clusters Score -376309.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -376309.781250 Penalty: 2812.037354
	Iteration 70Q: 3 clusters Score -376309.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -376310.562500 Penalty: 2812.037354
	Iteration 71Q: 3 clusters Score -376310.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -376311.093750 Penalty: 2812.037354
	Iteration 72Q: 3 clusters Score -376311.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -376311.156250 Penalty: 2812.037354
	Iteration 73Q: 3 clusters Score -376311.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -376311.156250 Penalty: 2812.037354
	Iteration 74F: 3 clusters Score -376311.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Entering Unmasked Estep 
Score: -669909.812500 Penalty: 1508.689087
	Iteration 0F: 2 clusters Score -669909.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -662349.375000 Penalty: 3017.378174
	Iteration 0F: 3 clusters Score -662349.4 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -664745.000000 Penalty: 3017.378174
	Iteration 1F: 3 clusters Score -664745 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -664973.437500 Penalty: 3017.378174
	Iteration 2F: 3 clusters Score -664973.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -665168.812500 Penalty: 3017.378174
	Iteration 3Q: 3 clusters Score -665168.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -665336.562500 Penalty: 3017.378174
	Iteration 4Q: 3 clusters Score -665336.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -665505.250000 Penalty: 3017.378174
	Iteration 5Q: 3 clusters Score -665505.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -665696.187500 Penalty: 3017.378174
	Iteration 6Q: 3 clusters Score -665696.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -665914.562500 Penalty: 3017.378174
	Iteration 7Q: 3 clusters Score -665914.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -666189.500000 Penalty: 3017.378174
	Iteration 8Q: 3 clusters Score -666189.5 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -666488.625000 Penalty: 3017.378174
	Iteration 9Q: 3 clusters Score -666488.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -666820.500000 Penalty: 3017.378174
	Iteration 10Q: 3 clusters Score -666820.5 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -667117.875000 Penalty: 3017.378174
	Iteration 11Q: 3 clusters Score -667117.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -667366.125000 Penalty: 3017.378174
	Iteration 12Q: 3 clusters Score -667366.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -667557.375000 Penalty: 3017.378174
	Iteration 13Q: 3 clusters Score -667557.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -667689.250000 Penalty: 3017.378174
	Iteration 14Q: 3 clusters Score -667689.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -667777.750000 Penalty: 3017.378174
	Iteration 15Q: 3 clusters Score -667777.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -667836.937500 Penalty: 3017.378174
	Iteration 16Q: 3 clusters Score -667836.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -667874.500000 Penalty: 3017.378174
	Iteration 17Q: 3 clusters Score -667874.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -667906.875000 Penalty: 3017.378174
	Iteration 18Q: 3 clusters Score -667906.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -667929.375000 Penalty: 3017.378174
	Iteration 19Q: 3 clusters Score -667929.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -667947.562500 Penalty: 3017.378174
	Iteration 20F: 3 clusters Score -667947.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -667960.625000 Penalty: 3017.378174
	Iteration 21Q: 3 clusters Score -667960.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -667974.500000 Penalty: 3017.378174
	Iteration 22Q: 3 clusters Score -667974.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -667986.625000 Penalty: 3017.378174
	Iteration 23Q: 3 clusters Score -667986.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -667998.562500 Penalty: 3017.378174
	Iteration 24Q: 3 clusters Score -667998.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -668004.500000 Penalty: 3017.378174
	Iteration 25Q: 3 clusters Score -668004.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -668014.312500 Penalty: 3017.378174
	Iteration 26Q: 3 clusters Score -668014.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -668022.312500 Penalty: 3017.378174
	Iteration 27Q: 3 clusters Score -668022.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -668030.812500 Penalty: 3017.378174
	Iteration 28Q: 3 clusters Score -668030.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -668039.375000 Penalty: 3017.378174
	Iteration 29Q: 3 clusters Score -668039.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -668046.250000 Penalty: 3017.378174
	Iteration 30Q: 3 clusters Score -668046.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -668053.687500 Penalty: 3017.378174
	Iteration 31Q: 3 clusters Score -668053.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -668061.000000 Penalty: 3017.378174
	Iteration 32Q: 3 clusters Score -668061 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -668072.125000 Penalty: 3017.378174
	Iteration 33Q: 3 clusters Score -668072.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -668082.312500 Penalty: 3017.378174
	Iteration 34Q: 3 clusters Score -668082.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -668093.250000 Penalty: 3017.378174
	Iteration 35Q: 3 clusters Score -668093.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -668098.812500 Penalty: 3017.378174
	Iteration 36Q: 3 clusters Score -668098.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -668103.562500 Penalty: 3017.378174
	Iteration 37Q: 3 clusters Score -668103.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -668109.187500 Penalty: 3017.378174
	Iteration 38Q: 3 clusters Score -668109.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -668112.875000 Penalty: 3017.378174
	Iteration 39Q: 3 clusters Score -668112.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -668115.062500 Penalty: 3017.378174
	Iteration 40F: 3 clusters Score -668115.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -668120.562500 Penalty: 3017.378174
	Iteration 41Q: 3 clusters Score -668120.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -668123.312500 Penalty: 3017.378174
	Iteration 42Q: 3 clusters Score -668123.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -668124.750000 Penalty: 3017.378174
	Iteration 43Q: 3 clusters Score -668124.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -668127.125000 Penalty: 3017.378174
	Iteration 44Q: 3 clusters Score -668127.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -668128.687500 Penalty: 3017.378174
	Iteration 45Q: 3 clusters Score -668128.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -668128.750000 Penalty: 3017.378174
	Iteration 46Q: 3 clusters Score -668128.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -668132.437500 Penalty: 3017.378174
	Iteration 47Q: 3 clusters Score -668132.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -668133.375000 Penalty: 3017.378174
	Iteration 48Q: 3 clusters Score -668133.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -668138.312500 Penalty: 3017.378174
	Iteration 49Q: 3 clusters Score -668138.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -668138.187500 Penalty: 3017.378174
	Iteration 50Q: 3 clusters Score -668138.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -668142.625000 Penalty: 3017.378174
	Iteration 51Q: 3 clusters Score -668142.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -668143.562500 Penalty: 3017.378174
	Iteration 52Q: 3 clusters Score -668143.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -668145.812500 Penalty: 3017.378174
	Iteration 53Q: 3 clusters Score -668145.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -668149.562500 Penalty: 3017.378174
	Iteration 54Q: 3 clusters Score -668149.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -668151.375000 Penalty: 3017.378174
	Iteration 55Q: 3 clusters Score -668151.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -668151.500000 Penalty: 3017.378174
	Iteration 56Q: 3 clusters Score -668151.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -668152.562500 Penalty: 3017.378174
	Iteration 57Q: 3 clusters Score -668152.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -668154.375000 Penalty: 3017.378174
	Iteration 58Q: 3 clusters Score -668154.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -668154.625000 Penalty: 3017.378174
	Iteration 59Q: 3 clusters Score -668154.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -668155.937500 Penalty: 3017.378174
	Iteration 60F: 3 clusters Score -668155.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -668156.187500 Penalty: 3017.378174
	Iteration 61Q: 3 clusters Score -668156.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -668155.187500 Penalty: 3017.378174
	Iteration 62Q: 3 clusters Score -668155.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -668156.000000 Penalty: 3017.378174
	Iteration 63Q: 3 clusters Score -668156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -668155.812500 Penalty: 3017.378174
	Iteration 64Q: 3 clusters Score -668155.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -668157.812500 Penalty: 3017.378174
	Iteration 65Q: 3 clusters Score -668157.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -668158.562500 Penalty: 3017.378174
	Iteration 66Q: 3 clusters Score -668158.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -668158.875000 Penalty: 3017.378174
	Iteration 67Q: 3 clusters Score -668158.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -668160.437500 Penalty: 3017.378174
	Iteration 68Q: 3 clusters Score -668160.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -668159.062500 Penalty: 3017.378174
	Iteration 69Q: 3 clusters Score -668159.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -668163.312500 Penalty: 3017.378174
	Iteration 70Q: 3 clusters Score -668163.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -668165.250000 Penalty: 3017.378174
	Iteration 71Q: 3 clusters Score -668165.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -668170.875000 Penalty: 3017.378174
	Iteration 72Q: 3 clusters Score -668170.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -668174.812500 Penalty: 3017.378174
	Iteration 73Q: 3 clusters Score -668174.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -668177.937500 Penalty: 3017.378174
	Iteration 74Q: 3 clusters Score -668177.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -668181.187500 Penalty: 3017.378174
	Iteration 75Q: 3 clusters Score -668181.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -668184.312500 Penalty: 3017.378174
	Iteration 76Q: 3 clusters Score -668184.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -668188.000000 Penalty: 3017.378174
	Iteration 77Q: 3 clusters Score -668188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -668188.500000 Penalty: 3017.378174
	Iteration 78Q: 3 clusters Score -668188.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -668192.437500 Penalty: 3017.378174
	Iteration 79Q: 3 clusters Score -668192.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -668193.062500 Penalty: 3017.378174
	Iteration 80F: 3 clusters Score -668193.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -668198.062500 Penalty: 3017.378174
	Iteration 81Q: 3 clusters Score -668198.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -668199.750000 Penalty: 3017.378174
	Iteration 82Q: 3 clusters Score -668199.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -668203.000000 Penalty: 3017.378174
	Iteration 83Q: 3 clusters Score -668203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -668203.250000 Penalty: 3017.378174
	Iteration 84Q: 3 clusters Score -668203.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -668204.937500 Penalty: 3017.378174
	Iteration 85Q: 3 clusters Score -668204.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -668204.187500 Penalty: 3017.378174
	Iteration 86Q: 3 clusters Score -668204.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -668204.250000 Penalty: 3017.378174
	Iteration 87Q: 3 clusters Score -668204.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -668203.812500 Penalty: 3017.378174
	Iteration 88Q: 3 clusters Score -668203.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -668205.000000 Penalty: 3017.378174
	Iteration 89Q: 3 clusters Score -668205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -668206.375000 Penalty: 3017.378174
	Iteration 90Q: 3 clusters Score -668206.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -668206.125000 Penalty: 3017.378174
	Iteration 91Q: 3 clusters Score -668206.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -668206.125000 Penalty: 3017.378174
	Iteration 92Q: 3 clusters Score -668206.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -668206.125000 Penalty: 3017.378174
	Iteration 93F: 3 clusters Score -668206.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Entering Unmasked Estep 
Score: -247000.531250 Penalty: 1368.074219
	Iteration 0F: 2 clusters Score -247000.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -243357.343750 Penalty: 2736.148438
	Iteration 0F: 3 clusters Score -243357.3 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -244408.890625 Penalty: 2736.148438
	Iteration 1F: 3 clusters Score -244408.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -244617.296875 Penalty: 2736.148438
	Iteration 2F: 3 clusters Score -244617.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -244771.234375 Penalty: 2736.148438
	Iteration 3F: 3 clusters Score -244771.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -244886.062500 Penalty: 2736.148438
	Iteration 4Q: 3 clusters Score -244886.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -244978.109375 Penalty: 2736.148438
	Iteration 5Q: 3 clusters Score -244978.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -245076.234375 Penalty: 2736.148438
	Iteration 6Q: 3 clusters Score -245076.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -245184.531250 Penalty: 2736.148438
	Iteration 7Q: 3 clusters Score -245184.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -245277.015625 Penalty: 2736.148438
	Iteration 8Q: 3 clusters Score -245277 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -245362.718750 Penalty: 2736.148438
	Iteration 9Q: 3 clusters Score -245362.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -245448.968750 Penalty: 2736.148438
	Iteration 10Q: 3 clusters Score -245449 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -245520.515625 Penalty: 2736.148438
	Iteration 11Q: 3 clusters Score -245520.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -245589.171875 Penalty: 2736.148438
	Iteration 12Q: 3 clusters Score -245589.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -245669.734375 Penalty: 2736.148438
	Iteration 13Q: 3 clusters Score -245669.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -245739.703125 Penalty: 2736.148438
	Iteration 14Q: 3 clusters Score -245739.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -245809.687500 Penalty: 2736.148438
	Iteration 15Q: 3 clusters Score -245809.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -245868.546875 Penalty: 2736.148438
	Iteration 16Q: 3 clusters Score -245868.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -245914.875000 Penalty: 2736.148438
	Iteration 17Q: 3 clusters Score -245914.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -245973.093750 Penalty: 2736.148438
	Iteration 18Q: 3 clusters Score -245973.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -246023.906250 Penalty: 2736.148438
	Iteration 19Q: 3 clusters Score -246023.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -246068.343750 Penalty: 2736.148438
	Iteration 20F: 3 clusters Score -246068.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -246107.937500 Penalty: 2736.148438
	Iteration 21Q: 3 clusters Score -246107.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -246146.609375 Penalty: 2736.148438
	Iteration 22Q: 3 clusters Score -246146.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -246198.125000 Penalty: 2736.148438
	Iteration 23Q: 3 clusters Score -246198.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -246252.937500 Penalty: 2736.148438
	Iteration 24Q: 3 clusters Score -246252.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -246302.062500 Penalty: 2736.148438
	Iteration 25Q: 3 clusters Score -246302.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -246334.015625 Penalty: 2736.148438
	Iteration 26Q: 3 clusters Score -246334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -246363.953125 Penalty: 2736.148438
	Iteration 27Q: 3 clusters Score -246364 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -246396.906250 Penalty: 2736.148438
	Iteration 28Q: 3 clusters Score -246396.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -246423.671875 Penalty: 2736.148438
	Iteration 29Q: 3 clusters Score -246423.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -246448.890625 Penalty: 2736.148438
	Iteration 30Q: 3 clusters Score -246448.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -246461.906250 Penalty: 2736.148438
	Iteration 31Q: 3 clusters Score -246461.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -246471.109375 Penalty: 2736.148438
	Iteration 32Q: 3 clusters Score -246471.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -246481.281250 Penalty: 2736.148438
	Iteration 33Q: 3 clusters Score -246481.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -246486.859375 Penalty: 2736.148438
	Iteration 34Q: 3 clusters Score -246486.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -246490.875000 Penalty: 2736.148438
	Iteration 35Q: 3 clusters Score -246490.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -246493.015625 Penalty: 2736.148438
	Iteration 36Q: 3 clusters Score -246493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -246494.921875 Penalty: 2736.148438
	Iteration 37Q: 3 clusters Score -246494.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -246494.890625 Penalty: 2736.148438
	Iteration 38Q: 3 clusters Score -246494.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -246496.250000 Penalty: 2736.148438
	Iteration 39Q: 3 clusters Score -246496.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -246496.250000 Penalty: 2736.148438
	Iteration 40F: 3 clusters Score -246496.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23381 members 
Mstep: Class 4 contains 7984 members 
Mstep: Class 5 contains 6935 members 
Mstep: Class 6 contains 7037 members 
Mstep: Class 7 contains 7009 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482690 members 
Mstep: Class 11 contains 78283 members 
Mstep: Class 12 contains 2561 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 15 contains 22677 members 
Mstep: Class 16 contains 5724 members 
Mstep: Class 17 contains 10767 members 
Mstep: Class 18 contains 4532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189720.000000 Penalty: 32736.513672
Iteration 119Q: 16 clusters Score -4.218972e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23406 members 
Mstep: Class 4 contains 7986 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 7039 members 
Mstep: Class 7 contains 7010 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482700 members 
Mstep: Class 11 contains 78281 members 
Mstep: Class 12 contains 2564 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 15 contains 22634 members 
Mstep: Class 16 contains 5725 members 
Mstep: Class 17 contains 10767 members 
Mstep: Class 18 contains 4532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189732.000000 Penalty: 32736.513672
Iteration 120F: 16 clusters Score -4.218973e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23428 members 
Mstep: Class 4 contains 7986 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 7040 members 
Mstep: Class 7 contains 7010 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482713 members 
Mstep: Class 11 contains 78280 members 
Mstep: Class 12 contains 2566 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 15 contains 22596 members 
Mstep: Class 16 contains 5726 members 
Mstep: Class 17 contains 10767 members 
Mstep: Class 18 contains 4532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189752.000000 Penalty: 32736.513672
Iteration 121Q: 16 clusters Score -4.218975e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23449 members 
Mstep: Class 4 contains 7985 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 7038 members 
Mstep: Class 7 contains 7010 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482713 members 
Mstep: Class 11 contains 78280 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 15 contains 22569 members 
Mstep: Class 16 contains 5726 members 
Mstep: Class 17 contains 10767 members 
Mstep: Class 18 contains 4532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189728.000000 Penalty: 32736.513672
Iteration 122Q: 16 clusters Score -4.218973e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23467 members 
Mstep: Class 4 contains 7984 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 7037 members 
Mstep: Class 7 contains 7009 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482722 members 
Mstep: Class 11 contains 78281 members 
Mstep: Class 12 contains 2580 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 15 contains 22540 members 
Mstep: Class 16 contains 5726 members 
Mstep: Class 17 contains 10766 members 
Mstep: Class 18 contains 4532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189700.000000 Penalty: 32736.513672
Iteration 123Q: 16 clusters Score -4.21897e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23486 members 
Mstep: Class 4 contains 7984 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 7037 members 
Mstep: Class 7 contains 7009 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482727 members 
Mstep: Class 11 contains 78281 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 15 contains 22512 members 
Mstep: Class 16 contains 5727 members 
Mstep: Class 17 contains 10764 members 
Mstep: Class 18 contains 4532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189716.000000 Penalty: 32736.513672
Iteration 124Q: 16 clusters Score -4.218972e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23503 members 
Mstep: Class 4 contains 7985 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 7037 members 
Mstep: Class 7 contains 7009 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482732 members 
Mstep: Class 11 contains 78281 members 
Mstep: Class 12 contains 2586 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 15 contains 22486 members 
Mstep: Class 16 contains 5728 members 
Mstep: Class 17 contains 10765 members 
Mstep: Class 18 contains 4532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189736.000000 Penalty: 32736.513672
Iteration 125Q: 16 clusters Score -4.218974e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23511 members 
Mstep: Class 4 contains 7987 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 7037 members 
Mstep: Class 7 contains 7009 members 
Mstep: Class 8 contains 17162 members 
Mstep: Class 10 contains 482740 members 
Mstep: Class 11 contains 78282 members 
Mstep: Class 12 contains 2589 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 15 contains 22463 members 
Mstep: Class 16 contains 5728 members 
Mstep: Class 17 contains 10765 members 
Mstep: Class 18 contains 4532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189736.000000 Penalty: 32736.513672
Iteration 126Q: 16 clusters Score -4.218974e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23522 members 
Mstep: Class 4 contains 7987 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 7037 members 
Mstep: Class 7 contains 7009 members 
Mstep: Class 8 contains 17162 members 
Mstep: Class 10 contains 482751 members 
Mstep: Class 11 contains 78283 members 
Mstep: Class 12 contains 2588 members 
Mstep: Class 13 contains 2170 members 
Mstep: Class 15 contains 22444 members 
Mstep: Class 16 contains 5728 members 
Mstep: Class 17 contains 10764 members 
Mstep: Class 18 contains 4531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189756.000000 Penalty: 32736.513672
Iteration 127Q: 16 clusters Score -4.218976e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23534 members 
Mstep: Class 4 contains 7987 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 7036 members 
Mstep: Class 7 contains 7009 members 
Mstep: Class 8 contains 17162 members 
Mstep: Class 10 contains 482755 members 
Mstep: Class 11 contains 78282 members 
Mstep: Class 12 contains 2593 members 
Mstep: Class 13 contains 2170 members 
Mstep: Class 15 contains 22426 members 
Mstep: Class 16 contains 5729 members 
Mstep: Class 17 contains 10762 members 
Mstep: Class 18 contains 4531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189752.000000 Penalty: 32736.513672
Iteration 128Q: 16 clusters Score -4.218975e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23542 members 
Mstep: Class 4 contains 7986 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 7035 members 
Mstep: Class 7 contains 7009 members 
Mstep: Class 8 contains 17162 members 
Mstep: Class 10 contains 482761 members 
Mstep: Class 11 contains 78282 members 
Mstep: Class 12 contains 2593 members 
Mstep: Class 13 contains 2170 members 
Mstep: Class 15 contains 22410 members 
Mstep: Class 16 contains 5733 members 
Mstep: Class 17 contains 10762 members 
Mstep: Class 18 contains 4531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189732.000000 Penalty: 32736.513672
Iteration 129Q: 16 clusters Score -4.218973e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23549 members 
Mstep: Class 4 contains 7987 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 7037 members 
Mstep: Class 7 contains 7008 members 
Mstep: Class 8 contains 17162 members 
Mstep: Class 10 contains 482765 members 
Mstep: Class 11 contains 78282 members 
Mstep: Class 12 contains 2594 members 
Mstep: Class 13 contains 2170 members 
Mstep: Class 15 contains 22391 members 
Mstep: Class 16 contains 5738 members 
Mstep: Class 17 contains 10762 members 
Mstep: Class 18 contains 4531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189740.000000 Penalty: 32736.513672
Iteration 130Q: 16 clusters Score -4.218974e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23562 members 
Mstep: Class 4 contains 7988 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 7037 members 
Mstep: Class 7 contains 7007 members 
Mstep: Class 8 contains 17162 members 
Mstep: Class 10 contains 482769 members 
Mstep: Class 11 contains 78282 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2170 members 
Mstep: Class 15 contains 22370 members 
Mstep: Class 16 contains 5741 members 
Mstep: Class 17 contains 10762 members 
Mstep: Class 18 contains 4531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189736.000000 Penalty: 32736.513672
Iteration 131Q: 16 clusters Score -4.218974e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23574 members 
Mstep: Class 4 contains 7989 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 7036 members 
Mstep: Class 7 contains 7006 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482776 members 
Mstep: Class 11 contains 78282 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2170 members 
Mstep: Class 15 contains 22350 members 
Mstep: Class 16 contains 5744 members 
Mstep: Class 17 contains 10762 members 
Mstep: Class 18 contains 4531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189740.000000 Penalty: 32736.513672
Iteration 132Q: 16 clusters Score -4.218974e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23584 members 
Mstep: Class 4 contains 7991 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 7035 members 
Mstep: Class 7 contains 7006 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482785 members 
Mstep: Class 11 contains 78282 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2170 members 
Mstep: Class 15 contains 22330 members 
Mstep: Class 16 contains 5744 members 
Mstep: Class 17 contains 10762 members 
Mstep: Class 18 contains 4531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189756.000000 Penalty: 32736.513672
Iteration 133Q: 16 clusters Score -4.218976e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23597 members 
Mstep: Class 4 contains 7992 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 7036 members 
Mstep: Class 7 contains 7006 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482790 members 
Mstep: Class 11 contains 78282 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2170 members 
Mstep: Class 15 contains 22311 members 
Mstep: Class 16 contains 5743 members 
Mstep: Class 17 contains 10762 members 
Mstep: Class 18 contains 4531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189788.000000 Penalty: 32736.513672
Iteration 134Q: 16 clusters Score -4.218979e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23609 members 
Mstep: Class 4 contains 7992 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 7036 members 
Mstep: Class 7 contains 7006 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482800 members 
Mstep: Class 11 contains 78282 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2170 members 
Mstep: Class 15 contains 22289 members 
Mstep: Class 16 contains 5743 members 
Mstep: Class 17 contains 10762 members 
Mstep: Class 18 contains 4531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189780.000000 Penalty: 32736.513672
Iteration 135Q: 16 clusters Score -4.218978e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23622 members 
Mstep: Class 4 contains 7993 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 7035 members 
Mstep: Class 7 contains 7005 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482802 members 
Mstep: Class 11 contains 78282 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2170 members 
Mstep: Class 15 contains 22274 members 
Mstep: Class 16 contains 5744 members 
Mstep: Class 17 contains 10762 members 
Mstep: Class 18 contains 4531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189764.000000 Penalty: 32736.513672
Iteration 136Q: 16 clusters Score -4.218976e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23631 members 
Mstep: Class 4 contains 7992 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 7035 members 
Mstep: Class 7 contains 7004 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482810 members 
Mstep: Class 11 contains 78282 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2170 members 
Mstep: Class 15 contains 22260 members 
Mstep: Class 16 contains 5744 members 
Mstep: Class 17 contains 10761 members 
Mstep: Class 18 contains 4531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189764.000000 Penalty: 32736.513672
Iteration 137Q: 16 clusters Score -4.218976e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23641 members 
Mstep: Class 4 contains 7991 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 7034 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482811 members 
Mstep: Class 11 contains 78282 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2170 members 
Mstep: Class 15 contains 22252 members 
Mstep: Class 16 contains 5744 members 
Mstep: Class 17 contains 10761 members 
Mstep: Class 18 contains 4531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189752.000000 Penalty: 32736.513672
Iteration 138Q: 16 clusters Score -4.218975e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23651 members 
Mstep: Class 4 contains 7990 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 7033 members 
Mstep: Class 7 contains 7002 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482813 members 
Mstep: Class 11 contains 78282 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2170 members 
Mstep: Class 15 contains 22243 members 
Mstep: Class 16 contains 5744 members 
Mstep: Class 17 contains 10761 members 
Mstep: Class 18 contains 4531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189764.000000 Penalty: 32736.513672
Iteration 139Q: 16 clusters Score -4.218976e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23656 members 
Mstep: Class 4 contains 7989 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 7029 members 
Mstep: Class 7 contains 7002 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482819 members 
Mstep: Class 11 contains 78282 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2170 members 
Mstep: Class 15 contains 22237 members 
Mstep: Class 16 contains 5744 members 
Mstep: Class 17 contains 10761 members 
Mstep: Class 18 contains 4531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189772.000000 Penalty: 32736.513672
Iteration 140F: 16 clusters Score -4.218977e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23659 members 
Mstep: Class 4 contains 7989 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 7028 members 
Mstep: Class 7 contains 7002 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482822 members 
Mstep: Class 11 contains 78282 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2170 members 
Mstep: Class 15 contains 22232 members 
Mstep: Class 16 contains 5744 members 
Mstep: Class 17 contains 10761 members 
Mstep: Class 18 contains 4531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189788.000000 Penalty: 32736.513672
Iteration 141Q: 16 clusters Score -4.218979e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23665 members 
Mstep: Class 4 contains 7989 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 7027 members 
Mstep: Class 7 contains 7002 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482822 members 
Mstep: Class 11 contains 78282 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2170 members 
Mstep: Class 15 contains 22227 members 
Mstep: Class 16 contains 5744 members 
Mstep: Class 17 contains 10761 members 
Mstep: Class 18 contains 4531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189788.000000 Penalty: 32736.513672
Iteration 142Q: 16 clusters Score -4.218979e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23668 members 
Mstep: Class 4 contains 7990 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 7027 members 
Mstep: Class 7 contains 7002 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482824 members 
Mstep: Class 11 contains 78282 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2170 members 
Mstep: Class 15 contains 22221 members 
Mstep: Class 16 contains 5744 members 
Mstep: Class 17 contains 10761 members 
Mstep: Class 18 contains 4531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189792.000000 Penalty: 32736.513672
Iteration 143Q: 16 clusters Score -4.218979e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23673 members 
Mstep: Class 4 contains 7990 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 7027 members 
Mstep: Class 7 contains 7002 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482826 members 
Mstep: Class 11 contains 78282 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2170 members 
Mstep: Class 15 contains 22214 members 
Mstep: Class 16 contains 5744 members 
Mstep: Class 17 contains 10761 members 
Mstep: Class 18 contains 4531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189800.000000 Penalty: 32736.513672
Iteration 144Q: 16 clusters Score -4.21898e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23676 members 
Mstep: Class 4 contains 7991 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 7027 members 
Mstep: Class 7 contains 7002 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482826 members 
Mstep: Class 11 contains 78282 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2170 members 
Mstep: Class 15 contains 22210 members 
Mstep: Class 16 contains 5744 members 
Mstep: Class 17 contains 10761 members 
Mstep: Class 18 contains 4531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189800.000000 Penalty: 32736.513672
Iteration 145Q: 16 clusters Score -4.21898e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23681 members 
Mstep: Class 4 contains 7991 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 7027 members 
Mstep: Class 7 contains 7002 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482830 members 
Mstep: Class 11 contains 78282 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2170 members 
Mstep: Class 15 contains 22201 members 
Mstep: Class 16 contains 5744 members 
Mstep: Class 17 contains 10761 members 
Mstep: Class 18 contains 4531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189792.000000 Penalty: 32736.513672
Iteration 146Q: 16 clusters Score -4.218979e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23687 members 
Mstep: Class 4 contains 7992 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 7025 members 
Mstep: Class 7 contains 7002 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 10 contains 482835 members 
Mstep: Class 11 contains 78282 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2170 members 
Mstep: Class 15 contains 22191 members 
Mstep: Class 16 contains 5744 members 
Mstep: Class 17 contains 10761 members 
Mstep: Class 18 contains 4531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189820.000000 Penalty: 32736.513672
Iteration 147Q: 16 clusters Score -4.218982e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23696 members 
Mstep: Class 4 contains 7992 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 7025 members 
Mstep: Class 7 contains 7002 members 
Mstep: Class 8 contains 17160 members 
Mstep: Class 10 contains 482837 members 
Mstep: Class 11 contains 78282 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2170 members 
Mstep: Class 15 contains 22181 members 
Mstep: Class 16 contains 5744 members 
Mstep: Class 17 contains 10761 members 
Mstep: Class 18 contains 4531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189812.000000 Penalty: 32736.513672
Iteration 148Q: 16 clusters Score -4.218981e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23709 members 
Mstep: Class 4 contains 7993 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 7023 members 
Mstep: Class 7 contains 7002 members 
Mstep: Class 8 contains 17160 members 
Mstep: Class 10 contains 482840 members 
Mstep: Class 11 contains 78282 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 15 contains 22165 members 
Mstep: Class 16 contains 5744 members 
Mstep: Class 17 contains 10761 members 
Mstep: Class 18 contains 4531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189820.000000 Penalty: 32736.513672
Iteration 149Q: 16 clusters Score -4.218982e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23722 members 
Mstep: Class 4 contains 7993 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 7020 members 
Mstep: Class 7 contains 7002 members 
Mstep: Class 8 contains 17160 members 
Mstep: Class 10 contains 482841 members 
Mstep: Class 11 contains 78282 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 15 contains 22154 members 
Mstep: Class 16 contains 5744 members 
Mstep: Class 17 contains 10761 members 
Mstep: Class 18 contains 4531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189820.000000 Penalty: 32736.513672
Iteration 150Q: 16 clusters Score -4.218982e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23736 members 
Mstep: Class 4 contains 7994 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 7017 members 
Mstep: Class 7 contains 7002 members 
Mstep: Class 8 contains 17160 members 
Mstep: Class 10 contains 482845 members 
Mstep: Class 11 contains 78282 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 15 contains 22136 members 
Mstep: Class 16 contains 5746 members 
Mstep: Class 17 contains 10761 members 
Mstep: Class 18 contains 4531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189844.000000 Penalty: 32736.513672
Iteration 151Q: 16 clusters Score -4.218984e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23744 members 
Mstep: Class 4 contains 7994 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 7015 members 
Mstep: Class 7 contains 7002 members 
Mstep: Class 8 contains 17160 members 
Mstep: Class 10 contains 482851 members 
Mstep: Class 11 contains 78282 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 15 contains 22120 members 
Mstep: Class 16 contains 5748 members 
Mstep: Class 17 contains 10761 members 
Mstep: Class 18 contains 4532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189824.000000 Penalty: 32736.513672
Iteration 152Q: 16 clusters Score -4.218982e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23752 members 
Mstep: Class 4 contains 7994 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 7015 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17160 members 
Mstep: Class 10 contains 482862 members 
Mstep: Class 11 contains 78281 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 15 contains 22099 members 
Mstep: Class 16 contains 5749 members 
Mstep: Class 17 contains 10761 members 
Mstep: Class 18 contains 4533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189796.000000 Penalty: 32736.513672
Iteration 153Q: 16 clusters Score -4.21898e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23763 members 
Mstep: Class 4 contains 7994 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 7010 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17160 members 
Mstep: Class 10 contains 482868 members 
Mstep: Class 11 contains 78279 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 22086 members 
Mstep: Class 16 contains 5750 members 
Mstep: Class 17 contains 10761 members 
Mstep: Class 18 contains 4534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189772.000000 Penalty: 32736.513672
Iteration 154Q: 16 clusters Score -4.218977e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23774 members 
Mstep: Class 4 contains 7994 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 7005 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17160 members 
Mstep: Class 10 contains 482878 members 
Mstep: Class 11 contains 78277 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 22071 members 
Mstep: Class 16 contains 5750 members 
Mstep: Class 17 contains 10761 members 
Mstep: Class 18 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189784.000000 Penalty: 32736.513672
Iteration 155Q: 16 clusters Score -4.218978e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23793 members 
Mstep: Class 4 contains 7994 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 7002 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17160 members 
Mstep: Class 10 contains 482887 members 
Mstep: Class 11 contains 78277 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 22047 members 
Mstep: Class 16 contains 5750 members 
Mstep: Class 17 contains 10760 members 
Mstep: Class 18 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189752.000000 Penalty: 32736.513672
Iteration 156Q: 16 clusters Score -4.218975e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23803 members 
Mstep: Class 4 contains 7995 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 6999 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17160 members 
Mstep: Class 10 contains 482899 members 
Mstep: Class 11 contains 78277 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 22027 members 
Mstep: Class 16 contains 5751 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189772.000000 Penalty: 32736.513672
Iteration 157Q: 16 clusters Score -4.218977e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23808 members 
Mstep: Class 4 contains 7997 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 6999 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17160 members 
Mstep: Class 10 contains 482905 members 
Mstep: Class 11 contains 78277 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 22013 members 
Mstep: Class 16 contains 5752 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189800.000000 Penalty: 32736.513672
Iteration 158Q: 16 clusters Score -4.21898e+07 nChanged 24
Entering ConstructFrom: 
Score: -42189800.000000 Penalty: 32736.513672
Entering ConstructFrom: 
Trying to split cluster 1 (1433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Entering Unmasked Estep 
Score: -80216.531250 Penalty: 1180.972900
	Iteration 0F: 2 clusters Score -80216.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -78485.882812 Penalty: 2361.945801
	Iteration 0F: 3 clusters Score -78485.88 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -78864.382812 Penalty: 2361.945801
	Iteration 1F: 3 clusters Score -78864.38 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -78966.765625 Penalty: 2361.945801
	Iteration 2F: 3 clusters Score -78966.77 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -79011.796875 Penalty: 2361.945801
	Iteration 3Q: 3 clusters Score -79011.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -79047.664062 Penalty: 2361.945801
	Iteration 4Q: 3 clusters Score -79047.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -79075.695312 Penalty: 2361.945801
	Iteration 5Q: 3 clusters Score -79075.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -79094.593750 Penalty: 2361.945801
	Iteration 6Q: 3 clusters Score -79094.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -79115.992188 Penalty: 2361.945801
	Iteration 7Q: 3 clusters Score -79115.99 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -79141.617188 Penalty: 2361.945801
	Iteration 8Q: 3 clusters Score -79141.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -79173.601562 Penalty: 2361.945801
	Iteration 9Q: 3 clusters Score -79173.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -79192.101562 Penalty: 2361.945801
	Iteration 10Q: 3 clusters Score -79192.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -79213.273438 Penalty: 2361.945801
	Iteration 11Q: 3 clusters Score -79213.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -79239.914062 Penalty: 2361.945801
	Iteration 12Q: 3 clusters Score -79239.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -79259.765625 Penalty: 2361.945801
	Iteration 13Q: 3 clusters Score -79259.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -79272.351562 Penalty: 2361.945801
	Iteration 14Q: 3 clusters Score -79272.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -79285.125000 Penalty: 2361.945801
	Iteration 15Q: 3 clusters Score -79285.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -79292.148438 Penalty: 2361.945801
	Iteration 16Q: 3 clusters Score -79292.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -79297.273438 Penalty: 2361.945801
	Iteration 17Q: 3 clusters Score -79297.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -79299.992188 Penalty: 2361.945801
	Iteration 18Q: 3 clusters Score -79299.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -79302.921875 Penalty: 2361.945801
	Iteration 19Q: 3 clusters Score -79302.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -79306.945312 Penalty: 2361.945801
	Iteration 20F: 3 clusters Score -79306.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -79312.859375 Penalty: 2361.945801
	Iteration 21Q: 3 clusters Score -79312.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -79317.421875 Penalty: 2361.945801
	Iteration 22Q: 3 clusters Score -79317.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -79322.968750 Penalty: 2361.945801
	Iteration 23Q: 3 clusters Score -79322.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -79325.187500 Penalty: 2361.945801
	Iteration 24Q: 3 clusters Score -79325.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -79328.656250 Penalty: 2361.945801
	Iteration 25Q: 3 clusters Score -79328.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -79331.164062 Penalty: 2361.945801
	Iteration 26Q: 3 clusters Score -79331.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -79332.882812 Penalty: 2361.945801
	Iteration 27Q: 3 clusters Score -79332.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -79334.648438 Penalty: 2361.945801
	Iteration 28Q: 3 clusters Score -79334.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -79336.570312 Penalty: 2361.945801
	Iteration 29Q: 3 clusters Score -79336.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -79339.828125 Penalty: 2361.945801
	Iteration 30Q: 3 clusters Score -79339.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -79342.445312 Penalty: 2361.945801
	Iteration 31Q: 3 clusters Score -79342.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -79346.929688 Penalty: 2361.945801
	Iteration 32Q: 3 clusters Score -79346.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -79350.140625 Penalty: 2361.945801
	Iteration 33Q: 3 clusters Score -79350.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -79353.500000 Penalty: 2361.945801
	Iteration 34Q: 3 clusters Score -79353.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -79356.523438 Penalty: 2361.945801
	Iteration 35Q: 3 clusters Score -79356.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -79359.101562 Penalty: 2361.945801
	Iteration 36Q: 3 clusters Score -79359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -79359.679688 Penalty: 2361.945801
	Iteration 37Q: 3 clusters Score -79359.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -79359.679688 Penalty: 2361.945801
	Iteration 38F: 3 clusters Score -79359.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Entering Unmasked Estep 
Score: -1551742.750000 Penalty: 1637.679688
	Iteration 0F: 2 clusters Score -1551743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1535593.375000 Penalty: 3275.359375
	Iteration 0F: 3 clusters Score -1535593 nChanged 10829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1541582.500000 Penalty: 3275.359375
	Iteration 1F: 3 clusters Score -1541582 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1541921.750000 Penalty: 3275.359375
	Iteration 2Q: 3 clusters Score -1541922 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1542280.875000 Penalty: 3275.359375
	Iteration 3Q: 3 clusters Score -1542281 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1542700.500000 Penalty: 3275.359375
	Iteration 4Q: 3 clusters Score -1542700 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1543279.625000 Penalty: 3275.359375
	Iteration 5Q: 3 clusters Score -1543280 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1544134.125000 Penalty: 3275.359375
	Iteration 6F: 3 clusters Score -1544134 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1545264.750000 Penalty: 3275.359375
	Iteration 7F: 3 clusters Score -1545265 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1546527.625000 Penalty: 3275.359375
	Iteration 8F: 3 clusters Score -1546528 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1547748.875000 Penalty: 3275.359375
	Iteration 9F: 3 clusters Score -1547749 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1548622.625000 Penalty: 3275.359375
	Iteration 10Q: 3 clusters Score -1548623 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1549181.375000 Penalty: 3275.359375
	Iteration 11Q: 3 clusters Score -1549181 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1549508.250000 Penalty: 3275.359375
	Iteration 12Q: 3 clusters Score -1549508 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1549686.500000 Penalty: 3275.359375
	Iteration 13Q: 3 clusters Score -1549686 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1549802.125000 Penalty: 3275.359375
	Iteration 14Q: 3 clusters Score -1549802 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1549885.625000 Penalty: 3275.359375
	Iteration 15Q: 3 clusters Score -1549886 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1549951.500000 Penalty: 3275.359375
	Iteration 16Q: 3 clusters Score -1549952 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1550014.125000 Penalty: 3275.359375
	Iteration 17Q: 3 clusters Score -1550014 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1550066.625000 Penalty: 3275.359375
	Iteration 18Q: 3 clusters Score -1550067 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1550118.250000 Penalty: 3275.359375
	Iteration 19Q: 3 clusters Score -1550118 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1550165.625000 Penalty: 3275.359375
	Iteration 20F: 3 clusters Score -1550166 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1550206.375000 Penalty: 3275.359375
	Iteration 21Q: 3 clusters Score -1550206 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1550230.125000 Penalty: 3275.359375
	Iteration 22Q: 3 clusters Score -1550230 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1550258.250000 Penalty: 3275.359375
	Iteration 23Q: 3 clusters Score -1550258 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1550283.500000 Penalty: 3275.359375
	Iteration 24Q: 3 clusters Score -1550284 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1550296.875000 Penalty: 3275.359375
	Iteration 25Q: 3 clusters Score -1550297 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1550313.875000 Penalty: 3275.359375
	Iteration 26Q: 3 clusters Score -1550314 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1550340.500000 Penalty: 3275.359375
	Iteration 27Q: 3 clusters Score -1550340 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1550354.125000 Penalty: 3275.359375
	Iteration 28Q: 3 clusters Score -1550354 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1550361.125000 Penalty: 3275.359375
	Iteration 29Q: 3 clusters Score -1550361 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1550363.875000 Penalty: 3275.359375
	Iteration 30Q: 3 clusters Score -1550364 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1550369.500000 Penalty: 3275.359375
	Iteration 31Q: 3 clusters Score -1550370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1550375.250000 Penalty: 3275.359375
	Iteration 32Q: 3 clusters Score -1550375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1550376.875000 Penalty: 3275.359375
	Iteration 33Q: 3 clusters Score -1550377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1550379.375000 Penalty: 3275.359375
	Iteration 34Q: 3 clusters Score -1550379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1550378.750000 Penalty: 3275.359375
	Iteration 35Q: 3 clusters Score -1550379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1550383.125000 Penalty: 3275.359375
	Iteration 36Q: 3 clusters Score -1550383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1550383.875000 Penalty: 3275.359375
	Iteration 37Q: 3 clusters Score -1550384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1550386.000000 Penalty: 3275.359375
	Iteration 38Q: 3 clusters Score -1550386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1550389.750000 Penalty: 3275.359375
	Iteration 39Q: 3 clusters Score -1550390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1550391.375000 Penalty: 3275.359375
	Iteration 40F: 3 clusters Score -1550391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1550389.750000 Penalty: 3275.359375
	Iteration 41Q: 3 clusters Score -1550390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1550392.875000 Penalty: 3275.359375
	Iteration 42Q: 3 clusters Score -1550393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1550392.875000 Penalty: 3275.359375
	Iteration 43Q: 3 clusters Score -1550393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1550393.500000 Penalty: 3275.359375
	Iteration 44Q: 3 clusters Score -1550394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1550392.625000 Penalty: 3275.359375
	Iteration 45Q: 3 clusters Score -1550393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1550392.500000 Penalty: 3275.359375
	Iteration 46Q: 3 clusters Score -1550392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1550391.750000 Penalty: 3275.359375
	Iteration 47Q: 3 clusters Score -1550392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1550395.500000 Penalty: 3275.359375
	Iteration 48Q: 3 clusters Score -1550396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1550397.000000 Penalty: 3275.359375
	Iteration 49Q: 3 clusters Score -1550397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1550395.875000 Penalty: 3275.359375
	Iteration 50Q: 3 clusters Score -1550396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1550397.375000 Penalty: 3275.359375
	Iteration 51Q: 3 clusters Score -1550397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1550395.125000 Penalty: 3275.359375
	Iteration 52Q: 3 clusters Score -1550395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1550395.875000 Penalty: 3275.359375
	Iteration 53Q: 3 clusters Score -1550396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1550399.875000 Penalty: 3275.359375
	Iteration 54Q: 3 clusters Score -1550400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1550398.750000 Penalty: 3275.359375
	Iteration 55Q: 3 clusters Score -1550399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1550397.500000 Penalty: 3275.359375
	Iteration 56Q: 3 clusters Score -1550398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1550397.125000 Penalty: 3275.359375
	Iteration 57Q: 3 clusters Score -1550397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1550399.875000 Penalty: 3275.359375
	Iteration 58Q: 3 clusters Score -1550400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1550401.000000 Penalty: 3275.359375
	Iteration 59Q: 3 clusters Score -1550401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1550402.625000 Penalty: 3275.359375
	Iteration 60F: 3 clusters Score -1550403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1550408.750000 Penalty: 3275.359375
	Iteration 61Q: 3 clusters Score -1550409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1550405.875000 Penalty: 3275.359375
	Iteration 62Q: 3 clusters Score -1550406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1550407.500000 Penalty: 3275.359375
	Iteration 63Q: 3 clusters Score -1550408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1550407.750000 Penalty: 3275.359375
	Iteration 64Q: 3 clusters Score -1550408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1550407.000000 Penalty: 3275.359375
	Iteration 65Q: 3 clusters Score -1550407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1550407.375000 Penalty: 3275.359375
	Iteration 66Q: 3 clusters Score -1550407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1550407.125000 Penalty: 3275.359375
	Iteration 67Q: 3 clusters Score -1550407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1550407.125000 Penalty: 3275.359375
	Iteration 68F: 3 clusters Score -1550407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Entering Unmasked Estep 
Score: -534489.625000 Penalty: 1460.358643
	Iteration 0F: 2 clusters Score -534489.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -528632.062500 Penalty: 2920.717285
	Iteration 0F: 3 clusters Score -528632.1 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -530452.437500 Penalty: 2920.717285
	Iteration 1F: 3 clusters Score -530452.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -530726.375000 Penalty: 2920.717285
	Iteration 2F: 3 clusters Score -530726.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -530983.375000 Penalty: 2920.717285
	Iteration 3F: 3 clusters Score -530983.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -531210.812500 Penalty: 2920.717285
	Iteration 4Q: 3 clusters Score -531210.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -531432.000000 Penalty: 2920.717285
	Iteration 5Q: 3 clusters Score -531432 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -531644.000000 Penalty: 2920.717285
	Iteration 6Q: 3 clusters Score -531644 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -531877.312500 Penalty: 2920.717285
	Iteration 7Q: 3 clusters Score -531877.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -532096.312500 Penalty: 2920.717285
	Iteration 8Q: 3 clusters Score -532096.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -532289.125000 Penalty: 2920.717285
	Iteration 9Q: 3 clusters Score -532289.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -532432.687500 Penalty: 2920.717285
	Iteration 10Q: 3 clusters Score -532432.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -532530.937500 Penalty: 2920.717285
	Iteration 11Q: 3 clusters Score -532530.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -532596.375000 Penalty: 2920.717285
	Iteration 12Q: 3 clusters Score -532596.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -532633.875000 Penalty: 2920.717285
	Iteration 13Q: 3 clusters Score -532633.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -532666.312500 Penalty: 2920.717285
	Iteration 14Q: 3 clusters Score -532666.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -532689.812500 Penalty: 2920.717285
	Iteration 15Q: 3 clusters Score -532689.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -532712.312500 Penalty: 2920.717285
	Iteration 16Q: 3 clusters Score -532712.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -532737.062500 Penalty: 2920.717285
	Iteration 17Q: 3 clusters Score -532737.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -532759.812500 Penalty: 2920.717285
	Iteration 18Q: 3 clusters Score -532759.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -532779.937500 Penalty: 2920.717285
	Iteration 19Q: 3 clusters Score -532779.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -532802.625000 Penalty: 2920.717285
	Iteration 20F: 3 clusters Score -532802.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -532822.375000 Penalty: 2920.717285
	Iteration 21Q: 3 clusters Score -532822.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -532838.125000 Penalty: 2920.717285
	Iteration 22Q: 3 clusters Score -532838.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -532853.625000 Penalty: 2920.717285
	Iteration 23Q: 3 clusters Score -532853.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -532872.437500 Penalty: 2920.717285
	Iteration 24Q: 3 clusters Score -532872.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -532893.937500 Penalty: 2920.717285
	Iteration 25Q: 3 clusters Score -532893.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -532909.750000 Penalty: 2920.717285
	Iteration 26Q: 3 clusters Score -532909.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -532917.125000 Penalty: 2920.717285
	Iteration 27Q: 3 clusters Score -532917.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -532925.937500 Penalty: 2920.717285
	Iteration 28Q: 3 clusters Score -532925.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -532930.437500 Penalty: 2920.717285
	Iteration 29Q: 3 clusters Score -532930.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -532936.750000 Penalty: 2920.717285
	Iteration 30Q: 3 clusters Score -532936.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -532941.750000 Penalty: 2920.717285
	Iteration 31Q: 3 clusters Score -532941.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -532950.500000 Penalty: 2920.717285
	Iteration 32Q: 3 clusters Score -532950.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -532956.875000 Penalty: 2920.717285
	Iteration 33Q: 3 clusters Score -532956.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -532961.687500 Penalty: 2920.717285
	Iteration 34Q: 3 clusters Score -532961.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -532967.312500 Penalty: 2920.717285
	Iteration 35Q: 3 clusters Score -532967.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -532976.312500 Penalty: 2920.717285
	Iteration 36Q: 3 clusters Score -532976.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -532981.687500 Penalty: 2920.717285
	Iteration 37Q: 3 clusters Score -532981.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -532984.375000 Penalty: 2920.717285
	Iteration 38Q: 3 clusters Score -532984.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -532988.625000 Penalty: 2920.717285
	Iteration 39Q: 3 clusters Score -532988.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -532992.250000 Penalty: 2920.717285
	Iteration 40F: 3 clusters Score -532992.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -532993.125000 Penalty: 2920.717285
	Iteration 41Q: 3 clusters Score -532993.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -532994.687500 Penalty: 2920.717285
	Iteration 42Q: 3 clusters Score -532994.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -532997.500000 Penalty: 2920.717285
	Iteration 43Q: 3 clusters Score -532997.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -533000.437500 Penalty: 2920.717285
	Iteration 44Q: 3 clusters Score -533000.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -533004.625000 Penalty: 2920.717285
	Iteration 45Q: 3 clusters Score -533004.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -533009.062500 Penalty: 2920.717285
	Iteration 46Q: 3 clusters Score -533009.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -533014.000000 Penalty: 2920.717285
	Iteration 47Q: 3 clusters Score -533014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -533019.375000 Penalty: 2920.717285
	Iteration 48Q: 3 clusters Score -533019.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -533023.187500 Penalty: 2920.717285
	Iteration 49Q: 3 clusters Score -533023.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -533026.625000 Penalty: 2920.717285
	Iteration 50Q: 3 clusters Score -533026.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -533029.500000 Penalty: 2920.717285
	Iteration 51Q: 3 clusters Score -533029.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -533032.750000 Penalty: 2920.717285
	Iteration 52Q: 3 clusters Score -533032.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -533033.562500 Penalty: 2920.717285
	Iteration 53Q: 3 clusters Score -533033.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -533034.187500 Penalty: 2920.717285
	Iteration 54Q: 3 clusters Score -533034.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -533035.187500 Penalty: 2920.717285
	Iteration 55Q: 3 clusters Score -533035.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -533038.312500 Penalty: 2920.717285
	Iteration 56Q: 3 clusters Score -533038.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -533039.125000 Penalty: 2920.717285
	Iteration 57Q: 3 clusters Score -533039.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -533040.875000 Penalty: 2920.717285
	Iteration 58Q: 3 clusters Score -533040.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -533042.125000 Penalty: 2920.717285
	Iteration 59Q: 3 clusters Score -533042.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -533042.812500 Penalty: 2920.717285
	Iteration 60F: 3 clusters Score -533042.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -533045.562500 Penalty: 2920.717285
	Iteration 61Q: 3 clusters Score -533045.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -533046.250000 Penalty: 2920.717285
	Iteration 62Q: 3 clusters Score -533046.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -533046.937500 Penalty: 2920.717285
	Iteration 63Q: 3 clusters Score -533046.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -533048.500000 Penalty: 2920.717285
	Iteration 64Q: 3 clusters Score -533048.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -533048.375000 Penalty: 2920.717285
	Iteration 65Q: 3 clusters Score -533048.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -533049.250000 Penalty: 2920.717285
	Iteration 66Q: 3 clusters Score -533049.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -533050.187500 Penalty: 2920.717285
	Iteration 67Q: 3 clusters Score -533050.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -533051.125000 Penalty: 2920.717285
	Iteration 68Q: 3 clusters Score -533051.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -533051.812500 Penalty: 2920.717285
	Iteration 69Q: 3 clusters Score -533051.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -533052.812500 Penalty: 2920.717285
	Iteration 70Q: 3 clusters Score -533052.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -533053.812500 Penalty: 2920.717285
	Iteration 71Q: 3 clusters Score -533053.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -533054.375000 Penalty: 2920.717285
	Iteration 72Q: 3 clusters Score -533054.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -533055.937500 Penalty: 2920.717285
	Iteration 73Q: 3 clusters Score -533055.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -533055.562500 Penalty: 2920.717285
	Iteration 74Q: 3 clusters Score -533055.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -533055.562500 Penalty: 2920.717285
	Iteration 75Q: 3 clusters Score -533055.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -533055.875000 Penalty: 2920.717285
	Iteration 76Q: 3 clusters Score -533055.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -533055.875000 Penalty: 2920.717285
	Iteration 77F: 3 clusters Score -533055.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Entering Unmasked Estep 
Score: -430156.156250 Penalty: 1437.228027
	Iteration 0F: 2 clusters Score -430156.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -424875.312500 Penalty: 2874.456055
	Iteration 0F: 3 clusters Score -424875.3 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -426477.156250 Penalty: 2874.456055
	Iteration 1F: 3 clusters Score -426477.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -426700.843750 Penalty: 2874.456055
	Iteration 2F: 3 clusters Score -426700.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -426907.687500 Penalty: 2874.456055
	Iteration 3F: 3 clusters Score -426907.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -427090.125000 Penalty: 2874.456055
	Iteration 4Q: 3 clusters Score -427090.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -427257.687500 Penalty: 2874.456055
	Iteration 5Q: 3 clusters Score -427257.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -427414.468750 Penalty: 2874.456055
	Iteration 6Q: 3 clusters Score -427414.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -427565.156250 Penalty: 2874.456055
	Iteration 7Q: 3 clusters Score -427565.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -427699.187500 Penalty: 2874.456055
	Iteration 8Q: 3 clusters Score -427699.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -427852.156250 Penalty: 2874.456055
	Iteration 9Q: 3 clusters Score -427852.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -428027.468750 Penalty: 2874.456055
	Iteration 10Q: 3 clusters Score -428027.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -428195.875000 Penalty: 2874.456055
	Iteration 11Q: 3 clusters Score -428195.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -428332.687500 Penalty: 2874.456055
	Iteration 12Q: 3 clusters Score -428332.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -428450.312500 Penalty: 2874.456055
	Iteration 13Q: 3 clusters Score -428450.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -428563.062500 Penalty: 2874.456055
	Iteration 14Q: 3 clusters Score -428563.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -428651.656250 Penalty: 2874.456055
	Iteration 15Q: 3 clusters Score -428651.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -428741.312500 Penalty: 2874.456055
	Iteration 16Q: 3 clusters Score -428741.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -428809.718750 Penalty: 2874.456055
	Iteration 17Q: 3 clusters Score -428809.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -428875.375000 Penalty: 2874.456055
	Iteration 18Q: 3 clusters Score -428875.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -428921.000000 Penalty: 2874.456055
	Iteration 19Q: 3 clusters Score -428921 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -428953.156250 Penalty: 2874.456055
	Iteration 20F: 3 clusters Score -428953.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -428980.281250 Penalty: 2874.456055
	Iteration 21Q: 3 clusters Score -428980.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -429009.156250 Penalty: 2874.456055
	Iteration 22Q: 3 clusters Score -429009.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -429032.593750 Penalty: 2874.456055
	Iteration 23Q: 3 clusters Score -429032.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -429053.343750 Penalty: 2874.456055
	Iteration 24Q: 3 clusters Score -429053.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -429071.187500 Penalty: 2874.456055
	Iteration 25Q: 3 clusters Score -429071.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -429088.937500 Penalty: 2874.456055
	Iteration 26Q: 3 clusters Score -429088.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -429104.156250 Penalty: 2874.456055
	Iteration 27Q: 3 clusters Score -429104.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -429118.093750 Penalty: 2874.456055
	Iteration 28Q: 3 clusters Score -429118.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -429128.531250 Penalty: 2874.456055
	Iteration 29Q: 3 clusters Score -429128.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -429135.937500 Penalty: 2874.456055
	Iteration 30Q: 3 clusters Score -429135.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -429143.406250 Penalty: 2874.456055
	Iteration 31Q: 3 clusters Score -429143.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -429150.437500 Penalty: 2874.456055
	Iteration 32Q: 3 clusters Score -429150.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -429153.937500 Penalty: 2874.456055
	Iteration 33Q: 3 clusters Score -429153.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -429156.687500 Penalty: 2874.456055
	Iteration 34Q: 3 clusters Score -429156.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -429158.687500 Penalty: 2874.456055
	Iteration 35Q: 3 clusters Score -429158.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -429161.250000 Penalty: 2874.456055
	Iteration 36Q: 3 clusters Score -429161.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -429162.250000 Penalty: 2874.456055
	Iteration 37Q: 3 clusters Score -429162.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -429162.468750 Penalty: 2874.456055
	Iteration 38Q: 3 clusters Score -429162.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -429163.218750 Penalty: 2874.456055
	Iteration 39Q: 3 clusters Score -429163.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -429165.562500 Penalty: 2874.456055
	Iteration 40F: 3 clusters Score -429165.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -429165.687500 Penalty: 2874.456055
	Iteration 41Q: 3 clusters Score -429165.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -429167.843750 Penalty: 2874.456055
	Iteration 42Q: 3 clusters Score -429167.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -429168.531250 Penalty: 2874.456055
	Iteration 43Q: 3 clusters Score -429168.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -429170.093750 Penalty: 2874.456055
	Iteration 44Q: 3 clusters Score -429170.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -429169.562500 Penalty: 2874.456055
	Iteration 45Q: 3 clusters Score -429169.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -429170.250000 Penalty: 2874.456055
	Iteration 46Q: 3 clusters Score -429170.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -429170.875000 Penalty: 2874.456055
	Iteration 47Q: 3 clusters Score -429170.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -429171.468750 Penalty: 2874.456055
	Iteration 48Q: 3 clusters Score -429171.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -429171.968750 Penalty: 2874.456055
	Iteration 49Q: 3 clusters Score -429172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -429172.093750 Penalty: 2874.456055
	Iteration 50Q: 3 clusters Score -429172.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -429172.093750 Penalty: 2874.456055
	Iteration 51F: 3 clusters Score -429172.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Entering Unmasked Estep 
Score: -433462.218750 Penalty: 1438.627808
	Iteration 0F: 2 clusters Score -433462.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -428155.281250 Penalty: 2877.255615
	Iteration 0F: 3 clusters Score -428155.3 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -429809.843750 Penalty: 2877.255615
	Iteration 1F: 3 clusters Score -429809.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -430225.718750 Penalty: 2877.255615
	Iteration 2F: 3 clusters Score -430225.7 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -430718.437500 Penalty: 2877.255615
	Iteration 3F: 3 clusters Score -430718.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -431198.312500 Penalty: 2877.255615
	Iteration 4F: 3 clusters Score -431198.3 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -431630.218750 Penalty: 2877.255615
	Iteration 5F: 3 clusters Score -431630.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -432001.343750 Penalty: 2877.255615
	Iteration 6F: 3 clusters Score -432001.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -432287.593750 Penalty: 2877.255615
	Iteration 7F: 3 clusters Score -432287.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -432487.437500 Penalty: 2877.255615
	Iteration 8Q: 3 clusters Score -432487.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -432630.968750 Penalty: 2877.255615
	Iteration 9Q: 3 clusters Score -432631 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -432702.062500 Penalty: 2877.255615
	Iteration 10Q: 3 clusters Score -432702.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -432736.781250 Penalty: 2877.255615
	Iteration 11Q: 3 clusters Score -432736.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -432768.687500 Penalty: 2877.255615
	Iteration 12Q: 3 clusters Score -432768.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -432800.250000 Penalty: 2877.255615
	Iteration 13Q: 3 clusters Score -432800.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -432823.406250 Penalty: 2877.255615
	Iteration 14Q: 3 clusters Score -432823.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -432841.968750 Penalty: 2877.255615
	Iteration 15Q: 3 clusters Score -432842 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -432862.000000 Penalty: 2877.255615
	Iteration 16Q: 3 clusters Score -432862 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -432879.687500 Penalty: 2877.255615
	Iteration 17Q: 3 clusters Score -432879.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -432906.250000 Penalty: 2877.255615
	Iteration 18Q: 3 clusters Score -432906.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -432924.000000 Penalty: 2877.255615
	Iteration 19Q: 3 clusters Score -432924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -432947.843750 Penalty: 2877.255615
	Iteration 20F: 3 clusters Score -432947.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -432973.531250 Penalty: 2877.255615
	Iteration 21Q: 3 clusters Score -432973.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -432995.093750 Penalty: 2877.255615
	Iteration 22Q: 3 clusters Score -432995.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -433015.218750 Penalty: 2877.255615
	Iteration 23Q: 3 clusters Score -433015.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -433025.937500 Penalty: 2877.255615
	Iteration 24Q: 3 clusters Score -433025.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -433031.656250 Penalty: 2877.255615
	Iteration 25Q: 3 clusters Score -433031.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -433034.593750 Penalty: 2877.255615
	Iteration 26Q: 3 clusters Score -433034.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -433037.531250 Penalty: 2877.255615
	Iteration 27Q: 3 clusters Score -433037.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -433037.500000 Penalty: 2877.255615
	Iteration 28Q: 3 clusters Score -433037.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -433038.656250 Penalty: 2877.255615
	Iteration 29Q: 3 clusters Score -433038.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -433039.000000 Penalty: 2877.255615
	Iteration 30Q: 3 clusters Score -433039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -433039.000000 Penalty: 2877.255615
	Iteration 31F: 3 clusters Score -433039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Entering Unmasked Estep 
Score: -433269.375000 Penalty: 1438.790161
	Iteration 0F: 2 clusters Score -433269.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -428017.281250 Penalty: 2877.580322
	Iteration 0F: 3 clusters Score -428017.3 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -429666.156250 Penalty: 2877.580322
	Iteration 1F: 3 clusters Score -429666.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -429909.281250 Penalty: 2877.580322
	Iteration 2F: 3 clusters Score -429909.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -430091.968750 Penalty: 2877.580322
	Iteration 3F: 3 clusters Score -430092 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -430272.312500 Penalty: 2877.580322
	Iteration 4Q: 3 clusters Score -430272.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -430462.156250 Penalty: 2877.580322
	Iteration 5Q: 3 clusters Score -430462.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -430642.468750 Penalty: 2877.580322
	Iteration 6Q: 3 clusters Score -430642.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -430824.531250 Penalty: 2877.580322
	Iteration 7Q: 3 clusters Score -430824.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -430991.750000 Penalty: 2877.580322
	Iteration 8Q: 3 clusters Score -430991.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -431155.031250 Penalty: 2877.580322
	Iteration 9Q: 3 clusters Score -431155 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -431297.031250 Penalty: 2877.580322
	Iteration 10Q: 3 clusters Score -431297 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -431410.656250 Penalty: 2877.580322
	Iteration 11Q: 3 clusters Score -431410.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -431509.375000 Penalty: 2877.580322
	Iteration 12Q: 3 clusters Score -431509.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -431615.281250 Penalty: 2877.580322
	Iteration 13Q: 3 clusters Score -431615.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -431701.062500 Penalty: 2877.580322
	Iteration 14Q: 3 clusters Score -431701.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -431774.562500 Penalty: 2877.580322
	Iteration 15Q: 3 clusters Score -431774.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -431846.375000 Penalty: 2877.580322
	Iteration 16Q: 3 clusters Score -431846.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -431888.375000 Penalty: 2877.580322
	Iteration 17Q: 3 clusters Score -431888.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -431924.750000 Penalty: 2877.580322
	Iteration 18Q: 3 clusters Score -431924.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -431957.000000 Penalty: 2877.580322
	Iteration 19Q: 3 clusters Score -431957 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -431993.968750 Penalty: 2877.580322
	Iteration 20F: 3 clusters Score -431994 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -432038.562500 Penalty: 2877.580322
	Iteration 21Q: 3 clusters Score -432038.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -432079.750000 Penalty: 2877.580322
	Iteration 22Q: 3 clusters Score -432079.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -432123.468750 Penalty: 2877.580322
	Iteration 23Q: 3 clusters Score -432123.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -432167.187500 Penalty: 2877.580322
	Iteration 24Q: 3 clusters Score -432167.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -432195.937500 Penalty: 2877.580322
	Iteration 25Q: 3 clusters Score -432195.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -432220.343750 Penalty: 2877.580322
	Iteration 26Q: 3 clusters Score -432220.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -432232.812500 Penalty: 2877.580322
	Iteration 27Q: 3 clusters Score -432232.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -432241.375000 Penalty: 2877.580322
	Iteration 28Q: 3 clusters Score -432241.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -432249.093750 Penalty: 2877.580322
	Iteration 29Q: 3 clusters Score -432249.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -432255.093750 Penalty: 2877.580322
	Iteration 30Q: 3 clusters Score -432255.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -432258.875000 Penalty: 2877.580322
	Iteration 31Q: 3 clusters Score -432258.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -432259.000000 Penalty: 2877.580322
	Iteration 32Q: 3 clusters Score -432259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -432260.750000 Penalty: 2877.580322
	Iteration 33Q: 3 clusters Score -432260.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -432261.625000 Penalty: 2877.580322
	Iteration 34Q: 3 clusters Score -432261.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -432263.250000 Penalty: 2877.580322
	Iteration 35Q: 3 clusters Score -432263.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -432263.687500 Penalty: 2877.580322
	Iteration 36Q: 3 clusters Score -432263.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -432263.625000 Penalty: 2877.580322
	Iteration 37Q: 3 clusters Score -432263.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -432263.625000 Penalty: 2877.580322
	Iteration 38F: 3 clusters Score -432263.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Entering Unmasked Estep 
Score: -1041506.875000 Penalty: 1584.429688
	Iteration 0F: 2 clusters Score -1041507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1029788.437500 Penalty: 3168.859375
	Iteration 0F: 3 clusters Score -1029788 nChanged 7654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1034161.562500 Penalty: 3168.859375
	Iteration 1F: 3 clusters Score -1034162 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1034880.687500 Penalty: 3168.859375
	Iteration 2F: 3 clusters Score -1034881 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1035783.312500 Penalty: 3168.859375
	Iteration 3F: 3 clusters Score -1035783 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1036809.187500 Penalty: 3168.859375
	Iteration 4F: 3 clusters Score -1036809 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1037814.062500 Penalty: 3168.859375
	Iteration 5F: 3 clusters Score -1037814 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1038757.687500 Penalty: 3168.859375
	Iteration 6F: 3 clusters Score -1038758 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1039531.812500 Penalty: 3168.859375
	Iteration 7Q: 3 clusters Score -1039532 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1040024.500000 Penalty: 3168.859375
	Iteration 8Q: 3 clusters Score -1040024 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1040345.687500 Penalty: 3168.859375
	Iteration 9Q: 3 clusters Score -1040346 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1040506.312500 Penalty: 3168.859375
	Iteration 10Q: 3 clusters Score -1040506 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1040605.750000 Penalty: 3168.859375
	Iteration 11Q: 3 clusters Score -1040606 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1040672.937500 Penalty: 3168.859375
	Iteration 12Q: 3 clusters Score -1040673 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1040718.500000 Penalty: 3168.859375
	Iteration 13Q: 3 clusters Score -1040718 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1040751.687500 Penalty: 3168.859375
	Iteration 14Q: 3 clusters Score -1040752 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1040766.312500 Penalty: 3168.859375
	Iteration 15Q: 3 clusters Score -1040766 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1040776.250000 Penalty: 3168.859375
	Iteration 16Q: 3 clusters Score -1040776 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1040787.750000 Penalty: 3168.859375
	Iteration 17Q: 3 clusters Score -1040788 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1040798.375000 Penalty: 3168.859375
	Iteration 18Q: 3 clusters Score -1040798 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1040806.250000 Penalty: 3168.859375
	Iteration 19Q: 3 clusters Score -1040806 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1040815.562500 Penalty: 3168.859375
	Iteration 20F: 3 clusters Score -1040816 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1040820.750000 Penalty: 3168.859375
	Iteration 21Q: 3 clusters Score -1040821 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1040831.875000 Penalty: 3168.859375
	Iteration 22Q: 3 clusters Score -1040832 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1040841.000000 Penalty: 3168.859375
	Iteration 23Q: 3 clusters Score -1040841 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1040848.437500 Penalty: 3168.859375
	Iteration 24Q: 3 clusters Score -1040848 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1040854.687500 Penalty: 3168.859375
	Iteration 25Q: 3 clusters Score -1040855 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1040865.125000 Penalty: 3168.859375
	Iteration 26Q: 3 clusters Score -1040865 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1040877.625000 Penalty: 3168.859375
	Iteration 27Q: 3 clusters Score -1040878 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1040885.812500 Penalty: 3168.859375
	Iteration 28Q: 3 clusters Score -1040886 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1040901.062500 Penalty: 3168.859375
	Iteration 29Q: 3 clusters Score -1040901 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1040906.625000 Penalty: 3168.859375
	Iteration 30Q: 3 clusters Score -1040907 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1040911.312500 Penalty: 3168.859375
	Iteration 31Q: 3 clusters Score -1040911 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1040920.375000 Penalty: 3168.859375
	Iteration 32Q: 3 clusters Score -1040920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1040929.875000 Penalty: 3168.859375
	Iteration 33Q: 3 clusters Score -1040930 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1040937.312500 Penalty: 3168.859375
	Iteration 34Q: 3 clusters Score -1040937 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1040945.312500 Penalty: 3168.859375
	Iteration 35Q: 3 clusters Score -1040945 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1040956.812500 Penalty: 3168.859375
	Iteration 36Q: 3 clusters Score -1040957 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1040966.437500 Penalty: 3168.859375
	Iteration 37Q: 3 clusters Score -1040966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1040971.687500 Penalty: 3168.859375
	Iteration 38Q: 3 clusters Score -1040972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1040975.937500 Penalty: 3168.859375
	Iteration 39Q: 3 clusters Score -1040976 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1040988.875000 Penalty: 3168.859375
	Iteration 40F: 3 clusters Score -1040989 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1041003.250000 Penalty: 3168.859375
	Iteration 41Q: 3 clusters Score -1041003 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1041015.187500 Penalty: 3168.859375
	Iteration 42Q: 3 clusters Score -1041015 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1041029.437500 Penalty: 3168.859375
	Iteration 43Q: 3 clusters Score -1041029 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1041044.125000 Penalty: 3168.859375
	Iteration 44Q: 3 clusters Score -1041044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1041043.750000 Penalty: 3168.859375
	Iteration 45Q: 3 clusters Score -1041044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1041050.375000 Penalty: 3168.859375
	Iteration 46Q: 3 clusters Score -1041050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1041059.187500 Penalty: 3168.859375
	Iteration 47Q: 3 clusters Score -1041059 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1041066.187500 Penalty: 3168.859375
	Iteration 48Q: 3 clusters Score -1041066 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1041071.937500 Penalty: 3168.859375
	Iteration 49Q: 3 clusters Score -1041072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1041072.750000 Penalty: 3168.859375
	Iteration 50Q: 3 clusters Score -1041073 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1041076.750000 Penalty: 3168.859375
	Iteration 51Q: 3 clusters Score -1041077 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1041081.937500 Penalty: 3168.859375
	Iteration 52Q: 3 clusters Score -1041082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1041083.062500 Penalty: 3168.859375
	Iteration 53Q: 3 clusters Score -1041083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1041085.937500 Penalty: 3168.859375
	Iteration 54Q: 3 clusters Score -1041086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1041090.812500 Penalty: 3168.859375
	Iteration 55Q: 3 clusters Score -1041091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1041097.625000 Penalty: 3168.859375
	Iteration 56Q: 3 clusters Score -1041098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1041096.687500 Penalty: 3168.859375
	Iteration 57Q: 3 clusters Score -1041097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1041098.250000 Penalty: 3168.859375
	Iteration 58Q: 3 clusters Score -1041098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1041102.937500 Penalty: 3168.859375
	Iteration 59Q: 3 clusters Score -1041103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1041102.375000 Penalty: 3168.859375
	Iteration 60F: 3 clusters Score -1041102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1041102.437500 Penalty: 3168.859375
	Iteration 61Q: 3 clusters Score -1041102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1041108.812500 Penalty: 3168.859375
	Iteration 62Q: 3 clusters Score -1041109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1041108.062500 Penalty: 3168.859375
	Iteration 63Q: 3 clusters Score -1041108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1041111.562500 Penalty: 3168.859375
	Iteration 64Q: 3 clusters Score -1041112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1041114.375000 Penalty: 3168.859375
	Iteration 65Q: 3 clusters Score -1041114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1041120.312500 Penalty: 3168.859375
	Iteration 66Q: 3 clusters Score -1041120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1041122.437500 Penalty: 3168.859375
	Iteration 67Q: 3 clusters Score -1041122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1041129.312500 Penalty: 3168.859375
	Iteration 68Q: 3 clusters Score -1041129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1041132.687500 Penalty: 3168.859375
	Iteration 69Q: 3 clusters Score -1041133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1041136.000000 Penalty: 3168.859375
	Iteration 70Q: 3 clusters Score -1041136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1041135.812500 Penalty: 3168.859375
	Iteration 71Q: 3 clusters Score -1041136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1041137.625000 Penalty: 3168.859375
	Iteration 72Q: 3 clusters Score -1041138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1041138.687500 Penalty: 3168.859375
	Iteration 73Q: 3 clusters Score -1041139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1041138.625000 Penalty: 3168.859375
	Iteration 74Q: 3 clusters Score -1041139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1041140.562500 Penalty: 3168.859375
	Iteration 75Q: 3 clusters Score -1041141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1041140.812500 Penalty: 3168.859375
	Iteration 76Q: 3 clusters Score -1041141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1041139.625000 Penalty: 3168.859375
	Iteration 77Q: 3 clusters Score -1041140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1041141.000000 Penalty: 3168.859375
	Iteration 78Q: 3 clusters Score -1041141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1041140.187500 Penalty: 3168.859375
	Iteration 79Q: 3 clusters Score -1041140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1041140.187500 Penalty: 3168.859375
	Iteration 80F: 3 clusters Score -1041140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (482913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482913 members 
Entering Unmasked Estep 
Score: -30584474.000000 Penalty: 2126.733643
	Iteration 0F: 2 clusters Score -3.058447e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241650 members 
Mstep: Class 2 contains 241263 members 
Entering Unmasked Estep 
Score: -30259098.000000 Penalty: 4253.467285
	Iteration 0F: 3 clusters Score -3.02591e+07 nChanged 236211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243595 members 
Mstep: Class 2 contains 239318 members 
Entering Unmasked Estep 
Score: -30400592.000000 Penalty: 4253.467285
	Iteration 1F: 3 clusters Score -3.040059e+07 nChanged 10232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245841 members 
Mstep: Class 2 contains 237072 members 
Entering Unmasked Estep 
Score: -30402390.000000 Penalty: 4253.467285
	Iteration 2Q: 3 clusters Score -3.040239e+07 nChanged 11264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249483 members 
Mstep: Class 2 contains 233430 members 
Entering Unmasked Estep 
Score: -30404522.000000 Penalty: 4253.467285
	Iteration 3Q: 3 clusters Score -3.040452e+07 nChanged 13082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255633 members 
Mstep: Class 2 contains 227280 members 
Entering Unmasked Estep 
Score: -30407520.000000 Penalty: 4253.467285
	Iteration 4Q: 3 clusters Score -3.040752e+07 nChanged 16312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265505 members 
Mstep: Class 2 contains 217408 members 
Entering Unmasked Estep 
Score: -30412512.000000 Penalty: 4253.467285
	Iteration 5Q: 3 clusters Score -3.041251e+07 nChanged 21324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281015 members 
Mstep: Class 2 contains 201898 members 
Entering Unmasked Estep 
Score: -30421716.000000 Penalty: 4253.467285
	Iteration 6Q: 3 clusters Score -3.042172e+07 nChanged 28378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304369 members 
Mstep: Class 2 contains 178544 members 
Entering Unmasked Estep 
Score: -30438780.000000 Penalty: 4253.467285
	Iteration 7F: 3 clusters Score -3.043878e+07 nChanged 35555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335406 members 
Mstep: Class 2 contains 147507 members 
Entering Unmasked Estep 
Score: -30465624.000000 Penalty: 4253.467285
	Iteration 8F: 3 clusters Score -3.046562e+07 nChanged 38136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369454 members 
Mstep: Class 2 contains 113459 members 
Entering Unmasked Estep 
Score: -30499948.000000 Penalty: 4253.467285
	Iteration 9F: 3 clusters Score -3.049995e+07 nChanged 31606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396798 members 
Mstep: Class 2 contains 86115 members 
Entering Unmasked Estep 
Score: -30530890.000000 Penalty: 4253.467285
	Iteration 10F: 3 clusters Score -3.053089e+07 nChanged 21367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413525 members 
Mstep: Class 2 contains 69388 members 
Entering Unmasked Estep 
Score: -30551196.000000 Penalty: 4253.467285
	Iteration 11Q: 3 clusters Score -3.05512e+07 nChanged 13437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422746 members 
Mstep: Class 2 contains 60167 members 
Entering Unmasked Estep 
Score: -30561258.000000 Penalty: 4253.467285
	Iteration 12Q: 3 clusters Score -3.056126e+07 nChanged 8341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428965 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -30566302.000000 Penalty: 4253.467285
	Iteration 13Q: 3 clusters Score -3.05663e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433938 members 
Mstep: Class 2 contains 48975 members 
Entering Unmasked Estep 
Score: -30569352.000000 Penalty: 4253.467285
	Iteration 14Q: 3 clusters Score -3.056935e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438141 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -30571332.000000 Penalty: 4253.467285
	Iteration 15Q: 3 clusters Score -3.057133e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441822 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -30572964.000000 Penalty: 4253.467285
	Iteration 16Q: 3 clusters Score -3.057296e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445082 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -30574074.000000 Penalty: 4253.467285
	Iteration 17Q: 3 clusters Score -3.057407e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448150 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -30575136.000000 Penalty: 4253.467285
	Iteration 18Q: 3 clusters Score -3.057514e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451010 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -30576152.000000 Penalty: 4253.467285
	Iteration 19Q: 3 clusters Score -3.057615e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453610 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -30577142.000000 Penalty: 4253.467285
	Iteration 20F: 3 clusters Score -3.057714e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456081 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -30577766.000000 Penalty: 4253.467285
	Iteration 21Q: 3 clusters Score -3.057777e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458303 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -30578478.000000 Penalty: 4253.467285
	Iteration 22Q: 3 clusters Score -3.057848e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460386 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -30579060.000000 Penalty: 4253.467285
	Iteration 23Q: 3 clusters Score -3.057906e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462338 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -30579454.000000 Penalty: 4253.467285
	Iteration 24Q: 3 clusters Score -3.057945e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464187 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -30579986.000000 Penalty: 4253.467285
	Iteration 25Q: 3 clusters Score -3.057999e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465833 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -30580556.000000 Penalty: 4253.467285
	Iteration 26Q: 3 clusters Score -3.058056e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467295 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -30581004.000000 Penalty: 4253.467285
	Iteration 27Q: 3 clusters Score -3.0581e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468619 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -30581310.000000 Penalty: 4253.467285
	Iteration 28Q: 3 clusters Score -3.058131e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469781 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -30581568.000000 Penalty: 4253.467285
	Iteration 29Q: 3 clusters Score -3.058157e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470865 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -30581814.000000 Penalty: 4253.467285
	Iteration 30Q: 3 clusters Score -3.058181e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471813 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -30582048.000000 Penalty: 4253.467285
	Iteration 31Q: 3 clusters Score -3.058205e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472681 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -30582236.000000 Penalty: 4253.467285
	Iteration 32Q: 3 clusters Score -3.058224e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473432 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -30582514.000000 Penalty: 4253.467285
	Iteration 33Q: 3 clusters Score -3.058251e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474108 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -30582664.000000 Penalty: 4253.467285
	Iteration 34Q: 3 clusters Score -3.058266e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474730 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -30582772.000000 Penalty: 4253.467285
	Iteration 35Q: 3 clusters Score -3.058277e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475308 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -30582850.000000 Penalty: 4253.467285
	Iteration 36Q: 3 clusters Score -3.058285e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475775 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -30582920.000000 Penalty: 4253.467285
	Iteration 37Q: 3 clusters Score -3.058292e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476147 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -30582984.000000 Penalty: 4253.467285
	Iteration 38Q: 3 clusters Score -3.058298e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476448 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -30583068.000000 Penalty: 4253.467285
	Iteration 39Q: 3 clusters Score -3.058307e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476719 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -30583206.000000 Penalty: 4253.467285
	Iteration 40F: 3 clusters Score -3.058321e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476956 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -30583162.000000 Penalty: 4253.467285
	Iteration 41Q: 3 clusters Score -3.058316e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477142 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -30583146.000000 Penalty: 4253.467285
	Iteration 42Q: 3 clusters Score -3.058315e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477317 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -30583212.000000 Penalty: 4253.467285
	Iteration 43Q: 3 clusters Score -3.058321e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477492 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -30583232.000000 Penalty: 4253.467285
	Iteration 44Q: 3 clusters Score -3.058323e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477648 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -30583328.000000 Penalty: 4253.467285
	Iteration 45Q: 3 clusters Score -3.058333e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477769 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -30583330.000000 Penalty: 4253.467285
	Iteration 46Q: 3 clusters Score -3.058333e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477873 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -30583354.000000 Penalty: 4253.467285
	Iteration 47Q: 3 clusters Score -3.058335e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477970 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -30583360.000000 Penalty: 4253.467285
	Iteration 48Q: 3 clusters Score -3.058336e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478062 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -30583384.000000 Penalty: 4253.467285
	Iteration 49Q: 3 clusters Score -3.058338e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478149 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -30583412.000000 Penalty: 4253.467285
	Iteration 50Q: 3 clusters Score -3.058341e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478227 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -30583424.000000 Penalty: 4253.467285
	Iteration 51Q: 3 clusters Score -3.058342e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478300 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -30583394.000000 Penalty: 4253.467285
	Iteration 52Q: 3 clusters Score -3.058339e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478360 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -30583360.000000 Penalty: 4253.467285
	Iteration 53Q: 3 clusters Score -3.058336e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478415 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -30583398.000000 Penalty: 4253.467285
	Iteration 54Q: 3 clusters Score -3.05834e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478463 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -30583420.000000 Penalty: 4253.467285
	Iteration 55Q: 3 clusters Score -3.058342e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478504 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -30583454.000000 Penalty: 4253.467285
	Iteration 56Q: 3 clusters Score -3.058345e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478552 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -30583448.000000 Penalty: 4253.467285
	Iteration 57Q: 3 clusters Score -3.058345e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478602 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -30583466.000000 Penalty: 4253.467285
	Iteration 58Q: 3 clusters Score -3.058347e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478647 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -30583454.000000 Penalty: 4253.467285
	Iteration 59Q: 3 clusters Score -3.058345e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478676 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -30583414.000000 Penalty: 4253.467285
	Iteration 60F: 3 clusters Score -3.058341e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478719 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -30583416.000000 Penalty: 4253.467285
	Iteration 61Q: 3 clusters Score -3.058342e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478758 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -30583462.000000 Penalty: 4253.467285
	Iteration 62Q: 3 clusters Score -3.058346e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478794 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -30583464.000000 Penalty: 4253.467285
	Iteration 63Q: 3 clusters Score -3.058346e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478833 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -30583438.000000 Penalty: 4253.467285
	Iteration 64Q: 3 clusters Score -3.058344e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478865 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -30583442.000000 Penalty: 4253.467285
	Iteration 65Q: 3 clusters Score -3.058344e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478892 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -30583450.000000 Penalty: 4253.467285
	Iteration 66Q: 3 clusters Score -3.058345e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478918 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -30583458.000000 Penalty: 4253.467285
	Iteration 67Q: 3 clusters Score -3.058346e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478954 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -30583496.000000 Penalty: 4253.467285
	Iteration 68Q: 3 clusters Score -3.05835e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478989 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -30583508.000000 Penalty: 4253.467285
	Iteration 69Q: 3 clusters Score -3.058351e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479018 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -30583538.000000 Penalty: 4253.467285
	Iteration 70Q: 3 clusters Score -3.058354e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479033 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -30583524.000000 Penalty: 4253.467285
	Iteration 71Q: 3 clusters Score -3.058352e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479062 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -30583546.000000 Penalty: 4253.467285
	Iteration 72Q: 3 clusters Score -3.058355e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479092 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -30583540.000000 Penalty: 4253.467285
	Iteration 73Q: 3 clusters Score -3.058354e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479122 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -30583530.000000 Penalty: 4253.467285
	Iteration 74Q: 3 clusters Score -3.058353e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479138 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -30583532.000000 Penalty: 4253.467285
	Iteration 75Q: 3 clusters Score -3.058353e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479159 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -30583524.000000 Penalty: 4253.467285
	Iteration 76Q: 3 clusters Score -3.058352e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479189 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -30583564.000000 Penalty: 4253.467285
	Iteration 77Q: 3 clusters Score -3.058356e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479205 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -30583580.000000 Penalty: 4253.467285
	Iteration 78Q: 3 clusters Score -3.058358e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479222 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -30583582.000000 Penalty: 4253.467285
	Iteration 79Q: 3 clusters Score -3.058358e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479226 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -30583580.000000 Penalty: 4253.467285
	Iteration 80F: 3 clusters Score -3.058358e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479229 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -30583566.000000 Penalty: 4253.467285
	Iteration 81Q: 3 clusters Score -3.058357e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479239 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -30583580.000000 Penalty: 4253.467285
	Iteration 82Q: 3 clusters Score -3.058358e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479254 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -30583618.000000 Penalty: 4253.467285
	Iteration 83Q: 3 clusters Score -3.058362e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479272 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -30583654.000000 Penalty: 4253.467285
	Iteration 84Q: 3 clusters Score -3.058365e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479284 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -30583694.000000 Penalty: 4253.467285
	Iteration 85Q: 3 clusters Score -3.058369e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479306 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -30583734.000000 Penalty: 4253.467285
	Iteration 86Q: 3 clusters Score -3.058373e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479333 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -30583812.000000 Penalty: 4253.467285
	Iteration 87Q: 3 clusters Score -3.058381e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479356 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -30583858.000000 Penalty: 4253.467285
	Iteration 88Q: 3 clusters Score -3.058386e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479386 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -30583874.000000 Penalty: 4253.467285
	Iteration 89Q: 3 clusters Score -3.058387e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479406 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -30583874.000000 Penalty: 4253.467285
	Iteration 90Q: 3 clusters Score -3.058387e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479418 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -30583952.000000 Penalty: 4253.467285
	Iteration 91Q: 3 clusters Score -3.058395e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479435 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -30583934.000000 Penalty: 4253.467285
	Iteration 92Q: 3 clusters Score -3.058393e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479447 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -30583962.000000 Penalty: 4253.467285
	Iteration 93Q: 3 clusters Score -3.058396e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479460 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -30584020.000000 Penalty: 4253.467285
	Iteration 94Q: 3 clusters Score -3.058402e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479472 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -30584040.000000 Penalty: 4253.467285
	Iteration 95Q: 3 clusters Score -3.058404e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479482 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -30584040.000000 Penalty: 4253.467285
	Iteration 96Q: 3 clusters Score -3.058404e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479478 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -30584022.000000 Penalty: 4253.467285
	Iteration 97Q: 3 clusters Score -3.058402e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479474 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -30584046.000000 Penalty: 4253.467285
	Iteration 98Q: 3 clusters Score -3.058405e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479472 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -30584062.000000 Penalty: 4253.467285
	Iteration 99Q: 3 clusters Score -3.058406e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479484 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -30584066.000000 Penalty: 4253.467285
	Iteration 100F: 3 clusters Score -3.058407e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479497 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -30584082.000000 Penalty: 4253.467285
	Iteration 101Q: 3 clusters Score -3.058408e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479517 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -30584110.000000 Penalty: 4253.467285
	Iteration 102Q: 3 clusters Score -3.058411e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479532 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -30584130.000000 Penalty: 4253.467285
	Iteration 103Q: 3 clusters Score -3.058413e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479538 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -30584110.000000 Penalty: 4253.467285
	Iteration 104Q: 3 clusters Score -3.058411e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479536 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -30584122.000000 Penalty: 4253.467285
	Iteration 105Q: 3 clusters Score -3.058412e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479533 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -30584126.000000 Penalty: 4253.467285
	Iteration 106Q: 3 clusters Score -3.058413e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479529 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -30584132.000000 Penalty: 4253.467285
	Iteration 107Q: 3 clusters Score -3.058413e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479537 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -30584118.000000 Penalty: 4253.467285
	Iteration 108Q: 3 clusters Score -3.058412e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479543 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -30584110.000000 Penalty: 4253.467285
	Iteration 109Q: 3 clusters Score -3.058411e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479556 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -30584114.000000 Penalty: 4253.467285
	Iteration 110Q: 3 clusters Score -3.058411e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479566 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -30584116.000000 Penalty: 4253.467285
	Iteration 111Q: 3 clusters Score -3.058412e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479575 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -30584102.000000 Penalty: 4253.467285
	Iteration 112Q: 3 clusters Score -3.05841e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479583 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -30584114.000000 Penalty: 4253.467285
	Iteration 113Q: 3 clusters Score -3.058411e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479594 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -30584126.000000 Penalty: 4253.467285
	Iteration 114Q: 3 clusters Score -3.058413e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479606 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -30584124.000000 Penalty: 4253.467285
	Iteration 115Q: 3 clusters Score -3.058412e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479609 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -30584136.000000 Penalty: 4253.467285
	Iteration 116Q: 3 clusters Score -3.058414e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479610 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -30584138.000000 Penalty: 4253.467285
	Iteration 117Q: 3 clusters Score -3.058414e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479603 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -30584144.000000 Penalty: 4253.467285
	Iteration 118Q: 3 clusters Score -3.058414e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479598 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -30584160.000000 Penalty: 4253.467285
	Iteration 119Q: 3 clusters Score -3.058416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479597 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -30584164.000000 Penalty: 4253.467285
	Iteration 120F: 3 clusters Score -3.058416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479599 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -30584160.000000 Penalty: 4253.467285
	Iteration 121Q: 3 clusters Score -3.058416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479601 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -30584170.000000 Penalty: 4253.467285
	Iteration 122Q: 3 clusters Score -3.058417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479604 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -30584168.000000 Penalty: 4253.467285
	Iteration 123Q: 3 clusters Score -3.058417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479602 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -30584152.000000 Penalty: 4253.467285
	Iteration 124Q: 3 clusters Score -3.058415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479599 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -30584150.000000 Penalty: 4253.467285
	Iteration 125Q: 3 clusters Score -3.058415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479600 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -30584136.000000 Penalty: 4253.467285
	Iteration 126Q: 3 clusters Score -3.058414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479601 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -30584136.000000 Penalty: 4253.467285
	Iteration 127Q: 3 clusters Score -3.058414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479600 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -30584142.000000 Penalty: 4253.467285
	Iteration 128Q: 3 clusters Score -3.058414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479600 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -30584160.000000 Penalty: 4253.467285
	Iteration 129Q: 3 clusters Score -3.058416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479601 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -30584160.000000 Penalty: 4253.467285
	Iteration 130Q: 3 clusters Score -3.058416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479604 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -30584156.000000 Penalty: 4253.467285
	Iteration 131Q: 3 clusters Score -3.058416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479606 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -30584144.000000 Penalty: 4253.467285
	Iteration 132Q: 3 clusters Score -3.058414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479609 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -30584160.000000 Penalty: 4253.467285
	Iteration 133Q: 3 clusters Score -3.058416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479607 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -30584150.000000 Penalty: 4253.467285
	Iteration 134Q: 3 clusters Score -3.058415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479609 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -30584140.000000 Penalty: 4253.467285
	Iteration 135Q: 3 clusters Score -3.058414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479610 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -30584156.000000 Penalty: 4253.467285
	Iteration 136Q: 3 clusters Score -3.058416e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479610 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -30584156.000000 Penalty: 4253.467285
	Iteration 137F: 3 clusters Score -3.058416e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (78277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78277 members 
Entering Unmasked Estep 
Score: -4910729.000000 Penalty: 1831.051514
	Iteration 0F: 2 clusters Score -4910729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -4858213.500000 Penalty: 3662.103027
	Iteration 0F: 3 clusters Score -4858214 nChanged 37280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -4879560.500000 Penalty: 3662.103027
	Iteration 1F: 3 clusters Score -4879560 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 37398 members 
Entering Unmasked Estep 
Score: -4880167.000000 Penalty: 3662.103027
	Iteration 2Q: 3 clusters Score -4880167 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -4880914.000000 Penalty: 3662.103027
	Iteration 3Q: 3 clusters Score -4880914 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -4881990.000000 Penalty: 3662.103027
	Iteration 4Q: 3 clusters Score -4881990 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -4883606.000000 Penalty: 3662.103027
	Iteration 5Q: 3 clusters Score -4883606 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45763 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -4885782.500000 Penalty: 3662.103027
	Iteration 6Q: 3 clusters Score -4885782 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48135 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -4888658.000000 Penalty: 3662.103027
	Iteration 7F: 3 clusters Score -4888658 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50999 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -4891728.000000 Penalty: 3662.103027
	Iteration 8F: 3 clusters Score -4891728 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54284 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -4894603.000000 Penalty: 3662.103027
	Iteration 9F: 3 clusters Score -4894603 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57818 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -4897298.000000 Penalty: 3662.103027
	Iteration 10F: 3 clusters Score -4897298 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61469 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -4899831.000000 Penalty: 3662.103027
	Iteration 11Q: 3 clusters Score -4899831 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64933 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -4902152.500000 Penalty: 3662.103027
	Iteration 12Q: 3 clusters Score -4902152 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68030 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -4904179.500000 Penalty: 3662.103027
	Iteration 13Q: 3 clusters Score -4904180 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70546 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -4905781.500000 Penalty: 3662.103027
	Iteration 14Q: 3 clusters Score -4905782 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72428 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -4906904.000000 Penalty: 3662.103027
	Iteration 15Q: 3 clusters Score -4906904 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73771 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -4907675.000000 Penalty: 3662.103027
	Iteration 16Q: 3 clusters Score -4907675 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74736 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -4908167.500000 Penalty: 3662.103027
	Iteration 17Q: 3 clusters Score -4908168 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75348 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -4908470.000000 Penalty: 3662.103027
	Iteration 18Q: 3 clusters Score -4908470 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75792 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -4908684.500000 Penalty: 3662.103027
	Iteration 19Q: 3 clusters Score -4908684 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76106 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -4908818.500000 Penalty: 3662.103027
	Iteration 20F: 3 clusters Score -4908818 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76349 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -4908937.500000 Penalty: 3662.103027
	Iteration 21Q: 3 clusters Score -4908938 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76542 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -4909030.000000 Penalty: 3662.103027
	Iteration 22Q: 3 clusters Score -4909030 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76682 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4909074.000000 Penalty: 3662.103027
	Iteration 23Q: 3 clusters Score -4909074 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76791 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4909107.000000 Penalty: 3662.103027
	Iteration 24Q: 3 clusters Score -4909107 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76874 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4909135.500000 Penalty: 3662.103027
	Iteration 25Q: 3 clusters Score -4909136 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76929 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4909154.500000 Penalty: 3662.103027
	Iteration 26Q: 3 clusters Score -4909154 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76969 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4909180.500000 Penalty: 3662.103027
	Iteration 27Q: 3 clusters Score -4909180 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76998 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4909186.500000 Penalty: 3662.103027
	Iteration 28Q: 3 clusters Score -4909186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77024 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4909204.500000 Penalty: 3662.103027
	Iteration 29Q: 3 clusters Score -4909204 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77043 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4909211.500000 Penalty: 3662.103027
	Iteration 30Q: 3 clusters Score -4909212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77057 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4909225.000000 Penalty: 3662.103027
	Iteration 31Q: 3 clusters Score -4909225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77063 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4909225.000000 Penalty: 3662.103027
	Iteration 32Q: 3 clusters Score -4909225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77073 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4909222.500000 Penalty: 3662.103027
	Iteration 33Q: 3 clusters Score -4909222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77082 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4909226.500000 Penalty: 3662.103027
	Iteration 34Q: 3 clusters Score -4909226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77098 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4909225.500000 Penalty: 3662.103027
	Iteration 35Q: 3 clusters Score -4909226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77113 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4909230.500000 Penalty: 3662.103027
	Iteration 36Q: 3 clusters Score -4909230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77124 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4909241.000000 Penalty: 3662.103027
	Iteration 37Q: 3 clusters Score -4909241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77131 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4909246.500000 Penalty: 3662.103027
	Iteration 38Q: 3 clusters Score -4909246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77144 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4909246.000000 Penalty: 3662.103027
	Iteration 39Q: 3 clusters Score -4909246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77162 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4909251.000000 Penalty: 3662.103027
	Iteration 40F: 3 clusters Score -4909251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77173 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4909250.000000 Penalty: 3662.103027
	Iteration 41Q: 3 clusters Score -4909250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77180 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4909252.000000 Penalty: 3662.103027
	Iteration 42Q: 3 clusters Score -4909252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77184 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4909251.000000 Penalty: 3662.103027
	Iteration 43Q: 3 clusters Score -4909251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77184 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4909248.500000 Penalty: 3662.103027
	Iteration 44Q: 3 clusters Score -4909248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77183 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4909246.000000 Penalty: 3662.103027
	Iteration 45Q: 3 clusters Score -4909246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77185 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4909251.000000 Penalty: 3662.103027
	Iteration 46Q: 3 clusters Score -4909251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77187 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4909252.500000 Penalty: 3662.103027
	Iteration 47Q: 3 clusters Score -4909252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77190 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4909256.000000 Penalty: 3662.103027
	Iteration 48Q: 3 clusters Score -4909256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77193 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -4909255.500000 Penalty: 3662.103027
	Iteration 49Q: 3 clusters Score -4909256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77196 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4909255.500000 Penalty: 3662.103027
	Iteration 50Q: 3 clusters Score -4909256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77198 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -4909257.500000 Penalty: 3662.103027
	Iteration 51Q: 3 clusters Score -4909258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77198 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -4909261.000000 Penalty: 3662.103027
	Iteration 52Q: 3 clusters Score -4909261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77202 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -4909263.000000 Penalty: 3662.103027
	Iteration 53Q: 3 clusters Score -4909263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77205 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4909264.500000 Penalty: 3662.103027
	Iteration 54Q: 3 clusters Score -4909264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77208 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4909266.500000 Penalty: 3662.103027
	Iteration 55Q: 3 clusters Score -4909266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77214 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4909266.000000 Penalty: 3662.103027
	Iteration 56Q: 3 clusters Score -4909266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77225 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4909271.000000 Penalty: 3662.103027
	Iteration 57Q: 3 clusters Score -4909271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77235 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -4909266.000000 Penalty: 3662.103027
	Iteration 58Q: 3 clusters Score -4909266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77247 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4909271.500000 Penalty: 3662.103027
	Iteration 59Q: 3 clusters Score -4909272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77258 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4909279.000000 Penalty: 3662.103027
	Iteration 60F: 3 clusters Score -4909279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77262 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4909279.500000 Penalty: 3662.103027
	Iteration 61Q: 3 clusters Score -4909280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77267 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4909281.500000 Penalty: 3662.103027
	Iteration 62Q: 3 clusters Score -4909282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77271 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4909278.000000 Penalty: 3662.103027
	Iteration 63Q: 3 clusters Score -4909278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77274 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4909281.500000 Penalty: 3662.103027
	Iteration 64Q: 3 clusters Score -4909282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77284 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4909297.000000 Penalty: 3662.103027
	Iteration 65Q: 3 clusters Score -4909297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77295 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4909296.500000 Penalty: 3662.103027
	Iteration 66Q: 3 clusters Score -4909296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77302 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4909304.500000 Penalty: 3662.103027
	Iteration 67Q: 3 clusters Score -4909304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77309 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4909304.500000 Penalty: 3662.103027
	Iteration 68Q: 3 clusters Score -4909304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77311 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4909303.000000 Penalty: 3662.103027
	Iteration 69Q: 3 clusters Score -4909303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77313 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4909305.000000 Penalty: 3662.103027
	Iteration 70Q: 3 clusters Score -4909305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77314 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4909307.000000 Penalty: 3662.103027
	Iteration 71Q: 3 clusters Score -4909307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77314 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4909309.000000 Penalty: 3662.103027
	Iteration 72Q: 3 clusters Score -4909309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77312 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4909306.500000 Penalty: 3662.103027
	Iteration 73Q: 3 clusters Score -4909306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77312 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4909310.500000 Penalty: 3662.103027
	Iteration 74Q: 3 clusters Score -4909310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77312 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4909310.500000 Penalty: 3662.103027
	Iteration 75F: 3 clusters Score -4909310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Entering Unmasked Estep 
Score: -177910.109375 Penalty: 1277.468018
	Iteration 0F: 2 clusters Score -177910.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -175406.625000 Penalty: 2554.936035
	Iteration 0F: 3 clusters Score -175406.6 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -175952.046875 Penalty: 2554.936035
	Iteration 1F: 3 clusters Score -175952 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -176062.265625 Penalty: 2554.936035
	Iteration 2F: 3 clusters Score -176062.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -176122.687500 Penalty: 2554.936035
	Iteration 3Q: 3 clusters Score -176122.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -176160.171875 Penalty: 2554.936035
	Iteration 4Q: 3 clusters Score -176160.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -176189.906250 Penalty: 2554.936035
	Iteration 5Q: 3 clusters Score -176189.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -176218.000000 Penalty: 2554.936035
	Iteration 6Q: 3 clusters Score -176218 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -176245.218750 Penalty: 2554.936035
	Iteration 7Q: 3 clusters Score -176245.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -176265.500000 Penalty: 2554.936035
	Iteration 8Q: 3 clusters Score -176265.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -176283.171875 Penalty: 2554.936035
	Iteration 9Q: 3 clusters Score -176283.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -176293.734375 Penalty: 2554.936035
	Iteration 10Q: 3 clusters Score -176293.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -176303.578125 Penalty: 2554.936035
	Iteration 11Q: 3 clusters Score -176303.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -176312.234375 Penalty: 2554.936035
	Iteration 12Q: 3 clusters Score -176312.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -176317.468750 Penalty: 2554.936035
	Iteration 13Q: 3 clusters Score -176317.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -176320.484375 Penalty: 2554.936035
	Iteration 14Q: 3 clusters Score -176320.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -176323.984375 Penalty: 2554.936035
	Iteration 15Q: 3 clusters Score -176324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -176325.546875 Penalty: 2554.936035
	Iteration 16Q: 3 clusters Score -176325.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -176325.687500 Penalty: 2554.936035
	Iteration 17Q: 3 clusters Score -176325.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -176326.828125 Penalty: 2554.936035
	Iteration 18Q: 3 clusters Score -176326.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -176327.609375 Penalty: 2554.936035
	Iteration 19Q: 3 clusters Score -176327.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -176328.234375 Penalty: 2554.936035
	Iteration 20F: 3 clusters Score -176328.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -176329.140625 Penalty: 2554.936035
	Iteration 21Q: 3 clusters Score -176329.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -176329.296875 Penalty: 2554.936035
	Iteration 22Q: 3 clusters Score -176329.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -176330.062500 Penalty: 2554.936035
	Iteration 23Q: 3 clusters Score -176330.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -176330.546875 Penalty: 2554.936035
	Iteration 24Q: 3 clusters Score -176330.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -176332.640625 Penalty: 2554.936035
	Iteration 25Q: 3 clusters Score -176332.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -176333.546875 Penalty: 2554.936035
	Iteration 26Q: 3 clusters Score -176333.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -176335.046875 Penalty: 2554.936035
	Iteration 27Q: 3 clusters Score -176335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -176337.515625 Penalty: 2554.936035
	Iteration 28Q: 3 clusters Score -176337.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -176340.796875 Penalty: 2554.936035
	Iteration 29Q: 3 clusters Score -176340.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -176342.734375 Penalty: 2554.936035
	Iteration 30Q: 3 clusters Score -176342.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -176344.281250 Penalty: 2554.936035
	Iteration 31Q: 3 clusters Score -176344.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -176345.109375 Penalty: 2554.936035
	Iteration 32Q: 3 clusters Score -176345.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -176346.390625 Penalty: 2554.936035
	Iteration 33Q: 3 clusters Score -176346.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -176347.375000 Penalty: 2554.936035
	Iteration 34Q: 3 clusters Score -176347.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -176348.468750 Penalty: 2554.936035
	Iteration 35Q: 3 clusters Score -176348.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -176350.093750 Penalty: 2554.936035
	Iteration 36Q: 3 clusters Score -176350.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -176351.781250 Penalty: 2554.936035
	Iteration 37Q: 3 clusters Score -176351.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -176353.203125 Penalty: 2554.936035
	Iteration 38Q: 3 clusters Score -176353.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -176357.921875 Penalty: 2554.936035
	Iteration 39Q: 3 clusters Score -176357.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -176364.281250 Penalty: 2554.936035
	Iteration 40F: 3 clusters Score -176364.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -176370.359375 Penalty: 2554.936035
	Iteration 41Q: 3 clusters Score -176370.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -176374.859375 Penalty: 2554.936035
	Iteration 42Q: 3 clusters Score -176374.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -176380.609375 Penalty: 2554.936035
	Iteration 43Q: 3 clusters Score -176380.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -176389.000000 Penalty: 2554.936035
	Iteration 44Q: 3 clusters Score -176389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -176395.625000 Penalty: 2554.936035
	Iteration 45Q: 3 clusters Score -176395.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -176401.453125 Penalty: 2554.936035
	Iteration 46Q: 3 clusters Score -176401.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -176406.843750 Penalty: 2554.936035
	Iteration 47Q: 3 clusters Score -176406.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -176410.828125 Penalty: 2554.936035
	Iteration 48Q: 3 clusters Score -176410.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -176416.687500 Penalty: 2554.936035
	Iteration 49Q: 3 clusters Score -176416.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -176422.687500 Penalty: 2554.936035
	Iteration 50Q: 3 clusters Score -176422.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -176427.015625 Penalty: 2554.936035
	Iteration 51Q: 3 clusters Score -176427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -176431.593750 Penalty: 2554.936035
	Iteration 52Q: 3 clusters Score -176431.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -176434.015625 Penalty: 2554.936035
	Iteration 53Q: 3 clusters Score -176434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -176436.296875 Penalty: 2554.936035
	Iteration 54Q: 3 clusters Score -176436.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -176438.312500 Penalty: 2554.936035
	Iteration 55Q: 3 clusters Score -176438.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -176440.312500 Penalty: 2554.936035
	Iteration 56Q: 3 clusters Score -176440.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -176445.328125 Penalty: 2554.936035
	Iteration 57Q: 3 clusters Score -176445.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -176448.375000 Penalty: 2554.936035
	Iteration 58Q: 3 clusters Score -176448.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -176450.875000 Penalty: 2554.936035
	Iteration 59Q: 3 clusters Score -176450.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -176454.203125 Penalty: 2554.936035
	Iteration 60F: 3 clusters Score -176454.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -176457.093750 Penalty: 2554.936035
	Iteration 61Q: 3 clusters Score -176457.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -176459.453125 Penalty: 2554.936035
	Iteration 62Q: 3 clusters Score -176459.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -176463.046875 Penalty: 2554.936035
	Iteration 63Q: 3 clusters Score -176463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -176465.765625 Penalty: 2554.936035
	Iteration 64Q: 3 clusters Score -176465.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -176467.781250 Penalty: 2554.936035
	Iteration 65Q: 3 clusters Score -176467.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -176471.265625 Penalty: 2554.936035
	Iteration 66Q: 3 clusters Score -176471.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -176473.937500 Penalty: 2554.936035
	Iteration 67Q: 3 clusters Score -176473.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -176477.781250 Penalty: 2554.936035
	Iteration 68Q: 3 clusters Score -176477.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -176482.968750 Penalty: 2554.936035
	Iteration 69Q: 3 clusters Score -176483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -176489.156250 Penalty: 2554.936035
	Iteration 70Q: 3 clusters Score -176489.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -176493.984375 Penalty: 2554.936035
	Iteration 71Q: 3 clusters Score -176494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -176495.859375 Penalty: 2554.936035
	Iteration 72Q: 3 clusters Score -176495.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -176498.062500 Penalty: 2554.936035
	Iteration 73Q: 3 clusters Score -176498.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -176499.484375 Penalty: 2554.936035
	Iteration 74Q: 3 clusters Score -176499.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -176501.218750 Penalty: 2554.936035
	Iteration 75Q: 3 clusters Score -176501.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -176504.171875 Penalty: 2554.936035
	Iteration 76Q: 3 clusters Score -176504.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -176508.078125 Penalty: 2554.936035
	Iteration 77Q: 3 clusters Score -176508.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -176512.453125 Penalty: 2554.936035
	Iteration 78Q: 3 clusters Score -176512.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -176516.781250 Penalty: 2554.936035
	Iteration 79Q: 3 clusters Score -176516.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -176524.187500 Penalty: 2554.936035
	Iteration 80F: 3 clusters Score -176524.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -176531.593750 Penalty: 2554.936035
	Iteration 81Q: 3 clusters Score -176531.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -176542.593750 Penalty: 2554.936035
	Iteration 82Q: 3 clusters Score -176542.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -176557.562500 Penalty: 2554.936035
	Iteration 83Q: 3 clusters Score -176557.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -176570.375000 Penalty: 2554.936035
	Iteration 84Q: 3 clusters Score -176570.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -176586.640625 Penalty: 2554.936035
	Iteration 85Q: 3 clusters Score -176586.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -176596.218750 Penalty: 2554.936035
	Iteration 86Q: 3 clusters Score -176596.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -176603.640625 Penalty: 2554.936035
	Iteration 87Q: 3 clusters Score -176603.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -176612.859375 Penalty: 2554.936035
	Iteration 88Q: 3 clusters Score -176612.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -176620.984375 Penalty: 2554.936035
	Iteration 89Q: 3 clusters Score -176621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -176627.671875 Penalty: 2554.936035
	Iteration 90Q: 3 clusters Score -176627.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -176633.312500 Penalty: 2554.936035
	Iteration 91Q: 3 clusters Score -176633.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -176637.125000 Penalty: 2554.936035
	Iteration 92Q: 3 clusters Score -176637.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -176639.171875 Penalty: 2554.936035
	Iteration 93Q: 3 clusters Score -176639.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -176642.750000 Penalty: 2554.936035
	Iteration 94Q: 3 clusters Score -176642.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -176646.765625 Penalty: 2554.936035
	Iteration 95Q: 3 clusters Score -176646.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -176650.515625 Penalty: 2554.936035
	Iteration 96Q: 3 clusters Score -176650.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -176654.359375 Penalty: 2554.936035
	Iteration 97Q: 3 clusters Score -176654.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -176660.437500 Penalty: 2554.936035
	Iteration 98Q: 3 clusters Score -176660.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -176667.625000 Penalty: 2554.936035
	Iteration 99Q: 3 clusters Score -176667.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -176673.109375 Penalty: 2554.936035
	Iteration 100F: 3 clusters Score -176673.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -176676.250000 Penalty: 2554.936035
	Iteration 101Q: 3 clusters Score -176676.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -176678.343750 Penalty: 2554.936035
	Iteration 102Q: 3 clusters Score -176678.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -176680.375000 Penalty: 2554.936035
	Iteration 103Q: 3 clusters Score -176680.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -176682.031250 Penalty: 2554.936035
	Iteration 104Q: 3 clusters Score -176682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -176683.843750 Penalty: 2554.936035
	Iteration 105Q: 3 clusters Score -176683.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -176685.375000 Penalty: 2554.936035
	Iteration 106Q: 3 clusters Score -176685.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -176687.453125 Penalty: 2554.936035
	Iteration 107Q: 3 clusters Score -176687.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -176688.687500 Penalty: 2554.936035
	Iteration 108Q: 3 clusters Score -176688.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -176689.937500 Penalty: 2554.936035
	Iteration 109Q: 3 clusters Score -176689.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -176691.203125 Penalty: 2554.936035
	Iteration 110Q: 3 clusters Score -176691.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -176691.203125 Penalty: 2554.936035
	Iteration 111F: 3 clusters Score -176691.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Entering Unmasked Estep 
Score: -120816.109375 Penalty: 1248.627930
	Iteration 0F: 2 clusters Score -120816.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -118614.789062 Penalty: 2497.255859
	Iteration 0F: 3 clusters Score -118614.8 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -119089.804688 Penalty: 2497.255859
	Iteration 1F: 3 clusters Score -119089.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -119220.335938 Penalty: 2497.255859
	Iteration 2F: 3 clusters Score -119220.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -119300.656250 Penalty: 2497.255859
	Iteration 3F: 3 clusters Score -119300.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -119351.070312 Penalty: 2497.255859
	Iteration 4Q: 3 clusters Score -119351.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -119378.648438 Penalty: 2497.255859
	Iteration 5Q: 3 clusters Score -119378.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -119409.789062 Penalty: 2497.255859
	Iteration 6Q: 3 clusters Score -119409.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -119427.882812 Penalty: 2497.255859
	Iteration 7Q: 3 clusters Score -119427.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -119441.015625 Penalty: 2497.255859
	Iteration 8Q: 3 clusters Score -119441 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -119454.218750 Penalty: 2497.255859
	Iteration 9Q: 3 clusters Score -119454.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -119466.570312 Penalty: 2497.255859
	Iteration 10Q: 3 clusters Score -119466.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -119474.125000 Penalty: 2497.255859
	Iteration 11Q: 3 clusters Score -119474.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -119478.929688 Penalty: 2497.255859
	Iteration 12Q: 3 clusters Score -119478.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -119482.890625 Penalty: 2497.255859
	Iteration 13Q: 3 clusters Score -119482.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -119485.601562 Penalty: 2497.255859
	Iteration 14Q: 3 clusters Score -119485.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -119489.937500 Penalty: 2497.255859
	Iteration 15Q: 3 clusters Score -119489.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -119492.648438 Penalty: 2497.255859
	Iteration 16Q: 3 clusters Score -119492.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -119496.156250 Penalty: 2497.255859
	Iteration 17Q: 3 clusters Score -119496.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -119500.328125 Penalty: 2497.255859
	Iteration 18Q: 3 clusters Score -119500.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -119504.289062 Penalty: 2497.255859
	Iteration 19Q: 3 clusters Score -119504.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -119506.812500 Penalty: 2497.255859
	Iteration 20F: 3 clusters Score -119506.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -119509.492188 Penalty: 2497.255859
	Iteration 21Q: 3 clusters Score -119509.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -119513.835938 Penalty: 2497.255859
	Iteration 22Q: 3 clusters Score -119513.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -119516.828125 Penalty: 2497.255859
	Iteration 23Q: 3 clusters Score -119516.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -119520.289062 Penalty: 2497.255859
	Iteration 24Q: 3 clusters Score -119520.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -119523.546875 Penalty: 2497.255859
	Iteration 25Q: 3 clusters Score -119523.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -119524.562500 Penalty: 2497.255859
	Iteration 26Q: 3 clusters Score -119524.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -119525.289062 Penalty: 2497.255859
	Iteration 27Q: 3 clusters Score -119525.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -119525.812500 Penalty: 2497.255859
	Iteration 28Q: 3 clusters Score -119525.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -119526.398438 Penalty: 2497.255859
	Iteration 29Q: 3 clusters Score -119526.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -119527.078125 Penalty: 2497.255859
	Iteration 30Q: 3 clusters Score -119527.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -119527.406250 Penalty: 2497.255859
	Iteration 31Q: 3 clusters Score -119527.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -119527.406250 Penalty: 2497.255859
	Iteration 32F: 3 clusters Score -119527.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Entering Unmasked Estep 
Score: -1421195.625000 Penalty: 1624.819458
	Iteration 0F: 2 clusters Score -1421196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1406327.250000 Penalty: 3249.638916
	Iteration 0F: 3 clusters Score -1406327 nChanged 9920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1411814.125000 Penalty: 3249.638916
	Iteration 1F: 3 clusters Score -1411814 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1412240.750000 Penalty: 3249.638916
	Iteration 2F: 3 clusters Score -1412241 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1412720.750000 Penalty: 3249.638916
	Iteration 3Q: 3 clusters Score -1412721 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1413239.375000 Penalty: 3249.638916
	Iteration 4F: 3 clusters Score -1413239 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1413817.500000 Penalty: 3249.638916
	Iteration 5Q: 3 clusters Score -1413818 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1414515.125000 Penalty: 3249.638916
	Iteration 6F: 3 clusters Score -1414515 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1415356.750000 Penalty: 3249.638916
	Iteration 7F: 3 clusters Score -1415357 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1416286.750000 Penalty: 3249.638916
	Iteration 8F: 3 clusters Score -1416287 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1417078.000000 Penalty: 3249.638916
	Iteration 9F: 3 clusters Score -1417078 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1417608.250000 Penalty: 3249.638916
	Iteration 10Q: 3 clusters Score -1417608 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1417896.625000 Penalty: 3249.638916
	Iteration 11Q: 3 clusters Score -1417897 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1418039.250000 Penalty: 3249.638916
	Iteration 12Q: 3 clusters Score -1418039 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1418112.000000 Penalty: 3249.638916
	Iteration 13Q: 3 clusters Score -1418112 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1418165.375000 Penalty: 3249.638916
	Iteration 14Q: 3 clusters Score -1418165 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1418214.000000 Penalty: 3249.638916
	Iteration 15Q: 3 clusters Score -1418214 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1418238.875000 Penalty: 3249.638916
	Iteration 16Q: 3 clusters Score -1418239 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1418262.750000 Penalty: 3249.638916
	Iteration 17Q: 3 clusters Score -1418263 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1418286.375000 Penalty: 3249.638916
	Iteration 18Q: 3 clusters Score -1418286 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1418296.500000 Penalty: 3249.638916
	Iteration 19Q: 3 clusters Score -1418296 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1418315.000000 Penalty: 3249.638916
	Iteration 20F: 3 clusters Score -1418315 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1418324.750000 Penalty: 3249.638916
	Iteration 21Q: 3 clusters Score -1418325 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1418333.000000 Penalty: 3249.638916
	Iteration 22Q: 3 clusters Score -1418333 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1418347.125000 Penalty: 3249.638916
	Iteration 23Q: 3 clusters Score -1418347 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1418356.875000 Penalty: 3249.638916
	Iteration 24Q: 3 clusters Score -1418357 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1418367.750000 Penalty: 3249.638916
	Iteration 25Q: 3 clusters Score -1418368 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1418372.000000 Penalty: 3249.638916
	Iteration 26Q: 3 clusters Score -1418372 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1418374.000000 Penalty: 3249.638916
	Iteration 27Q: 3 clusters Score -1418374 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1418386.125000 Penalty: 3249.638916
	Iteration 28Q: 3 clusters Score -1418386 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1418393.750000 Penalty: 3249.638916
	Iteration 29Q: 3 clusters Score -1418394 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1418390.875000 Penalty: 3249.638916
	Iteration 30Q: 3 clusters Score -1418391 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1418391.000000 Penalty: 3249.638916
	Iteration 31Q: 3 clusters Score -1418391 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1418394.750000 Penalty: 3249.638916
	Iteration 32Q: 3 clusters Score -1418395 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1418399.250000 Penalty: 3249.638916
	Iteration 33Q: 3 clusters Score -1418399 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1418400.875000 Penalty: 3249.638916
	Iteration 34Q: 3 clusters Score -1418401 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1418402.875000 Penalty: 3249.638916
	Iteration 35Q: 3 clusters Score -1418403 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1418406.000000 Penalty: 3249.638916
	Iteration 36Q: 3 clusters Score -1418406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1418407.875000 Penalty: 3249.638916
	Iteration 37Q: 3 clusters Score -1418408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1418403.375000 Penalty: 3249.638916
	Iteration 38Q: 3 clusters Score -1418403 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1418403.500000 Penalty: 3249.638916
	Iteration 39Q: 3 clusters Score -1418404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1418411.250000 Penalty: 3249.638916
	Iteration 40F: 3 clusters Score -1418411 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1418412.875000 Penalty: 3249.638916
	Iteration 41Q: 3 clusters Score -1418413 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1418421.000000 Penalty: 3249.638916
	Iteration 42Q: 3 clusters Score -1418421 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1418432.250000 Penalty: 3249.638916
	Iteration 43Q: 3 clusters Score -1418432 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1418433.375000 Penalty: 3249.638916
	Iteration 44Q: 3 clusters Score -1418433 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1418449.875000 Penalty: 3249.638916
	Iteration 45Q: 3 clusters Score -1418450 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1418455.125000 Penalty: 3249.638916
	Iteration 46Q: 3 clusters Score -1418455 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1418451.375000 Penalty: 3249.638916
	Iteration 47Q: 3 clusters Score -1418451 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1418465.625000 Penalty: 3249.638916
	Iteration 48Q: 3 clusters Score -1418466 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1418478.875000 Penalty: 3249.638916
	Iteration 49Q: 3 clusters Score -1418479 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1418483.625000 Penalty: 3249.638916
	Iteration 50Q: 3 clusters Score -1418484 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1418489.750000 Penalty: 3249.638916
	Iteration 51Q: 3 clusters Score -1418490 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1418495.500000 Penalty: 3249.638916
	Iteration 52Q: 3 clusters Score -1418496 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1418505.125000 Penalty: 3249.638916
	Iteration 53Q: 3 clusters Score -1418505 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1418515.125000 Penalty: 3249.638916
	Iteration 54Q: 3 clusters Score -1418515 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1418525.625000 Penalty: 3249.638916
	Iteration 55Q: 3 clusters Score -1418526 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1418539.500000 Penalty: 3249.638916
	Iteration 56Q: 3 clusters Score -1418540 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1418545.125000 Penalty: 3249.638916
	Iteration 57Q: 3 clusters Score -1418545 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1418560.625000 Penalty: 3249.638916
	Iteration 58Q: 3 clusters Score -1418561 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1418577.875000 Penalty: 3249.638916
	Iteration 59Q: 3 clusters Score -1418578 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1418577.250000 Penalty: 3249.638916
	Iteration 60F: 3 clusters Score -1418577 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1418589.625000 Penalty: 3249.638916
	Iteration 61Q: 3 clusters Score -1418590 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1418603.625000 Penalty: 3249.638916
	Iteration 62Q: 3 clusters Score -1418604 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1418618.875000 Penalty: 3249.638916
	Iteration 63Q: 3 clusters Score -1418619 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1418625.750000 Penalty: 3249.638916
	Iteration 64Q: 3 clusters Score -1418626 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1418644 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1418668 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1418684.250000 Penalty: 3249.638916
	Iteration 67Q: 3 clusters Score -1418684 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1418718.250000 Penalty: 3249.638916
	Iteration 68Q: 3 clusters Score -1418718 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1418746.250000 Penalty: 3249.638916
	Iteration 69Q: 3 clusters Score -1418746 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1418779.250000 Penalty: 3249.638916
	Iteration 70Q: 3 clusters Score -1418779 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1418824 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1418874.000000 Penalty: 3249.638916
	Iteration 72Q: 3 clusters Score -1418874 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1418911.375000 Penalty: 3249.638916
	Iteration 73Q: 3 clusters Score -1418911 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1418976 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1419040.625000 Penalty: 3249.638916
	Iteration 75Q: 3 clusters Score -1419041 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1419085 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1419115.875000 Penalty: 3249.638916
	Iteration 77Q: 3 clusters Score -1419116 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1419158.750000 Penalty: 3249.638916
	Iteration 78Q: 3 clusters Score -1419159 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1419219.625000 Penalty: 3249.638916
	Iteration 79Q: 3 clusters Score -1419220 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1419274.000000 Penalty: 3249.638916
	Iteration 80F: 3 clusters Score -1419274 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1419343.125000 Penalty: 3249.638916
	Iteration 81Q: 3 clusters Score -1419343 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1419418.375000 Penalty: 3249.638916
	Iteration 82Q: 3 clusters Score -1419418 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1419499.750000 Penalty: 3249.638916
	Iteration 83Q: 3 clusters Score -1419500 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1419588.750000 Penalty: 3249.638916
	Iteration 84Q: 3 clusters Score -1419589 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1419674.125000 Penalty: 3249.638916
	Iteration 85Q: 3 clusters Score -1419674 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1419750 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1419813.750000 Penalty: 3249.638916
	Iteration 87Q: 3 clusters Score -1419814 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1419891.750000 Penalty: 3249.638916
	Iteration 88Q: 3 clusters Score -1419892 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1419936.000000 Penalty: 3249.638916
	Iteration 89Q: 3 clusters Score -1419936 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1419986.875000 Penalty: 3249.638916
	Iteration 90Q: 3 clusters Score -1419987 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1420030.500000 Penalty: 3249.638916
	Iteration 91Q: 3 clusters Score -1420030 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1420057.125000 Penalty: 3249.638916
	Iteration 92Q: 3 clusters Score -1420057 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1420078.125000 Penalty: 3249.638916
	Iteration 93Q: 3 clusters Score -1420078 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1420106.875000 Penalty: 3249.638916
	Iteration 94Q: 3 clusters Score -1420107 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1420113.500000 Penalty: 3249.638916
	Iteration 95Q: 3 clusters Score -1420114 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1420133.500000 Penalty: 3249.638916
	Iteration 96Q: 3 clusters Score -1420134 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1420146.750000 Penalty: 3249.638916
	Iteration 97Q: 3 clusters Score -1420147 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1420169.125000 Penalty: 3249.638916
	Iteration 98Q: 3 clusters Score -1420169 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1420183.250000 Penalty: 3249.638916
	Iteration 99Q: 3 clusters Score -1420183 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1420184.500000 Penalty: 3249.638916
	Iteration 100F: 3 clusters Score -1420184 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1420193.500000 Penalty: 3249.638916
	Iteration 101Q: 3 clusters Score -1420194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1420198.125000 Penalty: 3249.638916
	Iteration 102Q: 3 clusters Score -1420198 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1420201.000000 Penalty: 3249.638916
	Iteration 103Q: 3 clusters Score -1420201 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1420204.000000 Penalty: 3249.638916
	Iteration 104Q: 3 clusters Score -1420204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1420206.750000 Penalty: 3249.638916
	Iteration 105Q: 3 clusters Score -1420207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1420209.000000 Penalty: 3249.638916
	Iteration 106Q: 3 clusters Score -1420209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1420209.000000 Penalty: 3249.638916
	Iteration 107Q: 3 clusters Score -1420209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1420210.750000 Penalty: 3249.638916
	Iteration 108Q: 3 clusters Score -1420211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1420211.875000 Penalty: 3249.638916
	Iteration 109Q: 3 clusters Score -1420212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1420215.125000 Penalty: 3249.638916
	Iteration 110Q: 3 clusters Score -1420215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1420217.000000 Penalty: 3249.638916
	Iteration 111Q: 3 clusters Score -1420217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1420219.625000 Penalty: 3249.638916
	Iteration 112Q: 3 clusters Score -1420220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1420221.875000 Penalty: 3249.638916
	Iteration 113Q: 3 clusters Score -1420222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1420222.000000 Penalty: 3249.638916
	Iteration 114Q: 3 clusters Score -1420222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1420225.500000 Penalty: 3249.638916
	Iteration 115Q: 3 clusters Score -1420226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1420227.000000 Penalty: 3249.638916
	Iteration 116Q: 3 clusters Score -1420227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1420229.875000 Penalty: 3249.638916
	Iteration 117Q: 3 clusters Score -1420230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1420228.250000 Penalty: 3249.638916
	Iteration 118Q: 3 clusters Score -1420228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1420228.375000 Penalty: 3249.638916
	Iteration 119Q: 3 clusters Score -1420228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1420228.500000 Penalty: 3249.638916
	Iteration 120F: 3 clusters Score -1420228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1420232.125000 Penalty: 3249.638916
	Iteration 121Q: 3 clusters Score -1420232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1420233.125000 Penalty: 3249.638916
	Iteration 122Q: 3 clusters Score -1420233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1420231.500000 Penalty: 3249.638916
	Iteration 123Q: 3 clusters Score -1420232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1420229.750000 Penalty: 3249.638916
	Iteration 124Q: 3 clusters Score -1420230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1420233.625000 Penalty: 3249.638916
	Iteration 125Q: 3 clusters Score -1420234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1420236.750000 Penalty: 3249.638916
	Iteration 126Q: 3 clusters Score -1420237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1420237.500000 Penalty: 3249.638916
	Iteration 127Q: 3 clusters Score -1420238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1420240.125000 Penalty: 3249.638916
	Iteration 128Q: 3 clusters Score -1420240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1420240.125000 Penalty: 3249.638916
	Iteration 129Q: 3 clusters Score -1420240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1420242.125000 Penalty: 3249.638916
	Iteration 130Q: 3 clusters Score -1420242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1420242.375000 Penalty: 3249.638916
	Iteration 131Q: 3 clusters Score -1420242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1420240.000000 Penalty: 3249.638916
	Iteration 132Q: 3 clusters Score -1420240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1420240.125000 Penalty: 3249.638916
	Iteration 133Q: 3 clusters Score -1420240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1420244.125000 Penalty: 3249.638916
	Iteration 134Q: 3 clusters Score -1420244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1420244.625000 Penalty: 3249.638916
	Iteration 135Q: 3 clusters Score -1420245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1420246.625000 Penalty: 3249.638916
	Iteration 136Q: 3 clusters Score -1420247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1420246.750000 Penalty: 3249.638916
	Iteration 137Q: 3 clusters Score -1420247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1420245.875000 Penalty: 3249.638916
	Iteration 138Q: 3 clusters Score -1420246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1420245.875000 Penalty: 3249.638916
	Iteration 139F: 3 clusters Score -1420246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -379299.593750 Penalty: 1406.811768
	Iteration 0F: 2 clusters Score -379299.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -374855.375000 Penalty: 2813.623535
	Iteration 0F: 3 clusters Score -374855.4 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -376160.062500 Penalty: 2813.623535
	Iteration 1F: 3 clusters Score -376160.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -376349.125000 Penalty: 2813.623535
	Iteration 2F: 3 clusters Score -376349.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -376525.968750 Penalty: 2813.623535
	Iteration 3F: 3 clusters Score -376526 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -376736.187500 Penalty: 2813.623535
	Iteration 4F: 3 clusters Score -376736.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -376953.593750 Penalty: 2813.623535
	Iteration 5F: 3 clusters Score -376953.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -377172.000000 Penalty: 2813.623535
	Iteration 6F: 3 clusters Score -377172 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -377372.125000 Penalty: 2813.623535
	Iteration 7Q: 3 clusters Score -377372.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -377550.000000 Penalty: 2813.623535
	Iteration 8Q: 3 clusters Score -377550 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -377703.812500 Penalty: 2813.623535
	Iteration 9Q: 3 clusters Score -377703.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -377855.968750 Penalty: 2813.623535
	Iteration 10Q: 3 clusters Score -377856 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -377968.468750 Penalty: 2813.623535
	Iteration 11Q: 3 clusters Score -377968.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -378025.593750 Penalty: 2813.623535
	Iteration 12Q: 3 clusters Score -378025.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -378057.093750 Penalty: 2813.623535
	Iteration 13Q: 3 clusters Score -378057.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -378072.437500 Penalty: 2813.623535
	Iteration 14Q: 3 clusters Score -378072.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -378083.718750 Penalty: 2813.623535
	Iteration 15Q: 3 clusters Score -378083.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -378095.000000 Penalty: 2813.623535
	Iteration 16Q: 3 clusters Score -378095 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -378105.593750 Penalty: 2813.623535
	Iteration 17Q: 3 clusters Score -378105.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -378117.500000 Penalty: 2813.623535
	Iteration 18Q: 3 clusters Score -378117.5 nChanged 24
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: -378127.625000 Penalty: 2813.623535
	Iteration 19Q: 3 clusters Score -378127.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -378133.031250 Penalty: 2813.623535
	Iteration 20F: 3 clusters Score -378133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -378135.281250 Penalty: 2813.623535
	Iteration 21Q: 3 clusters Score -378135.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -378138.125000 Penalty: 2813.623535
	Iteration 22Q: 3 clusters Score -378138.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -378139.875000 Penalty: 2813.623535
	Iteration 23Q: 3 clusters Score -378139.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -378142.593750 Penalty: 2813.623535
	Iteration 24Q: 3 clusters Score -378142.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -378143.718750 Penalty: 2813.623535
	Iteration 25Q: 3 clusters Score -378143.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -378143.062500 Penalty: 2813.623535
	Iteration 26Q: 3 clusters Score -378143.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -378144.781250 Penalty: 2813.623535
	Iteration 27Q: 3 clusters Score -378144.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -378146.281250 Penalty: 2813.623535
	Iteration 28Q: 3 clusters Score -378146.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -378147.937500 Penalty: 2813.623535
	Iteration 29Q: 3 clusters Score -378147.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -378148.218750 Penalty: 2813.623535
	Iteration 30Q: 3 clusters Score -378148.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -378148.750000 Penalty: 2813.623535
	Iteration 31Q: 3 clusters Score -378148.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -378150.687500 Penalty: 2813.623535
	Iteration 32Q: 3 clusters Score -378150.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -378151.750000 Penalty: 2813.623535
	Iteration 33Q: 3 clusters Score -378151.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -378153.281250 Penalty: 2813.623535
	Iteration 34Q: 3 clusters Score -378153.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -378153.375000 Penalty: 2813.623535
	Iteration 35Q: 3 clusters Score -378153.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -378153.625000 Penalty: 2813.623535
	Iteration 36Q: 3 clusters Score -378153.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -378154.250000 Penalty: 2813.623535
	Iteration 37Q: 3 clusters Score -378154.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -378154.250000 Penalty: 2813.623535
	Iteration 38F: 3 clusters Score -378154.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Entering Unmasked Estep 
Score: -669408.312500 Penalty: 1508.568359
	Iteration 0F: 2 clusters Score -669408.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -661801.875000 Penalty: 3017.136719
	Iteration 0F: 3 clusters Score -661801.9 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -664325.000000 Penalty: 3017.136719
	Iteration 1F: 3 clusters Score -664325 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -664671.437500 Penalty: 3017.136719
	Iteration 2F: 3 clusters Score -664671.4 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -664995.312500 Penalty: 3017.136719
	Iteration 3F: 3 clusters Score -664995.3 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -665313.875000 Penalty: 3017.136719
	Iteration 4F: 3 clusters Score -665313.9 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -665679.500000 Penalty: 3017.136719
	Iteration 5F: 3 clusters Score -665679.5 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -666129.375000 Penalty: 3017.136719
	Iteration 6F: 3 clusters Score -666129.4 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -666615.312500 Penalty: 3017.136719
	Iteration 7F: 3 clusters Score -666615.3 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -667070.000000 Penalty: 3017.136719
	Iteration 8F: 3 clusters Score -667070 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -667429.937500 Penalty: 3017.136719
	Iteration 9Q: 3 clusters Score -667429.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -667681.875000 Penalty: 3017.136719
	Iteration 10Q: 3 clusters Score -667681.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -667858.937500 Penalty: 3017.136719
	Iteration 11Q: 3 clusters Score -667858.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -667989.875000 Penalty: 3017.136719
	Iteration 12Q: 3 clusters Score -667989.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -668066.812500 Penalty: 3017.136719
	Iteration 13Q: 3 clusters Score -668066.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -668129.687500 Penalty: 3017.136719
	Iteration 14Q: 3 clusters Score -668129.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -668188.500000 Penalty: 3017.136719
	Iteration 15Q: 3 clusters Score -668188.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -668232.812500 Penalty: 3017.136719
	Iteration 16Q: 3 clusters Score -668232.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -668265.687500 Penalty: 3017.136719
	Iteration 17Q: 3 clusters Score -668265.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -668291.937500 Penalty: 3017.136719
	Iteration 18Q: 3 clusters Score -668291.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -668321.562500 Penalty: 3017.136719
	Iteration 19Q: 3 clusters Score -668321.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -668349.812500 Penalty: 3017.136719
	Iteration 20F: 3 clusters Score -668349.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -668369.750000 Penalty: 3017.136719
	Iteration 21Q: 3 clusters Score -668369.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -668381.437500 Penalty: 3017.136719
	Iteration 22Q: 3 clusters Score -668381.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -668390.312500 Penalty: 3017.136719
	Iteration 23Q: 3 clusters Score -668390.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -668398.937500 Penalty: 3017.136719
	Iteration 24Q: 3 clusters Score -668398.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -668405.062500 Penalty: 3017.136719
	Iteration 25Q: 3 clusters Score -668405.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -668408.875000 Penalty: 3017.136719
	Iteration 26Q: 3 clusters Score -668408.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -668415.937500 Penalty: 3017.136719
	Iteration 27Q: 3 clusters Score -668415.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -668418.500000 Penalty: 3017.136719
	Iteration 28Q: 3 clusters Score -668418.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -668423.312500 Penalty: 3017.136719
	Iteration 29Q: 3 clusters Score -668423.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -668424.812500 Penalty: 3017.136719
	Iteration 30Q: 3 clusters Score -668424.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -668427.312500 Penalty: 3017.136719
	Iteration 31Q: 3 clusters Score -668427.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -668427.250000 Penalty: 3017.136719
	Iteration 32Q: 3 clusters Score -668427.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -668427.312500 Penalty: 3017.136719
	Iteration 33Q: 3 clusters Score -668427.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -668426.625000 Penalty: 3017.136719
	Iteration 34Q: 3 clusters Score -668426.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -668427.000000 Penalty: 3017.136719
	Iteration 35Q: 3 clusters Score -668427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -668427.312500 Penalty: 3017.136719
	Iteration 36Q: 3 clusters Score -668427.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -668427.312500 Penalty: 3017.136719
	Iteration 37F: 3 clusters Score -668427.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Entering Unmasked Estep 
Score: -247168.421875 Penalty: 1368.181885
	Iteration 0F: 2 clusters Score -247168.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -243555.046875 Penalty: 2736.363770
	Iteration 0F: 3 clusters Score -243555 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -244554.515625 Penalty: 2736.363770
	Iteration 1F: 3 clusters Score -244554.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -244744.281250 Penalty: 2736.363770
	Iteration 2F: 3 clusters Score -244744.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -244901.656250 Penalty: 2736.363770
	Iteration 3F: 3 clusters Score -244901.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -245046.046875 Penalty: 2736.363770
	Iteration 4Q: 3 clusters Score -245046 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -245197.015625 Penalty: 2736.363770
	Iteration 5F: 3 clusters Score -245197 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -245322.140625 Penalty: 2736.363770
	Iteration 6Q: 3 clusters Score -245322.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -245448.562500 Penalty: 2736.363770
	Iteration 7Q: 3 clusters Score -245448.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -245572.375000 Penalty: 2736.363770
	Iteration 8Q: 3 clusters Score -245572.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -245668.984375 Penalty: 2736.363770
	Iteration 9Q: 3 clusters Score -245669 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -245776.187500 Penalty: 2736.363770
	Iteration 10Q: 3 clusters Score -245776.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -245859.234375 Penalty: 2736.363770
	Iteration 11Q: 3 clusters Score -245859.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -245909.562500 Penalty: 2736.363770
	Iteration 12Q: 3 clusters Score -245909.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -245950.453125 Penalty: 2736.363770
	Iteration 13Q: 3 clusters Score -245950.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -245981.734375 Penalty: 2736.363770
	Iteration 14Q: 3 clusters Score -245981.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -245999.453125 Penalty: 2736.363770
	Iteration 15Q: 3 clusters Score -245999.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -246015.250000 Penalty: 2736.363770
	Iteration 16Q: 3 clusters Score -246015.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -246028.859375 Penalty: 2736.363770
	Iteration 17Q: 3 clusters Score -246028.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -246042.765625 Penalty: 2736.363770
	Iteration 18Q: 3 clusters Score -246042.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -246054.859375 Penalty: 2736.363770
	Iteration 19Q: 3 clusters Score -246054.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -246066.265625 Penalty: 2736.363770
	Iteration 20F: 3 clusters Score -246066.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -246075.375000 Penalty: 2736.363770
	Iteration 21Q: 3 clusters Score -246075.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -246090.750000 Penalty: 2736.363770
	Iteration 22Q: 3 clusters Score -246090.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -246106.062500 Penalty: 2736.363770
	Iteration 23Q: 3 clusters Score -246106.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -246118.968750 Penalty: 2736.363770
	Iteration 24Q: 3 clusters Score -246119 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -246130.109375 Penalty: 2736.363770
	Iteration 25Q: 3 clusters Score -246130.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -246139.531250 Penalty: 2736.363770
	Iteration 26Q: 3 clusters Score -246139.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -246146.562500 Penalty: 2736.363770
	Iteration 27Q: 3 clusters Score -246146.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -246153.625000 Penalty: 2736.363770
	Iteration 28Q: 3 clusters Score -246153.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -246165.578125 Penalty: 2736.363770
	Iteration 29Q: 3 clusters Score -246165.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -246174.562500 Penalty: 2736.363770
	Iteration 30Q: 3 clusters Score -246174.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -246184.781250 Penalty: 2736.363770
	Iteration 31Q: 3 clusters Score -246184.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -246192.312500 Penalty: 2736.363770
	Iteration 32Q: 3 clusters Score -246192.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -246200.875000 Penalty: 2736.363770
	Iteration 33Q: 3 clusters Score -246200.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -246208.265625 Penalty: 2736.363770
	Iteration 34Q: 3 clusters Score -246208.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -246219.515625 Penalty: 2736.363770
	Iteration 35Q: 3 clusters Score -246219.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -246229.515625 Penalty: 2736.363770
	Iteration 36Q: 3 clusters Score -246229.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -246243.578125 Penalty: 2736.363770
	Iteration 37Q: 3 clusters Score -246243.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -246252.031250 Penalty: 2736.363770
	Iteration 38Q: 3 clusters Score -246252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -246258.593750 Penalty: 2736.363770
	Iteration 39Q: 3 clusters Score -246258.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -246266.953125 Penalty: 2736.363770
	Iteration 40F: 3 clusters Score -246267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -246276.765625 Penalty: 2736.363770
	Iteration 41Q: 3 clusters Score -246276.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -246288.625000 Penalty: 2736.363770
	Iteration 42Q: 3 clusters Score -246288.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -246303.625000 Penalty: 2736.363770
	Iteration 43Q: 3 clusters Score -246303.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -246322.687500 Penalty: 2736.363770
	Iteration 44Q: 3 clusters Score -246322.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -246341.718750 Penalty: 2736.363770
	Iteration 45Q: 3 clusters Score -246341.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -246363.703125 Penalty: 2736.363770
	Iteration 46Q: 3 clusters Score -246363.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -246385.984375 Penalty: 2736.363770
	Iteration 47Q: 3 clusters Score -246386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -246396.671875 Penalty: 2736.363770
	Iteration 48Q: 3 clusters Score -246396.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -246406.062500 Penalty: 2736.363770
	Iteration 49Q: 3 clusters Score -246406.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -246420.765625 Penalty: 2736.363770
	Iteration 50Q: 3 clusters Score -246420.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -246443.343750 Penalty: 2736.363770
	Iteration 51Q: 3 clusters Score -246443.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -246460.437500 Penalty: 2736.363770
	Iteration 52Q: 3 clusters Score -246460.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -246474.718750 Penalty: 2736.363770
	Iteration 53Q: 3 clusters Score -246474.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -246486.718750 Penalty: 2736.363770
	Iteration 54Q: 3 clusters Score -246486.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -246497.031250 Penalty: 2736.363770
	Iteration 55Q: 3 clusters Score -246497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -246502.921875 Penalty: 2736.363770
	Iteration 56Q: 3 clusters Score -246502.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -246507.171875 Penalty: 2736.363770
	Iteration 57Q: 3 clusters Score -246507.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -246508.421875 Penalty: 2736.363770
	Iteration 58Q: 3 clusters Score -246508.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -246508.593750 Penalty: 2736.363770
	Iteration 59Q: 3 clusters Score -246508.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -246508.593750 Penalty: 2736.363770
	Iteration 60F: 3 clusters Score -246508.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23814 members 
Mstep: Class 4 contains 7997 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 6996 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17160 members 
Mstep: Class 10 contains 482913 members 
Mstep: Class 11 contains 78277 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 22002 members 
Mstep: Class 16 contains 5752 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189764.000000 Penalty: 32736.513672
Iteration 159Q: 16 clusters Score -4.218976e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23818 members 
Mstep: Class 4 contains 7999 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 6995 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17160 members 
Mstep: Class 10 contains 482922 members 
Mstep: Class 11 contains 78277 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 21988 members 
Mstep: Class 16 contains 5752 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189772.000000 Penalty: 32736.513672
Iteration 160F: 16 clusters Score -4.218977e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23825 members 
Mstep: Class 4 contains 8000 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 6993 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17160 members 
Mstep: Class 10 contains 482933 members 
Mstep: Class 11 contains 78277 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 21970 members 
Mstep: Class 16 contains 5753 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189780.000000 Penalty: 32736.513672
Iteration 161Q: 16 clusters Score -4.218978e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23830 members 
Mstep: Class 4 contains 7997 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 6991 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17160 members 
Mstep: Class 10 contains 482940 members 
Mstep: Class 11 contains 78277 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 21963 members 
Mstep: Class 16 contains 5753 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189816.000000 Penalty: 32736.513672
Iteration 162Q: 16 clusters Score -4.218982e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23842 members 
Mstep: Class 4 contains 7995 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 6989 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17160 members 
Mstep: Class 10 contains 482948 members 
Mstep: Class 11 contains 78277 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 21947 members 
Mstep: Class 16 contains 5753 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189792.000000 Penalty: 32736.513672
Iteration 163Q: 16 clusters Score -4.218979e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23852 members 
Mstep: Class 4 contains 7993 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 6989 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17160 members 
Mstep: Class 10 contains 482965 members 
Mstep: Class 11 contains 78277 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 21922 members 
Mstep: Class 16 contains 5753 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189752.000000 Penalty: 32736.513672
Iteration 164Q: 16 clusters Score -4.218975e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23857 members 
Mstep: Class 4 contains 7993 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 6987 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17160 members 
Mstep: Class 10 contains 482976 members 
Mstep: Class 11 contains 78277 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 21908 members 
Mstep: Class 16 contains 5753 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189752.000000 Penalty: 32736.513672
Iteration 165Q: 16 clusters Score -4.218975e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23866 members 
Mstep: Class 4 contains 7993 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 6987 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17160 members 
Mstep: Class 10 contains 482985 members 
Mstep: Class 11 contains 78277 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 21890 members 
Mstep: Class 16 contains 5753 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189772.000000 Penalty: 32736.513672
Iteration 166Q: 16 clusters Score -4.218977e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23881 members 
Mstep: Class 4 contains 7993 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 6987 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17160 members 
Mstep: Class 10 contains 482980 members 
Mstep: Class 11 contains 78277 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 21880 members 
Mstep: Class 16 contains 5753 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189740.000000 Penalty: 32736.513672
Iteration 167Q: 16 clusters Score -4.218974e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23889 members 
Mstep: Class 4 contains 7993 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 6987 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17160 members 
Mstep: Class 10 contains 482985 members 
Mstep: Class 11 contains 78277 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 21866 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189760.000000 Penalty: 32736.513672
Iteration 168Q: 16 clusters Score -4.218976e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23904 members 
Mstep: Class 4 contains 7993 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 6988 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17160 members 
Mstep: Class 10 contains 482980 members 
Mstep: Class 11 contains 78277 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 21855 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189772.000000 Penalty: 32736.513672
Iteration 169Q: 16 clusters Score -4.218977e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23917 members 
Mstep: Class 4 contains 7993 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 6988 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17160 members 
Mstep: Class 10 contains 482973 members 
Mstep: Class 11 contains 78277 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 21849 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189748.000000 Penalty: 32736.513672
Iteration 170Q: 16 clusters Score -4.218975e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23920 members 
Mstep: Class 4 contains 7994 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 6989 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17159 members 
Mstep: Class 10 contains 482970 members 
Mstep: Class 11 contains 78277 members 
Mstep: Class 12 contains 2596 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 21847 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189780.000000 Penalty: 32736.513672
Iteration 171Q: 16 clusters Score -4.218978e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23920 members 
Mstep: Class 4 contains 7996 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 6987 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17159 members 
Mstep: Class 10 contains 482969 members 
Mstep: Class 11 contains 78277 members 
Mstep: Class 12 contains 2597 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 21847 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189756.000000 Penalty: 32736.513672
Iteration 172Q: 16 clusters Score -4.218976e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23923 members 
Mstep: Class 4 contains 7997 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 6986 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17159 members 
Mstep: Class 10 contains 482968 members 
Mstep: Class 11 contains 78277 members 
Mstep: Class 12 contains 2597 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 21845 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189776.000000 Penalty: 32736.513672
Iteration 173Q: 16 clusters Score -4.218978e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23925 members 
Mstep: Class 4 contains 7999 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 6985 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17159 members 
Mstep: Class 10 contains 482969 members 
Mstep: Class 11 contains 78277 members 
Mstep: Class 12 contains 2597 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 21841 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189804.000000 Penalty: 32736.513672
Iteration 174Q: 16 clusters Score -4.21898e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23928 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 6984 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17159 members 
Mstep: Class 10 contains 482967 members 
Mstep: Class 11 contains 78277 members 
Mstep: Class 12 contains 2597 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 21839 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189784.000000 Penalty: 32736.513672
Iteration 175Q: 16 clusters Score -4.218978e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23934 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 6981 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17159 members 
Mstep: Class 10 contains 482966 members 
Mstep: Class 11 contains 78277 members 
Mstep: Class 12 contains 2597 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 21837 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189784.000000 Penalty: 32736.513672
Iteration 176Q: 16 clusters Score -4.218978e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23943 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 6982 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17159 members 
Mstep: Class 10 contains 482964 members 
Mstep: Class 11 contains 78277 members 
Mstep: Class 12 contains 2597 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 21829 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189776.000000 Penalty: 32736.513672
Iteration 177Q: 16 clusters Score -4.218978e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23955 members 
Mstep: Class 4 contains 7997 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 6982 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17159 members 
Mstep: Class 10 contains 482960 members 
Mstep: Class 11 contains 78277 members 
Mstep: Class 12 contains 2597 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 21825 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189788.000000 Penalty: 32736.513672
Iteration 178Q: 16 clusters Score -4.218979e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23967 members 
Mstep: Class 4 contains 7993 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 6981 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17159 members 
Mstep: Class 10 contains 482955 members 
Mstep: Class 11 contains 78277 members 
Mstep: Class 12 contains 2597 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 21823 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189792.000000 Penalty: 32736.513672
Iteration 179Q: 16 clusters Score -4.218979e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23980 members 
Mstep: Class 4 contains 7989 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 6980 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17159 members 
Mstep: Class 10 contains 482949 members 
Mstep: Class 11 contains 78278 members 
Mstep: Class 12 contains 2597 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 21820 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189772.000000 Penalty: 32736.513672
Iteration 180F: 16 clusters Score -4.218977e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23987 members 
Mstep: Class 4 contains 7984 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 6979 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17159 members 
Mstep: Class 10 contains 482950 members 
Mstep: Class 11 contains 78278 members 
Mstep: Class 12 contains 2597 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 21818 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189780.000000 Penalty: 32736.513672
Iteration 181Q: 16 clusters Score -4.218978e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23990 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 6978 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17159 members 
Mstep: Class 10 contains 482953 members 
Mstep: Class 11 contains 78278 members 
Mstep: Class 12 contains 2597 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 21815 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189752.000000 Penalty: 32736.513672
Iteration 182Q: 16 clusters Score -4.218975e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23995 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 6978 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17159 members 
Mstep: Class 10 contains 482953 members 
Mstep: Class 11 contains 78278 members 
Mstep: Class 12 contains 2597 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 21812 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189764.000000 Penalty: 32736.513672
Iteration 183Q: 16 clusters Score -4.218976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23996 members 
Mstep: Class 4 contains 7981 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 6977 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17159 members 
Mstep: Class 10 contains 482954 members 
Mstep: Class 11 contains 78278 members 
Mstep: Class 12 contains 2597 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 21810 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189752.000000 Penalty: 32736.513672
Iteration 184Q: 16 clusters Score -4.218975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23999 members 
Mstep: Class 4 contains 7978 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 6977 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17159 members 
Mstep: Class 10 contains 482954 members 
Mstep: Class 11 contains 78278 members 
Mstep: Class 12 contains 2597 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 21810 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189760.000000 Penalty: 32736.513672
Iteration 185Q: 16 clusters Score -4.218976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 24002 members 
Mstep: Class 4 contains 7978 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 6976 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17159 members 
Mstep: Class 10 contains 482952 members 
Mstep: Class 11 contains 78278 members 
Mstep: Class 12 contains 2597 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 21810 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189760.000000 Penalty: 32736.513672
Iteration 186Q: 16 clusters Score -4.218976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 24004 members 
Mstep: Class 4 contains 7978 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 6976 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17159 members 
Mstep: Class 10 contains 482951 members 
Mstep: Class 11 contains 78278 members 
Mstep: Class 12 contains 2597 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 21809 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189760.000000 Penalty: 32736.513672
Iteration 187Q: 16 clusters Score -4.218976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 24007 members 
Mstep: Class 4 contains 7978 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 6976 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17159 members 
Mstep: Class 10 contains 482947 members 
Mstep: Class 11 contains 78278 members 
Mstep: Class 12 contains 2597 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 21810 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189772.000000 Penalty: 32736.513672
Iteration 188Q: 16 clusters Score -4.218977e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 24012 members 
Mstep: Class 4 contains 7978 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 6976 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17159 members 
Mstep: Class 10 contains 482944 members 
Mstep: Class 11 contains 78278 members 
Mstep: Class 12 contains 2597 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 21808 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189752.000000 Penalty: 32736.513672
Iteration 189Q: 16 clusters Score -4.218975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 24018 members 
Mstep: Class 4 contains 7978 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 6976 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17159 members 
Mstep: Class 10 contains 482940 members 
Mstep: Class 11 contains 78278 members 
Mstep: Class 12 contains 2597 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 21806 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189748.000000 Penalty: 32736.513672
Iteration 190Q: 16 clusters Score -4.218975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 24020 members 
Mstep: Class 4 contains 7978 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 6976 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17159 members 
Mstep: Class 10 contains 482938 members 
Mstep: Class 11 contains 78278 members 
Mstep: Class 12 contains 2597 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 21806 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189736.000000 Penalty: 32736.513672
Iteration 191Q: 16 clusters Score -4.218974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 24022 members 
Mstep: Class 4 contains 7978 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 6976 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17159 members 
Mstep: Class 10 contains 482936 members 
Mstep: Class 11 contains 78278 members 
Mstep: Class 12 contains 2597 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 21806 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189760.000000 Penalty: 32736.513672
Iteration 192Q: 16 clusters Score -4.218976e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 24022 members 
Mstep: Class 4 contains 7978 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 6976 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 17159 members 
Mstep: Class 10 contains 482936 members 
Mstep: Class 11 contains 78278 members 
Mstep: Class 12 contains 2597 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 21806 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189760.000000 Penalty: 32736.513672
Iteration 193F: 16 clusters Score -4.218976e+07 nChanged 0
Entering ConstructFrom: 
Score: -42189760.000000 Penalty: 32736.513672
Entering ConstructFrom: 
Trying to split cluster 1 (1433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Entering Unmasked Estep 
Score: -80216.531250 Penalty: 1180.972900
	Iteration 0F: 2 clusters Score -80216.53 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 722 members 
Entering Unmasked Estep 
Score: -78529.578125 Penalty: 2361.945801
	Iteration 0F: 3 clusters Score -78529.58 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -78948.453125 Penalty: 2361.945801
	Iteration 1F: 3 clusters Score -78948.45 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -79074.789062 Penalty: 2361.945801
	Iteration 2F: 3 clusters Score -79074.79 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -79144.273438 Penalty: 2361.945801
	Iteration 3F: 3 clusters Score -79144.27 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -79205.187500 Penalty: 2361.945801
	Iteration 4Q: 3 clusters Score -79205.19 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -79249.992188 Penalty: 2361.945801
	Iteration 5Q: 3 clusters Score -79249.99 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -79291.218750 Penalty: 2361.945801
	Iteration 6Q: 3 clusters Score -79291.22 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -79310.351562 Penalty: 2361.945801
	Iteration 7Q: 3 clusters Score -79310.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -79324.804688 Penalty: 2361.945801
	Iteration 8Q: 3 clusters Score -79324.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -79340.601562 Penalty: 2361.945801
	Iteration 9Q: 3 clusters Score -79340.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -79351.937500 Penalty: 2361.945801
	Iteration 10Q: 3 clusters Score -79351.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -79359.390625 Penalty: 2361.945801
	Iteration 11Q: 3 clusters Score -79359.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -79367.398438 Penalty: 2361.945801
	Iteration 12Q: 3 clusters Score -79367.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -79371.000000 Penalty: 2361.945801
	Iteration 13Q: 3 clusters Score -79371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -79372.875000 Penalty: 2361.945801
	Iteration 14Q: 3 clusters Score -79372.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -79376.820312 Penalty: 2361.945801
	Iteration 15Q: 3 clusters Score -79376.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -79381.296875 Penalty: 2361.945801
	Iteration 16Q: 3 clusters Score -79381.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -79385.562500 Penalty: 2361.945801
	Iteration 17Q: 3 clusters Score -79385.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -79390.593750 Penalty: 2361.945801
	Iteration 18Q: 3 clusters Score -79390.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -79392.625000 Penalty: 2361.945801
	Iteration 19Q: 3 clusters Score -79392.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -79396.046875 Penalty: 2361.945801
	Iteration 20F: 3 clusters Score -79396.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -79397.320312 Penalty: 2361.945801
	Iteration 21Q: 3 clusters Score -79397.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -79397.320312 Penalty: 2361.945801
	Iteration 22F: 3 clusters Score -79397.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Entering Unmasked Estep 
Score: -1565104.250000 Penalty: 1639.092896
	Iteration 0F: 2 clusters Score -1565104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1548664.875000 Penalty: 3278.185791
	Iteration 0F: 3 clusters Score -1548665 nChanged 11028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1554829.125000 Penalty: 3278.185791
	Iteration 1F: 3 clusters Score -1554829 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1555291.875000 Penalty: 3278.185791
	Iteration 2F: 3 clusters Score -1555292 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1555825.000000 Penalty: 3278.185791
	Iteration 3F: 3 clusters Score -1555825 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1556544.500000 Penalty: 3278.185791
	Iteration 4F: 3 clusters Score -1556544 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1557660.875000 Penalty: 3278.185791
	Iteration 5F: 3 clusters Score -1557661 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1558978.125000 Penalty: 3278.185791
	Iteration 6F: 3 clusters Score -1558978 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1560294.375000 Penalty: 3278.185791
	Iteration 7F: 3 clusters Score -1560294 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1561468.500000 Penalty: 3278.185791
	Iteration 8F: 3 clusters Score -1561468 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1562297.000000 Penalty: 3278.185791
	Iteration 9Q: 3 clusters Score -1562297 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1562748.875000 Penalty: 3278.185791
	Iteration 10Q: 3 clusters Score -1562749 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1563025.250000 Penalty: 3278.185791
	Iteration 11Q: 3 clusters Score -1563025 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1563202.625000 Penalty: 3278.185791
	Iteration 12Q: 3 clusters Score -1563203 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1563316.000000 Penalty: 3278.185791
	Iteration 13Q: 3 clusters Score -1563316 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1563408.500000 Penalty: 3278.185791
	Iteration 14Q: 3 clusters Score -1563408 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1563482.500000 Penalty: 3278.185791
	Iteration 15Q: 3 clusters Score -1563482 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1563521.250000 Penalty: 3278.185791
	Iteration 16Q: 3 clusters Score -1563521 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1563563.000000 Penalty: 3278.185791
	Iteration 17Q: 3 clusters Score -1563563 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1563592.375000 Penalty: 3278.185791
	Iteration 18Q: 3 clusters Score -1563592 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1563610.625000 Penalty: 3278.185791
	Iteration 19Q: 3 clusters Score -1563611 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1563630.000000 Penalty: 3278.185791
	Iteration 20F: 3 clusters Score -1563630 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1563646.875000 Penalty: 3278.185791
	Iteration 21Q: 3 clusters Score -1563647 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1563662.250000 Penalty: 3278.185791
	Iteration 22Q: 3 clusters Score -1563662 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1563679.750000 Penalty: 3278.185791
	Iteration 23Q: 3 clusters Score -1563680 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1563694.000000 Penalty: 3278.185791
	Iteration 24Q: 3 clusters Score -1563694 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1563708.625000 Penalty: 3278.185791
	Iteration 25Q: 3 clusters Score -1563709 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1563719.000000 Penalty: 3278.185791
	Iteration 26Q: 3 clusters Score -1563719 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1563721.500000 Penalty: 3278.185791
	Iteration 27Q: 3 clusters Score -1563722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1563732.250000 Penalty: 3278.185791
	Iteration 28Q: 3 clusters Score -1563732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1563736.375000 Penalty: 3278.185791
	Iteration 29Q: 3 clusters Score -1563736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1563744.125000 Penalty: 3278.185791
	Iteration 30Q: 3 clusters Score -1563744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1563742.875000 Penalty: 3278.185791
	Iteration 31Q: 3 clusters Score -1563743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1563742.250000 Penalty: 3278.185791
	Iteration 32Q: 3 clusters Score -1563742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1563743.500000 Penalty: 3278.185791
	Iteration 33Q: 3 clusters Score -1563744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1563747.250000 Penalty: 3278.185791
	Iteration 34Q: 3 clusters Score -1563747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1563747.375000 Penalty: 3278.185791
	Iteration 35Q: 3 clusters Score -1563747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1563746.625000 Penalty: 3278.185791
	Iteration 36Q: 3 clusters Score -1563747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1563749.000000 Penalty: 3278.185791
	Iteration 37Q: 3 clusters Score -1563749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1563748.750000 Penalty: 3278.185791
	Iteration 38Q: 3 clusters Score -1563749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1563752.375000 Penalty: 3278.185791
	Iteration 39Q: 3 clusters Score -1563752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1563753.875000 Penalty: 3278.185791
	Iteration 40F: 3 clusters Score -1563754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1563753.375000 Penalty: 3278.185791
	Iteration 41Q: 3 clusters Score -1563753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1563752.625000 Penalty: 3278.185791
	Iteration 42Q: 3 clusters Score -1563753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1563754.625000 Penalty: 3278.185791
	Iteration 43Q: 3 clusters Score -1563755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1563756.375000 Penalty: 3278.185791
	Iteration 44Q: 3 clusters Score -1563756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1563757.875000 Penalty: 3278.185791
	Iteration 45Q: 3 clusters Score -1563758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1563758.375000 Penalty: 3278.185791
	Iteration 46Q: 3 clusters Score -1563758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1563759.500000 Penalty: 3278.185791
	Iteration 47Q: 3 clusters Score -1563760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1563761.500000 Penalty: 3278.185791
	Iteration 48Q: 3 clusters Score -1563762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1563762.750000 Penalty: 3278.185791
	Iteration 49Q: 3 clusters Score -1563763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1563762.750000 Penalty: 3278.185791
	Iteration 50F: 3 clusters Score -1563763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Entering Unmasked Estep 
Score: -533252.125000 Penalty: 1459.971924
	Iteration 0F: 2 clusters Score -533252.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -527351.562500 Penalty: 2919.943848
	Iteration 0F: 3 clusters Score -527351.6 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -529097.375000 Penalty: 2919.943848
	Iteration 1F: 3 clusters Score -529097.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -529343.937500 Penalty: 2919.943848
	Iteration 2F: 3 clusters Score -529343.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -529572.812500 Penalty: 2919.943848
	Iteration 3F: 3 clusters Score -529572.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -529776.000000 Penalty: 2919.943848
	Iteration 4F: 3 clusters Score -529776 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -529980.000000 Penalty: 2919.943848
	Iteration 5Q: 3 clusters Score -529980 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -530213.562500 Penalty: 2919.943848
	Iteration 6Q: 3 clusters Score -530213.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -530519.312500 Penalty: 2919.943848
	Iteration 7F: 3 clusters Score -530519.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -530843.437500 Penalty: 2919.943848
	Iteration 8F: 3 clusters Score -530843.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -531155.125000 Penalty: 2919.943848
	Iteration 9Q: 3 clusters Score -531155.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -531439.500000 Penalty: 2919.943848
	Iteration 10Q: 3 clusters Score -531439.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -531633.187500 Penalty: 2919.943848
	Iteration 11Q: 3 clusters Score -531633.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -531763.125000 Penalty: 2919.943848
	Iteration 12Q: 3 clusters Score -531763.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -531829.625000 Penalty: 2919.943848
	Iteration 13Q: 3 clusters Score -531829.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -531873.062500 Penalty: 2919.943848
	Iteration 14Q: 3 clusters Score -531873.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -531904.500000 Penalty: 2919.943848
	Iteration 15Q: 3 clusters Score -531904.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -531928.437500 Penalty: 2919.943848
	Iteration 16Q: 3 clusters Score -531928.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -531951.750000 Penalty: 2919.943848
	Iteration 17Q: 3 clusters Score -531951.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -531969.562500 Penalty: 2919.943848
	Iteration 18Q: 3 clusters Score -531969.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -531979.750000 Penalty: 2919.943848
	Iteration 19Q: 3 clusters Score -531979.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -531992.000000 Penalty: 2919.943848
	Iteration 20F: 3 clusters Score -531992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -531998.875000 Penalty: 2919.943848
	Iteration 21Q: 3 clusters Score -531998.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -532006.625000 Penalty: 2919.943848
	Iteration 22Q: 3 clusters Score -532006.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -532015.500000 Penalty: 2919.943848
	Iteration 23Q: 3 clusters Score -532015.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -532020.312500 Penalty: 2919.943848
	Iteration 24Q: 3 clusters Score -532020.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -532028.562500 Penalty: 2919.943848
	Iteration 25Q: 3 clusters Score -532028.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -532033.750000 Penalty: 2919.943848
	Iteration 26Q: 3 clusters Score -532033.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -532038.562500 Penalty: 2919.943848
	Iteration 27Q: 3 clusters Score -532038.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -532043.937500 Penalty: 2919.943848
	Iteration 28Q: 3 clusters Score -532043.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -532044.750000 Penalty: 2919.943848
	Iteration 29Q: 3 clusters Score -532044.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -532047.125000 Penalty: 2919.943848
	Iteration 30Q: 3 clusters Score -532047.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -532050.125000 Penalty: 2919.943848
	Iteration 31Q: 3 clusters Score -532050.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -532051.937500 Penalty: 2919.943848
	Iteration 32Q: 3 clusters Score -532051.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -532053.000000 Penalty: 2919.943848
	Iteration 33Q: 3 clusters Score -532053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -532053.187500 Penalty: 2919.943848
	Iteration 34Q: 3 clusters Score -532053.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -532054.750000 Penalty: 2919.943848
	Iteration 35Q: 3 clusters Score -532054.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -532055.062500 Penalty: 2919.943848
	Iteration 36Q: 3 clusters Score -532055.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -532055.062500 Penalty: 2919.943848
	Iteration 37F: 3 clusters Score -532055.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Entering Unmasked Estep 
Score: -430156.156250 Penalty: 1437.228027
	Iteration 0F: 2 clusters Score -430156.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -424925.781250 Penalty: 2874.456055
	Iteration 0F: 3 clusters Score -424925.8 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -426565.406250 Penalty: 2874.456055
	Iteration 1F: 3 clusters Score -426565.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -426839.281250 Penalty: 2874.456055
	Iteration 2F: 3 clusters Score -426839.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -427076.968750 Penalty: 2874.456055
	Iteration 3F: 3 clusters Score -427077 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -427308.843750 Penalty: 2874.456055
	Iteration 4F: 3 clusters Score -427308.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -427551.218750 Penalty: 2874.456055
	Iteration 5F: 3 clusters Score -427551.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -427784.625000 Penalty: 2874.456055
	Iteration 6F: 3 clusters Score -427784.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -427986.875000 Penalty: 2874.456055
	Iteration 7Q: 3 clusters Score -427986.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -428165.343750 Penalty: 2874.456055
	Iteration 8Q: 3 clusters Score -428165.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -428314.906250 Penalty: 2874.456055
	Iteration 9Q: 3 clusters Score -428314.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -428443.468750 Penalty: 2874.456055
	Iteration 10Q: 3 clusters Score -428443.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -428556.625000 Penalty: 2874.456055
	Iteration 11Q: 3 clusters Score -428556.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -428637.687500 Penalty: 2874.456055
	Iteration 12Q: 3 clusters Score -428637.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -428731.062500 Penalty: 2874.456055
	Iteration 13Q: 3 clusters Score -428731.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -428801.812500 Penalty: 2874.456055
	Iteration 14Q: 3 clusters Score -428801.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -428857.843750 Penalty: 2874.456055
	Iteration 15Q: 3 clusters Score -428857.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -428897.593750 Penalty: 2874.456055
	Iteration 16Q: 3 clusters Score -428897.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -428926.156250 Penalty: 2874.456055
	Iteration 17Q: 3 clusters Score -428926.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -428948.406250 Penalty: 2874.456055
	Iteration 18Q: 3 clusters Score -428948.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -428971.125000 Penalty: 2874.456055
	Iteration 19Q: 3 clusters Score -428971.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -428984.687500 Penalty: 2874.456055
	Iteration 20F: 3 clusters Score -428984.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -428997.812500 Penalty: 2874.456055
	Iteration 21Q: 3 clusters Score -428997.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -429006.062500 Penalty: 2874.456055
	Iteration 22Q: 3 clusters Score -429006.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -429010.656250 Penalty: 2874.456055
	Iteration 23Q: 3 clusters Score -429010.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -429017.000000 Penalty: 2874.456055
	Iteration 24Q: 3 clusters Score -429017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -429024.062500 Penalty: 2874.456055
	Iteration 25Q: 3 clusters Score -429024.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -429031.000000 Penalty: 2874.456055
	Iteration 26Q: 3 clusters Score -429031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -429034.687500 Penalty: 2874.456055
	Iteration 27Q: 3 clusters Score -429034.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -429037.406250 Penalty: 2874.456055
	Iteration 28Q: 3 clusters Score -429037.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -429038.156250 Penalty: 2874.456055
	Iteration 29Q: 3 clusters Score -429038.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -429040.750000 Penalty: 2874.456055
	Iteration 30Q: 3 clusters Score -429040.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -429041.781250 Penalty: 2874.456055
	Iteration 31Q: 3 clusters Score -429041.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -429042.843750 Penalty: 2874.456055
	Iteration 32Q: 3 clusters Score -429042.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -429043.250000 Penalty: 2874.456055
	Iteration 33Q: 3 clusters Score -429043.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -429044.343750 Penalty: 2874.456055
	Iteration 34Q: 3 clusters Score -429044.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -429046.093750 Penalty: 2874.456055
	Iteration 35Q: 3 clusters Score -429046.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -429048.250000 Penalty: 2874.456055
	Iteration 36Q: 3 clusters Score -429048.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -429049.750000 Penalty: 2874.456055
	Iteration 37Q: 3 clusters Score -429049.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -429050.156250 Penalty: 2874.456055
	Iteration 38Q: 3 clusters Score -429050.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -429050.937500 Penalty: 2874.456055
	Iteration 39Q: 3 clusters Score -429050.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -429051.906250 Penalty: 2874.456055
	Iteration 40F: 3 clusters Score -429051.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -429053.718750 Penalty: 2874.456055
	Iteration 41Q: 3 clusters Score -429053.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -429055.218750 Penalty: 2874.456055
	Iteration 42Q: 3 clusters Score -429055.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -429056.906250 Penalty: 2874.456055
	Iteration 43Q: 3 clusters Score -429056.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -429057.781250 Penalty: 2874.456055
	Iteration 44Q: 3 clusters Score -429057.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -429059.000000 Penalty: 2874.456055
	Iteration 45Q: 3 clusters Score -429059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -429059.312500 Penalty: 2874.456055
	Iteration 46Q: 3 clusters Score -429059.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -429058.812500 Penalty: 2874.456055
	Iteration 47Q: 3 clusters Score -429058.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -429058.812500 Penalty: 2874.456055
	Iteration 48F: 3 clusters Score -429058.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Entering Unmasked Estep 
Score: -432191.875000 Penalty: 1438.162598
	Iteration 0F: 2 clusters Score -432191.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -426979.125000 Penalty: 2876.325195
	Iteration 0F: 3 clusters Score -426979.1 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -428521.937500 Penalty: 2876.325195
	Iteration 1F: 3 clusters Score -428521.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -428770.750000 Penalty: 2876.325195
	Iteration 2F: 3 clusters Score -428770.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -429073.500000 Penalty: 2876.325195
	Iteration 3Q: 3 clusters Score -429073.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -429384.406250 Penalty: 2876.325195
	Iteration 4F: 3 clusters Score -429384.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -429701.031250 Penalty: 2876.325195
	Iteration 5F: 3 clusters Score -429701 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -430036.250000 Penalty: 2876.325195
	Iteration 6F: 3 clusters Score -430036.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -430319.406250 Penalty: 2876.325195
	Iteration 7F: 3 clusters Score -430319.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -430571.750000 Penalty: 2876.325195
	Iteration 8F: 3 clusters Score -430571.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -430817.187500 Penalty: 2876.325195
	Iteration 9F: 3 clusters Score -430817.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -430992.250000 Penalty: 2876.325195
	Iteration 10Q: 3 clusters Score -430992.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -431138.281250 Penalty: 2876.325195
	Iteration 11Q: 3 clusters Score -431138.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -431227.406250 Penalty: 2876.325195
	Iteration 12Q: 3 clusters Score -431227.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -431292.656250 Penalty: 2876.325195
	Iteration 13Q: 3 clusters Score -431292.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -431343.156250 Penalty: 2876.325195
	Iteration 14Q: 3 clusters Score -431343.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -431382.656250 Penalty: 2876.325195
	Iteration 15Q: 3 clusters Score -431382.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -431415.406250 Penalty: 2876.325195
	Iteration 16Q: 3 clusters Score -431415.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -431436.812500 Penalty: 2876.325195
	Iteration 17Q: 3 clusters Score -431436.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -431460.281250 Penalty: 2876.325195
	Iteration 18Q: 3 clusters Score -431460.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -431481.750000 Penalty: 2876.325195
	Iteration 19Q: 3 clusters Score -431481.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -431497.187500 Penalty: 2876.325195
	Iteration 20F: 3 clusters Score -431497.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -431508.468750 Penalty: 2876.325195
	Iteration 21Q: 3 clusters Score -431508.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -431521.437500 Penalty: 2876.325195
	Iteration 22Q: 3 clusters Score -431521.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -431529.968750 Penalty: 2876.325195
	Iteration 23Q: 3 clusters Score -431530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -431535.593750 Penalty: 2876.325195
	Iteration 24Q: 3 clusters Score -431535.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -431541.968750 Penalty: 2876.325195
	Iteration 25Q: 3 clusters Score -431542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -431548.812500 Penalty: 2876.325195
	Iteration 26Q: 3 clusters Score -431548.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -431555.187500 Penalty: 2876.325195
	Iteration 27Q: 3 clusters Score -431555.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -431558.968750 Penalty: 2876.325195
	Iteration 28Q: 3 clusters Score -431559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -431561.812500 Penalty: 2876.325195
	Iteration 29Q: 3 clusters Score -431561.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -431563.468750 Penalty: 2876.325195
	Iteration 30Q: 3 clusters Score -431563.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -431567.375000 Penalty: 2876.325195
	Iteration 31Q: 3 clusters Score -431567.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -431569.625000 Penalty: 2876.325195
	Iteration 32Q: 3 clusters Score -431569.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -431573.625000 Penalty: 2876.325195
	Iteration 33Q: 3 clusters Score -431573.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -431574.687500 Penalty: 2876.325195
	Iteration 34Q: 3 clusters Score -431574.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -431578.093750 Penalty: 2876.325195
	Iteration 35Q: 3 clusters Score -431578.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -431583.718750 Penalty: 2876.325195
	Iteration 36Q: 3 clusters Score -431583.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -431584.281250 Penalty: 2876.325195
	Iteration 37Q: 3 clusters Score -431584.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -431586.781250 Penalty: 2876.325195
	Iteration 38Q: 3 clusters Score -431586.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -431588.812500 Penalty: 2876.325195
	Iteration 39Q: 3 clusters Score -431588.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -431592.031250 Penalty: 2876.325195
	Iteration 40F: 3 clusters Score -431592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -431594.406250 Penalty: 2876.325195
	Iteration 41Q: 3 clusters Score -431594.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -431598.750000 Penalty: 2876.325195
	Iteration 42Q: 3 clusters Score -431598.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -431606.656250 Penalty: 2876.325195
	Iteration 43Q: 3 clusters Score -431606.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -431617.750000 Penalty: 2876.325195
	Iteration 44Q: 3 clusters Score -431617.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -431632.406250 Penalty: 2876.325195
	Iteration 45Q: 3 clusters Score -431632.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -431651.968750 Penalty: 2876.325195
	Iteration 46Q: 3 clusters Score -431652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -431674.343750 Penalty: 2876.325195
	Iteration 47Q: 3 clusters Score -431674.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -431698.593750 Penalty: 2876.325195
	Iteration 48Q: 3 clusters Score -431698.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -431723.375000 Penalty: 2876.325195
	Iteration 49Q: 3 clusters Score -431723.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -431740.343750 Penalty: 2876.325195
	Iteration 50Q: 3 clusters Score -431740.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -431752.156250 Penalty: 2876.325195
	Iteration 51Q: 3 clusters Score -431752.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -431761.687500 Penalty: 2876.325195
	Iteration 52Q: 3 clusters Score -431761.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -431764.093750 Penalty: 2876.325195
	Iteration 53Q: 3 clusters Score -431764.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -431765.687500 Penalty: 2876.325195
	Iteration 54Q: 3 clusters Score -431765.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -431766.156250 Penalty: 2876.325195
	Iteration 55Q: 3 clusters Score -431766.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -431766.156250 Penalty: 2876.325195
	Iteration 56F: 3 clusters Score -431766.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Entering Unmasked Estep 
Score: -433269.375000 Penalty: 1438.790161
	Iteration 0F: 2 clusters Score -433269.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -427997.843750 Penalty: 2877.580322
	Iteration 0F: 3 clusters Score -427997.8 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -429521.031250 Penalty: 2877.580322
	Iteration 1F: 3 clusters Score -429521 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -429736.968750 Penalty: 2877.580322
	Iteration 2F: 3 clusters Score -429737 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -429898.625000 Penalty: 2877.580322
	Iteration 3F: 3 clusters Score -429898.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -430042.218750 Penalty: 2877.580322
	Iteration 4Q: 3 clusters Score -430042.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -430173.750000 Penalty: 2877.580322
	Iteration 5Q: 3 clusters Score -430173.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -430333.281250 Penalty: 2877.580322
	Iteration 6Q: 3 clusters Score -430333.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -430518.062500 Penalty: 2877.580322
	Iteration 7Q: 3 clusters Score -430518.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -430736.031250 Penalty: 2877.580322
	Iteration 8Q: 3 clusters Score -430736 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -430968.125000 Penalty: 2877.580322
	Iteration 9Q: 3 clusters Score -430968.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -431186.781250 Penalty: 2877.580322
	Iteration 10Q: 3 clusters Score -431186.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -431378.250000 Penalty: 2877.580322
	Iteration 11Q: 3 clusters Score -431378.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -431552.875000 Penalty: 2877.580322
	Iteration 12Q: 3 clusters Score -431552.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -431730.593750 Penalty: 2877.580322
	Iteration 13Q: 3 clusters Score -431730.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -431874.531250 Penalty: 2877.580322
	Iteration 14Q: 3 clusters Score -431874.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -431964.593750 Penalty: 2877.580322
	Iteration 15Q: 3 clusters Score -431964.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -432033.500000 Penalty: 2877.580322
	Iteration 16Q: 3 clusters Score -432033.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -432081.468750 Penalty: 2877.580322
	Iteration 17Q: 3 clusters Score -432081.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -432131.093750 Penalty: 2877.580322
	Iteration 18Q: 3 clusters Score -432131.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -432170.406250 Penalty: 2877.580322
	Iteration 19Q: 3 clusters Score -432170.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -432198.468750 Penalty: 2877.580322
	Iteration 20F: 3 clusters Score -432198.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -432218.093750 Penalty: 2877.580322
	Iteration 21Q: 3 clusters Score -432218.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -432232.968750 Penalty: 2877.580322
	Iteration 22Q: 3 clusters Score -432233 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -432241.718750 Penalty: 2877.580322
	Iteration 23Q: 3 clusters Score -432241.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -432249.375000 Penalty: 2877.580322
	Iteration 24Q: 3 clusters Score -432249.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -432253.812500 Penalty: 2877.580322
	Iteration 25Q: 3 clusters Score -432253.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -432255.218750 Penalty: 2877.580322
	Iteration 26Q: 3 clusters Score -432255.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -432257.437500 Penalty: 2877.580322
	Iteration 27Q: 3 clusters Score -432257.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -432259.281250 Penalty: 2877.580322
	Iteration 28Q: 3 clusters Score -432259.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -432260.968750 Penalty: 2877.580322
	Iteration 29Q: 3 clusters Score -432261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -432262.906250 Penalty: 2877.580322
	Iteration 30Q: 3 clusters Score -432262.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -432265.093750 Penalty: 2877.580322
	Iteration 31Q: 3 clusters Score -432265.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -432266.281250 Penalty: 2877.580322
	Iteration 32Q: 3 clusters Score -432266.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -432266.468750 Penalty: 2877.580322
	Iteration 33Q: 3 clusters Score -432266.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -432266.750000 Penalty: 2877.580322
	Iteration 34Q: 3 clusters Score -432266.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -432266.750000 Penalty: 2877.580322
	Iteration 35F: 3 clusters Score -432266.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Entering Unmasked Estep 
Score: -1041453.375000 Penalty: 1584.420288
	Iteration 0F: 2 clusters Score -1041453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1029715.812500 Penalty: 3168.840576
	Iteration 0F: 3 clusters Score -1029716 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1033860.250000 Penalty: 3168.840576
	Iteration 1F: 3 clusters Score -1033860 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1034426.812500 Penalty: 3168.840576
	Iteration 2F: 3 clusters Score -1034427 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1035180.750000 Penalty: 3168.840576
	Iteration 3F: 3 clusters Score -1035181 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1036047.875000 Penalty: 3168.840576
	Iteration 4F: 3 clusters Score -1036048 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1036854.062500 Penalty: 3168.840576
	Iteration 5F: 3 clusters Score -1036854 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1037570.250000 Penalty: 3168.840576
	Iteration 6F: 3 clusters Score -1037570 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1038178.812500 Penalty: 3168.840576
	Iteration 7F: 3 clusters Score -1038179 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1038690.437500 Penalty: 3168.840576
	Iteration 8Q: 3 clusters Score -1038690 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1039112.187500 Penalty: 3168.840576
	Iteration 9Q: 3 clusters Score -1039112 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1039433.750000 Penalty: 3168.840576
	Iteration 10Q: 3 clusters Score -1039434 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1039673.437500 Penalty: 3168.840576
	Iteration 11Q: 3 clusters Score -1039673 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1039856.500000 Penalty: 3168.840576
	Iteration 12Q: 3 clusters Score -1039856 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1040006.437500 Penalty: 3168.840576
	Iteration 13Q: 3 clusters Score -1040006 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1040124.125000 Penalty: 3168.840576
	Iteration 14Q: 3 clusters Score -1040124 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1040215.437500 Penalty: 3168.840576
	Iteration 15Q: 3 clusters Score -1040215 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1040303.500000 Penalty: 3168.840576
	Iteration 16Q: 3 clusters Score -1040304 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1040372.750000 Penalty: 3168.840576
	Iteration 17Q: 3 clusters Score -1040373 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1040430.687500 Penalty: 3168.840576
	Iteration 18Q: 3 clusters Score -1040431 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1040473.562500 Penalty: 3168.840576
	Iteration 19Q: 3 clusters Score -1040474 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1040509.125000 Penalty: 3168.840576
	Iteration 20F: 3 clusters Score -1040509 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1040534.437500 Penalty: 3168.840576
	Iteration 21Q: 3 clusters Score -1040534 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1040557.750000 Penalty: 3168.840576
	Iteration 22Q: 3 clusters Score -1040558 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1040569.812500 Penalty: 3168.840576
	Iteration 23Q: 3 clusters Score -1040570 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1040585.812500 Penalty: 3168.840576
	Iteration 24Q: 3 clusters Score -1040586 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1040593.625000 Penalty: 3168.840576
	Iteration 25Q: 3 clusters Score -1040594 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1040603.812500 Penalty: 3168.840576
	Iteration 26Q: 3 clusters Score -1040604 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1040624.500000 Penalty: 3168.840576
	Iteration 27Q: 3 clusters Score -1040624 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1040644.750000 Penalty: 3168.840576
	Iteration 28Q: 3 clusters Score -1040645 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1040668.812500 Penalty: 3168.840576
	Iteration 29Q: 3 clusters Score -1040669 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1040688.062500 Penalty: 3168.840576
	Iteration 30Q: 3 clusters Score -1040688 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1040709.875000 Penalty: 3168.840576
	Iteration 31Q: 3 clusters Score -1040710 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1040728.812500 Penalty: 3168.840576
	Iteration 32Q: 3 clusters Score -1040729 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1040753.250000 Penalty: 3168.840576
	Iteration 33Q: 3 clusters Score -1040753 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1040780.562500 Penalty: 3168.840576
	Iteration 34Q: 3 clusters Score -1040781 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1040805.875000 Penalty: 3168.840576
	Iteration 35Q: 3 clusters Score -1040806 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1040829.062500 Penalty: 3168.840576
	Iteration 36Q: 3 clusters Score -1040829 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1040843.125000 Penalty: 3168.840576
	Iteration 37Q: 3 clusters Score -1040843 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1040857.625000 Penalty: 3168.840576
	Iteration 38Q: 3 clusters Score -1040858 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1040867.875000 Penalty: 3168.840576
	Iteration 39Q: 3 clusters Score -1040868 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1040887.500000 Penalty: 3168.840576
	Iteration 40F: 3 clusters Score -1040888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1040891.687500 Penalty: 3168.840576
	Iteration 41Q: 3 clusters Score -1040892 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1040895.062500 Penalty: 3168.840576
	Iteration 42Q: 3 clusters Score -1040895 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1040901.687500 Penalty: 3168.840576
	Iteration 43Q: 3 clusters Score -1040902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1040906.312500 Penalty: 3168.840576
	Iteration 44Q: 3 clusters Score -1040906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1040910.000000 Penalty: 3168.840576
	Iteration 45Q: 3 clusters Score -1040910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1040912.562500 Penalty: 3168.840576
	Iteration 46Q: 3 clusters Score -1040913 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1040913.562500 Penalty: 3168.840576
	Iteration 47Q: 3 clusters Score -1040914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1040913.375000 Penalty: 3168.840576
	Iteration 48Q: 3 clusters Score -1040913 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1040919.437500 Penalty: 3168.840576
	Iteration 49Q: 3 clusters Score -1040919 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1040925.750000 Penalty: 3168.840576
	Iteration 50Q: 3 clusters Score -1040926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1040923.687500 Penalty: 3168.840576
	Iteration 51Q: 3 clusters Score -1040924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1040925.937500 Penalty: 3168.840576
	Iteration 52Q: 3 clusters Score -1040926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1040925.875000 Penalty: 3168.840576
	Iteration 53Q: 3 clusters Score -1040926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1040927.875000 Penalty: 3168.840576
	Iteration 54Q: 3 clusters Score -1040928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1040929.250000 Penalty: 3168.840576
	Iteration 55Q: 3 clusters Score -1040929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1040929.437500 Penalty: 3168.840576
	Iteration 56Q: 3 clusters Score -1040929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1040928.562500 Penalty: 3168.840576
	Iteration 57Q: 3 clusters Score -1040929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1040929.562500 Penalty: 3168.840576
	Iteration 58Q: 3 clusters Score -1040930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1040930.812500 Penalty: 3168.840576
	Iteration 59Q: 3 clusters Score -1040931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1040931.562500 Penalty: 3168.840576
	Iteration 60F: 3 clusters Score -1040932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1040935.812500 Penalty: 3168.840576
	Iteration 61Q: 3 clusters Score -1040936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1040935.437500 Penalty: 3168.840576
	Iteration 62Q: 3 clusters Score -1040935 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1040943.312500 Penalty: 3168.840576
	Iteration 63Q: 3 clusters Score -1040943 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1040942.937500 Penalty: 3168.840576
	Iteration 64Q: 3 clusters Score -1040943 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1040944.125000 Penalty: 3168.840576
	Iteration 65Q: 3 clusters Score -1040944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1040948.875000 Penalty: 3168.840576
	Iteration 66Q: 3 clusters Score -1040949 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1040952.375000 Penalty: 3168.840576
	Iteration 67Q: 3 clusters Score -1040952 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1040959.312500 Penalty: 3168.840576
	Iteration 68Q: 3 clusters Score -1040959 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1040964.500000 Penalty: 3168.840576
	Iteration 69Q: 3 clusters Score -1040964 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1040970.250000 Penalty: 3168.840576
	Iteration 70Q: 3 clusters Score -1040970 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1040976.000000 Penalty: 3168.840576
	Iteration 71Q: 3 clusters Score -1040976 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1040982.812500 Penalty: 3168.840576
	Iteration 72Q: 3 clusters Score -1040983 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1040985.312500 Penalty: 3168.840576
	Iteration 73Q: 3 clusters Score -1040985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1040987.562500 Penalty: 3168.840576
	Iteration 74Q: 3 clusters Score -1040988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1040987.437500 Penalty: 3168.840576
	Iteration 75Q: 3 clusters Score -1040987 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1040989.375000 Penalty: 3168.840576
	Iteration 76Q: 3 clusters Score -1040989 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1040991.562500 Penalty: 3168.840576
	Iteration 77Q: 3 clusters Score -1040992 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1040996.125000 Penalty: 3168.840576
	Iteration 78Q: 3 clusters Score -1040996 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1040995.437500 Penalty: 3168.840576
	Iteration 79Q: 3 clusters Score -1040995 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1041000.937500 Penalty: 3168.840576
	Iteration 80F: 3 clusters Score -1041001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1041001.812500 Penalty: 3168.840576
	Iteration 81Q: 3 clusters Score -1041002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1041007.062500 Penalty: 3168.840576
	Iteration 82Q: 3 clusters Score -1041007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1041007.187500 Penalty: 3168.840576
	Iteration 83Q: 3 clusters Score -1041007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1041010.937500 Penalty: 3168.840576
	Iteration 84Q: 3 clusters Score -1041011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1041010.250000 Penalty: 3168.840576
	Iteration 85Q: 3 clusters Score -1041010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1041010.375000 Penalty: 3168.840576
	Iteration 86Q: 3 clusters Score -1041010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1041009.000000 Penalty: 3168.840576
	Iteration 87Q: 3 clusters Score -1041009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1041012.937500 Penalty: 3168.840576
	Iteration 88Q: 3 clusters Score -1041013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1041011.125000 Penalty: 3168.840576
	Iteration 89Q: 3 clusters Score -1041011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1041012.250000 Penalty: 3168.840576
	Iteration 90Q: 3 clusters Score -1041012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1041013.062500 Penalty: 3168.840576
	Iteration 91Q: 3 clusters Score -1041013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1041013.500000 Penalty: 3168.840576
	Iteration 92Q: 3 clusters Score -1041014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1041012.687500 Penalty: 3168.840576
	Iteration 93Q: 3 clusters Score -1041013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1041012.750000 Penalty: 3168.840576
	Iteration 94Q: 3 clusters Score -1041013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1041016.062500 Penalty: 3168.840576
	Iteration 95Q: 3 clusters Score -1041016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1041017.187500 Penalty: 3168.840576
	Iteration 96Q: 3 clusters Score -1041017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1041015.687500 Penalty: 3168.840576
	Iteration 97Q: 3 clusters Score -1041016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1041016.125000 Penalty: 3168.840576
	Iteration 98Q: 3 clusters Score -1041016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1041018.750000 Penalty: 3168.840576
	Iteration 99Q: 3 clusters Score -1041019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1041016.750000 Penalty: 3168.840576
	Iteration 100F: 3 clusters Score -1041017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1041015.687500 Penalty: 3168.840576
	Iteration 101Q: 3 clusters Score -1041016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1041018.937500 Penalty: 3168.840576
	Iteration 102Q: 3 clusters Score -1041019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1041021.750000 Penalty: 3168.840576
	Iteration 103Q: 3 clusters Score -1041022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1041024.375000 Penalty: 3168.840576
	Iteration 104Q: 3 clusters Score -1041024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1041023.750000 Penalty: 3168.840576
	Iteration 105Q: 3 clusters Score -1041024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1041025.187500 Penalty: 3168.840576
	Iteration 106Q: 3 clusters Score -1041025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1041026.500000 Penalty: 3168.840576
	Iteration 107Q: 3 clusters Score -1041026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1041027.437500 Penalty: 3168.840576
	Iteration 108Q: 3 clusters Score -1041027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1041026.937500 Penalty: 3168.840576
	Iteration 109Q: 3 clusters Score -1041027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1041027.250000 Penalty: 3168.840576
	Iteration 110Q: 3 clusters Score -1041027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1041027.187500 Penalty: 3168.840576
	Iteration 111Q: 3 clusters Score -1041027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1041029.375000 Penalty: 3168.840576
	Iteration 112Q: 3 clusters Score -1041029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1041026.562500 Penalty: 3168.840576
	Iteration 113Q: 3 clusters Score -1041027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1041025.750000 Penalty: 3168.840576
	Iteration 114Q: 3 clusters Score -1041026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1041025.750000 Penalty: 3168.840576
	Iteration 115F: 3 clusters Score -1041026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (482936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482936 members 
Entering Unmasked Estep 
Score: -30585792.000000 Penalty: 2126.741455
	Iteration 0F: 2 clusters Score -3.058579e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240978 members 
Mstep: Class 2 contains 241958 members 
Entering Unmasked Estep 
Score: -30259214.000000 Penalty: 4253.482910
	Iteration 0F: 3 clusters Score -3.025921e+07 nChanged 236971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226951 members 
Mstep: Class 2 contains 255985 members 
Entering Unmasked Estep 
Score: -30403498.000000 Penalty: 4253.482910
	Iteration 1F: 3 clusters Score -3.04035e+07 nChanged 13989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217220 members 
Mstep: Class 2 contains 265716 members 
Entering Unmasked Estep 
Score: -30407402.000000 Penalty: 4253.482910
	Iteration 2Q: 3 clusters Score -3.04074e+07 nChanged 18253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201831 members 
Mstep: Class 2 contains 281105 members 
Entering Unmasked Estep 
Score: -30414374.000000 Penalty: 4253.482910
	Iteration 3Q: 3 clusters Score -3.041437e+07 nChanged 25176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178281 members 
Mstep: Class 2 contains 304655 members 
Entering Unmasked Estep 
Score: -30427170.000000 Penalty: 4253.482910
	Iteration 4F: 3 clusters Score -3.042717e+07 nChanged 34383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144628 members 
Mstep: Class 2 contains 338308 members 
Entering Unmasked Estep 
Score: -30451684.000000 Penalty: 4253.482910
	Iteration 5F: 3 clusters Score -3.045168e+07 nChanged 41991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102873 members 
Mstep: Class 2 contains 380063 members 
Entering Unmasked Estep 
Score: -30488432.000000 Penalty: 4253.482910
	Iteration 6F: 3 clusters Score -3.048843e+07 nChanged 41460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61459 members 
Mstep: Class 2 contains 421477 members 
Entering Unmasked Estep 
Score: -30527434.000000 Penalty: 4253.482910
	Iteration 7F: 3 clusters Score -3.052743e+07 nChanged 31328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 452789 members 
Entering Unmasked Estep 
Score: -30558082.000000 Penalty: 4253.482910
	Iteration 8F: 3 clusters Score -3.055808e+07 nChanged 17695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 470482 members 
Entering Unmasked Estep 
Score: -30573990.000000 Penalty: 4253.482910
	Iteration 9Q: 3 clusters Score -3.057399e+07 nChanged 7786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 478264 members 
Entering Unmasked Estep 
Score: -30580634.000000 Penalty: 4253.482910
	Iteration 10Q: 3 clusters Score -3.058063e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 481090 members 
Entering Unmasked Estep 
Score: -30582708.000000 Penalty: 4253.482910
	Iteration 11Q: 3 clusters Score -3.058271e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 481995 members 
Entering Unmasked Estep 
Score: -30583504.000000 Penalty: 4253.482910
	Iteration 12Q: 3 clusters Score -3.05835e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 482310 members 
Entering Unmasked Estep 
Score: -30583788.000000 Penalty: 4253.482910
	Iteration 13Q: 3 clusters Score -3.058379e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 482404 members 
Entering Unmasked Estep 
Score: -30583944.000000 Penalty: 4253.482910
	Iteration 14Q: 3 clusters Score -3.058394e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 482433 members 
Entering Unmasked Estep 
Score: -30584042.000000 Penalty: 4253.482910
	Iteration 15Q: 3 clusters Score -3.058404e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 482450 members 
Entering Unmasked Estep 
Score: -30584088.000000 Penalty: 4253.482910
	Iteration 16Q: 3 clusters Score -3.058409e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 482449 members 
Entering Unmasked Estep 
Score: -30584128.000000 Penalty: 4253.482910
	Iteration 17Q: 3 clusters Score -3.058413e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 482448 members 
Entering Unmasked Estep 
Score: -30584144.000000 Penalty: 4253.482910
	Iteration 18Q: 3 clusters Score -3.058414e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 482446 members 
Entering Unmasked Estep 
Score: -30584150.000000 Penalty: 4253.482910
	Iteration 19Q: 3 clusters Score -3.058415e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 482441 members 
Entering Unmasked Estep 
Score: -30584160.000000 Penalty: 4253.482910
	Iteration 20F: 3 clusters Score -3.058416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 482439 members 
Entering Unmasked Estep 
Score: -30584164.000000 Penalty: 4253.482910
	Iteration 21Q: 3 clusters Score -3.058416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 482437 members 
Entering Unmasked Estep 
Score: -30584164.000000 Penalty: 4253.482910
	Iteration 22Q: 3 clusters Score -3.058416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 482437 members 
Entering Unmasked Estep 
Score: -30584168.000000 Penalty: 4253.482910
	Iteration 23Q: 3 clusters Score -3.058417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 482439 members 
Entering Unmasked Estep 
Score: -30584168.000000 Penalty: 4253.482910
	Iteration 24Q: 3 clusters Score -3.058417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 482437 members 
Entering Unmasked Estep 
Score: -30584180.000000 Penalty: 4253.482910
	Iteration 25Q: 3 clusters Score -3.058418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 482439 members 
Entering Unmasked Estep 
Score: -30584182.000000 Penalty: 4253.482910
	Iteration 26Q: 3 clusters Score -3.058418e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 482437 members 
Entering Unmasked Estep 
Score: -30584200.000000 Penalty: 4253.482910
	Iteration 27Q: 3 clusters Score -3.05842e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 482438 members 
Entering Unmasked Estep 
Score: -30584208.000000 Penalty: 4253.482910
	Iteration 28Q: 3 clusters Score -3.058421e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 482439 members 
Entering Unmasked Estep 
Score: -30584194.000000 Penalty: 4253.482910
	Iteration 29Q: 3 clusters Score -3.058419e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 482443 members 
Entering Unmasked Estep 
Score: -30584200.000000 Penalty: 4253.482910
	Iteration 30Q: 3 clusters Score -3.05842e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 482445 members 
Entering Unmasked Estep 
Score: -30584224.000000 Penalty: 4253.482910
	Iteration 31Q: 3 clusters Score -3.058422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 482444 members 
Entering Unmasked Estep 
Score: -30584222.000000 Penalty: 4253.482910
	Iteration 32Q: 3 clusters Score -3.058422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 482444 members 
Entering Unmasked Estep 
Score: -30584230.000000 Penalty: 4253.482910
	Iteration 33Q: 3 clusters Score -3.058423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 482450 members 
Entering Unmasked Estep 
Score: -30584222.000000 Penalty: 4253.482910
	Iteration 34Q: 3 clusters Score -3.058422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 482451 members 
Entering Unmasked Estep 
Score: -30584218.000000 Penalty: 4253.482910
	Iteration 35Q: 3 clusters Score -3.058422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 482450 members 
Entering Unmasked Estep 
Score: -30584224.000000 Penalty: 4253.482910
	Iteration 36Q: 3 clusters Score -3.058422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 482450 members 
Entering Unmasked Estep 
Score: -30584224.000000 Penalty: 4253.482910
	Iteration 37F: 3 clusters Score -3.058422e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (78278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78278 members 
Entering Unmasked Estep 
Score: -4910791.500000 Penalty: 1831.053467
	Iteration 0F: 2 clusters Score -4910792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -4858636.500000 Penalty: 3662.106934
	Iteration 0F: 3 clusters Score -4858636 nChanged 37125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
Score: -4879646.500000 Penalty: 3662.106934
	Iteration 1F: 3 clusters Score -4879646 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -4880319.000000 Penalty: 3662.106934
	Iteration 2Q: 3 clusters Score -4880319 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -4881163.500000 Penalty: 3662.106934
	Iteration 3Q: 3 clusters Score -4881164 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -4882348.000000 Penalty: 3662.106934
	Iteration 4Q: 3 clusters Score -4882348 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 37334 members 
Entering Unmasked Estep 
Score: -4883997.500000 Penalty: 3662.106934
	Iteration 5Q: 3 clusters Score -4883998 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -4886142.500000 Penalty: 3662.106934
	Iteration 6F: 3 clusters Score -4886142 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -4888532.000000 Penalty: 3662.106934
	Iteration 7F: 3 clusters Score -4888532 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -4890688.000000 Penalty: 3662.106934
	Iteration 8F: 3 clusters Score -4890688 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -4892502.000000 Penalty: 3662.106934
	Iteration 9F: 3 clusters Score -4892502 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43215 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -4893737.000000 Penalty: 3662.106934
	Iteration 10Q: 3 clusters Score -4893737 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -4894569.000000 Penalty: 3662.106934
	Iteration 11Q: 3 clusters Score -4894569 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -4895198.500000 Penalty: 3662.106934
	Iteration 12Q: 3 clusters Score -4895198 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47237 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -4895728.000000 Penalty: 3662.106934
	Iteration 13Q: 3 clusters Score -4895728 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49048 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -4896339.500000 Penalty: 3662.106934
	Iteration 14Q: 3 clusters Score -4896340 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51212 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -4897016.000000 Penalty: 3662.106934
	Iteration 15Q: 3 clusters Score -4897016 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53671 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -4897867.000000 Penalty: 3662.106934
	Iteration 16Q: 3 clusters Score -4897867 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56462 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -4898975.500000 Penalty: 3662.106934
	Iteration 17Q: 3 clusters Score -4898976 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59494 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -4900288.500000 Penalty: 3662.106934
	Iteration 18Q: 3 clusters Score -4900288 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62670 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -4901797.000000 Penalty: 3662.106934
	Iteration 19Q: 3 clusters Score -4901797 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65772 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -4903406.500000 Penalty: 3662.106934
	Iteration 20F: 3 clusters Score -4903406 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68593 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -4904869.000000 Penalty: 3662.106934
	Iteration 21Q: 3 clusters Score -4904869 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70964 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -4906156.500000 Penalty: 3662.106934
	Iteration 22Q: 3 clusters Score -4906156 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72835 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -4907159.000000 Penalty: 3662.106934
	Iteration 23Q: 3 clusters Score -4907159 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74167 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -4907863.000000 Penalty: 3662.106934
	Iteration 24Q: 3 clusters Score -4907863 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75104 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -4908351.000000 Penalty: 3662.106934
	Iteration 25Q: 3 clusters Score -4908351 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75728 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -4908653.000000 Penalty: 3662.106934
	Iteration 26Q: 3 clusters Score -4908653 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76142 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -4908831.000000 Penalty: 3662.106934
	Iteration 27Q: 3 clusters Score -4908831 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76415 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -4908973.000000 Penalty: 3662.106934
	Iteration 28Q: 3 clusters Score -4908973 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76624 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -4909046.000000 Penalty: 3662.106934
	Iteration 29Q: 3 clusters Score -4909046 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76765 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -4909113.500000 Penalty: 3662.106934
	Iteration 30Q: 3 clusters Score -4909114 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76868 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4909174.000000 Penalty: 3662.106934
	Iteration 31Q: 3 clusters Score -4909174 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76968 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4909212.000000 Penalty: 3662.106934
	Iteration 32Q: 3 clusters Score -4909212 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77037 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4909240.000000 Penalty: 3662.106934
	Iteration 33Q: 3 clusters Score -4909240 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77082 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4909265.000000 Penalty: 3662.106934
	Iteration 34Q: 3 clusters Score -4909265 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77120 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4909273.500000 Penalty: 3662.106934
	Iteration 35Q: 3 clusters Score -4909274 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77153 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4909285.000000 Penalty: 3662.106934
	Iteration 36Q: 3 clusters Score -4909285 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77175 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4909298.500000 Penalty: 3662.106934
	Iteration 37Q: 3 clusters Score -4909298 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77198 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4909317.500000 Penalty: 3662.106934
	Iteration 38Q: 3 clusters Score -4909318 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77221 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4909329.500000 Penalty: 3662.106934
	Iteration 39Q: 3 clusters Score -4909330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77245 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4909339.000000 Penalty: 3662.106934
	Iteration 40F: 3 clusters Score -4909339 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77268 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4909359.000000 Penalty: 3662.106934
	Iteration 41Q: 3 clusters Score -4909359 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77276 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -4909370.000000 Penalty: 3662.106934
	Iteration 42Q: 3 clusters Score -4909370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77286 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4909379.500000 Penalty: 3662.106934
	Iteration 43Q: 3 clusters Score -4909380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77301 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4909376.000000 Penalty: 3662.106934
	Iteration 44Q: 3 clusters Score -4909376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77313 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4909379.500000 Penalty: 3662.106934
	Iteration 45Q: 3 clusters Score -4909380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77320 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4909375.000000 Penalty: 3662.106934
	Iteration 46Q: 3 clusters Score -4909375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77328 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4909378.500000 Penalty: 3662.106934
	Iteration 47Q: 3 clusters Score -4909378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77335 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4909376.500000 Penalty: 3662.106934
	Iteration 48Q: 3 clusters Score -4909376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77339 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4909387.000000 Penalty: 3662.106934
	Iteration 49Q: 3 clusters Score -4909387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77348 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4909386.500000 Penalty: 3662.106934
	Iteration 50Q: 3 clusters Score -4909386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77353 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4909390.000000 Penalty: 3662.106934
	Iteration 51Q: 3 clusters Score -4909390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77357 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4909390.000000 Penalty: 3662.106934
	Iteration 52Q: 3 clusters Score -4909390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77362 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4909390.000000 Penalty: 3662.106934
	Iteration 53Q: 3 clusters Score -4909390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77364 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4909394.500000 Penalty: 3662.106934
	Iteration 54Q: 3 clusters Score -4909394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77367 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4909391.000000 Penalty: 3662.106934
	Iteration 55Q: 3 clusters Score -4909391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77367 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4909393.000000 Penalty: 3662.106934
	Iteration 56Q: 3 clusters Score -4909393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77367 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4909393.000000 Penalty: 3662.106934
	Iteration 57F: 3 clusters Score -4909393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Entering Unmasked Estep 
Score: -178043.859375 Penalty: 1277.593262
	Iteration 0F: 2 clusters Score -178043.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -175530.359375 Penalty: 2555.186523
	Iteration 0F: 3 clusters Score -175530.4 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -176113.328125 Penalty: 2555.186523
	Iteration 1F: 3 clusters Score -176113.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -176236.671875 Penalty: 2555.186523
	Iteration 2F: 3 clusters Score -176236.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -176306.250000 Penalty: 2555.186523
	Iteration 3F: 3 clusters Score -176306.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -176339.750000 Penalty: 2555.186523
	Iteration 4Q: 3 clusters Score -176339.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -176368.781250 Penalty: 2555.186523
	Iteration 5Q: 3 clusters Score -176368.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -176388.125000 Penalty: 2555.186523
	Iteration 6Q: 3 clusters Score -176388.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -176403.171875 Penalty: 2555.186523
	Iteration 7Q: 3 clusters Score -176403.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -176416.125000 Penalty: 2555.186523
	Iteration 8Q: 3 clusters Score -176416.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -176423.828125 Penalty: 2555.186523
	Iteration 9Q: 3 clusters Score -176423.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -176430.953125 Penalty: 2555.186523
	Iteration 10Q: 3 clusters Score -176431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -176439.171875 Penalty: 2555.186523
	Iteration 11Q: 3 clusters Score -176439.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -176442.859375 Penalty: 2555.186523
	Iteration 12Q: 3 clusters Score -176442.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -176446.859375 Penalty: 2555.186523
	Iteration 13Q: 3 clusters Score -176446.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -176450.281250 Penalty: 2555.186523
	Iteration 14Q: 3 clusters Score -176450.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -176453.406250 Penalty: 2555.186523
	Iteration 15Q: 3 clusters Score -176453.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -176455.687500 Penalty: 2555.186523
	Iteration 16Q: 3 clusters Score -176455.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -176457.578125 Penalty: 2555.186523
	Iteration 17Q: 3 clusters Score -176457.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -176460.062500 Penalty: 2555.186523
	Iteration 18Q: 3 clusters Score -176460.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -176466.875000 Penalty: 2555.186523
	Iteration 19Q: 3 clusters Score -176466.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -176471.453125 Penalty: 2555.186523
	Iteration 20F: 3 clusters Score -176471.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -176477.328125 Penalty: 2555.186523
	Iteration 21Q: 3 clusters Score -176477.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -176482.406250 Penalty: 2555.186523
	Iteration 22Q: 3 clusters Score -176482.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -176485.921875 Penalty: 2555.186523
	Iteration 23Q: 3 clusters Score -176485.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -176487.859375 Penalty: 2555.186523
	Iteration 24Q: 3 clusters Score -176487.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -176489.093750 Penalty: 2555.186523
	Iteration 25Q: 3 clusters Score -176489.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -176490.000000 Penalty: 2555.186523
	Iteration 26Q: 3 clusters Score -176490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -176490.687500 Penalty: 2555.186523
	Iteration 27Q: 3 clusters Score -176490.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -176491.593750 Penalty: 2555.186523
	Iteration 28Q: 3 clusters Score -176491.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -176492.531250 Penalty: 2555.186523
	Iteration 29Q: 3 clusters Score -176492.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -176492.656250 Penalty: 2555.186523
	Iteration 30Q: 3 clusters Score -176492.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -176493.484375 Penalty: 2555.186523
	Iteration 31Q: 3 clusters Score -176493.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -176493.781250 Penalty: 2555.186523
	Iteration 32Q: 3 clusters Score -176493.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -176493.781250 Penalty: 2555.186523
	Iteration 33F: 3 clusters Score -176493.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Entering Unmasked Estep 
Score: -120816.109375 Penalty: 1248.627930
	Iteration 0F: 2 clusters Score -120816.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -118595.468750 Penalty: 2497.255859
	Iteration 0F: 3 clusters Score -118595.5 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -119049.742188 Penalty: 2497.255859
	Iteration 1F: 3 clusters Score -119049.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -119153.515625 Penalty: 2497.255859
	Iteration 2F: 3 clusters Score -119153.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -119219.289062 Penalty: 2497.255859
	Iteration 3Q: 3 clusters Score -119219.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -119261.828125 Penalty: 2497.255859
	Iteration 4Q: 3 clusters Score -119261.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -119296.320312 Penalty: 2497.255859
	Iteration 5Q: 3 clusters Score -119296.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -119323.976562 Penalty: 2497.255859
	Iteration 6Q: 3 clusters Score -119324 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -119349.679688 Penalty: 2497.255859
	Iteration 7Q: 3 clusters Score -119349.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -119377.882812 Penalty: 2497.255859
	Iteration 8Q: 3 clusters Score -119377.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -119403.414062 Penalty: 2497.255859
	Iteration 9Q: 3 clusters Score -119403.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -119419.664062 Penalty: 2497.255859
	Iteration 10Q: 3 clusters Score -119419.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -119438.085938 Penalty: 2497.255859
	Iteration 11Q: 3 clusters Score -119438.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -119453.171875 Penalty: 2497.255859
	Iteration 12Q: 3 clusters Score -119453.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -119468.859375 Penalty: 2497.255859
	Iteration 13Q: 3 clusters Score -119468.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -119480.265625 Penalty: 2497.255859
	Iteration 14Q: 3 clusters Score -119480.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -119495.609375 Penalty: 2497.255859
	Iteration 15Q: 3 clusters Score -119495.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -119511.031250 Penalty: 2497.255859
	Iteration 16Q: 3 clusters Score -119511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -119522.140625 Penalty: 2497.255859
	Iteration 17Q: 3 clusters Score -119522.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -119533.515625 Penalty: 2497.255859
	Iteration 18Q: 3 clusters Score -119533.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -119546.851562 Penalty: 2497.255859
	Iteration 19Q: 3 clusters Score -119546.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -119556.406250 Penalty: 2497.255859
	Iteration 20F: 3 clusters Score -119556.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -119566.273438 Penalty: 2497.255859
	Iteration 21Q: 3 clusters Score -119566.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -119577.593750 Penalty: 2497.255859
	Iteration 22Q: 3 clusters Score -119577.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -119595.460938 Penalty: 2497.255859
	Iteration 23Q: 3 clusters Score -119595.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -119611.843750 Penalty: 2497.255859
	Iteration 24Q: 3 clusters Score -119611.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -119628.429688 Penalty: 2497.255859
	Iteration 25Q: 3 clusters Score -119628.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -119642.367188 Penalty: 2497.255859
	Iteration 26Q: 3 clusters Score -119642.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -119650.445312 Penalty: 2497.255859
	Iteration 27Q: 3 clusters Score -119650.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -119661.023438 Penalty: 2497.255859
	Iteration 28Q: 3 clusters Score -119661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -119669.601562 Penalty: 2497.255859
	Iteration 29Q: 3 clusters Score -119669.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -119677.351562 Penalty: 2497.255859
	Iteration 30Q: 3 clusters Score -119677.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -119686.648438 Penalty: 2497.255859
	Iteration 31Q: 3 clusters Score -119686.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -119693.101562 Penalty: 2497.255859
	Iteration 32Q: 3 clusters Score -119693.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -119699.210938 Penalty: 2497.255859
	Iteration 33Q: 3 clusters Score -119699.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -119705.054688 Penalty: 2497.255859
	Iteration 34Q: 3 clusters Score -119705.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -119709.242188 Penalty: 2497.255859
	Iteration 35Q: 3 clusters Score -119709.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -119711.492188 Penalty: 2497.255859
	Iteration 36Q: 3 clusters Score -119711.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -119713.265625 Penalty: 2497.255859
	Iteration 37Q: 3 clusters Score -119713.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -119714.023438 Penalty: 2497.255859
	Iteration 38Q: 3 clusters Score -119714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -119715.250000 Penalty: 2497.255859
	Iteration 39Q: 3 clusters Score -119715.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -119718.539062 Penalty: 2497.255859
	Iteration 40F: 3 clusters Score -119718.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -119719.843750 Penalty: 2497.255859
	Iteration 41Q: 3 clusters Score -119719.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -119720.539062 Penalty: 2497.255859
	Iteration 42Q: 3 clusters Score -119720.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -119720.968750 Penalty: 2497.255859
	Iteration 43Q: 3 clusters Score -119721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -119721.492188 Penalty: 2497.255859
	Iteration 44Q: 3 clusters Score -119721.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -119721.492188 Penalty: 2497.255859
	Iteration 45F: 3 clusters Score -119721.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (21806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Entering Unmasked Estep 
Score: -1408702.875000 Penalty: 1623.365356
	Iteration 0F: 2 clusters Score -1408703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1393981.250000 Penalty: 3246.730713
	Iteration 0F: 3 clusters Score -1393981 nChanged 9836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1399316.250000 Penalty: 3246.730713
	Iteration 1F: 3 clusters Score -1399316 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1399653.375000 Penalty: 3246.730713
	Iteration 2Q: 3 clusters Score -1399653 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1399981.125000 Penalty: 3246.730713
	Iteration 3Q: 3 clusters Score -1399981 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1400312.625000 Penalty: 3246.730713
	Iteration 4Q: 3 clusters Score -1400313 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1400733.375000 Penalty: 3246.730713
	Iteration 5Q: 3 clusters Score -1400733 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1401279.750000 Penalty: 3246.730713
	Iteration 6Q: 3 clusters Score -1401280 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1402035.375000 Penalty: 3246.730713
	Iteration 7F: 3 clusters Score -1402035 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1402883.375000 Penalty: 3246.730713
	Iteration 8F: 3 clusters Score -1402883 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -1403871.250000 Penalty: 3246.730713
	Iteration 9F: 3 clusters Score -1403871 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -1404762.875000 Penalty: 3246.730713
	Iteration 10F: 3 clusters Score -1404763 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -1405432.875000 Penalty: 3246.730713
	Iteration 11Q: 3 clusters Score -1405433 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -1405911.625000 Penalty: 3246.730713
	Iteration 12Q: 3 clusters Score -1405912 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -1406184.375000 Penalty: 3246.730713
	Iteration 13Q: 3 clusters Score -1406184 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -1406364.750000 Penalty: 3246.730713
	Iteration 14Q: 3 clusters Score -1406365 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -1406507.000000 Penalty: 3246.730713
	Iteration 15Q: 3 clusters Score -1406507 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -1406616.750000 Penalty: 3246.730713
	Iteration 16Q: 3 clusters Score -1406617 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -1406696.875000 Penalty: 3246.730713
	Iteration 17Q: 3 clusters Score -1406697 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -1406770.625000 Penalty: 3246.730713
	Iteration 18Q: 3 clusters Score -1406771 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -1406817.500000 Penalty: 3246.730713
	Iteration 19Q: 3 clusters Score -1406818 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -1406862.875000 Penalty: 3246.730713
	Iteration 20F: 3 clusters Score -1406863 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -1406906.875000 Penalty: 3246.730713
	Iteration 21Q: 3 clusters Score -1406907 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -1406945.875000 Penalty: 3246.730713
	Iteration 22Q: 3 clusters Score -1406946 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -1406976.125000 Penalty: 3246.730713
	Iteration 23Q: 3 clusters Score -1406976 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -1407008.500000 Penalty: 3246.730713
	Iteration 24Q: 3 clusters Score -1407008 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -1407033.875000 Penalty: 3246.730713
	Iteration 25Q: 3 clusters Score -1407034 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -1407054.000000 Penalty: 3246.730713
	Iteration 26Q: 3 clusters Score -1407054 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -1407069.250000 Penalty: 3246.730713
	Iteration 27Q: 3 clusters Score -1407069 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -1407089.625000 Penalty: 3246.730713
	Iteration 28Q: 3 clusters Score -1407090 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -1407114.125000 Penalty: 3246.730713
	Iteration 29Q: 3 clusters Score -1407114 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -1407130.500000 Penalty: 3246.730713
	Iteration 30Q: 3 clusters Score -1407130 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -1407143.500000 Penalty: 3246.730713
	Iteration 31Q: 3 clusters Score -1407144 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -1407149.875000 Penalty: 3246.730713
	Iteration 32Q: 3 clusters Score -1407150 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -1407159.250000 Penalty: 3246.730713
	Iteration 33Q: 3 clusters Score -1407159 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -1407175.750000 Penalty: 3246.730713
	Iteration 34Q: 3 clusters Score -1407176 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -1407187.500000 Penalty: 3246.730713
	Iteration 35Q: 3 clusters Score -1407188 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -1407189.125000 Penalty: 3246.730713
	Iteration 36Q: 3 clusters Score -1407189 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -1407199.625000 Penalty: 3246.730713
	Iteration 37Q: 3 clusters Score -1407200 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -1407206.500000 Penalty: 3246.730713
	Iteration 38Q: 3 clusters Score -1407206 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -1407215.250000 Penalty: 3246.730713
	Iteration 39Q: 3 clusters Score -1407215 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -1407221.875000 Penalty: 3246.730713
	Iteration 40F: 3 clusters Score -1407222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -1407228.875000 Penalty: 3246.730713
	Iteration 41Q: 3 clusters Score -1407229 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -1407227.875000 Penalty: 3246.730713
	Iteration 42Q: 3 clusters Score -1407228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -1407236.125000 Penalty: 3246.730713
	Iteration 43Q: 3 clusters Score -1407236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -1407239.250000 Penalty: 3246.730713
	Iteration 44Q: 3 clusters Score -1407239 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -1407243.875000 Penalty: 3246.730713
	Iteration 45Q: 3 clusters Score -1407244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -1407250.250000 Penalty: 3246.730713
	Iteration 46Q: 3 clusters Score -1407250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -1407255.250000 Penalty: 3246.730713
	Iteration 47Q: 3 clusters Score -1407255 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -1407262.375000 Penalty: 3246.730713
	Iteration 48Q: 3 clusters Score -1407262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -1407265.875000 Penalty: 3246.730713
	Iteration 49Q: 3 clusters Score -1407266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -1407275.500000 Penalty: 3246.730713
	Iteration 50Q: 3 clusters Score -1407276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -1407275.250000 Penalty: 3246.730713
	Iteration 51Q: 3 clusters Score -1407275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -1407279.500000 Penalty: 3246.730713
	Iteration 52Q: 3 clusters Score -1407280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -1407277.750000 Penalty: 3246.730713
	Iteration 53Q: 3 clusters Score -1407278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -1407285.000000 Penalty: 3246.730713
	Iteration 54Q: 3 clusters Score -1407285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -1407283.750000 Penalty: 3246.730713
	Iteration 55Q: 3 clusters Score -1407284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -1407285.125000 Penalty: 3246.730713
	Iteration 56Q: 3 clusters Score -1407285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -1407285.625000 Penalty: 3246.730713
	Iteration 57Q: 3 clusters Score -1407286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -1407286.750000 Penalty: 3246.730713
	Iteration 58Q: 3 clusters Score -1407287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -1407294.250000 Penalty: 3246.730713
	Iteration 59Q: 3 clusters Score -1407294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -1407303.250000 Penalty: 3246.730713
	Iteration 60F: 3 clusters Score -1407303 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -1407307.250000 Penalty: 3246.730713
	Iteration 61Q: 3 clusters Score -1407307 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -1407314.500000 Penalty: 3246.730713
	Iteration 62Q: 3 clusters Score -1407314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -1407319.500000 Penalty: 3246.730713
	Iteration 63Q: 3 clusters Score -1407320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -1407327.250000 Penalty: 3246.730713
	Iteration 64Q: 3 clusters Score -1407327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -1407331.000000 Penalty: 3246.730713
	Iteration 65Q: 3 clusters Score -1407331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -1407334.875000 Penalty: 3246.730713
	Iteration 66Q: 3 clusters Score -1407335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -1407337.125000 Penalty: 3246.730713
	Iteration 67Q: 3 clusters Score -1407337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -1407337.125000 Penalty: 3246.730713
	Iteration 68Q: 3 clusters Score -1407337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -1407338.875000 Penalty: 3246.730713
	Iteration 69Q: 3 clusters Score -1407339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -1407343.875000 Penalty: 3246.730713
	Iteration 70Q: 3 clusters Score -1407344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -1407346.500000 Penalty: 3246.730713
	Iteration 71Q: 3 clusters Score -1407346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -1407348.750000 Penalty: 3246.730713
	Iteration 72Q: 3 clusters Score -1407349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -1407350.500000 Penalty: 3246.730713
	Iteration 73Q: 3 clusters Score -1407350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -1407352.750000 Penalty: 3246.730713
	Iteration 74Q: 3 clusters Score -1407353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -1407350.625000 Penalty: 3246.730713
	Iteration 75Q: 3 clusters Score -1407351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -1407354.000000 Penalty: 3246.730713
	Iteration 76Q: 3 clusters Score -1407354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -1407355.875000 Penalty: 3246.730713
	Iteration 77Q: 3 clusters Score -1407356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -1407355.250000 Penalty: 3246.730713
	Iteration 78Q: 3 clusters Score -1407355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -1407359.625000 Penalty: 3246.730713
	Iteration 79Q: 3 clusters Score -1407360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -1407360.500000 Penalty: 3246.730713
	Iteration 80F: 3 clusters Score -1407360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -1407358.875000 Penalty: 3246.730713
	Iteration 81Q: 3 clusters Score -1407359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -1407362.000000 Penalty: 3246.730713
	Iteration 82Q: 3 clusters Score -1407362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -1407363.375000 Penalty: 3246.730713
	Iteration 83Q: 3 clusters Score -1407363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -1407363.125000 Penalty: 3246.730713
	Iteration 84Q: 3 clusters Score -1407363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -1407363.000000 Penalty: 3246.730713
	Iteration 85Q: 3 clusters Score -1407363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -1407363.125000 Penalty: 3246.730713
	Iteration 86Q: 3 clusters Score -1407363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -1407366.000000 Penalty: 3246.730713
	Iteration 87Q: 3 clusters Score -1407366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -1407364.500000 Penalty: 3246.730713
	Iteration 88Q: 3 clusters Score -1407364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -1407364.875000 Penalty: 3246.730713
	Iteration 89Q: 3 clusters Score -1407365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -1407365.250000 Penalty: 3246.730713
	Iteration 90Q: 3 clusters Score -1407365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -1407365.250000 Penalty: 3246.730713
	Iteration 91Q: 3 clusters Score -1407365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -1407365.375000 Penalty: 3246.730713
	Iteration 92Q: 3 clusters Score -1407365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -1407366.500000 Penalty: 3246.730713
	Iteration 93Q: 3 clusters Score -1407366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -1407368.000000 Penalty: 3246.730713
	Iteration 94Q: 3 clusters Score -1407368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -1407366.125000 Penalty: 3246.730713
	Iteration 95Q: 3 clusters Score -1407366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -1407366.125000 Penalty: 3246.730713
	Iteration 96F: 3 clusters Score -1407366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Entering Unmasked Estep 
Score: -379425.187500 Penalty: 1406.868286
	Iteration 0F: 2 clusters Score -379425.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -374956.062500 Penalty: 2813.736572
	Iteration 0F: 3 clusters Score -374956.1 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -376283.187500 Penalty: 2813.736572
	Iteration 1F: 3 clusters Score -376283.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -376461.250000 Penalty: 2813.736572
	Iteration 2F: 3 clusters Score -376461.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -376585.843750 Penalty: 2813.736572
	Iteration 3Q: 3 clusters Score -376585.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -376674.843750 Penalty: 2813.736572
	Iteration 4Q: 3 clusters Score -376674.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -376750.656250 Penalty: 2813.736572
	Iteration 5Q: 3 clusters Score -376750.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -376811.750000 Penalty: 2813.736572
	Iteration 6Q: 3 clusters Score -376811.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -376860.968750 Penalty: 2813.736572
	Iteration 7Q: 3 clusters Score -376861 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -376903.531250 Penalty: 2813.736572
	Iteration 8Q: 3 clusters Score -376903.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -376945.656250 Penalty: 2813.736572
	Iteration 9Q: 3 clusters Score -376945.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -376997.125000 Penalty: 2813.736572
	Iteration 10Q: 3 clusters Score -376997.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -377055.750000 Penalty: 2813.736572
	Iteration 11Q: 3 clusters Score -377055.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -377124.843750 Penalty: 2813.736572
	Iteration 12Q: 3 clusters Score -377124.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -377212.406250 Penalty: 2813.736572
	Iteration 13Q: 3 clusters Score -377212.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -377311.687500 Penalty: 2813.736572
	Iteration 14Q: 3 clusters Score -377311.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -377430.656250 Penalty: 2813.736572
	Iteration 15Q: 3 clusters Score -377430.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -377566.687500 Penalty: 2813.736572
	Iteration 16Q: 3 clusters Score -377566.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -377734.875000 Penalty: 2813.736572
	Iteration 17Q: 3 clusters Score -377734.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -377875.031250 Penalty: 2813.736572
	Iteration 18Q: 3 clusters Score -377875 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -377985.500000 Penalty: 2813.736572
	Iteration 19Q: 3 clusters Score -377985.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -378049.718750 Penalty: 2813.736572
	Iteration 20F: 3 clusters Score -378049.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -378110.343750 Penalty: 2813.736572
	Iteration 21Q: 3 clusters Score -378110.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -378147.968750 Penalty: 2813.736572
	Iteration 22Q: 3 clusters Score -378148 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -378182.125000 Penalty: 2813.736572
	Iteration 23Q: 3 clusters Score -378182.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -378203.125000 Penalty: 2813.736572
	Iteration 24Q: 3 clusters Score -378203.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -378223.031250 Penalty: 2813.736572
	Iteration 25Q: 3 clusters Score -378223 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -378231.250000 Penalty: 2813.736572
	Iteration 26Q: 3 clusters Score -378231.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -378239.468750 Penalty: 2813.736572
	Iteration 27Q: 3 clusters Score -378239.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -378244.375000 Penalty: 2813.736572
	Iteration 28Q: 3 clusters Score -378244.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -378248.937500 Penalty: 2813.736572
	Iteration 29Q: 3 clusters Score -378248.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -378253.281250 Penalty: 2813.736572
	Iteration 30Q: 3 clusters Score -378253.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -378258.843750 Penalty: 2813.736572
	Iteration 31Q: 3 clusters Score -378258.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -378263.812500 Penalty: 2813.736572
	Iteration 32Q: 3 clusters Score -378263.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -378263.468750 Penalty: 2813.736572
	Iteration 33Q: 3 clusters Score -378263.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -378264.656250 Penalty: 2813.736572
	Iteration 34Q: 3 clusters Score -378264.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -378264.656250 Penalty: 2813.736572
	Iteration 35Q: 3 clusters Score -378264.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -378265.312500 Penalty: 2813.736572
	Iteration 36Q: 3 clusters Score -378265.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -378265.187500 Penalty: 2813.736572
	Iteration 37Q: 3 clusters Score -378265.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -378264.625000 Penalty: 2813.736572
	Iteration 38Q: 3 clusters Score -378264.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -378264.625000 Penalty: 2813.736572
	Iteration 39Q: 3 clusters Score -378264.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -378265.281250 Penalty: 2813.736572
	Iteration 40F: 3 clusters Score -378265.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Entering Unmasked Estep 
Score: -669408.312500 Penalty: 1508.568359
	Iteration 0F: 2 clusters Score -669408.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -661693.812500 Penalty: 3017.136719
	Iteration 0F: 3 clusters Score -661693.8 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -664232.437500 Penalty: 3017.136719
	Iteration 1F: 3 clusters Score -664232.4 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -664475.875000 Penalty: 3017.136719
	Iteration 2F: 3 clusters Score -664475.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -664687.125000 Penalty: 3017.136719
	Iteration 3Q: 3 clusters Score -664687.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -664914.062500 Penalty: 3017.136719
	Iteration 4Q: 3 clusters Score -664914.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -665141.437500 Penalty: 3017.136719
	Iteration 5Q: 3 clusters Score -665141.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -665404.750000 Penalty: 3017.136719
	Iteration 6Q: 3 clusters Score -665404.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -665732.375000 Penalty: 3017.136719
	Iteration 7Q: 3 clusters Score -665732.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -666106.812500 Penalty: 3017.136719
	Iteration 8F: 3 clusters Score -666106.8 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -666565.875000 Penalty: 3017.136719
	Iteration 9F: 3 clusters Score -666565.9 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -667059.250000 Penalty: 3017.136719
	Iteration 10F: 3 clusters Score -667059.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -667513.500000 Penalty: 3017.136719
	Iteration 11F: 3 clusters Score -667513.5 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -667880.812500 Penalty: 3017.136719
	Iteration 12Q: 3 clusters Score -667880.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -668155.437500 Penalty: 3017.136719
	Iteration 13Q: 3 clusters Score -668155.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -668319.562500 Penalty: 3017.136719
	Iteration 14Q: 3 clusters Score -668319.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -668404.750000 Penalty: 3017.136719
	Iteration 15Q: 3 clusters Score -668404.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -668461.937500 Penalty: 3017.136719
	Iteration 16Q: 3 clusters Score -668461.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -668501.625000 Penalty: 3017.136719
	Iteration 17Q: 3 clusters Score -668501.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -668532.625000 Penalty: 3017.136719
	Iteration 18Q: 3 clusters Score -668532.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -668552.062500 Penalty: 3017.136719
	Iteration 19Q: 3 clusters Score -668552.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -668578.000000 Penalty: 3017.136719
	Iteration 20F: 3 clusters Score -668578 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -668603.250000 Penalty: 3017.136719
	Iteration 21Q: 3 clusters Score -668603.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -668616.875000 Penalty: 3017.136719
	Iteration 22Q: 3 clusters Score -668616.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -668639.625000 Penalty: 3017.136719
	Iteration 23Q: 3 clusters Score -668639.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -668661.750000 Penalty: 3017.136719
	Iteration 24Q: 3 clusters Score -668661.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -668685.812500 Penalty: 3017.136719
	Iteration 25Q: 3 clusters Score -668685.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -668718.625000 Penalty: 3017.136719
	Iteration 26Q: 3 clusters Score -668718.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -668760.687500 Penalty: 3017.136719
	Iteration 27Q: 3 clusters Score -668760.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -668820.687500 Penalty: 3017.136719
	Iteration 28Q: 3 clusters Score -668820.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -668896.500000 Penalty: 3017.136719
	Iteration 29Q: 3 clusters Score -668896.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -668984.187500 Penalty: 3017.136719
	Iteration 30Q: 3 clusters Score -668984.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -669076.312500 Penalty: 3017.136719
	Iteration 31Q: 3 clusters Score -669076.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -669136.750000 Penalty: 3017.136719
	Iteration 32Q: 3 clusters Score -669136.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -669171.687500 Penalty: 3017.136719
	Iteration 33Q: 3 clusters Score -669171.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -669196.125000 Penalty: 3017.136719
	Iteration 34Q: 3 clusters Score -669196.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -669214.312500 Penalty: 3017.136719
	Iteration 35Q: 3 clusters Score -669214.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -669227.625000 Penalty: 3017.136719
	Iteration 36Q: 3 clusters Score -669227.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -669241.375000 Penalty: 3017.136719
	Iteration 37Q: 3 clusters Score -669241.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -669252.687500 Penalty: 3017.136719
	Iteration 38Q: 3 clusters Score -669252.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -669268.125000 Penalty: 3017.136719
	Iteration 39Q: 3 clusters Score -669268.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -669279.437500 Penalty: 3017.136719
	Iteration 40F: 3 clusters Score -669279.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -669289.500000 Penalty: 3017.136719
	Iteration 41Q: 3 clusters Score -669289.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -669292.687500 Penalty: 3017.136719
	Iteration 42Q: 3 clusters Score -669292.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -669298.812500 Penalty: 3017.136719
	Iteration 43Q: 3 clusters Score -669298.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -669300.312500 Penalty: 3017.136719
	Iteration 44Q: 3 clusters Score -669300.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -669303.000000 Penalty: 3017.136719
	Iteration 45Q: 3 clusters Score -669303 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -669310.437500 Penalty: 3017.136719
	Iteration 46Q: 3 clusters Score -669310.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -669317.500000 Penalty: 3017.136719
	Iteration 47Q: 3 clusters Score -669317.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -669324.875000 Penalty: 3017.136719
	Iteration 48Q: 3 clusters Score -669324.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -669328.250000 Penalty: 3017.136719
	Iteration 49Q: 3 clusters Score -669328.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -669332.062500 Penalty: 3017.136719
	Iteration 50Q: 3 clusters Score -669332.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -669331.750000 Penalty: 3017.136719
	Iteration 51Q: 3 clusters Score -669331.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -669332.250000 Penalty: 3017.136719
	Iteration 52Q: 3 clusters Score -669332.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -669332.875000 Penalty: 3017.136719
	Iteration 53Q: 3 clusters Score -669332.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -669332.625000 Penalty: 3017.136719
	Iteration 54Q: 3 clusters Score -669332.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -669332.125000 Penalty: 3017.136719
	Iteration 55Q: 3 clusters Score -669332.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -669333.750000 Penalty: 3017.136719
	Iteration 56Q: 3 clusters Score -669333.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -669333.750000 Penalty: 3017.136719
	Iteration 57F: 3 clusters Score -669333.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Entering Unmasked Estep 
Score: -247168.421875 Penalty: 1368.181885
	Iteration 0F: 2 clusters Score -247168.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -243616.500000 Penalty: 2736.363770
	Iteration 0F: 3 clusters Score -243616.5 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -244718.296875 Penalty: 2736.363770
	Iteration 1F: 3 clusters Score -244718.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -245063.625000 Penalty: 2736.363770
	Iteration 2F: 3 clusters Score -245063.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -245333.234375 Penalty: 2736.363770
	Iteration 3F: 3 clusters Score -245333.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -245559.078125 Penalty: 2736.363770
	Iteration 4F: 3 clusters Score -245559.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -245740.734375 Penalty: 2736.363770
	Iteration 5Q: 3 clusters Score -245740.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -245909.046875 Penalty: 2736.363770
	Iteration 6Q: 3 clusters Score -245909 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -246024.890625 Penalty: 2736.363770
	Iteration 7Q: 3 clusters Score -246024.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -246133.234375 Penalty: 2736.363770
	Iteration 8Q: 3 clusters Score -246133.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -246232.609375 Penalty: 2736.363770
	Iteration 9Q: 3 clusters Score -246232.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -246285.187500 Penalty: 2736.363770
	Iteration 10Q: 3 clusters Score -246285.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -246329.031250 Penalty: 2736.363770
	Iteration 11Q: 3 clusters Score -246329 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -246365.546875 Penalty: 2736.363770
	Iteration 12Q: 3 clusters Score -246365.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -246394.828125 Penalty: 2736.363770
	Iteration 13Q: 3 clusters Score -246394.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -246415.937500 Penalty: 2736.363770
	Iteration 14Q: 3 clusters Score -246415.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -246436.734375 Penalty: 2736.363770
	Iteration 15Q: 3 clusters Score -246436.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -246452.453125 Penalty: 2736.363770
	Iteration 16Q: 3 clusters Score -246452.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -246461.703125 Penalty: 2736.363770
	Iteration 17Q: 3 clusters Score -246461.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -246469.359375 Penalty: 2736.363770
	Iteration 18Q: 3 clusters Score -246469.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -246475.437500 Penalty: 2736.363770
	Iteration 19Q: 3 clusters Score -246475.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -246479.203125 Penalty: 2736.363770
	Iteration 20F: 3 clusters Score -246479.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -246484.906250 Penalty: 2736.363770
	Iteration 21Q: 3 clusters Score -246484.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -246495.062500 Penalty: 2736.363770
	Iteration 22Q: 3 clusters Score -246495.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -246507.375000 Penalty: 2736.363770
	Iteration 23Q: 3 clusters Score -246507.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -246520.187500 Penalty: 2736.363770
	Iteration 24Q: 3 clusters Score -246520.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -246530.375000 Penalty: 2736.363770
	Iteration 25Q: 3 clusters Score -246530.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -246541.953125 Penalty: 2736.363770
	Iteration 26Q: 3 clusters Score -246542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -246551.312500 Penalty: 2736.363770
	Iteration 27Q: 3 clusters Score -246551.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -246556.343750 Penalty: 2736.363770
	Iteration 28Q: 3 clusters Score -246556.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -246560.750000 Penalty: 2736.363770
	Iteration 29Q: 3 clusters Score -246560.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -246566.453125 Penalty: 2736.363770
	Iteration 30Q: 3 clusters Score -246566.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -246575.718750 Penalty: 2736.363770
	Iteration 31Q: 3 clusters Score -246575.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -246583.390625 Penalty: 2736.363770
	Iteration 32Q: 3 clusters Score -246583.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -246585.031250 Penalty: 2736.363770
	Iteration 33Q: 3 clusters Score -246585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -246588.234375 Penalty: 2736.363770
	Iteration 34Q: 3 clusters Score -246588.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -246590.968750 Penalty: 2736.363770
	Iteration 35Q: 3 clusters Score -246591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -246592.125000 Penalty: 2736.363770
	Iteration 36Q: 3 clusters Score -246592.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -246592.125000 Penalty: 2736.363770
	Iteration 37F: 3 clusters Score -246592.1 nChanged 0
--- Evaluating fit on full set of 2041054 points ---
Entering Unmasked Estep 
Score: -126575464.000000 Penalty: 35414.378906
20->16 Clusters: Score -126575464.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 680351 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 33938 members 
Mstep: Class 3 contains 34279 members 
Mstep: Class 4 contains 34159 members 
Mstep: Class 5 contains 34024 members 
Mstep: Class 6 contains 34039 members 
Mstep: Class 7 contains 34183 members 
Mstep: Class 8 contains 34093 members 
Mstep: Class 9 contains 34235 members 
Mstep: Class 10 contains 34173 members 
Mstep: Class 11 contains 33996 members 
Mstep: Class 12 contains 34037 members 
Mstep: Class 13 contains 33837 members 
Mstep: Class 14 contains 33888 members 
Mstep: Class 15 contains 33547 members 
Mstep: Class 16 contains 34198 members 
Mstep: Class 17 contains 33972 members 
Mstep: Class 18 contains 33724 members 
Mstep: Class 19 contains 33981 members 
Mstep: Class 20 contains 33928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 808.460571 but Gain 2182.433594
Score: -39646544.000000 Penalty: 41466.250000
Iteration 0F: 20 clusters Score -3.964654e+07 nChanged 641160
Entering Unmasked Mstep 
Mstep: Class 0 contains 373 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 3 contains 44717 members 
Mstep: Class 4 contains 31585 members 
Mstep: Class 5 contains 36929 members 
Mstep: Class 6 contains 29394 members 
Mstep: Class 7 contains 72678 members 
Mstep: Class 8 contains 26263 members 
Mstep: Class 9 contains 46163 members 
Mstep: Class 10 contains 35997 members 
Mstep: Class 11 contains 36460 members 
Mstep: Class 12 contains 26460 members 
Mstep: Class 13 contains 29348 members 
Mstep: Class 14 contains 30518 members 
Mstep: Class 15 contains 29311 members 
Mstep: Class 16 contains 64405 members 
Mstep: Class 17 contains 26983 members 
Mstep: Class 18 contains 22225 members 
Mstep: Class 19 contains 29109 members 
Mstep: Class 20 contains 34300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41163488.000000 Penalty: 41466.250000
Iteration 1F: 20 clusters Score -4.116349e+07 nChanged 195683
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 3 contains 54766 members 
Mstep: Class 4 contains 23038 members 
Mstep: Class 5 contains 33281 members 
Mstep: Class 6 contains 22511 members 
Mstep: Class 7 contains 82499 members 
Mstep: Class 8 contains 21270 members 
Mstep: Class 9 contains 49353 members 
Mstep: Class 10 contains 33554 members 
Mstep: Class 11 contains 34361 members 
Mstep: Class 12 contains 19874 members 
Mstep: Class 13 contains 22232 members 
Mstep: Class 14 contains 30766 members 
Mstep: Class 15 contains 28135 members 
Mstep: Class 16 contains 97044 members 
Mstep: Class 17 contains 20556 members 
Mstep: Class 18 contains 19225 members 
Mstep: Class 19 contains 23538 members 
Mstep: Class 20 contains 41480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41428756.000000 Penalty: 41466.250000
Iteration 2F: 20 clusters Score -4.142876e+07 nChanged 160945
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 3 contains 64462 members 
Mstep: Class 4 contains 16515 members 
Mstep: Class 5 contains 25809 members 
Mstep: Class 6 contains 14555 members 
Mstep: Class 7 contains 87321 members 
Mstep: Class 8 contains 18790 members 
Mstep: Class 9 contains 53267 members 
Mstep: Class 10 contains 30424 members 
Mstep: Class 11 contains 28449 members 
Mstep: Class 12 contains 13472 members 
Mstep: Class 13 contains 14923 members 
Mstep: Class 14 contains 29260 members 
Mstep: Class 15 contains 26634 members 
Mstep: Class 16 contains 133755 members 
Mstep: Class 17 contains 14742 members 
Mstep: Class 18 contains 17455 members 
Mstep: Class 19 contains 21784 members 
Mstep: Class 20 contains 46202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41588116.000000 Penalty: 41466.250000
Iteration 3F: 20 clusters Score -4.158812e+07 nChanged 127577
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 3 contains 68854 members 
Mstep: Class 4 contains 12600 members 
Mstep: Class 5 contains 18974 members 
Mstep: Class 6 contains 8965 members 
Mstep: Class 7 contains 93323 members 
Mstep: Class 8 contains 16350 members 
Mstep: Class 9 contains 53896 members 
Mstep: Class 10 contains 32740 members 
Mstep: Class 11 contains 21567 members 
Mstep: Class 12 contains 8361 members 
Mstep: Class 13 contains 9498 members 
Mstep: Class 14 contains 24312 members 
Mstep: Class 15 contains 24197 members 
Mstep: Class 16 contains 171145 members 
Mstep: Class 17 contains 11138 members 
Mstep: Class 18 contains 14556 members 
Mstep: Class 19 contains 19999 members 
Mstep: Class 20 contains 46546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41707932.000000 Penalty: 41466.250000
Iteration 4F: 20 clusters Score -4.170793e+07 nChanged 111310
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 3 contains 68507 members 
Mstep: Class 4 contains 10635 members 
Mstep: Class 5 contains 13094 members 
Mstep: Class 6 contains 5235 members 
Mstep: Class 7 contains 98665 members 
Mstep: Class 8 contains 13706 members 
Mstep: Class 9 contains 52065 members 
Mstep: Class 10 contains 40194 members 
Mstep: Class 11 contains 15028 members 
Mstep: Class 12 contains 4547 members 
Mstep: Class 13 contains 5682 members 
Mstep: Class 14 contains 17556 members 
Mstep: Class 15 contains 19949 members 
Mstep: Class 16 contains 211142 members 
Mstep: Class 17 contains 8325 members 
Mstep: Class 18 contains 11414 members 
Mstep: Class 19 contains 16577 members 
Mstep: Class 20 contains 44364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2027.127197 but Gain 2182.433594
Score: -41817688.000000 Penalty: 39283.816406
Iteration 5F: 19 clusters Score -4.181769e+07 nChanged 102336
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 3 contains 65174 members 
Mstep: Class 4 contains 10211 members 
Mstep: Class 5 contains 8235 members 
Mstep: Class 6 contains 2638 members 
Mstep: Class 7 contains 99396 members 
Mstep: Class 8 contains 11188 members 
Mstep: Class 9 contains 49627 members 
Mstep: Class 10 contains 50171 members 
Mstep: Class 11 contains 9255 members 
Mstep: Class 13 contains 3208 members 
Mstep: Class 14 contains 11457 members 
Mstep: Class 15 contains 14465 members 
Mstep: Class 16 contains 254202 members 
Mstep: Class 17 contains 5820 members 
Mstep: Class 18 contains 8580 members 
Mstep: Class 19 contains 12554 members 
Mstep: Class 20 contains 41230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1105.924561 but Gain 2182.433594
Score: -41921720.000000 Penalty: 37101.382812
Iteration 6F: 18 clusters Score -4.192172e+07 nChanged 85338
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 3 contains 60624 members 
Mstep: Class 4 contains 10739 members 
Mstep: Class 5 contains 4705 members 
Mstep: Class 7 contains 92021 members 
Mstep: Class 8 contains 9217 members 
Mstep: Class 9 contains 47183 members 
Mstep: Class 10 contains 59094 members 
Mstep: Class 11 contains 5028 members 
Mstep: Class 13 contains 1685 members 
Mstep: Class 14 contains 7002 members 
Mstep: Class 15 contains 9884 members 
Mstep: Class 16 contains 294427 members 
Mstep: Class 17 contains 3853 members 
Mstep: Class 18 contains 6034 members 
Mstep: Class 19 contains 9955 members 
Mstep: Class 20 contains 37804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1019.544556 but Gain 2182.433594
Score: -41997976.000000 Penalty: 34918.949219
Iteration 7F: 17 clusters Score -4.199798e+07 nChanged 67736
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 3 contains 56994 members 
Mstep: Class 4 contains 11585 members 
Mstep: Class 5 contains 2650 members 
Mstep: Class 7 contains 78487 members 
Mstep: Class 8 contains 7690 members 
Mstep: Class 9 contains 45860 members 
Mstep: Class 10 contains 64640 members 
Mstep: Class 11 contains 2593 members 
Mstep: Class 14 contains 4152 members 
Mstep: Class 15 contains 6822 members 
Mstep: Class 16 contains 329581 members 
Mstep: Class 17 contains 2786 members 
Mstep: Class 18 contains 4107 members 
Mstep: Class 19 contains 8677 members 
Mstep: Class 20 contains 34835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1408.282837 but Gain 2182.435547
Score: -42051568.000000 Penalty: 32736.513672
Iteration 8F: 16 clusters Score -4.205157e+07 nChanged 53688
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 3 contains 54376 members 
Mstep: Class 4 contains 12271 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 7 contains 62320 members 
Mstep: Class 8 contains 6689 members 
Mstep: Class 9 contains 45593 members 
Mstep: Class 10 contains 68259 members 
Mstep: Class 14 contains 2549 members 
Mstep: Class 15 contains 5068 members 
Mstep: Class 16 contains 359866 members 
Mstep: Class 17 contains 2363 members 
Mstep: Class 18 contains 2727 members 
Mstep: Class 19 contains 8155 members 
Mstep: Class 20 contains 31838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1241.201416 but Gain 2182.433594
Score: -42090840.000000 Penalty: 30554.080078
Iteration 9F: 15 clusters Score -4.209084e+07 nChanged 42147
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 3 contains 51739 members 
Mstep: Class 4 contains 12826 members 
Mstep: Class 7 contains 46777 members 
Mstep: Class 8 contains 6090 members 
Mstep: Class 9 contains 45512 members 
Mstep: Class 10 contains 70488 members 
Mstep: Class 14 contains 1615 members 
Mstep: Class 15 contains 4211 members 
Mstep: Class 16 contains 385490 members 
Mstep: Class 17 contains 2280 members 
Mstep: Class 18 contains 1917 members 
Mstep: Class 19 contains 8002 members 
Mstep: Class 20 contains 28724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1249.734375 but Gain 2182.435547
Score: -42118892.000000 Penalty: 28371.644531
Iteration 10F: 14 clusters Score -4.211889e+07 nChanged 33184
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 3 contains 49179 members 
Mstep: Class 4 contains 13256 members 
Mstep: Class 7 contains 34159 members 
Mstep: Class 8 contains 5742 members 
Mstep: Class 9 contains 45056 members 
Mstep: Class 10 contains 71901 members 
Mstep: Class 15 contains 3823 members 
Mstep: Class 16 contains 406967 members 
Mstep: Class 17 contains 2301 members 
Mstep: Class 18 contains 1428 members 
Mstep: Class 19 contains 7955 members 
Mstep: Class 20 contains 25621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1340.178711 but Gain 2182.433594
Score: -42139112.000000 Penalty: 26189.210938
Iteration 11Q: 13 clusters Score -4.213911e+07 nChanged 26011
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 3 contains 46311 members 
Mstep: Class 4 contains 13636 members 
Mstep: Class 7 contains 24948 members 
Mstep: Class 8 contains 5522 members 
Mstep: Class 9 contains 44310 members 
Mstep: Class 10 contains 72791 members 
Mstep: Class 15 contains 3664 members 
Mstep: Class 16 contains 424584 members 
Mstep: Class 17 contains 2330 members 
Mstep: Class 19 contains 7995 members 
Mstep: Class 20 contains 22700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42153900.000000 Penalty: 26189.210938
Iteration 12Q: 13 clusters Score -4.21539e+07 nChanged 19509
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 3 contains 42759 members 
Mstep: Class 4 contains 13893 members 
Mstep: Class 7 contains 18570 members 
Mstep: Class 8 contains 5311 members 
Mstep: Class 9 contains 43445 members 
Mstep: Class 10 contains 73450 members 
Mstep: Class 15 contains 3620 members 
Mstep: Class 16 contains 438382 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 19 contains 8054 members 
Mstep: Class 20 contains 20040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42163152.000000 Penalty: 26189.210938
Iteration 13Q: 13 clusters Score -4.216315e+07 nChanged 15212
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 3 contains 39415 members 
Mstep: Class 4 contains 14149 members 
Mstep: Class 7 contains 14388 members 
Mstep: Class 8 contains 5170 members 
Mstep: Class 9 contains 42559 members 
Mstep: Class 10 contains 73973 members 
Mstep: Class 15 contains 3640 members 
Mstep: Class 16 contains 449212 members 
Mstep: Class 17 contains 2351 members 
Mstep: Class 19 contains 8112 members 
Mstep: Class 20 contains 17790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42169360.000000 Penalty: 26189.210938
Iteration 14Q: 13 clusters Score -4.216936e+07 nChanged 11967
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 3 contains 36385 members 
Mstep: Class 4 contains 14362 members 
Mstep: Class 7 contains 11723 members 
Mstep: Class 8 contains 5060 members 
Mstep: Class 9 contains 41650 members 
Mstep: Class 10 contains 74393 members 
Mstep: Class 15 contains 3718 members 
Mstep: Class 16 contains 457658 members 
Mstep: Class 17 contains 2341 members 
Mstep: Class 19 contains 8165 members 
Mstep: Class 20 contains 16016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174472.000000 Penalty: 26189.210938
Iteration 15Q: 13 clusters Score -4.217447e+07 nChanged 9482
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 3 contains 33712 members 
Mstep: Class 4 contains 14560 members 
Mstep: Class 7 contains 9989 members 
Mstep: Class 8 contains 4975 members 
Mstep: Class 9 contains 40827 members 
Mstep: Class 10 contains 74679 members 
Mstep: Class 15 contains 3794 members 
Mstep: Class 16 contains 464334 members 
Mstep: Class 17 contains 2324 members 
Mstep: Class 19 contains 8214 members 
Mstep: Class 20 contains 14587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42178248.000000 Penalty: 26189.210938
Iteration 16Q: 13 clusters Score -4.217825e+07 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 3 contains 31597 members 
Mstep: Class 4 contains 14725 members 
Mstep: Class 7 contains 8795 members 
Mstep: Class 8 contains 4915 members 
Mstep: Class 9 contains 40053 members 
Mstep: Class 10 contains 74933 members 
Mstep: Class 15 contains 3900 members 
Mstep: Class 16 contains 469441 members 
Mstep: Class 17 contains 2308 members 
Mstep: Class 19 contains 8242 members 
Mstep: Class 20 contains 13519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42180836.000000 Penalty: 26189.210938
Iteration 17Q: 13 clusters Score -4.218084e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 3 contains 29932 members 
Mstep: Class 4 contains 14863 members 
Mstep: Class 7 contains 8023 members 
Mstep: Class 8 contains 4889 members 
Mstep: Class 9 contains 39326 members 
Mstep: Class 10 contains 75126 members 
Mstep: Class 15 contains 4014 members 
Mstep: Class 16 contains 473343 members 
Mstep: Class 17 contains 2301 members 
Mstep: Class 19 contains 8274 members 
Mstep: Class 20 contains 12668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182744.000000 Penalty: 26189.210938
Iteration 18Q: 13 clusters Score -4.218274e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 3 contains 28552 members 
Mstep: Class 4 contains 14963 members 
Mstep: Class 7 contains 7472 members 
Mstep: Class 8 contains 4871 members 
Mstep: Class 9 contains 38724 members 
Mstep: Class 10 contains 75300 members 
Mstep: Class 15 contains 4115 members 
Mstep: Class 16 contains 476415 members 
Mstep: Class 17 contains 2280 members 
Mstep: Class 19 contains 8292 members 
Mstep: Class 20 contains 12038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183736.000000 Penalty: 26189.210938
Iteration 19Q: 13 clusters Score -4.218374e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 3 contains 27312 members 
Mstep: Class 4 contains 15069 members 
Mstep: Class 7 contains 7112 members 
Mstep: Class 8 contains 4854 members 
Mstep: Class 9 contains 38206 members 
Mstep: Class 10 contains 75456 members 
Mstep: Class 15 contains 4207 members 
Mstep: Class 16 contains 478875 members 
Mstep: Class 17 contains 2278 members 
Mstep: Class 19 contains 8317 members 
Mstep: Class 20 contains 11582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42184752.000000 Penalty: 26189.210938
Iteration 20F: 13 clusters Score -4.218475e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 3 contains 26308 members 
Mstep: Class 4 contains 15167 members 
Mstep: Class 7 contains 6846 members 
Mstep: Class 8 contains 4831 members 
Mstep: Class 9 contains 37708 members 
Mstep: Class 10 contains 75575 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 480823 members 
Mstep: Class 17 contains 2304 members 
Mstep: Class 19 contains 8342 members 
Mstep: Class 20 contains 11217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42185812.000000 Penalty: 26189.210938
Iteration 21Q: 13 clusters Score -4.218581e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 3 contains 25409 members 
Mstep: Class 4 contains 15240 members 
Mstep: Class 7 contains 6655 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 37224 members 
Mstep: Class 10 contains 75660 members 
Mstep: Class 15 contains 4516 members 
Mstep: Class 16 contains 482460 members 
Mstep: Class 17 contains 2334 members 
Mstep: Class 19 contains 8362 members 
Mstep: Class 20 contains 10921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42186400.000000 Penalty: 26189.210938
Iteration 22Q: 13 clusters Score -4.21864e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 3 contains 24605 members 
Mstep: Class 4 contains 15307 members 
Mstep: Class 7 contains 6531 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 36762 members 
Mstep: Class 10 contains 75719 members 
Mstep: Class 15 contains 4710 members 
Mstep: Class 16 contains 483822 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 19 contains 8379 members 
Mstep: Class 20 contains 10688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42186928.000000 Penalty: 26189.210938
Iteration 23Q: 13 clusters Score -4.218693e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 3 contains 23864 members 
Mstep: Class 4 contains 15378 members 
Mstep: Class 7 contains 6415 members 
Mstep: Class 8 contains 4881 members 
Mstep: Class 9 contains 36349 members 
Mstep: Class 10 contains 75759 members 
Mstep: Class 15 contains 4913 members 
Mstep: Class 16 contains 484984 members 
Mstep: Class 17 contains 2411 members 
Mstep: Class 19 contains 8381 members 
Mstep: Class 20 contains 10499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42187540.000000 Penalty: 26189.210938
Iteration 24Q: 13 clusters Score -4.218754e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 3 contains 23173 members 
Mstep: Class 4 contains 15447 members 
Mstep: Class 7 contains 6316 members 
Mstep: Class 8 contains 4917 members 
Mstep: Class 9 contains 35956 members 
Mstep: Class 10 contains 75814 members 
Mstep: Class 15 contains 5122 members 
Mstep: Class 16 contains 486054 members 
Mstep: Class 17 contains 2444 members 
Mstep: Class 19 contains 8381 members 
Mstep: Class 20 contains 10312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42187996.000000 Penalty: 26189.210938
Iteration 25Q: 13 clusters Score -4.2188e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 3 contains 22561 members 
Mstep: Class 4 contains 15491 members 
Mstep: Class 7 contains 6204 members 
Mstep: Class 8 contains 4942 members 
Mstep: Class 9 contains 35599 members 
Mstep: Class 10 contains 75854 members 
Mstep: Class 15 contains 5338 members 
Mstep: Class 16 contains 486990 members 
Mstep: Class 17 contains 2483 members 
Mstep: Class 19 contains 8379 members 
Mstep: Class 20 contains 10161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42188584.000000 Penalty: 26189.210938
Iteration 26Q: 13 clusters Score -4.218858e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 3 contains 22005 members 
Mstep: Class 4 contains 15504 members 
Mstep: Class 7 contains 6139 members 
Mstep: Class 8 contains 4986 members 
Mstep: Class 9 contains 35346 members 
Mstep: Class 10 contains 75869 members 
Mstep: Class 15 contains 5503 members 
Mstep: Class 16 contains 487798 members 
Mstep: Class 17 contains 2543 members 
Mstep: Class 19 contains 8373 members 
Mstep: Class 20 contains 10008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42188880.000000 Penalty: 26189.210938
Iteration 27Q: 13 clusters Score -4.218888e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 3 contains 21508 members 
Mstep: Class 4 contains 15533 members 
Mstep: Class 7 contains 6132 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 35130 members 
Mstep: Class 10 contains 75896 members 
Mstep: Class 15 contains 5656 members 
Mstep: Class 16 contains 488435 members 
Mstep: Class 17 contains 2598 members 
Mstep: Class 19 contains 8357 members 
Mstep: Class 20 contains 9862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189156.000000 Penalty: 26189.210938
Iteration 28Q: 13 clusters Score -4.218916e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 3 contains 21061 members 
Mstep: Class 4 contains 15562 members 
Mstep: Class 7 contains 6171 members 
Mstep: Class 8 contains 5058 members 
Mstep: Class 9 contains 34963 members 
Mstep: Class 10 contains 75904 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 488920 members 
Mstep: Class 17 contains 2657 members 
Mstep: Class 19 contains 8351 members 
Mstep: Class 20 contains 9742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189696.000000 Penalty: 26189.210938
Iteration 29Q: 13 clusters Score -4.21897e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 3 contains 20649 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 7 contains 6246 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 34816 members 
Mstep: Class 10 contains 75928 members 
Mstep: Class 15 contains 5911 members 
Mstep: Class 16 contains 489364 members 
Mstep: Class 17 contains 2696 members 
Mstep: Class 19 contains 8336 members 
Mstep: Class 20 contains 9637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189756.000000 Penalty: 26189.210938
Iteration 30Q: 13 clusters Score -4.218976e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 3 contains 20278 members 
Mstep: Class 4 contains 15590 members 
Mstep: Class 7 contains 6295 members 
Mstep: Class 8 contains 5099 members 
Mstep: Class 9 contains 34687 members 
Mstep: Class 10 contains 75936 members 
Mstep: Class 15 contains 6024 members 
Mstep: Class 16 contains 489721 members 
Mstep: Class 17 contains 2759 members 
Mstep: Class 19 contains 8325 members 
Mstep: Class 20 contains 9556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189928.000000 Penalty: 26189.210938
Iteration 31Q: 13 clusters Score -4.218993e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 3 contains 19971 members 
Mstep: Class 4 contains 15620 members 
Mstep: Class 7 contains 6329 members 
Mstep: Class 8 contains 5130 members 
Mstep: Class 9 contains 34635 members 
Mstep: Class 10 contains 75939 members 
Mstep: Class 15 contains 6124 members 
Mstep: Class 16 contains 489937 members 
Mstep: Class 17 contains 2814 members 
Mstep: Class 19 contains 8313 members 
Mstep: Class 20 contains 9484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42190080.000000 Penalty: 26189.210938
Iteration 32Q: 13 clusters Score -4.219008e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 3 contains 19675 members 
Mstep: Class 4 contains 15619 members 
Mstep: Class 7 contains 6378 members 
Mstep: Class 8 contains 5169 members 
Mstep: Class 9 contains 34573 members 
Mstep: Class 10 contains 75935 members 
Mstep: Class 15 contains 6216 members 
Mstep: Class 16 contains 490170 members 
Mstep: Class 17 contains 2862 members 
Mstep: Class 19 contains 8302 members 
Mstep: Class 20 contains 9409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42190216.000000 Penalty: 26189.210938
Iteration 33Q: 13 clusters Score -4.219022e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 3 contains 19388 members 
Mstep: Class 4 contains 15627 members 
Mstep: Class 7 contains 6431 members 
Mstep: Class 8 contains 5228 members 
Mstep: Class 9 contains 34557 members 
Mstep: Class 10 contains 75933 members 
Mstep: Class 15 contains 6299 members 
Mstep: Class 16 contains 490342 members 
Mstep: Class 17 contains 2890 members 
Mstep: Class 19 contains 8288 members 
Mstep: Class 20 contains 9327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42190344.000000 Penalty: 26189.210938
Iteration 34Q: 13 clusters Score -4.219034e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 3 contains 19123 members 
Mstep: Class 4 contains 15640 members 
Mstep: Class 7 contains 6477 members 
Mstep: Class 8 contains 5275 members 
Mstep: Class 9 contains 34534 members 
Mstep: Class 10 contains 75935 members 
Mstep: Class 15 contains 6391 members 
Mstep: Class 16 contains 490480 members 
Mstep: Class 17 contains 2910 members 
Mstep: Class 19 contains 8281 members 
Mstep: Class 20 contains 9274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42190336.000000 Penalty: 26189.210938
Iteration 35Q: 13 clusters Score -4.219034e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 3 contains 18871 members 
Mstep: Class 4 contains 15656 members 
Mstep: Class 7 contains 6519 members 
Mstep: Class 8 contains 5316 members 
Mstep: Class 9 contains 34532 members 
Mstep: Class 10 contains 75937 members 
Mstep: Class 15 contains 6466 members 
Mstep: Class 16 contains 490628 members 
Mstep: Class 17 contains 2924 members 
Mstep: Class 19 contains 8260 members 
Mstep: Class 20 contains 9218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42190420.000000 Penalty: 26189.210938
Iteration 36Q: 13 clusters Score -4.219042e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 3 contains 18660 members 
Mstep: Class 4 contains 15675 members 
Mstep: Class 7 contains 6569 members 
Mstep: Class 8 contains 5359 members 
Mstep: Class 9 contains 34557 members 
Mstep: Class 10 contains 75938 members 
Mstep: Class 15 contains 6528 members 
Mstep: Class 16 contains 490712 members 
Mstep: Class 17 contains 2928 members 
Mstep: Class 19 contains 8254 members 
Mstep: Class 20 contains 9165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42190528.000000 Penalty: 26189.210938
Iteration 37Q: 13 clusters Score -4.219053e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 3 contains 18474 members 
Mstep: Class 4 contains 15685 members 
Mstep: Class 7 contains 6640 members 
Mstep: Class 8 contains 5385 members 
Mstep: Class 9 contains 34628 members 
Mstep: Class 10 contains 75930 members 
Mstep: Class 15 contains 6571 members 
Mstep: Class 16 contains 490741 members 
Mstep: Class 17 contains 2939 members 
Mstep: Class 19 contains 8257 members 
Mstep: Class 20 contains 9119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42190608.000000 Penalty: 26189.210938
Iteration 38Q: 13 clusters Score -4.219061e+07 nChanged 890
Entering ConstructFrom: 
Score: -42190608.000000 Penalty: 26189.210938
Entering ConstructFrom: 
Trying to split cluster 1 (5944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Entering Unmasked Estep 
Score: -329557.250000 Penalty: 1412.147461
	Iteration 0F: 2 clusters Score -329557.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -324908.437500 Penalty: 2824.294922
	Iteration 0F: 3 clusters Score -324908.4 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -326373.187500 Penalty: 2824.294922
	Iteration 1F: 3 clusters Score -326373.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -326668.968750 Penalty: 2824.294922
	Iteration 2F: 3 clusters Score -326669 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -326937.093750 Penalty: 2824.294922
	Iteration 3F: 3 clusters Score -326937.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -327194.437500 Penalty: 2824.294922
	Iteration 4F: 3 clusters Score -327194.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -327452.812500 Penalty: 2824.294922
	Iteration 5F: 3 clusters Score -327452.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -327722.718750 Penalty: 2824.294922
	Iteration 6F: 3 clusters Score -327722.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -327938.843750 Penalty: 2824.294922
	Iteration 7F: 3 clusters Score -327938.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -328088.187500 Penalty: 2824.294922
	Iteration 8Q: 3 clusters Score -328088.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -328189.562500 Penalty: 2824.294922
	Iteration 9Q: 3 clusters Score -328189.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -328257.218750 Penalty: 2824.294922
	Iteration 10Q: 3 clusters Score -328257.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -328295.656250 Penalty: 2824.294922
	Iteration 11Q: 3 clusters Score -328295.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -328321.156250 Penalty: 2824.294922
	Iteration 12Q: 3 clusters Score -328321.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -328339.250000 Penalty: 2824.294922
	Iteration 13Q: 3 clusters Score -328339.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -328355.468750 Penalty: 2824.294922
	Iteration 14Q: 3 clusters Score -328355.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -328370.656250 Penalty: 2824.294922
	Iteration 15Q: 3 clusters Score -328370.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -328383.281250 Penalty: 2824.294922
	Iteration 16Q: 3 clusters Score -328383.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -328397.875000 Penalty: 2824.294922
	Iteration 17Q: 3 clusters Score -328397.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -328414.750000 Penalty: 2824.294922
	Iteration 18Q: 3 clusters Score -328414.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -328428.906250 Penalty: 2824.294922
	Iteration 19Q: 3 clusters Score -328428.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -328437.406250 Penalty: 2824.294922
	Iteration 20F: 3 clusters Score -328437.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -328440.125000 Penalty: 2824.294922
	Iteration 21Q: 3 clusters Score -328440.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -328442.468750 Penalty: 2824.294922
	Iteration 22Q: 3 clusters Score -328442.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -328444.125000 Penalty: 2824.294922
	Iteration 23Q: 3 clusters Score -328444.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -328446.406250 Penalty: 2824.294922
	Iteration 24Q: 3 clusters Score -328446.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -328447.875000 Penalty: 2824.294922
	Iteration 25Q: 3 clusters Score -328447.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -328448.343750 Penalty: 2824.294922
	Iteration 26Q: 3 clusters Score -328448.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -328449.937500 Penalty: 2824.294922
	Iteration 27Q: 3 clusters Score -328449.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -328450.531250 Penalty: 2824.294922
	Iteration 28Q: 3 clusters Score -328450.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -328453.093750 Penalty: 2824.294922
	Iteration 29Q: 3 clusters Score -328453.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -328456.531250 Penalty: 2824.294922
	Iteration 30Q: 3 clusters Score -328456.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -328458.843750 Penalty: 2824.294922
	Iteration 31Q: 3 clusters Score -328458.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -328462.312500 Penalty: 2824.294922
	Iteration 32Q: 3 clusters Score -328462.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -328466.343750 Penalty: 2824.294922
	Iteration 33Q: 3 clusters Score -328466.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -328472.437500 Penalty: 2824.294922
	Iteration 34Q: 3 clusters Score -328472.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -328478.531250 Penalty: 2824.294922
	Iteration 35Q: 3 clusters Score -328478.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -328483.187500 Penalty: 2824.294922
	Iteration 36Q: 3 clusters Score -328483.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -328487.718750 Penalty: 2824.294922
	Iteration 37Q: 3 clusters Score -328487.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -328493.406250 Penalty: 2824.294922
	Iteration 38Q: 3 clusters Score -328493.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -328497.656250 Penalty: 2824.294922
	Iteration 39Q: 3 clusters Score -328497.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -328499.968750 Penalty: 2824.294922
	Iteration 40F: 3 clusters Score -328500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -328500.875000 Penalty: 2824.294922
	Iteration 41Q: 3 clusters Score -328500.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -328502.187500 Penalty: 2824.294922
	Iteration 42Q: 3 clusters Score -328502.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -328502.062500 Penalty: 2824.294922
	Iteration 43Q: 3 clusters Score -328502.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -328502.375000 Penalty: 2824.294922
	Iteration 44Q: 3 clusters Score -328502.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -328505.781250 Penalty: 2824.294922
	Iteration 45Q: 3 clusters Score -328505.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -328506.000000 Penalty: 2824.294922
	Iteration 46Q: 3 clusters Score -328506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -328506.812500 Penalty: 2824.294922
	Iteration 47Q: 3 clusters Score -328506.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -328506.812500 Penalty: 2824.294922
	Iteration 48F: 3 clusters Score -328506.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Entering Unmasked Estep 
Score: -1209197.125000 Penalty: 1594.943726
	Iteration 0F: 2 clusters Score -1209197 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 9174 members 
Entering Unmasked Estep 
Score: -1196602.250000 Penalty: 3189.887451
	Iteration 0F: 3 clusters Score -1196602 nChanged 8295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1201040.750000 Penalty: 3189.887451
	Iteration 1F: 3 clusters Score -1201041 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1201337.250000 Penalty: 3189.887451
	Iteration 2F: 3 clusters Score -1201337 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1201607.125000 Penalty: 3189.887451
	Iteration 3Q: 3 clusters Score -1201607 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1201870.000000 Penalty: 3189.887451
	Iteration 4Q: 3 clusters Score -1201870 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1202149.625000 Penalty: 3189.887451
	Iteration 5Q: 3 clusters Score -1202150 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1202503.125000 Penalty: 3189.887451
	Iteration 6Q: 3 clusters Score -1202503 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1203022.625000 Penalty: 3189.887451
	Iteration 7Q: 3 clusters Score -1203023 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1203705.625000 Penalty: 3189.887451
	Iteration 8F: 3 clusters Score -1203706 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1204565.875000 Penalty: 3189.887451
	Iteration 9F: 3 clusters Score -1204566 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1205417.625000 Penalty: 3189.887451
	Iteration 10F: 3 clusters Score -1205418 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1206048.750000 Penalty: 3189.887451
	Iteration 11F: 3 clusters Score -1206049 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1206497.500000 Penalty: 3189.887451
	Iteration 12Q: 3 clusters Score -1206498 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1206775.625000 Penalty: 3189.887451
	Iteration 13Q: 3 clusters Score -1206776 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1206933.250000 Penalty: 3189.887451
	Iteration 14Q: 3 clusters Score -1206933 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1207034.375000 Penalty: 3189.887451
	Iteration 15Q: 3 clusters Score -1207034 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1207099.250000 Penalty: 3189.887451
	Iteration 16Q: 3 clusters Score -1207099 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1207153.250000 Penalty: 3189.887451
	Iteration 17Q: 3 clusters Score -1207153 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1207207.750000 Penalty: 3189.887451
	Iteration 18Q: 3 clusters Score -1207208 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1207259.750000 Penalty: 3189.887451
	Iteration 19Q: 3 clusters Score -1207260 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1207311.875000 Penalty: 3189.887451
	Iteration 20F: 3 clusters Score -1207312 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1207356.125000 Penalty: 3189.887451
	Iteration 21Q: 3 clusters Score -1207356 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1207397.375000 Penalty: 3189.887451
	Iteration 22Q: 3 clusters Score -1207397 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1207434.500000 Penalty: 3189.887451
	Iteration 23Q: 3 clusters Score -1207434 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1207472.250000 Penalty: 3189.887451
	Iteration 24Q: 3 clusters Score -1207472 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1207503.125000 Penalty: 3189.887451
	Iteration 25Q: 3 clusters Score -1207503 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1207533.375000 Penalty: 3189.887451
	Iteration 26Q: 3 clusters Score -1207533 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1207569.500000 Penalty: 3189.887451
	Iteration 27Q: 3 clusters Score -1207570 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1207598.375000 Penalty: 3189.887451
	Iteration 28Q: 3 clusters Score -1207598 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1207621.250000 Penalty: 3189.887451
	Iteration 29Q: 3 clusters Score -1207621 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1207644.875000 Penalty: 3189.887451
	Iteration 30Q: 3 clusters Score -1207645 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1207664.375000 Penalty: 3189.887451
	Iteration 31Q: 3 clusters Score -1207664 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1207681.625000 Penalty: 3189.887451
	Iteration 32Q: 3 clusters Score -1207682 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1207688.375000 Penalty: 3189.887451
	Iteration 33Q: 3 clusters Score -1207688 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1207701.625000 Penalty: 3189.887451
	Iteration 34Q: 3 clusters Score -1207702 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1207707.625000 Penalty: 3189.887451
	Iteration 35Q: 3 clusters Score -1207708 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1207716.625000 Penalty: 3189.887451
	Iteration 36Q: 3 clusters Score -1207717 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1207725.375000 Penalty: 3189.887451
	Iteration 37Q: 3 clusters Score -1207725 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1207731.000000 Penalty: 3189.887451
	Iteration 38Q: 3 clusters Score -1207731 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1207729.500000 Penalty: 3189.887451
	Iteration 39Q: 3 clusters Score -1207730 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1207736.500000 Penalty: 3189.887451
	Iteration 40F: 3 clusters Score -1207736 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1207739.000000 Penalty: 3189.887451
	Iteration 41Q: 3 clusters Score -1207739 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1207746.000000 Penalty: 3189.887451
	Iteration 42Q: 3 clusters Score -1207746 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1207752.625000 Penalty: 3189.887451
	Iteration 43Q: 3 clusters Score -1207753 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1207754.625000 Penalty: 3189.887451
	Iteration 44Q: 3 clusters Score -1207755 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1207753.500000 Penalty: 3189.887451
	Iteration 45Q: 3 clusters Score -1207754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1207758.750000 Penalty: 3189.887451
	Iteration 46Q: 3 clusters Score -1207759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1207756.625000 Penalty: 3189.887451
	Iteration 47Q: 3 clusters Score -1207757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1207761.125000 Penalty: 3189.887451
	Iteration 48Q: 3 clusters Score -1207761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1207767.375000 Penalty: 3189.887451
	Iteration 49Q: 3 clusters Score -1207767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1207766.750000 Penalty: 3189.887451
	Iteration 50Q: 3 clusters Score -1207767 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1207773.375000 Penalty: 3189.887451
	Iteration 51Q: 3 clusters Score -1207773 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1207776.250000 Penalty: 3189.887451
	Iteration 52Q: 3 clusters Score -1207776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1207776.875000 Penalty: 3189.887451
	Iteration 53Q: 3 clusters Score -1207777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1207778.875000 Penalty: 3189.887451
	Iteration 54Q: 3 clusters Score -1207779 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1207782.250000 Penalty: 3189.887451
	Iteration 55Q: 3 clusters Score -1207782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1207783.250000 Penalty: 3189.887451
	Iteration 56Q: 3 clusters Score -1207783 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1207784.500000 Penalty: 3189.887451
	Iteration 57Q: 3 clusters Score -1207784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1207787.250000 Penalty: 3189.887451
	Iteration 58Q: 3 clusters Score -1207787 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1207783.000000 Penalty: 3189.887451
	Iteration 59Q: 3 clusters Score -1207783 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1207787.625000 Penalty: 3189.887451
	Iteration 60F: 3 clusters Score -1207788 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1207791.625000 Penalty: 3189.887451
	Iteration 61Q: 3 clusters Score -1207792 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1207796.250000 Penalty: 3189.887451
	Iteration 62Q: 3 clusters Score -1207796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1207800.125000 Penalty: 3189.887451
	Iteration 63Q: 3 clusters Score -1207800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1207800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1207803.000000 Penalty: 3189.887451
	Iteration 65Q: 3 clusters Score -1207803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1207805.750000 Penalty: 3189.887451
	Iteration 66Q: 3 clusters Score -1207806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1207802.000000 Penalty: 3189.887451
	Iteration 67Q: 3 clusters Score -1207802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1207810.250000 Penalty: 3189.887451
	Iteration 68Q: 3 clusters Score -1207810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1207810.750000 Penalty: 3189.887451
	Iteration 69Q: 3 clusters Score -1207811 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1207814.625000 Penalty: 3189.887451
	Iteration 70Q: 3 clusters Score -1207815 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1207819.750000 Penalty: 3189.887451
	Iteration 71Q: 3 clusters Score -1207820 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1207819.250000 Penalty: 3189.887451
	Iteration 72Q: 3 clusters Score -1207819 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1207817.875000 Penalty: 3189.887451
	Iteration 73Q: 3 clusters Score -1207818 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1207827.000000 Penalty: 3189.887451
	Iteration 74Q: 3 clusters Score -1207827 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1207829.375000 Penalty: 3189.887451
	Iteration 75Q: 3 clusters Score -1207829 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1207832.125000 Penalty: 3189.887451
	Iteration 76Q: 3 clusters Score -1207832 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1207838.000000 Penalty: 3189.887451
	Iteration 77Q: 3 clusters Score -1207838 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1207842.750000 Penalty: 3189.887451
	Iteration 78Q: 3 clusters Score -1207843 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1207846.500000 Penalty: 3189.887451
	Iteration 79Q: 3 clusters Score -1207846 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1207846.625000 Penalty: 3189.887451
	Iteration 80F: 3 clusters Score -1207847 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1207851.750000 Penalty: 3189.887451
	Iteration 81Q: 3 clusters Score -1207852 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1207856.125000 Penalty: 3189.887451
	Iteration 82Q: 3 clusters Score -1207856 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1207859.750000 Penalty: 3189.887451
	Iteration 83Q: 3 clusters Score -1207860 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1207860.625000 Penalty: 3189.887451
	Iteration 84Q: 3 clusters Score -1207861 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1207867.500000 Penalty: 3189.887451
	Iteration 85Q: 3 clusters Score -1207868 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1207871.125000 Penalty: 3189.887451
	Iteration 86Q: 3 clusters Score -1207871 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1207871.625000 Penalty: 3189.887451
	Iteration 87Q: 3 clusters Score -1207872 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1207874.250000 Penalty: 3189.887451
	Iteration 88Q: 3 clusters Score -1207874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1207876.875000 Penalty: 3189.887451
	Iteration 89Q: 3 clusters Score -1207877 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1207878.250000 Penalty: 3189.887451
	Iteration 90Q: 3 clusters Score -1207878 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1207883.000000 Penalty: 3189.887451
	Iteration 91Q: 3 clusters Score -1207883 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1207882.125000 Penalty: 3189.887451
	Iteration 92Q: 3 clusters Score -1207882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1207884.250000 Penalty: 3189.887451
	Iteration 93Q: 3 clusters Score -1207884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1207890.250000 Penalty: 3189.887451
	Iteration 94Q: 3 clusters Score -1207890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1207893.000000 Penalty: 3189.887451
	Iteration 95Q: 3 clusters Score -1207893 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1207896.000000 Penalty: 3189.887451
	Iteration 96Q: 3 clusters Score -1207896 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1207901.000000 Penalty: 3189.887451
	Iteration 97Q: 3 clusters Score -1207901 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1207903.875000 Penalty: 3189.887451
	Iteration 98Q: 3 clusters Score -1207904 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1207910.500000 Penalty: 3189.887451
	Iteration 99Q: 3 clusters Score -1207910 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1207913.750000 Penalty: 3189.887451
	Iteration 100F: 3 clusters Score -1207914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1207910.250000 Penalty: 3189.887451
	Iteration 101Q: 3 clusters Score -1207910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1207912.250000 Penalty: 3189.887451
	Iteration 102Q: 3 clusters Score -1207912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1207911.625000 Penalty: 3189.887451
	Iteration 103Q: 3 clusters Score -1207912 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1207918.250000 Penalty: 3189.887451
	Iteration 104Q: 3 clusters Score -1207918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1207921.875000 Penalty: 3189.887451
	Iteration 105Q: 3 clusters Score -1207922 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1207925.750000 Penalty: 3189.887451
	Iteration 106Q: 3 clusters Score -1207926 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1207927.250000 Penalty: 3189.887451
	Iteration 107Q: 3 clusters Score -1207927 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1207934.750000 Penalty: 3189.887451
	Iteration 108Q: 3 clusters Score -1207935 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1207939.250000 Penalty: 3189.887451
	Iteration 109Q: 3 clusters Score -1207939 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1207941.375000 Penalty: 3189.887451
	Iteration 110Q: 3 clusters Score -1207941 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1207950.750000 Penalty: 3189.887451
	Iteration 111Q: 3 clusters Score -1207951 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1207957.000000 Penalty: 3189.887451
	Iteration 112Q: 3 clusters Score -1207957 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1207961.000000 Penalty: 3189.887451
	Iteration 113Q: 3 clusters Score -1207961 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1207967.125000 Penalty: 3189.887451
	Iteration 114Q: 3 clusters Score -1207967 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1207965.500000 Penalty: 3189.887451
	Iteration 115Q: 3 clusters Score -1207966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1207967.500000 Penalty: 3189.887451
	Iteration 116Q: 3 clusters Score -1207968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1207968.250000 Penalty: 3189.887451
	Iteration 117Q: 3 clusters Score -1207968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1207965.750000 Penalty: 3189.887451
	Iteration 118Q: 3 clusters Score -1207966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1207968.750000 Penalty: 3189.887451
	Iteration 119Q: 3 clusters Score -1207969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1207971.750000 Penalty: 3189.887451
	Iteration 120F: 3 clusters Score -1207972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1207974.125000 Penalty: 3189.887451
	Iteration 121Q: 3 clusters Score -1207974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1207975.500000 Penalty: 3189.887451
	Iteration 122Q: 3 clusters Score -1207976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1207973.125000 Penalty: 3189.887451
	Iteration 123Q: 3 clusters Score -1207973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1207979.875000 Penalty: 3189.887451
	Iteration 124Q: 3 clusters Score -1207980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1207979.250000 Penalty: 3189.887451
	Iteration 125Q: 3 clusters Score -1207979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1207977.500000 Penalty: 3189.887451
	Iteration 126Q: 3 clusters Score -1207978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1207984.250000 Penalty: 3189.887451
	Iteration 127Q: 3 clusters Score -1207984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1207987.625000 Penalty: 3189.887451
	Iteration 128Q: 3 clusters Score -1207988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1207986.250000 Penalty: 3189.887451
	Iteration 129Q: 3 clusters Score -1207986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1207991.000000 Penalty: 3189.887451
	Iteration 130Q: 3 clusters Score -1207991 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1207991.750000 Penalty: 3189.887451
	Iteration 131Q: 3 clusters Score -1207992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1207989.875000 Penalty: 3189.887451
	Iteration 132Q: 3 clusters Score -1207990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1207992.875000 Penalty: 3189.887451
	Iteration 133Q: 3 clusters Score -1207993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1207994.125000 Penalty: 3189.887451
	Iteration 134Q: 3 clusters Score -1207994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1207992.750000 Penalty: 3189.887451
	Iteration 135Q: 3 clusters Score -1207993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1207993.750000 Penalty: 3189.887451
	Iteration 136Q: 3 clusters Score -1207994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1207994.750000 Penalty: 3189.887451
	Iteration 137Q: 3 clusters Score -1207995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1207995.625000 Penalty: 3189.887451
	Iteration 138Q: 3 clusters Score -1207996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1207995.500000 Penalty: 3189.887451
	Iteration 139Q: 3 clusters Score -1207996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1207993.625000 Penalty: 3189.887451
	Iteration 140F: 3 clusters Score -1207994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1207992.500000 Penalty: 3189.887451
	Iteration 141Q: 3 clusters Score -1207992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1207992.500000 Penalty: 3189.887451
	Iteration 142F: 3 clusters Score -1207992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Entering Unmasked Estep 
Score: -991626.187500 Penalty: 1569.772949
	Iteration 0F: 2 clusters Score -991626.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -980763.812500 Penalty: 3139.545898
	Iteration 0F: 3 clusters Score -980763.8 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -984639.187500 Penalty: 3139.545898
	Iteration 1F: 3 clusters Score -984639.2 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -984978.312500 Penalty: 3139.545898
	Iteration 2F: 3 clusters Score -984978.3 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -985297.625000 Penalty: 3139.545898
	Iteration 3Q: 3 clusters Score -985297.6 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -985694.187500 Penalty: 3139.545898
	Iteration 4Q: 3 clusters Score -985694.2 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -986259.500000 Penalty: 3139.545898
	Iteration 5F: 3 clusters Score -986259.5 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -986964.625000 Penalty: 3139.545898
	Iteration 6F: 3 clusters Score -986964.6 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -987780.125000 Penalty: 3139.545898
	Iteration 7F: 3 clusters Score -987780.1 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -988592.125000 Penalty: 3139.545898
	Iteration 8F: 3 clusters Score -988592.1 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -989262.687500 Penalty: 3139.545898
	Iteration 9Q: 3 clusters Score -989262.7 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -989730.750000 Penalty: 3139.545898
	Iteration 10Q: 3 clusters Score -989730.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -990013.125000 Penalty: 3139.545898
	Iteration 11Q: 3 clusters Score -990013.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -990182.125000 Penalty: 3139.545898
	Iteration 12Q: 3 clusters Score -990182.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -990276.875000 Penalty: 3139.545898
	Iteration 13Q: 3 clusters Score -990276.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -990331.312500 Penalty: 3139.545898
	Iteration 14Q: 3 clusters Score -990331.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -990372.312500 Penalty: 3139.545898
	Iteration 15Q: 3 clusters Score -990372.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -990400.062500 Penalty: 3139.545898
	Iteration 16Q: 3 clusters Score -990400.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -990430.000000 Penalty: 3139.545898
	Iteration 17Q: 3 clusters Score -990430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -990447.562500 Penalty: 3139.545898
	Iteration 18Q: 3 clusters Score -990447.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -990468.687500 Penalty: 3139.545898
	Iteration 19Q: 3 clusters Score -990468.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -990482.687500 Penalty: 3139.545898
	Iteration 20F: 3 clusters Score -990482.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -990491.062500 Penalty: 3139.545898
	Iteration 21Q: 3 clusters Score -990491.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -990500.250000 Penalty: 3139.545898
	Iteration 22Q: 3 clusters Score -990500.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -990508.562500 Penalty: 3139.545898
	Iteration 23Q: 3 clusters Score -990508.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -990514.750000 Penalty: 3139.545898
	Iteration 24Q: 3 clusters Score -990514.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -990518.000000 Penalty: 3139.545898
	Iteration 25Q: 3 clusters Score -990518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -990520.687500 Penalty: 3139.545898
	Iteration 26Q: 3 clusters Score -990520.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -990521.625000 Penalty: 3139.545898
	Iteration 27Q: 3 clusters Score -990521.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -990521.812500 Penalty: 3139.545898
	Iteration 28Q: 3 clusters Score -990521.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -990521.812500 Penalty: 3139.545898
	Iteration 29F: 3 clusters Score -990521.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Entering Unmasked Estep 
Score: -409583.625000 Penalty: 1431.602783
	Iteration 0F: 2 clusters Score -409583.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -404487.750000 Penalty: 2863.205566
	Iteration 0F: 3 clusters Score -404487.8 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -406027.343750 Penalty: 2863.205566
	Iteration 1F: 3 clusters Score -406027.3 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -406241.437500 Penalty: 2863.205566
	Iteration 2F: 3 clusters Score -406241.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -406384.687500 Penalty: 2863.205566
	Iteration 3Q: 3 clusters Score -406384.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -406521.625000 Penalty: 2863.205566
	Iteration 4Q: 3 clusters Score -406521.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -406657.187500 Penalty: 2863.205566
	Iteration 5Q: 3 clusters Score -406657.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -406828.781250 Penalty: 2863.205566
	Iteration 6Q: 3 clusters Score -406828.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -407042.187500 Penalty: 2863.205566
	Iteration 7Q: 3 clusters Score -407042.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -407231.625000 Penalty: 2863.205566
	Iteration 8Q: 3 clusters Score -407231.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -407389.125000 Penalty: 2863.205566
	Iteration 9Q: 3 clusters Score -407389.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -407543.781250 Penalty: 2863.205566
	Iteration 10Q: 3 clusters Score -407543.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -407703.093750 Penalty: 2863.205566
	Iteration 11Q: 3 clusters Score -407703.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -407829.218750 Penalty: 2863.205566
	Iteration 12Q: 3 clusters Score -407829.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -407931.687500 Penalty: 2863.205566
	Iteration 13Q: 3 clusters Score -407931.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -408027.312500 Penalty: 2863.205566
	Iteration 14Q: 3 clusters Score -408027.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -408101.406250 Penalty: 2863.205566
	Iteration 15Q: 3 clusters Score -408101.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -408154.781250 Penalty: 2863.205566
	Iteration 16Q: 3 clusters Score -408154.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -408190.437500 Penalty: 2863.205566
	Iteration 17Q: 3 clusters Score -408190.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -408220.875000 Penalty: 2863.205566
	Iteration 18Q: 3 clusters Score -408220.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -408249.906250 Penalty: 2863.205566
	Iteration 19Q: 3 clusters Score -408249.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -408280.250000 Penalty: 2863.205566
	Iteration 20F: 3 clusters Score -408280.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -408305.875000 Penalty: 2863.205566
	Iteration 21Q: 3 clusters Score -408305.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -408326.656250 Penalty: 2863.205566
	Iteration 22Q: 3 clusters Score -408326.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -408348.437500 Penalty: 2863.205566
	Iteration 23Q: 3 clusters Score -408348.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -408364.500000 Penalty: 2863.205566
	Iteration 24Q: 3 clusters Score -408364.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -408381.468750 Penalty: 2863.205566
	Iteration 25Q: 3 clusters Score -408381.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -408396.656250 Penalty: 2863.205566
	Iteration 26Q: 3 clusters Score -408396.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -408410.437500 Penalty: 2863.205566
	Iteration 27Q: 3 clusters Score -408410.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -408415.312500 Penalty: 2863.205566
	Iteration 28Q: 3 clusters Score -408415.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -408415.500000 Penalty: 2863.205566
	Iteration 29Q: 3 clusters Score -408415.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -408418.593750 Penalty: 2863.205566
	Iteration 30Q: 3 clusters Score -408418.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -408420.843750 Penalty: 2863.205566
	Iteration 31Q: 3 clusters Score -408420.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -408427.812500 Penalty: 2863.205566
	Iteration 32Q: 3 clusters Score -408427.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -408427.812500 Penalty: 2863.205566
	Iteration 33F: 3 clusters Score -408427.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Entering Unmasked Estep 
Score: -329500.875000 Penalty: 1396.970825
	Iteration 0F: 2 clusters Score -329500.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -325245.750000 Penalty: 2793.941650
	Iteration 0F: 3 clusters Score -325245.8 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -326465.218750 Penalty: 2793.941650
	Iteration 1F: 3 clusters Score -326465.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -326744.437500 Penalty: 2793.941650
	Iteration 2F: 3 clusters Score -326744.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -327073.593750 Penalty: 2793.941650
	Iteration 3F: 3 clusters Score -327073.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -327461.406250 Penalty: 2793.941650
	Iteration 4F: 3 clusters Score -327461.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -327827.468750 Penalty: 2793.941650
	Iteration 5F: 3 clusters Score -327827.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -328264.187500 Penalty: 2793.941650
	Iteration 6F: 3 clusters Score -328264.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -328724.093750 Penalty: 2793.941650
	Iteration 7F: 3 clusters Score -328724.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -329062.687500 Penalty: 2793.941650
	Iteration 8F: 3 clusters Score -329062.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -329298.343750 Penalty: 2793.941650
	Iteration 9Q: 3 clusters Score -329298.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -329414.093750 Penalty: 2793.941650
	Iteration 10Q: 3 clusters Score -329414.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -329480.781250 Penalty: 2793.941650
	Iteration 11Q: 3 clusters Score -329480.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -329520.968750 Penalty: 2793.941650
	Iteration 12Q: 3 clusters Score -329521 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -329547.125000 Penalty: 2793.941650
	Iteration 13Q: 3 clusters Score -329547.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -329564.500000 Penalty: 2793.941650
	Iteration 14Q: 3 clusters Score -329564.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -329587.968750 Penalty: 2793.941650
	Iteration 15Q: 3 clusters Score -329588 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -329609.187500 Penalty: 2793.941650
	Iteration 16Q: 3 clusters Score -329609.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -329629.250000 Penalty: 2793.941650
	Iteration 17Q: 3 clusters Score -329629.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -329644.656250 Penalty: 2793.941650
	Iteration 18Q: 3 clusters Score -329644.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -329663.156250 Penalty: 2793.941650
	Iteration 19Q: 3 clusters Score -329663.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -329686.656250 Penalty: 2793.941650
	Iteration 20F: 3 clusters Score -329686.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -329724.906250 Penalty: 2793.941650
	Iteration 21Q: 3 clusters Score -329724.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -329771.750000 Penalty: 2793.941650
	Iteration 22Q: 3 clusters Score -329771.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -329827.343750 Penalty: 2793.941650
	Iteration 23Q: 3 clusters Score -329827.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -329898.687500 Penalty: 2793.941650
	Iteration 24Q: 3 clusters Score -329898.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -330014.750000 Penalty: 2793.941650
	Iteration 25Q: 3 clusters Score -330014.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -330081.843750 Penalty: 2793.941650
	Iteration 26Q: 3 clusters Score -330081.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -330090.375000 Penalty: 2793.941650
	Iteration 27Q: 3 clusters Score -330090.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -330093.437500 Penalty: 2793.941650
	Iteration 28Q: 3 clusters Score -330093.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -330096.437500 Penalty: 2793.941650
	Iteration 29Q: 3 clusters Score -330096.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -330097.625000 Penalty: 2793.941650
	Iteration 30Q: 3 clusters Score -330097.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -330099.375000 Penalty: 2793.941650
	Iteration 31Q: 3 clusters Score -330099.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -330098.906250 Penalty: 2793.941650
	Iteration 32Q: 3 clusters Score -330098.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -330099.343750 Penalty: 2793.941650
	Iteration 33Q: 3 clusters Score -330099.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -330099.312500 Penalty: 2793.941650
	Iteration 34Q: 3 clusters Score -330099.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -330099.687500 Penalty: 2793.941650
	Iteration 35Q: 3 clusters Score -330099.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -330099.687500 Penalty: 2793.941650
	Iteration 36F: 3 clusters Score -330099.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 18307 members 
Mstep: Class 4 contains 15680 members 
Mstep: Class 7 contains 6700 members 
Mstep: Class 8 contains 1887 members 
Mstep: Class 9 contains 34720 members 
Mstep: Class 10 contains 75946 members 
Mstep: Class 15 contains 6618 members 
Mstep: Class 16 contains 490735 members 
Mstep: Class 17 contains 2947 members 
Mstep: Class 19 contains 8261 members 
Mstep: Class 20 contains 9071 members 
Entering Unmasked Estep 
Score: -42190528.000000 Penalty: 28371.644531
Splitting cluster 8 changes total score from -42190608.000000 to -42190528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (34720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Entering Unmasked Estep 
Score: -2248807.750000 Penalty: 1698.949097
	Iteration 0F: 2 clusters Score -2248808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2225438.750000 Penalty: 3397.898193
	Iteration 0F: 3 clusters Score -2225439 nChanged 16066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2234405.500000 Penalty: 3397.898193
	Iteration 1F: 3 clusters Score -2234406 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -2235005.000000 Penalty: 3397.898193
	Iteration 2Q: 3 clusters Score -2235005 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2235843.000000 Penalty: 3397.898193
	Iteration 3Q: 3 clusters Score -2235843 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -2237105.750000 Penalty: 3397.898193
	Iteration 4F: 3 clusters Score -2237106 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -2238766.500000 Penalty: 3397.898193
	Iteration 5F: 3 clusters Score -2238766 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2240488.750000 Penalty: 3397.898193
	Iteration 6F: 3 clusters Score -2240489 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -2242172.250000 Penalty: 3397.898193
	Iteration 7F: 3 clusters Score -2242172 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -2243676.500000 Penalty: 3397.898193
	Iteration 8F: 3 clusters Score -2243676 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -2244882.500000 Penalty: 3397.898193
	Iteration 9Q: 3 clusters Score -2244882 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2245681.500000 Penalty: 3397.898193
	Iteration 10Q: 3 clusters Score -2245682 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -2246244.500000 Penalty: 3397.898193
	Iteration 11Q: 3 clusters Score -2246244 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -2246617.250000 Penalty: 3397.898193
	Iteration 12Q: 3 clusters Score -2246617 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2246888.500000 Penalty: 3397.898193
	Iteration 13Q: 3 clusters Score -2246888 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -2247062.000000 Penalty: 3397.898193
	Iteration 14Q: 3 clusters Score -2247062 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2247188.250000 Penalty: 3397.898193
	Iteration 15Q: 3 clusters Score -2247188 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -2247296.250000 Penalty: 3397.898193
	Iteration 16Q: 3 clusters Score -2247296 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -2247381.000000 Penalty: 3397.898193
	Iteration 17Q: 3 clusters Score -2247381 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -2247438.750000 Penalty: 3397.898193
	Iteration 18Q: 3 clusters Score -2247439 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -2247480.000000 Penalty: 3397.898193
	Iteration 19Q: 3 clusters Score -2247480 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -2247529.750000 Penalty: 3397.898193
	Iteration 20F: 3 clusters Score -2247530 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2247578.250000 Penalty: 3397.898193
	Iteration 21Q: 3 clusters Score -2247578 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -2247601.250000 Penalty: 3397.898193
	Iteration 22Q: 3 clusters Score -2247601 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -2247635.500000 Penalty: 3397.898193
	Iteration 23Q: 3 clusters Score -2247636 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -2247653.750000 Penalty: 3397.898193
	Iteration 24Q: 3 clusters Score -2247654 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -2247691.250000 Penalty: 3397.898193
	Iteration 25Q: 3 clusters Score -2247691 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -2247725.000000 Penalty: 3397.898193
	Iteration 26Q: 3 clusters Score -2247725 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2247747.750000 Penalty: 3397.898193
	Iteration 27Q: 3 clusters Score -2247748 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2247785.500000 Penalty: 3397.898193
	Iteration 28Q: 3 clusters Score -2247786 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2247814.750000 Penalty: 3397.898193
	Iteration 29Q: 3 clusters Score -2247815 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -2247839.500000 Penalty: 3397.898193
	Iteration 30Q: 3 clusters Score -2247840 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -2247880.750000 Penalty: 3397.898193
	Iteration 31Q: 3 clusters Score -2247881 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2247905.500000 Penalty: 3397.898193
	Iteration 32Q: 3 clusters Score -2247906 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -2247929.500000 Penalty: 3397.898193
	Iteration 33Q: 3 clusters Score -2247930 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2247959.500000 Penalty: 3397.898193
	Iteration 34Q: 3 clusters Score -2247960 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -2247984.000000 Penalty: 3397.898193
	Iteration 35Q: 3 clusters Score -2247984 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -2248018.000000 Penalty: 3397.898193
	Iteration 36Q: 3 clusters Score -2248018 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2248049.250000 Penalty: 3397.898193
	Iteration 37Q: 3 clusters Score -2248049 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2248083.000000 Penalty: 3397.898193
	Iteration 38Q: 3 clusters Score -2248083 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2248111.500000 Penalty: 3397.898193
	Iteration 39Q: 3 clusters Score -2248112 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2248143.750000 Penalty: 3397.898193
	Iteration 40F: 3 clusters Score -2248144 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2248195.750000 Penalty: 3397.898193
	Iteration 41Q: 3 clusters Score -2248196 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2248252.500000 Penalty: 3397.898193
	Iteration 42Q: 3 clusters Score -2248252 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2248305.000000 Penalty: 3397.898193
	Iteration 43Q: 3 clusters Score -2248305 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2248371.250000 Penalty: 3397.898193
	Iteration 44Q: 3 clusters Score -2248371 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2248418.750000 Penalty: 3397.898193
	Iteration 45Q: 3 clusters Score -2248419 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2248473.000000 Penalty: 3397.898193
	Iteration 46Q: 3 clusters Score -2248473 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2248508.000000 Penalty: 3397.898193
	Iteration 47Q: 3 clusters Score -2248508 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2248538.500000 Penalty: 3397.898193
	Iteration 48Q: 3 clusters Score -2248538 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2248559.250000 Penalty: 3397.898193
	Iteration 49Q: 3 clusters Score -2248559 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2248576.500000 Penalty: 3397.898193
	Iteration 50Q: 3 clusters Score -2248576 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2248594.750000 Penalty: 3397.898193
	Iteration 51Q: 3 clusters Score -2248595 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2248612.500000 Penalty: 3397.898193
	Iteration 52Q: 3 clusters Score -2248612 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2248618.250000 Penalty: 3397.898193
	Iteration 53Q: 3 clusters Score -2248618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2248622.750000 Penalty: 3397.898193
	Iteration 54Q: 3 clusters Score -2248623 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2248619.000000 Penalty: 3397.898193
	Iteration 55Q: 3 clusters Score -2248619 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2248632.250000 Penalty: 3397.898193
	Iteration 56Q: 3 clusters Score -2248632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2248634.750000 Penalty: 3397.898193
	Iteration 57Q: 3 clusters Score -2248635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2248637.250000 Penalty: 3397.898193
	Iteration 58Q: 3 clusters Score -2248637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2248639.250000 Penalty: 3397.898193
	Iteration 59Q: 3 clusters Score -2248639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2248640.500000 Penalty: 3397.898193
	Iteration 60F: 3 clusters Score -2248640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2248643.250000 Penalty: 3397.898193
	Iteration 61Q: 3 clusters Score -2248643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2248642.750000 Penalty: 3397.898193
	Iteration 62Q: 3 clusters Score -2248643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2248645.000000 Penalty: 3397.898193
	Iteration 63Q: 3 clusters Score -2248645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2248648.000000 Penalty: 3397.898193
	Iteration 64Q: 3 clusters Score -2248648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2248647.000000 Penalty: 3397.898193
	Iteration 65Q: 3 clusters Score -2248647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2248644.750000 Penalty: 3397.898193
	Iteration 66Q: 3 clusters Score -2248645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2248645.250000 Penalty: 3397.898193
	Iteration 67Q: 3 clusters Score -2248645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2248645.250000 Penalty: 3397.898193
	Iteration 68F: 3 clusters Score -2248645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (75946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75946 members 
Entering Unmasked Estep 
Score: -4775338.500000 Penalty: 1826.138916
	Iteration 0F: 2 clusters Score -4775338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -4724379.000000 Penalty: 3652.277832
	Iteration 0F: 3 clusters Score -4724379 nChanged 36275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -4745298.500000 Penalty: 3652.277832
	Iteration 1F: 3 clusters Score -4745298 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43109 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -4746246.500000 Penalty: 3652.277832
	Iteration 2Q: 3 clusters Score -4746246 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46254 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -4747857.500000 Penalty: 3652.277832
	Iteration 3Q: 3 clusters Score -4747858 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -4750845.000000 Penalty: 3652.277832
	Iteration 4F: 3 clusters Score -4750845 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56891 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -4755668.500000 Penalty: 3652.277832
	Iteration 5F: 3 clusters Score -4755668 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63559 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -4761763.000000 Penalty: 3652.277832
	Iteration 6F: 3 clusters Score -4761763 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69332 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -4767513.500000 Penalty: 3652.277832
	Iteration 7F: 3 clusters Score -4767514 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73053 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -4771226.500000 Penalty: 3652.277832
	Iteration 8Q: 3 clusters Score -4771226 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74736 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4772792.500000 Penalty: 3652.277832
	Iteration 9Q: 3 clusters Score -4772792 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75359 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4773353.000000 Penalty: 3652.277832
	Iteration 10Q: 3 clusters Score -4773353 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75565 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4773564.500000 Penalty: 3652.277832
	Iteration 11Q: 3 clusters Score -4773564 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75641 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4773660.500000 Penalty: 3652.277832
	Iteration 12Q: 3 clusters Score -4773660 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75667 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4773706.000000 Penalty: 3652.277832
	Iteration 13Q: 3 clusters Score -4773706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75680 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4773741.500000 Penalty: 3652.277832
	Iteration 14Q: 3 clusters Score -4773742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75690 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4773760.000000 Penalty: 3652.277832
	Iteration 15Q: 3 clusters Score -4773760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75691 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4773773.000000 Penalty: 3652.277832
	Iteration 16Q: 3 clusters Score -4773773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75694 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4773777.500000 Penalty: 3652.277832
	Iteration 17Q: 3 clusters Score -4773778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75698 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4773788.000000 Penalty: 3652.277832
	Iteration 18Q: 3 clusters Score -4773788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75696 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4773803.500000 Penalty: 3652.277832
	Iteration 19Q: 3 clusters Score -4773804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75697 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4773808.000000 Penalty: 3652.277832
	Iteration 20F: 3 clusters Score -4773808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75697 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4773808.500000 Penalty: 3652.277832
	Iteration 21Q: 3 clusters Score -4773808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75698 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4773810.500000 Penalty: 3652.277832
	Iteration 22Q: 3 clusters Score -4773810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75700 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4773818.000000 Penalty: 3652.277832
	Iteration 23Q: 3 clusters Score -4773818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75701 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4773821.000000 Penalty: 3652.277832
	Iteration 24Q: 3 clusters Score -4773821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75702 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4773825.500000 Penalty: 3652.277832
	Iteration 25Q: 3 clusters Score -4773826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75702 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4773825.500000 Penalty: 3652.277832
	Iteration 26F: 3 clusters Score -4773826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Entering Unmasked Estep 
Score: -405293.937500 Penalty: 1429.601562
	Iteration 0F: 2 clusters Score -405293.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -400347.562500 Penalty: 2859.203125
	Iteration 0F: 3 clusters Score -400347.6 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -401920.406250 Penalty: 2859.203125
	Iteration 1F: 3 clusters Score -401920.4 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -402255.812500 Penalty: 2859.203125
	Iteration 2F: 3 clusters Score -402255.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -402573.562500 Penalty: 2859.203125
	Iteration 3F: 3 clusters Score -402573.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -402877.406250 Penalty: 2859.203125
	Iteration 4F: 3 clusters Score -402877.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -403173.812500 Penalty: 2859.203125
	Iteration 5F: 3 clusters Score -403173.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -403436.906250 Penalty: 2859.203125
	Iteration 6F: 3 clusters Score -403436.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -403634.250000 Penalty: 2859.203125
	Iteration 7F: 3 clusters Score -403634.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -403774.875000 Penalty: 2859.203125
	Iteration 8Q: 3 clusters Score -403774.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -403874.156250 Penalty: 2859.203125
	Iteration 9Q: 3 clusters Score -403874.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -403963.937500 Penalty: 2859.203125
	Iteration 10Q: 3 clusters Score -403963.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -404045.250000 Penalty: 2859.203125
	Iteration 11Q: 3 clusters Score -404045.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -404115.937500 Penalty: 2859.203125
	Iteration 12Q: 3 clusters Score -404115.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -404168.625000 Penalty: 2859.203125
	Iteration 13Q: 3 clusters Score -404168.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -404225.906250 Penalty: 2859.203125
	Iteration 14Q: 3 clusters Score -404225.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -404273.656250 Penalty: 2859.203125
	Iteration 15Q: 3 clusters Score -404273.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -404311.875000 Penalty: 2859.203125
	Iteration 16Q: 3 clusters Score -404311.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -404345.406250 Penalty: 2859.203125
	Iteration 17Q: 3 clusters Score -404345.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -404372.062500 Penalty: 2859.203125
	Iteration 18Q: 3 clusters Score -404372.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -404395.281250 Penalty: 2859.203125
	Iteration 19Q: 3 clusters Score -404395.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -404420.937500 Penalty: 2859.203125
	Iteration 20F: 3 clusters Score -404420.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -404441.968750 Penalty: 2859.203125
	Iteration 21Q: 3 clusters Score -404442 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -404472.531250 Penalty: 2859.203125
	Iteration 22Q: 3 clusters Score -404472.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -404509.625000 Penalty: 2859.203125
	Iteration 23Q: 3 clusters Score -404509.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -404547.031250 Penalty: 2859.203125
	Iteration 24Q: 3 clusters Score -404547 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -404591.093750 Penalty: 2859.203125
	Iteration 25Q: 3 clusters Score -404591.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -404632.593750 Penalty: 2859.203125
	Iteration 26Q: 3 clusters Score -404632.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -404671.375000 Penalty: 2859.203125
	Iteration 27Q: 3 clusters Score -404671.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -404695.625000 Penalty: 2859.203125
	Iteration 28Q: 3 clusters Score -404695.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -404710.312500 Penalty: 2859.203125
	Iteration 29Q: 3 clusters Score -404710.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -404720.531250 Penalty: 2859.203125
	Iteration 30Q: 3 clusters Score -404720.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -404731.656250 Penalty: 2859.203125
	Iteration 31Q: 3 clusters Score -404731.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -404741.906250 Penalty: 2859.203125
	Iteration 32Q: 3 clusters Score -404741.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -404747.656250 Penalty: 2859.203125
	Iteration 33Q: 3 clusters Score -404747.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -404753.000000 Penalty: 2859.203125
	Iteration 34Q: 3 clusters Score -404753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -404756.843750 Penalty: 2859.203125
	Iteration 35Q: 3 clusters Score -404756.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -404760.593750 Penalty: 2859.203125
	Iteration 36Q: 3 clusters Score -404760.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -404763.468750 Penalty: 2859.203125
	Iteration 37Q: 3 clusters Score -404763.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -404767.656250 Penalty: 2859.203125
	Iteration 38Q: 3 clusters Score -404767.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -404771.468750 Penalty: 2859.203125
	Iteration 39Q: 3 clusters Score -404771.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -404773.718750 Penalty: 2859.203125
	Iteration 40F: 3 clusters Score -404773.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -404773.968750 Penalty: 2859.203125
	Iteration 41Q: 3 clusters Score -404774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -404774.093750 Penalty: 2859.203125
	Iteration 42Q: 3 clusters Score -404774.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -404774.812500 Penalty: 2859.203125
	Iteration 43Q: 3 clusters Score -404774.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -404774.812500 Penalty: 2859.203125
	Iteration 44F: 3 clusters Score -404774.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (490735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490735 members 
Entering Unmasked Estep 
Score: -31036008.000000 Penalty: 2129.344727
	Iteration 0F: 2 clusters Score -3.103601e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245189 members 
Mstep: Class 2 contains 245546 members 
Entering Unmasked Estep 
Score: -30704482.000000 Penalty: 4258.689453
	Iteration 0F: 3 clusters Score -3.070448e+07 nChanged 240566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231039 members 
Mstep: Class 2 contains 259696 members 
Entering Unmasked Estep 
Score: -30850726.000000 Penalty: 4258.689453
	Iteration 1F: 3 clusters Score -3.085073e+07 nChanged 15818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221329 members 
Mstep: Class 2 contains 269406 members 
Entering Unmasked Estep 
Score: -30855318.000000 Penalty: 4258.689453
	Iteration 2Q: 3 clusters Score -3.085532e+07 nChanged 20353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206248 members 
Mstep: Class 2 contains 284487 members 
Entering Unmasked Estep 
Score: -30863116.000000 Penalty: 4258.689453
	Iteration 3Q: 3 clusters Score -3.086312e+07 nChanged 26554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184372 members 
Mstep: Class 2 contains 306363 members 
Entering Unmasked Estep 
Score: -30876996.000000 Penalty: 4258.689453
	Iteration 4F: 3 clusters Score -3.0877e+07 nChanged 32780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155052 members 
Mstep: Class 2 contains 335683 members 
Entering Unmasked Estep 
Score: -30898566.000000 Penalty: 4258.689453
	Iteration 5F: 3 clusters Score -3.089857e+07 nChanged 37776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119464 members 
Mstep: Class 2 contains 371271 members 
Entering Unmasked Estep 
Score: -30928918.000000 Penalty: 4258.689453
	Iteration 6F: 3 clusters Score -3.092892e+07 nChanged 38574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81836 members 
Mstep: Class 2 contains 408899 members 
Entering Unmasked Estep 
Score: -30963272.000000 Penalty: 4258.689453
	Iteration 7F: 3 clusters Score -3.096327e+07 nChanged 33240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Mstep: Class 2 contains 441871 members 
Entering Unmasked Estep 
Score: -30994522.000000 Penalty: 4258.689453
	Iteration 8F: 3 clusters Score -3.099452e+07 nChanged 22802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 464625 members 
Entering Unmasked Estep 
Score: -31015090.000000 Penalty: 4258.689453
	Iteration 9Q: 3 clusters Score -3.101509e+07 nChanged 12746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 477353 members 
Entering Unmasked Estep 
Score: -31026020.000000 Penalty: 4258.689453
	Iteration 10Q: 3 clusters Score -3.102602e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 483539 members 
Entering Unmasked Estep 
Score: -31031016.000000 Penalty: 4258.689453
	Iteration 11Q: 3 clusters Score -3.103102e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 486420 members 
Entering Unmasked Estep 
Score: -31032888.000000 Penalty: 4258.689453
	Iteration 12Q: 3 clusters Score -3.103289e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 487776 members 
Entering Unmasked Estep 
Score: -31033916.000000 Penalty: 4258.689453
	Iteration 13Q: 3 clusters Score -3.103392e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 488366 members 
Entering Unmasked Estep 
Score: -31034414.000000 Penalty: 4258.689453
	Iteration 14Q: 3 clusters Score -3.103441e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 488625 members 
Entering Unmasked Estep 
Score: -31034674.000000 Penalty: 4258.689453
	Iteration 15Q: 3 clusters Score -3.103467e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 488762 members 
Entering Unmasked Estep 
Score: -31034886.000000 Penalty: 4258.689453
	Iteration 16Q: 3 clusters Score -3.103489e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 488809 members 
Entering Unmasked Estep 
Score: -31035004.000000 Penalty: 4258.689453
	Iteration 17Q: 3 clusters Score -3.1035e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 488810 members 
Entering Unmasked Estep 
Score: -31035160.000000 Penalty: 4258.689453
	Iteration 18Q: 3 clusters Score -3.103516e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 488774 members 
Entering Unmasked Estep 
Score: -31035264.000000 Penalty: 4258.689453
	Iteration 19Q: 3 clusters Score -3.103526e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 488697 members 
Entering Unmasked Estep 
Score: -31035400.000000 Penalty: 4258.689453
	Iteration 20F: 3 clusters Score -3.10354e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 488599 members 
Entering Unmasked Estep 
Score: -31035482.000000 Penalty: 4258.689453
	Iteration 21Q: 3 clusters Score -3.103548e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 488468 members 
Entering Unmasked Estep 
Score: -31035602.000000 Penalty: 4258.689453
	Iteration 22Q: 3 clusters Score -3.10356e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 488336 members 
Entering Unmasked Estep 
Score: -31035756.000000 Penalty: 4258.689453
	Iteration 23Q: 3 clusters Score -3.103576e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 488206 members 
Entering Unmasked Estep 
Score: -31035806.000000 Penalty: 4258.689453
	Iteration 24Q: 3 clusters Score -3.103581e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 488093 members 
Entering Unmasked Estep 
Score: -31035852.000000 Penalty: 4258.689453
	Iteration 25Q: 3 clusters Score -3.103585e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 487985 members 
Entering Unmasked Estep 
Score: -31035884.000000 Penalty: 4258.689453
	Iteration 26Q: 3 clusters Score -3.103588e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 487884 members 
Entering Unmasked Estep 
Score: -31035976.000000 Penalty: 4258.689453
	Iteration 27Q: 3 clusters Score -3.103598e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 487777 members 
Entering Unmasked Estep 
Score: -31035976.000000 Penalty: 4258.689453
	Iteration 28Q: 3 clusters Score -3.103598e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 487661 members 
Entering Unmasked Estep 
Score: -31036006.000000 Penalty: 4258.689453
	Iteration 29Q: 3 clusters Score -3.103601e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 487571 members 
Entering Unmasked Estep 
Score: -31036062.000000 Penalty: 4258.689453
	Iteration 30Q: 3 clusters Score -3.103606e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 487481 members 
Entering Unmasked Estep 
Score: -31036146.000000 Penalty: 4258.689453
	Iteration 31Q: 3 clusters Score -3.103615e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 487412 members 
Entering Unmasked Estep 
Score: -31036194.000000 Penalty: 4258.689453
	Iteration 32Q: 3 clusters Score -3.103619e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 487346 members 
Entering Unmasked Estep 
Score: -31036224.000000 Penalty: 4258.689453
	Iteration 33Q: 3 clusters Score -3.103622e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 487297 members 
Entering Unmasked Estep 
Score: -31036264.000000 Penalty: 4258.689453
	Iteration 34Q: 3 clusters Score -3.103626e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 487246 members 
Entering Unmasked Estep 
Score: -31036268.000000 Penalty: 4258.689453
	Iteration 35Q: 3 clusters Score -3.103627e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 487199 members 
Entering Unmasked Estep 
Score: -31036256.000000 Penalty: 4258.689453
	Iteration 36Q: 3 clusters Score -3.103626e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 487159 members 
Entering Unmasked Estep 
Score: -31036252.000000 Penalty: 4258.689453
	Iteration 37Q: 3 clusters Score -3.103625e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 487131 members 
Entering Unmasked Estep 
Score: -31036274.000000 Penalty: 4258.689453
	Iteration 38Q: 3 clusters Score -3.103627e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 487106 members 
Entering Unmasked Estep 
Score: -31036262.000000 Penalty: 4258.689453
	Iteration 39Q: 3 clusters Score -3.103626e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 487081 members 
Entering Unmasked Estep 
Score: -31036262.000000 Penalty: 4258.689453
	Iteration 40F: 3 clusters Score -3.103626e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 487064 members 
Entering Unmasked Estep 
Score: -31036254.000000 Penalty: 4258.689453
	Iteration 41Q: 3 clusters Score -3.103625e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 487041 members 
Entering Unmasked Estep 
Score: -31036224.000000 Penalty: 4258.689453
	Iteration 42Q: 3 clusters Score -3.103622e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 487034 members 
Entering Unmasked Estep 
Score: -31036230.000000 Penalty: 4258.689453
	Iteration 43Q: 3 clusters Score -3.103623e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 487020 members 
Entering Unmasked Estep 
Score: -31036210.000000 Penalty: 4258.689453
	Iteration 44Q: 3 clusters Score -3.103621e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 487004 members 
Entering Unmasked Estep 
Score: -31036236.000000 Penalty: 4258.689453
	Iteration 45Q: 3 clusters Score -3.103624e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 486993 members 
Entering Unmasked Estep 
Score: -31036208.000000 Penalty: 4258.689453
	Iteration 46Q: 3 clusters Score -3.103621e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 486983 members 
Entering Unmasked Estep 
Score: -31036220.000000 Penalty: 4258.689453
	Iteration 47Q: 3 clusters Score -3.103622e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 486971 members 
Entering Unmasked Estep 
Score: -31036214.000000 Penalty: 4258.689453
	Iteration 48Q: 3 clusters Score -3.103621e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 486945 members 
Entering Unmasked Estep 
Score: -31036212.000000 Penalty: 4258.689453
	Iteration 49Q: 3 clusters Score -3.103621e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 486923 members 
Entering Unmasked Estep 
Score: -31036186.000000 Penalty: 4258.689453
	Iteration 50Q: 3 clusters Score -3.103619e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 486906 members 
Entering Unmasked Estep 
Score: -31036216.000000 Penalty: 4258.689453
	Iteration 51Q: 3 clusters Score -3.103622e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 486890 members 
Entering Unmasked Estep 
Score: -31036184.000000 Penalty: 4258.689453
	Iteration 52Q: 3 clusters Score -3.103618e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 486881 members 
Entering Unmasked Estep 
Score: -31036196.000000 Penalty: 4258.689453
	Iteration 53Q: 3 clusters Score -3.10362e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 486872 members 
Entering Unmasked Estep 
Score: -31036200.000000 Penalty: 4258.689453
	Iteration 54Q: 3 clusters Score -3.10362e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 486864 members 
Entering Unmasked Estep 
Score: -31036214.000000 Penalty: 4258.689453
	Iteration 55Q: 3 clusters Score -3.103621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 486861 members 
Entering Unmasked Estep 
Score: -31036216.000000 Penalty: 4258.689453
	Iteration 56Q: 3 clusters Score -3.103622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 486860 members 
Entering Unmasked Estep 
Score: -31036222.000000 Penalty: 4258.689453
	Iteration 57Q: 3 clusters Score -3.103622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 486861 members 
Entering Unmasked Estep 
Score: -31036212.000000 Penalty: 4258.689453
	Iteration 58Q: 3 clusters Score -3.103621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 486861 members 
Entering Unmasked Estep 
Score: -31036198.000000 Penalty: 4258.689453
	Iteration 59Q: 3 clusters Score -3.10362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 486860 members 
Entering Unmasked Estep 
Score: -31036198.000000 Penalty: 4258.689453
	Iteration 60F: 3 clusters Score -3.10362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 486858 members 
Entering Unmasked Estep 
Score: -31036206.000000 Penalty: 4258.689453
	Iteration 61Q: 3 clusters Score -3.103621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 486859 members 
Entering Unmasked Estep 
Score: -31036196.000000 Penalty: 4258.689453
	Iteration 62Q: 3 clusters Score -3.10362e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 486859 members 
Entering Unmasked Estep 
Score: -31036196.000000 Penalty: 4258.689453
	Iteration 63F: 3 clusters Score -3.10362e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 486859 members 
Mstep: Class 3 contains 18307 members 
Mstep: Class 4 contains 15680 members 
Mstep: Class 7 contains 6700 members 
Mstep: Class 8 contains 5414 members 
Mstep: Class 9 contains 34720 members 
Mstep: Class 10 contains 75946 members 
Mstep: Class 15 contains 6618 members 
Mstep: Class 16 contains 3876 members 
Mstep: Class 17 contains 2947 members 
Mstep: Class 19 contains 8261 members 
Mstep: Class 20 contains 9071 members 
Entering Unmasked Estep 
Score: -42190772.000000 Penalty: 28371.644531
Splitting cluster 16 changes total score from -42190608.000000 to -42190772.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 17 (2947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Entering Unmasked Estep 
Score: -169462.375000 Penalty: 1298.138184
	Iteration 0F: 2 clusters Score -169462.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -166718.968750 Penalty: 2596.276367
	Iteration 0F: 3 clusters Score -166719 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -167350.796875 Penalty: 2596.276367
	Iteration 1F: 3 clusters Score -167350.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -167498.515625 Penalty: 2596.276367
	Iteration 2F: 3 clusters Score -167498.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -167592.812500 Penalty: 2596.276367
	Iteration 3F: 3 clusters Score -167592.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -167670.750000 Penalty: 2596.276367
	Iteration 4Q: 3 clusters Score -167670.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -167725.015625 Penalty: 2596.276367
	Iteration 5Q: 3 clusters Score -167725 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -167766.359375 Penalty: 2596.276367
	Iteration 6Q: 3 clusters Score -167766.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -167805.109375 Penalty: 2596.276367
	Iteration 7Q: 3 clusters Score -167805.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -167845.000000 Penalty: 2596.276367
	Iteration 8Q: 3 clusters Score -167845 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -167879.515625 Penalty: 2596.276367
	Iteration 9Q: 3 clusters Score -167879.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -167914.796875 Penalty: 2596.276367
	Iteration 10Q: 3 clusters Score -167914.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -167942.671875 Penalty: 2596.276367
	Iteration 11Q: 3 clusters Score -167942.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -167971.390625 Penalty: 2596.276367
	Iteration 12Q: 3 clusters Score -167971.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -167998.250000 Penalty: 2596.276367
	Iteration 13Q: 3 clusters Score -167998.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -168029.312500 Penalty: 2596.276367
	Iteration 14Q: 3 clusters Score -168029.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -168061.343750 Penalty: 2596.276367
	Iteration 15Q: 3 clusters Score -168061.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -168086.765625 Penalty: 2596.276367
	Iteration 16Q: 3 clusters Score -168086.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -168104.328125 Penalty: 2596.276367
	Iteration 17Q: 3 clusters Score -168104.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -168112.406250 Penalty: 2596.276367
	Iteration 18Q: 3 clusters Score -168112.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -168120.828125 Penalty: 2596.276367
	Iteration 19Q: 3 clusters Score -168120.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -168129.031250 Penalty: 2596.276367
	Iteration 20F: 3 clusters Score -168129 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -168136.921875 Penalty: 2596.276367
	Iteration 21Q: 3 clusters Score -168136.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -168150.046875 Penalty: 2596.276367
	Iteration 22Q: 3 clusters Score -168150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -168173.828125 Penalty: 2596.276367
	Iteration 23Q: 3 clusters Score -168173.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -168187.359375 Penalty: 2596.276367
	Iteration 24Q: 3 clusters Score -168187.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -168202.515625 Penalty: 2596.276367
	Iteration 25Q: 3 clusters Score -168202.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -168219.078125 Penalty: 2596.276367
	Iteration 26Q: 3 clusters Score -168219.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -168234.968750 Penalty: 2596.276367
	Iteration 27Q: 3 clusters Score -168235 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -168248.109375 Penalty: 2596.276367
	Iteration 28Q: 3 clusters Score -168248.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -168257.906250 Penalty: 2596.276367
	Iteration 29Q: 3 clusters Score -168257.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -168267.062500 Penalty: 2596.276367
	Iteration 30Q: 3 clusters Score -168267.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -168273.531250 Penalty: 2596.276367
	Iteration 31Q: 3 clusters Score -168273.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -168279.281250 Penalty: 2596.276367
	Iteration 32Q: 3 clusters Score -168279.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -168284.390625 Penalty: 2596.276367
	Iteration 33Q: 3 clusters Score -168284.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -168289.015625 Penalty: 2596.276367
	Iteration 34Q: 3 clusters Score -168289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -168290.625000 Penalty: 2596.276367
	Iteration 35Q: 3 clusters Score -168290.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -168293.015625 Penalty: 2596.276367
	Iteration 36Q: 3 clusters Score -168293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -168295.453125 Penalty: 2596.276367
	Iteration 37Q: 3 clusters Score -168295.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -168298.015625 Penalty: 2596.276367
	Iteration 38Q: 3 clusters Score -168298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -168300.156250 Penalty: 2596.276367
	Iteration 39Q: 3 clusters Score -168300.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -168304.031250 Penalty: 2596.276367
	Iteration 40F: 3 clusters Score -168304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -168310.609375 Penalty: 2596.276367
	Iteration 41Q: 3 clusters Score -168310.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -168317.703125 Penalty: 2596.276367
	Iteration 42Q: 3 clusters Score -168317.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -168331.125000 Penalty: 2596.276367
	Iteration 43Q: 3 clusters Score -168331.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -168343.171875 Penalty: 2596.276367
	Iteration 44Q: 3 clusters Score -168343.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -168360.218750 Penalty: 2596.276367
	Iteration 45Q: 3 clusters Score -168360.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -168379.843750 Penalty: 2596.276367
	Iteration 46Q: 3 clusters Score -168379.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -168398.734375 Penalty: 2596.276367
	Iteration 47Q: 3 clusters Score -168398.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -168414.984375 Penalty: 2596.276367
	Iteration 48Q: 3 clusters Score -168415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -168424.187500 Penalty: 2596.276367
	Iteration 49Q: 3 clusters Score -168424.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -168431.125000 Penalty: 2596.276367
	Iteration 50Q: 3 clusters Score -168431.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -168435.703125 Penalty: 2596.276367
	Iteration 51Q: 3 clusters Score -168435.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -168444.453125 Penalty: 2596.276367
	Iteration 52Q: 3 clusters Score -168444.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -168456.156250 Penalty: 2596.276367
	Iteration 53Q: 3 clusters Score -168456.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -168465.968750 Penalty: 2596.276367
	Iteration 54Q: 3 clusters Score -168466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -168476.406250 Penalty: 2596.276367
	Iteration 55Q: 3 clusters Score -168476.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -168489.921875 Penalty: 2596.276367
	Iteration 56Q: 3 clusters Score -168489.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -168507.500000 Penalty: 2596.276367
	Iteration 57Q: 3 clusters Score -168507.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -168522.578125 Penalty: 2596.276367
	Iteration 58Q: 3 clusters Score -168522.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -168532.437500 Penalty: 2596.276367
	Iteration 59Q: 3 clusters Score -168532.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -168539.984375 Penalty: 2596.276367
	Iteration 60F: 3 clusters Score -168540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -168543.921875 Penalty: 2596.276367
	Iteration 61Q: 3 clusters Score -168543.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -168547.546875 Penalty: 2596.276367
	Iteration 62Q: 3 clusters Score -168547.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -168549.750000 Penalty: 2596.276367
	Iteration 63Q: 3 clusters Score -168549.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -168551.812500 Penalty: 2596.276367
	Iteration 64Q: 3 clusters Score -168551.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -168553.937500 Penalty: 2596.276367
	Iteration 65Q: 3 clusters Score -168553.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -168556.281250 Penalty: 2596.276367
	Iteration 66Q: 3 clusters Score -168556.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -168558.312500 Penalty: 2596.276367
	Iteration 67Q: 3 clusters Score -168558.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -168558.312500 Penalty: 2596.276367
	Iteration 68F: 3 clusters Score -168558.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Entering Unmasked Estep 
Score: -490683.375000 Penalty: 1465.636353
	Iteration 0F: 2 clusters Score -490683.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -484679.656250 Penalty: 2931.272705
	Iteration 0F: 3 clusters Score -484679.7 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -487549.125000 Penalty: 2931.272705
	Iteration 1F: 3 clusters Score -487549.1 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -489249.781250 Penalty: 2931.272705
	Iteration 2F: 3 clusters Score -489249.8 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -491540.343750 Penalty: 2931.272705
	Iteration 3F: 3 clusters Score -491540.3 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -492980.562500 Penalty: 2931.272705
	Iteration 4F: 3 clusters Score -492980.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -493333.250000 Penalty: 2931.272705
	Iteration 5F: 3 clusters Score -493333.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -493406.281250 Penalty: 2931.272705
	Iteration 6Q: 3 clusters Score -493406.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -493425.343750 Penalty: 2931.272705
	Iteration 7Q: 3 clusters Score -493425.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -493430.843750 Penalty: 2931.272705
	Iteration 8Q: 3 clusters Score -493430.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -493434.093750 Penalty: 2931.272705
	Iteration 9Q: 3 clusters Score -493434.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -493436.125000 Penalty: 2931.272705
	Iteration 10Q: 3 clusters Score -493436.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -493436.062500 Penalty: 2931.272705
	Iteration 11Q: 3 clusters Score -493436.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -493437.812500 Penalty: 2931.272705
	Iteration 12Q: 3 clusters Score -493437.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -493438.281250 Penalty: 2931.272705
	Iteration 13Q: 3 clusters Score -493438.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -493438.781250 Penalty: 2931.272705
	Iteration 14Q: 3 clusters Score -493438.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -493439.531250 Penalty: 2931.272705
	Iteration 15Q: 3 clusters Score -493439.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -493440.125000 Penalty: 2931.272705
	Iteration 16Q: 3 clusters Score -493440.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -493440.437500 Penalty: 2931.272705
	Iteration 17Q: 3 clusters Score -493440.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -493439.656250 Penalty: 2931.272705
	Iteration 18Q: 3 clusters Score -493439.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -493440.781250 Penalty: 2931.272705
	Iteration 19Q: 3 clusters Score -493440.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -493440.625000 Penalty: 2931.272705
	Iteration 20F: 3 clusters Score -493440.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -493441.062500 Penalty: 2931.272705
	Iteration 21Q: 3 clusters Score -493441.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -493441.156250 Penalty: 2931.272705
	Iteration 22Q: 3 clusters Score -493441.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -493441.156250 Penalty: 2931.272705
	Iteration 23F: 3 clusters Score -493441.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 486859 members 
Mstep: Class 3 contains 18307 members 
Mstep: Class 4 contains 15680 members 
Mstep: Class 5 contains 1410 members 
Mstep: Class 7 contains 6700 members 
Mstep: Class 8 contains 5414 members 
Mstep: Class 9 contains 34720 members 
Mstep: Class 10 contains 75946 members 
Mstep: Class 15 contains 6618 members 
Mstep: Class 16 contains 3876 members 
Mstep: Class 17 contains 2947 members 
Mstep: Class 19 contains 6851 members 
Mstep: Class 20 contains 9071 members 
Entering Unmasked Estep 
Score: -42192800.000000 Penalty: 30554.080078
Splitting cluster 19 changes total score from -42190608.000000 to -42192800.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 20 (9071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Entering Unmasked Estep 
Score: -567402.750000 Penalty: 1480.836182
	Iteration 0F: 2 clusters Score -567402.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -560884.375000 Penalty: 2961.672363
	Iteration 0F: 3 clusters Score -560884.4 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -563214.125000 Penalty: 2961.672363
	Iteration 1F: 3 clusters Score -563214.1 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -563680.750000 Penalty: 2961.672363
	Iteration 2F: 3 clusters Score -563680.8 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -564172.375000 Penalty: 2961.672363
	Iteration 3F: 3 clusters Score -564172.4 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -564717.750000 Penalty: 2961.672363
	Iteration 4F: 3 clusters Score -564717.8 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -565296.062500 Penalty: 2961.672363
	Iteration 5F: 3 clusters Score -565296.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -565743.687500 Penalty: 2961.672363
	Iteration 6F: 3 clusters Score -565743.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -565980.062500 Penalty: 2961.672363
	Iteration 7Q: 3 clusters Score -565980.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -566118.750000 Penalty: 2961.672363
	Iteration 8Q: 3 clusters Score -566118.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -566207.625000 Penalty: 2961.672363
	Iteration 9Q: 3 clusters Score -566207.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -566291.625000 Penalty: 2961.672363
	Iteration 10Q: 3 clusters Score -566291.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -566349.187500 Penalty: 2961.672363
	Iteration 11Q: 3 clusters Score -566349.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -566393.562500 Penalty: 2961.672363
	Iteration 12Q: 3 clusters Score -566393.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -566439.687500 Penalty: 2961.672363
	Iteration 13Q: 3 clusters Score -566439.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -566486.437500 Penalty: 2961.672363
	Iteration 14Q: 3 clusters Score -566486.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -566519.875000 Penalty: 2961.672363
	Iteration 15Q: 3 clusters Score -566519.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -566538.500000 Penalty: 2961.672363
	Iteration 16Q: 3 clusters Score -566538.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -566554.000000 Penalty: 2961.672363
	Iteration 17Q: 3 clusters Score -566554 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -566565.062500 Penalty: 2961.672363
	Iteration 18Q: 3 clusters Score -566565.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -566575.375000 Penalty: 2961.672363
	Iteration 19Q: 3 clusters Score -566575.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -566590.875000 Penalty: 2961.672363
	Iteration 20F: 3 clusters Score -566590.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -566610.312500 Penalty: 2961.672363
	Iteration 21Q: 3 clusters Score -566610.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -566627.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -566643.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -566657.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -566669.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -566673.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -566675.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -566678.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -566680.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -566680.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -566681.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -566681.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -566681.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -566683.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -566682.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -566684.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -566685.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -566686.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -566686.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -566687.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -566689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -566689.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -566688.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -566688.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -566688.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -566688.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -566689.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
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	Iteration 48F: 3 clusters Score -566689.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 3 contains 18307 members 
Mstep: Class 4 contains 15680 members 
Mstep: Class 7 contains 6700 members 
Mstep: Class 8 contains 5414 members 
Mstep: Class 9 contains 34720 members 
Mstep: Class 10 contains 75946 members 
Mstep: Class 15 contains 6618 members 
Mstep: Class 16 contains 3876 members 
Mstep: Class 17 contains 2947 members 
Mstep: Class 19 contains 6851 members 
Mstep: Class 20 contains 9071 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 15 clusters Score -4.219363e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 486447 members 
Mstep: Class 3 contains 18103 members 
Mstep: Class 4 contains 15606 members 
Mstep: Class 5 contains 1312 members 
Mstep: Class 7 contains 6812 members 
Mstep: Class 8 contains 5480 members 
Mstep: Class 9 contains 35004 members 
Mstep: Class 10 contains 75935 members 
Mstep: Class 15 contains 6659 members 
Mstep: Class 16 contains 4124 members 
Mstep: Class 17 contains 2949 members 
Mstep: Class 19 contains 6949 members 
Mstep: Class 20 contains 9020 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 15 clusters Score -4.219443e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 486066 members 
Mstep: Class 3 contains 17882 members 
Mstep: Class 4 contains 15579 members 
Mstep: Class 5 contains 1330 members 
Mstep: Class 7 contains 6914 members 
Mstep: Class 8 contains 5504 members 
Mstep: Class 9 contains 35290 members 
Mstep: Class 10 contains 75943 members 
Mstep: Class 15 contains 6696 members 
Mstep: Class 16 contains 4294 members 
Mstep: Class 17 contains 2955 members 
Mstep: Class 19 contains 7029 members 
Mstep: Class 20 contains 8968 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 15 clusters Score -4.219479e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 485702 members 
Mstep: Class 3 contains 17691 members 
Mstep: Class 4 contains 15565 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 7 contains 6982 members 
Mstep: Class 8 contains 5525 members 
Mstep: Class 9 contains 35562 members 
Mstep: Class 10 contains 75955 members 
Mstep: Class 15 contains 6725 members 
Mstep: Class 16 contains 4459 members 
Mstep: Class 17 contains 2969 members 
Mstep: Class 19 contains 7082 members 
Mstep: Class 20 contains 8913 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 15 clusters Score -4.219494e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 485446 members 
Mstep: Class 3 contains 17497 members 
Mstep: Class 4 contains 15555 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 7 contains 7033 members 
Mstep: Class 8 contains 5546 members 
Mstep: Class 9 contains 35766 members 
Mstep: Class 10 contains 75959 members 
Mstep: Class 15 contains 6755 members 
Mstep: Class 16 contains 4611 members 
Mstep: Class 17 contains 2972 members 
Mstep: Class 19 contains 7135 members 
Mstep: Class 20 contains 8871 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 15 clusters Score -4.219514e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 485205 members 
Mstep: Class 3 contains 17327 members 
Mstep: Class 4 contains 15539 members 
Mstep: Class 5 contains 1373 members 
Mstep: Class 7 contains 7069 members 
Mstep: Class 8 contains 5570 members 
Mstep: Class 9 contains 35954 members 
Mstep: Class 10 contains 75967 members 
Mstep: Class 15 contains 6795 members 
Mstep: Class 16 contains 4737 members 
Mstep: Class 17 contains 2979 members 
Mstep: Class 19 contains 7175 members 
Mstep: Class 20 contains 8837 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 15 clusters Score -4.219546e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 484954 members 
Mstep: Class 3 contains 17196 members 
Mstep: Class 4 contains 15538 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 7 contains 7087 members 
Mstep: Class 8 contains 5595 members 
Mstep: Class 9 contains 36145 members 
Mstep: Class 10 contains 75973 members 
Mstep: Class 15 contains 6817 members 
Mstep: Class 16 contains 4860 members 
Mstep: Class 17 contains 3000 members 
Mstep: Class 19 contains 7209 members 
Mstep: Class 20 contains 8790 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 15 clusters Score -4.219563e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 484746 members 
Mstep: Class 3 contains 17051 members 
Mstep: Class 4 contains 15544 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 7 contains 7108 members 
Mstep: Class 8 contains 5619 members 
Mstep: Class 9 contains 36313 members 
Mstep: Class 10 contains 75966 members 
Mstep: Class 15 contains 6831 members 
Mstep: Class 16 contains 4984 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 19 contains 7248 members 
Mstep: Class 20 contains 8749 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 15 clusters Score -4.21956e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 484589 members 
Mstep: Class 3 contains 16916 members 
Mstep: Class 4 contains 15553 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 7 contains 7125 members 
Mstep: Class 8 contains 5633 members 
Mstep: Class 9 contains 36453 members 
Mstep: Class 10 contains 75956 members 
Mstep: Class 15 contains 6849 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 19 contains 7278 members 
Mstep: Class 20 contains 8709 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 15 clusters Score -4.219561e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 484412 members 
Mstep: Class 3 contains 16796 members 
Mstep: Class 4 contains 15557 members 
Mstep: Class 5 contains 1410 members 
Mstep: Class 7 contains 7147 members 
Mstep: Class 8 contains 5640 members 
Mstep: Class 9 contains 36578 members 
Mstep: Class 10 contains 75952 members 
Mstep: Class 15 contains 6868 members 
Mstep: Class 16 contains 5239 members 
Mstep: Class 17 contains 3027 members 
Mstep: Class 19 contains 7295 members 
Mstep: Class 20 contains 8676 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 48Q: 15 clusters Score -4.219566e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 484252 members 
Mstep: Class 3 contains 16685 members 
Mstep: Class 4 contains 15573 members 
Mstep: Class 5 contains 1410 members 
Mstep: Class 7 contains 7161 members 
Mstep: Class 8 contains 5648 members 
Mstep: Class 9 contains 36691 members 
Mstep: Class 10 contains 75950 members 
Mstep: Class 15 contains 6883 members 
Mstep: Class 16 contains 5383 members 
Mstep: Class 17 contains 3025 members 
Mstep: Class 19 contains 7306 members 
Mstep: Class 20 contains 8638 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 15 clusters Score -4.219572e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 484095 members 
Mstep: Class 3 contains 16597 members 
Mstep: Class 4 contains 15582 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 7 contains 7164 members 
Mstep: Class 8 contains 5659 members 
Mstep: Class 9 contains 36767 members 
Mstep: Class 10 contains 75951 members 
Mstep: Class 15 contains 6896 members 
Mstep: Class 16 contains 5533 members 
Mstep: Class 17 contains 3026 members 
Mstep: Class 19 contains 7319 members 
Mstep: Class 20 contains 8606 members 
Entering Unmasked Estep 
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Iteration 50Q: 15 clusters Score -4.219568e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 483958 members 
Mstep: Class 3 contains 16509 members 
Mstep: Class 4 contains 15587 members 
Mstep: Class 5 contains 1414 members 
Mstep: Class 7 contains 7150 members 
Mstep: Class 8 contains 5663 members 
Mstep: Class 9 contains 36834 members 
Mstep: Class 10 contains 75953 members 
Mstep: Class 15 contains 6909 members 
Mstep: Class 16 contains 5675 members 
Mstep: Class 17 contains 3029 members 
Mstep: Class 19 contains 7332 members 
Mstep: Class 20 contains 8587 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 15 clusters Score -4.219573e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 483829 members 
Mstep: Class 3 contains 16436 members 
Mstep: Class 4 contains 15583 members 
Mstep: Class 5 contains 1415 members 
Mstep: Class 7 contains 7138 members 
Mstep: Class 8 contains 5669 members 
Mstep: Class 9 contains 36900 members 
Mstep: Class 10 contains 75958 members 
Mstep: Class 15 contains 6927 members 
Mstep: Class 16 contains 5805 members 
Mstep: Class 17 contains 3027 members 
Mstep: Class 19 contains 7342 members 
Mstep: Class 20 contains 8573 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 52Q: 15 clusters Score -4.21958e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 483733 members 
Mstep: Class 3 contains 16352 members 
Mstep: Class 4 contains 15587 members 
Mstep: Class 5 contains 1416 members 
Mstep: Class 7 contains 7137 members 
Mstep: Class 8 contains 5669 members 
Mstep: Class 9 contains 36952 members 
Mstep: Class 10 contains 75959 members 
Mstep: Class 15 contains 6943 members 
Mstep: Class 16 contains 5920 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 19 contains 7351 members 
Mstep: Class 20 contains 8558 members 
Entering Unmasked Estep 
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Iteration 53Q: 15 clusters Score -4.219582e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 483617 members 
Mstep: Class 3 contains 16275 members 
Mstep: Class 4 contains 15591 members 
Mstep: Class 5 contains 1416 members 
Mstep: Class 7 contains 7144 members 
Mstep: Class 8 contains 5672 members 
Mstep: Class 9 contains 36995 members 
Mstep: Class 10 contains 75958 members 
Mstep: Class 15 contains 6956 members 
Mstep: Class 16 contains 6040 members 
Mstep: Class 17 contains 3025 members 
Mstep: Class 19 contains 7363 members 
Mstep: Class 20 contains 8543 members 
Entering Unmasked Estep 
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Iteration 54Q: 15 clusters Score -4.219589e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 483522 members 
Mstep: Class 3 contains 16214 members 
Mstep: Class 4 contains 15589 members 
Mstep: Class 5 contains 1416 members 
Mstep: Class 7 contains 7154 members 
Mstep: Class 8 contains 5674 members 
Mstep: Class 9 contains 37020 members 
Mstep: Class 10 contains 75957 members 
Mstep: Class 15 contains 6965 members 
Mstep: Class 16 contains 6152 members 
Mstep: Class 17 contains 3025 members 
Mstep: Class 19 contains 7376 members 
Mstep: Class 20 contains 8533 members 
Entering Unmasked Estep 
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Iteration 55Q: 15 clusters Score -4.219589e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 483436 members 
Mstep: Class 3 contains 16167 members 
Mstep: Class 4 contains 15594 members 
Mstep: Class 5 contains 1418 members 
Mstep: Class 7 contains 7155 members 
Mstep: Class 8 contains 5681 members 
Mstep: Class 9 contains 37035 members 
Mstep: Class 10 contains 75954 members 
Mstep: Class 15 contains 6977 members 
Mstep: Class 16 contains 6245 members 
Mstep: Class 17 contains 3027 members 
Mstep: Class 19 contains 7383 members 
Mstep: Class 20 contains 8526 members 
Entering Unmasked Estep 
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Iteration 56Q: 15 clusters Score -4.219595e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 483364 members 
Mstep: Class 3 contains 16130 members 
Mstep: Class 4 contains 15589 members 
Mstep: Class 5 contains 1421 members 
Mstep: Class 7 contains 7150 members 
Mstep: Class 8 contains 5688 members 
Mstep: Class 9 contains 37047 members 
Mstep: Class 10 contains 75963 members 
Mstep: Class 15 contains 6984 members 
Mstep: Class 16 contains 6333 members 
Mstep: Class 17 contains 3028 members 
Mstep: Class 19 contains 7382 members 
Mstep: Class 20 contains 8520 members 
Entering Unmasked Estep 
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Iteration 57Q: 15 clusters Score -4.219591e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 483300 members 
Mstep: Class 3 contains 16089 members 
Mstep: Class 4 contains 15587 members 
Mstep: Class 5 contains 1421 members 
Mstep: Class 7 contains 7147 members 
Mstep: Class 8 contains 5695 members 
Mstep: Class 9 contains 37055 members 
Mstep: Class 10 contains 75963 members 
Mstep: Class 15 contains 6989 members 
Mstep: Class 16 contains 6420 members 
Mstep: Class 17 contains 3027 members 
Mstep: Class 19 contains 7386 members 
Mstep: Class 20 contains 8516 members 
Entering Unmasked Estep 
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Iteration 58Q: 15 clusters Score -4.219587e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 483254 members 
Mstep: Class 3 contains 16053 members 
Mstep: Class 4 contains 15582 members 
Mstep: Class 5 contains 1421 members 
Mstep: Class 7 contains 7150 members 
Mstep: Class 8 contains 5700 members 
Mstep: Class 9 contains 37069 members 
Mstep: Class 10 contains 75966 members 
Mstep: Class 15 contains 6995 members 
Mstep: Class 16 contains 6487 members 
Mstep: Class 17 contains 3022 members 
Mstep: Class 19 contains 7387 members 
Mstep: Class 20 contains 8512 members 
Entering Unmasked Estep 
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Iteration 59Q: 15 clusters Score -4.219584e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 483175 members 
Mstep: Class 3 contains 16025 members 
Mstep: Class 4 contains 15581 members 
Mstep: Class 5 contains 1422 members 
Mstep: Class 7 contains 7157 members 
Mstep: Class 8 contains 5705 members 
Mstep: Class 9 contains 37077 members 
Mstep: Class 10 contains 75966 members 
Mstep: Class 15 contains 7007 members 
Mstep: Class 16 contains 6577 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 19 contains 7387 members 
Mstep: Class 20 contains 8502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195884.000000 Penalty: 30554.080078
Iteration 60F: 15 clusters Score -4.219588e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 483110 members 
Mstep: Class 3 contains 15987 members 
Mstep: Class 4 contains 15583 members 
Mstep: Class 5 contains 1423 members 
Mstep: Class 7 contains 7168 members 
Mstep: Class 8 contains 5709 members 
Mstep: Class 9 contains 37093 members 
Mstep: Class 10 contains 75968 members 
Mstep: Class 15 contains 7015 members 
Mstep: Class 16 contains 6656 members 
Mstep: Class 17 contains 3018 members 
Mstep: Class 19 contains 7386 members 
Mstep: Class 20 contains 8494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195876.000000 Penalty: 30554.080078
Iteration 61Q: 15 clusters Score -4.219588e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 483055 members 
Mstep: Class 3 contains 15957 members 
Mstep: Class 4 contains 15585 members 
Mstep: Class 5 contains 1423 members 
Mstep: Class 7 contains 7177 members 
Mstep: Class 8 contains 5712 members 
Mstep: Class 9 contains 37096 members 
Mstep: Class 10 contains 75970 members 
Mstep: Class 15 contains 7021 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 3014 members 
Mstep: Class 19 contains 7387 members 
Mstep: Class 20 contains 8480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195920.000000 Penalty: 30554.080078
Iteration 62Q: 15 clusters Score -4.219592e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 482986 members 
Mstep: Class 3 contains 15932 members 
Mstep: Class 4 contains 15587 members 
Mstep: Class 5 contains 1424 members 
Mstep: Class 7 contains 7188 members 
Mstep: Class 8 contains 5718 members 
Mstep: Class 9 contains 37103 members 
Mstep: Class 10 contains 75974 members 
Mstep: Class 15 contains 7020 members 
Mstep: Class 16 contains 6823 members 
Mstep: Class 17 contains 3012 members 
Mstep: Class 19 contains 7387 members 
Mstep: Class 20 contains 8466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195924.000000 Penalty: 30554.080078
Iteration 63Q: 15 clusters Score -4.219592e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 482939 members 
Mstep: Class 3 contains 15897 members 
Mstep: Class 4 contains 15579 members 
Mstep: Class 5 contains 1423 members 
Mstep: Class 7 contains 7205 members 
Mstep: Class 8 contains 5723 members 
Mstep: Class 9 contains 37104 members 
Mstep: Class 10 contains 75976 members 
Mstep: Class 15 contains 7021 members 
Mstep: Class 16 contains 6898 members 
Mstep: Class 17 contains 3011 members 
Mstep: Class 19 contains 7387 members 
Mstep: Class 20 contains 8457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195920.000000 Penalty: 30554.080078
Iteration 64Q: 15 clusters Score -4.219592e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 482900 members 
Mstep: Class 3 contains 15862 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 1423 members 
Mstep: Class 7 contains 7226 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 37097 members 
Mstep: Class 10 contains 75971 members 
Mstep: Class 15 contains 7027 members 
Mstep: Class 16 contains 6965 members 
Mstep: Class 17 contains 3011 members 
Mstep: Class 19 contains 7387 members 
Mstep: Class 20 contains 8453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195924.000000 Penalty: 30554.080078
Iteration 65Q: 15 clusters Score -4.219592e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 482841 members 
Mstep: Class 3 contains 15822 members 
Mstep: Class 4 contains 15574 members 
Mstep: Class 5 contains 1423 members 
Mstep: Class 7 contains 7251 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 37101 members 
Mstep: Class 10 contains 75969 members 
Mstep: Class 15 contains 7031 members 
Mstep: Class 16 contains 7043 members 
Mstep: Class 17 contains 3015 members 
Mstep: Class 19 contains 7386 members 
Mstep: Class 20 contains 8446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195976.000000 Penalty: 30554.080078
Iteration 66Q: 15 clusters Score -4.219598e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 482782 members 
Mstep: Class 3 contains 15784 members 
Mstep: Class 4 contains 15573 members 
Mstep: Class 5 contains 1423 members 
Mstep: Class 7 contains 7272 members 
Mstep: Class 8 contains 5726 members 
Mstep: Class 9 contains 37104 members 
Mstep: Class 10 contains 75971 members 
Mstep: Class 15 contains 7033 members 
Mstep: Class 16 contains 7112 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 19 contains 7387 members 
Mstep: Class 20 contains 8445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196028.000000 Penalty: 30554.080078
Iteration 67Q: 15 clusters Score -4.219603e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 482736 members 
Mstep: Class 3 contains 15748 members 
Mstep: Class 4 contains 15568 members 
Mstep: Class 5 contains 1423 members 
Mstep: Class 7 contains 7282 members 
Mstep: Class 8 contains 5727 members 
Mstep: Class 9 contains 37105 members 
Mstep: Class 10 contains 75973 members 
Mstep: Class 15 contains 7037 members 
Mstep: Class 16 contains 7180 members 
Mstep: Class 17 contains 3016 members 
Mstep: Class 19 contains 7387 members 
Mstep: Class 20 contains 8445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196084.000000 Penalty: 30554.080078
Iteration 68Q: 15 clusters Score -4.219608e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 482693 members 
Mstep: Class 3 contains 15709 members 
Mstep: Class 4 contains 15566 members 
Mstep: Class 5 contains 1424 members 
Mstep: Class 7 contains 7293 members 
Mstep: Class 8 contains 5729 members 
Mstep: Class 9 contains 37108 members 
Mstep: Class 10 contains 75976 members 
Mstep: Class 15 contains 7040 members 
Mstep: Class 16 contains 7242 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 19 contains 7390 members 
Mstep: Class 20 contains 8442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196100.000000 Penalty: 30554.080078
Iteration 69Q: 15 clusters Score -4.21961e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 482666 members 
Mstep: Class 3 contains 15680 members 
Mstep: Class 4 contains 15563 members 
Mstep: Class 5 contains 1424 members 
Mstep: Class 7 contains 7308 members 
Mstep: Class 8 contains 5727 members 
Mstep: Class 9 contains 37105 members 
Mstep: Class 10 contains 75975 members 
Mstep: Class 15 contains 7039 members 
Mstep: Class 16 contains 7295 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 19 contains 7391 members 
Mstep: Class 20 contains 8440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196084.000000 Penalty: 30554.080078
Iteration 70Q: 15 clusters Score -4.219608e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 482639 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 15557 members 
Mstep: Class 5 contains 1424 members 
Mstep: Class 7 contains 7326 members 
Mstep: Class 8 contains 5729 members 
Mstep: Class 9 contains 37107 members 
Mstep: Class 10 contains 75980 members 
Mstep: Class 15 contains 7041 members 
Mstep: Class 16 contains 7346 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 19 contains 7393 members 
Mstep: Class 20 contains 8436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196124.000000 Penalty: 30554.080078
Iteration 71Q: 15 clusters Score -4.219612e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 482609 members 
Mstep: Class 3 contains 15615 members 
Mstep: Class 4 contains 15555 members 
Mstep: Class 5 contains 1424 members 
Mstep: Class 7 contains 7341 members 
Mstep: Class 8 contains 5731 members 
Mstep: Class 9 contains 37105 members 
Mstep: Class 10 contains 75976 members 
Mstep: Class 15 contains 7042 members 
Mstep: Class 16 contains 7393 members 
Mstep: Class 17 contains 3015 members 
Mstep: Class 19 contains 7397 members 
Mstep: Class 20 contains 8433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196160.000000 Penalty: 30554.080078
Iteration 72Q: 15 clusters Score -4.219616e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 482556 members 
Mstep: Class 3 contains 15593 members 
Mstep: Class 4 contains 15554 members 
Mstep: Class 5 contains 1424 members 
Mstep: Class 7 contains 7354 members 
Mstep: Class 8 contains 5733 members 
Mstep: Class 9 contains 37114 members 
Mstep: Class 10 contains 75974 members 
Mstep: Class 15 contains 7046 members 
Mstep: Class 16 contains 7437 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 19 contains 7401 members 
Mstep: Class 20 contains 8432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196228.000000 Penalty: 30554.080078
Iteration 73Q: 15 clusters Score -4.219623e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 482506 members 
Mstep: Class 3 contains 15575 members 
Mstep: Class 4 contains 15550 members 
Mstep: Class 5 contains 1425 members 
Mstep: Class 7 contains 7375 members 
Mstep: Class 8 contains 5733 members 
Mstep: Class 9 contains 37116 members 
Mstep: Class 10 contains 75972 members 
Mstep: Class 15 contains 7049 members 
Mstep: Class 16 contains 7484 members 
Mstep: Class 17 contains 3015 members 
Mstep: Class 19 contains 7408 members 
Mstep: Class 20 contains 8431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196228.000000 Penalty: 30554.080078
Iteration 74Q: 15 clusters Score -4.219623e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 482460 members 
Mstep: Class 3 contains 15559 members 
Mstep: Class 4 contains 15546 members 
Mstep: Class 5 contains 1427 members 
Mstep: Class 7 contains 7393 members 
Mstep: Class 8 contains 5735 members 
Mstep: Class 9 contains 37120 members 
Mstep: Class 10 contains 75971 members 
Mstep: Class 15 contains 7051 members 
Mstep: Class 16 contains 7524 members 
Mstep: Class 17 contains 3014 members 
Mstep: Class 19 contains 7411 members 
Mstep: Class 20 contains 8430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196200.000000 Penalty: 30554.080078
Iteration 75Q: 15 clusters Score -4.21962e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 482410 members 
Mstep: Class 3 contains 15548 members 
Mstep: Class 4 contains 15545 members 
Mstep: Class 5 contains 1426 members 
Mstep: Class 7 contains 7415 members 
Mstep: Class 8 contains 5736 members 
Mstep: Class 9 contains 37123 members 
Mstep: Class 10 contains 75966 members 
Mstep: Class 15 contains 7051 members 
Mstep: Class 16 contains 7561 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 19 contains 7414 members 
Mstep: Class 20 contains 8429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196228.000000 Penalty: 30554.080078
Iteration 76Q: 15 clusters Score -4.219623e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 482355 members 
Mstep: Class 3 contains 15540 members 
Mstep: Class 4 contains 15542 members 
Mstep: Class 5 contains 1426 members 
Mstep: Class 7 contains 7447 members 
Mstep: Class 8 contains 5736 members 
Mstep: Class 9 contains 37119 members 
Mstep: Class 10 contains 75961 members 
Mstep: Class 15 contains 7050 members 
Mstep: Class 16 contains 7610 members 
Mstep: Class 17 contains 3005 members 
Mstep: Class 19 contains 7416 members 
Mstep: Class 20 contains 8428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196264.000000 Penalty: 30554.080078
Iteration 77Q: 15 clusters Score -4.219626e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 482314 members 
Mstep: Class 3 contains 15537 members 
Mstep: Class 4 contains 15538 members 
Mstep: Class 5 contains 1426 members 
Mstep: Class 7 contains 7461 members 
Mstep: Class 8 contains 5740 members 
Mstep: Class 9 contains 37106 members 
Mstep: Class 10 contains 75960 members 
Mstep: Class 15 contains 7052 members 
Mstep: Class 16 contains 7653 members 
Mstep: Class 17 contains 3003 members 
Mstep: Class 19 contains 7419 members 
Mstep: Class 20 contains 8429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196340.000000 Penalty: 30554.080078
Iteration 78Q: 15 clusters Score -4.219634e+07 nChanged 163
Entering ConstructFrom: 
Score: -42196340.000000 Penalty: 30554.080078
Entering ConstructFrom: 
Trying to split cluster 1 (5692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Entering Unmasked Estep 
Score: -314134.906250 Penalty: 1405.107788
	Iteration 0F: 2 clusters Score -314134.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -309727.281250 Penalty: 2810.215576
	Iteration 0F: 3 clusters Score -309727.3 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -310995.156250 Penalty: 2810.215576
	Iteration 1F: 3 clusters Score -310995.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -311201.156250 Penalty: 2810.215576
	Iteration 2F: 3 clusters Score -311201.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -311345.562500 Penalty: 2810.215576
	Iteration 3F: 3 clusters Score -311345.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -311471.437500 Penalty: 2810.215576
	Iteration 4Q: 3 clusters Score -311471.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -311613.156250 Penalty: 2810.215576
	Iteration 5Q: 3 clusters Score -311613.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -311769.500000 Penalty: 2810.215576
	Iteration 6Q: 3 clusters Score -311769.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -311966.750000 Penalty: 2810.215576
	Iteration 7Q: 3 clusters Score -311966.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -312156.343750 Penalty: 2810.215576
	Iteration 8F: 3 clusters Score -312156.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -312315.937500 Penalty: 2810.215576
	Iteration 9Q: 3 clusters Score -312315.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -312461.437500 Penalty: 2810.215576
	Iteration 10Q: 3 clusters Score -312461.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -312589.968750 Penalty: 2810.215576
	Iteration 11Q: 3 clusters Score -312590 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -312697.343750 Penalty: 2810.215576
	Iteration 12Q: 3 clusters Score -312697.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -312785.187500 Penalty: 2810.215576
	Iteration 13Q: 3 clusters Score -312785.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -312855.437500 Penalty: 2810.215576
	Iteration 14Q: 3 clusters Score -312855.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -312908.500000 Penalty: 2810.215576
	Iteration 15Q: 3 clusters Score -312908.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -312964.781250 Penalty: 2810.215576
	Iteration 16Q: 3 clusters Score -312964.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -313008.968750 Penalty: 2810.215576
	Iteration 17Q: 3 clusters Score -313009 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -313037.250000 Penalty: 2810.215576
	Iteration 18Q: 3 clusters Score -313037.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -313057.406250 Penalty: 2810.215576
	Iteration 19Q: 3 clusters Score -313057.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -313070.218750 Penalty: 2810.215576
	Iteration 20F: 3 clusters Score -313070.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -313080.843750 Penalty: 2810.215576
	Iteration 21Q: 3 clusters Score -313080.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -313088.968750 Penalty: 2810.215576
	Iteration 22Q: 3 clusters Score -313089 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -313100.218750 Penalty: 2810.215576
	Iteration 23Q: 3 clusters Score -313100.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -313105.593750 Penalty: 2810.215576
	Iteration 24Q: 3 clusters Score -313105.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -313108.812500 Penalty: 2810.215576
	Iteration 25Q: 3 clusters Score -313108.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -313111.062500 Penalty: 2810.215576
	Iteration 26Q: 3 clusters Score -313111.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -313112.937500 Penalty: 2810.215576
	Iteration 27Q: 3 clusters Score -313112.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -313116.281250 Penalty: 2810.215576
	Iteration 28Q: 3 clusters Score -313116.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -313118.687500 Penalty: 2810.215576
	Iteration 29Q: 3 clusters Score -313118.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -313119.687500 Penalty: 2810.215576
	Iteration 30Q: 3 clusters Score -313119.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -313121.593750 Penalty: 2810.215576
	Iteration 31Q: 3 clusters Score -313121.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -313122.312500 Penalty: 2810.215576
	Iteration 32Q: 3 clusters Score -313122.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -313123.187500 Penalty: 2810.215576
	Iteration 33Q: 3 clusters Score -313123.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -313124.875000 Penalty: 2810.215576
	Iteration 34Q: 3 clusters Score -313124.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -313125.750000 Penalty: 2810.215576
	Iteration 35Q: 3 clusters Score -313125.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -313127.687500 Penalty: 2810.215576
	Iteration 36Q: 3 clusters Score -313127.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -313127.781250 Penalty: 2810.215576
	Iteration 37Q: 3 clusters Score -313127.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -313128.125000 Penalty: 2810.215576
	Iteration 38Q: 3 clusters Score -313128.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -313129.125000 Penalty: 2810.215576
	Iteration 39Q: 3 clusters Score -313129.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -313129.156250 Penalty: 2810.215576
	Iteration 40F: 3 clusters Score -313129.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -313129.062500 Penalty: 2810.215576
	Iteration 41Q: 3 clusters Score -313129.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -313128.687500 Penalty: 2810.215576
	Iteration 42Q: 3 clusters Score -313128.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -313129.281250 Penalty: 2810.215576
	Iteration 43Q: 3 clusters Score -313129.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -313130.062500 Penalty: 2810.215576
	Iteration 44Q: 3 clusters Score -313130.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -313130.687500 Penalty: 2810.215576
	Iteration 45Q: 3 clusters Score -313130.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -313131.687500 Penalty: 2810.215576
	Iteration 46Q: 3 clusters Score -313131.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -313133.343750 Penalty: 2810.215576
	Iteration 47Q: 3 clusters Score -313133.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -313135.187500 Penalty: 2810.215576
	Iteration 48Q: 3 clusters Score -313135.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -313137.031250 Penalty: 2810.215576
	Iteration 49Q: 3 clusters Score -313137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -313138.750000 Penalty: 2810.215576
	Iteration 50Q: 3 clusters Score -313138.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -313140.875000 Penalty: 2810.215576
	Iteration 51Q: 3 clusters Score -313140.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -313142.906250 Penalty: 2810.215576
	Iteration 52Q: 3 clusters Score -313142.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -313144.062500 Penalty: 2810.215576
	Iteration 53Q: 3 clusters Score -313144.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -313145.937500 Penalty: 2810.215576
	Iteration 54Q: 3 clusters Score -313145.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -313146.656250 Penalty: 2810.215576
	Iteration 55Q: 3 clusters Score -313146.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -313146.750000 Penalty: 2810.215576
	Iteration 56Q: 3 clusters Score -313146.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -313146.781250 Penalty: 2810.215576
	Iteration 57Q: 3 clusters Score -313146.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -313148.625000 Penalty: 2810.215576
	Iteration 58Q: 3 clusters Score -313148.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -313148.187500 Penalty: 2810.215576
	Iteration 59Q: 3 clusters Score -313148.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -313149.000000 Penalty: 2810.215576
	Iteration 60F: 3 clusters Score -313149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -313149.625000 Penalty: 2810.215576
	Iteration 61Q: 3 clusters Score -313149.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -313150.937500 Penalty: 2810.215576
	Iteration 62Q: 3 clusters Score -313150.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -313150.781250 Penalty: 2810.215576
	Iteration 63Q: 3 clusters Score -313150.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -313151.093750 Penalty: 2810.215576
	Iteration 64Q: 3 clusters Score -313151.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -313152.906250 Penalty: 2810.215576
	Iteration 65Q: 3 clusters Score -313152.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -313154.250000 Penalty: 2810.215576
	Iteration 66Q: 3 clusters Score -313154.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -313153.750000 Penalty: 2810.215576
	Iteration 67Q: 3 clusters Score -313153.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -313155.156250 Penalty: 2810.215576
	Iteration 68Q: 3 clusters Score -313155.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -313155.843750 Penalty: 2810.215576
	Iteration 69Q: 3 clusters Score -313155.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -313156.687500 Penalty: 2810.215576
	Iteration 70Q: 3 clusters Score -313156.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -313157.000000 Penalty: 2810.215576
	Iteration 71Q: 3 clusters Score -313157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -313157.093750 Penalty: 2810.215576
	Iteration 72Q: 3 clusters Score -313157.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -313158.031250 Penalty: 2810.215576
	Iteration 73Q: 3 clusters Score -313158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -313157.937500 Penalty: 2810.215576
	Iteration 74Q: 3 clusters Score -313157.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -313159.562500 Penalty: 2810.215576
	Iteration 75Q: 3 clusters Score -313159.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -313159.187500 Penalty: 2810.215576
	Iteration 76Q: 3 clusters Score -313159.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -313159.187500 Penalty: 2810.215576
	Iteration 77F: 3 clusters Score -313159.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (482261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482261 members 
Entering Unmasked Estep 
Score: -30536802.000000 Penalty: 2126.514160
	Iteration 0F: 2 clusters Score -3.05368e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241562 members 
Mstep: Class 2 contains 240699 members 
Entering Unmasked Estep 
Score: -30212104.000000 Penalty: 4253.028320
	Iteration 0F: 3 clusters Score -3.02121e+07 nChanged 236589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250463 members 
Mstep: Class 2 contains 231798 members 
Entering Unmasked Estep 
Score: -30354468.000000 Penalty: 4253.028320
	Iteration 1F: 3 clusters Score -3.035447e+07 nChanged 13281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255048 members 
Mstep: Class 2 contains 227213 members 
Entering Unmasked Estep 
Score: -30357688.000000 Penalty: 4253.028320
	Iteration 2Q: 3 clusters Score -3.035769e+07 nChanged 15531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262147 members 
Mstep: Class 2 contains 220114 members 
Entering Unmasked Estep 
Score: -30362500.000000 Penalty: 4253.028320
	Iteration 3Q: 3 clusters Score -3.03625e+07 nChanged 18494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272967 members 
Mstep: Class 2 contains 209294 members 
Entering Unmasked Estep 
Score: -30370430.000000 Penalty: 4253.028320
	Iteration 4Q: 3 clusters Score -3.037043e+07 nChanged 22160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289055 members 
Mstep: Class 2 contains 193206 members 
Entering Unmasked Estep 
Score: -30381510.000000 Penalty: 4253.028320
	Iteration 5Q: 3 clusters Score -3.038151e+07 nChanged 26701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311634 members 
Mstep: Class 2 contains 170627 members 
Entering Unmasked Estep 
Score: -30398936.000000 Penalty: 4253.028320
	Iteration 6F: 3 clusters Score -3.039894e+07 nChanged 31227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340513 members 
Mstep: Class 2 contains 141748 members 
Entering Unmasked Estep 
Score: -30421674.000000 Penalty: 4253.028320
	Iteration 7F: 3 clusters Score -3.042167e+07 nChanged 34156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373591 members 
Mstep: Class 2 contains 108670 members 
Entering Unmasked Estep 
Score: -30448710.000000 Penalty: 4253.028320
	Iteration 8F: 3 clusters Score -3.044871e+07 nChanged 32875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406126 members 
Mstep: Class 2 contains 76135 members 
Entering Unmasked Estep 
Score: -30475706.000000 Penalty: 4253.028320
	Iteration 9F: 3 clusters Score -3.047571e+07 nChanged 27693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433723 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -30498418.000000 Penalty: 4253.028320
	Iteration 10F: 3 clusters Score -3.049842e+07 nChanged 20227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453930 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -30514622.000000 Penalty: 4253.028320
	Iteration 11Q: 3 clusters Score -3.051462e+07 nChanged 13018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466944 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -30524596.000000 Penalty: 4253.028320
	Iteration 12Q: 3 clusters Score -3.05246e+07 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474341 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -30529780.000000 Penalty: 4253.028320
	Iteration 13Q: 3 clusters Score -3.052978e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478090 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -30532484.000000 Penalty: 4253.028320
	Iteration 14Q: 3 clusters Score -3.053248e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479949 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -30533724.000000 Penalty: 4253.028320
	Iteration 15Q: 3 clusters Score -3.053372e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480846 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -30534288.000000 Penalty: 4253.028320
	Iteration 16Q: 3 clusters Score -3.053429e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481268 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -30534616.000000 Penalty: 4253.028320
	Iteration 17Q: 3 clusters Score -3.053462e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481483 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -30534746.000000 Penalty: 4253.028320
	Iteration 18Q: 3 clusters Score -3.053475e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481593 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -30534850.000000 Penalty: 4253.028320
	Iteration 19Q: 3 clusters Score -3.053485e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481656 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -30534896.000000 Penalty: 4253.028320
	Iteration 20F: 3 clusters Score -3.05349e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481701 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -30534946.000000 Penalty: 4253.028320
	Iteration 21Q: 3 clusters Score -3.053495e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481724 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -30534968.000000 Penalty: 4253.028320
	Iteration 22Q: 3 clusters Score -3.053497e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481751 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -30535004.000000 Penalty: 4253.028320
	Iteration 23Q: 3 clusters Score -3.0535e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481776 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -30535014.000000 Penalty: 4253.028320
	Iteration 24Q: 3 clusters Score -3.053501e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481790 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -30535020.000000 Penalty: 4253.028320
	Iteration 25Q: 3 clusters Score -3.053502e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481801 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -30535054.000000 Penalty: 4253.028320
	Iteration 26Q: 3 clusters Score -3.053505e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481813 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -30535088.000000 Penalty: 4253.028320
	Iteration 27Q: 3 clusters Score -3.053509e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481821 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -30535112.000000 Penalty: 4253.028320
	Iteration 28Q: 3 clusters Score -3.053511e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481820 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -30535126.000000 Penalty: 4253.028320
	Iteration 29Q: 3 clusters Score -3.053513e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481821 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -30535142.000000 Penalty: 4253.028320
	Iteration 30Q: 3 clusters Score -3.053514e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481815 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -30535126.000000 Penalty: 4253.028320
	Iteration 31Q: 3 clusters Score -3.053513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481815 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -30535116.000000 Penalty: 4253.028320
	Iteration 32Q: 3 clusters Score -3.053512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481815 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -30535130.000000 Penalty: 4253.028320
	Iteration 33Q: 3 clusters Score -3.053513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481816 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -30535130.000000 Penalty: 4253.028320
	Iteration 34Q: 3 clusters Score -3.053513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481819 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -30535144.000000 Penalty: 4253.028320
	Iteration 35Q: 3 clusters Score -3.053514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481821 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -30535142.000000 Penalty: 4253.028320
	Iteration 36Q: 3 clusters Score -3.053514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481822 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -30535138.000000 Penalty: 4253.028320
	Iteration 37Q: 3 clusters Score -3.053514e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481822 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -30535138.000000 Penalty: 4253.028320
	Iteration 38F: 3 clusters Score -3.053514e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Entering Unmasked Estep 
Score: -1023686.000000 Penalty: 1568.305176
	Iteration 0F: 2 clusters Score -1023686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1012971.562500 Penalty: 3136.610352
	Iteration 0F: 3 clusters Score -1012972 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1016787.312500 Penalty: 3136.610352
	Iteration 1F: 3 clusters Score -1016787 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1017041.250000 Penalty: 3136.610352
	Iteration 2Q: 3 clusters Score -1017041 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1017269.437500 Penalty: 3136.610352
	Iteration 3Q: 3 clusters Score -1017269 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1017515.437500 Penalty: 3136.610352
	Iteration 4Q: 3 clusters Score -1017515 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1017788.125000 Penalty: 3136.610352
	Iteration 5Q: 3 clusters Score -1017788 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1018178.000000 Penalty: 3136.610352
	Iteration 6Q: 3 clusters Score -1018178 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1018784.750000 Penalty: 3136.610352
	Iteration 7F: 3 clusters Score -1018785 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1019629.187500 Penalty: 3136.610352
	Iteration 8F: 3 clusters Score -1019629 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1020618.562500 Penalty: 3136.610352
	Iteration 9F: 3 clusters Score -1020619 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1021382.375000 Penalty: 3136.610352
	Iteration 10F: 3 clusters Score -1021382 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1021764.187500 Penalty: 3136.610352
	Iteration 11Q: 3 clusters Score -1021764 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1021961.375000 Penalty: 3136.610352
	Iteration 12Q: 3 clusters Score -1021961 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1022064.625000 Penalty: 3136.610352
	Iteration 13Q: 3 clusters Score -1022065 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1022130.000000 Penalty: 3136.610352
	Iteration 14Q: 3 clusters Score -1022130 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1022175.125000 Penalty: 3136.610352
	Iteration 15Q: 3 clusters Score -1022175 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1022211.062500 Penalty: 3136.610352
	Iteration 16Q: 3 clusters Score -1022211 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1022253.750000 Penalty: 3136.610352
	Iteration 17Q: 3 clusters Score -1022254 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1022296.062500 Penalty: 3136.610352
	Iteration 18Q: 3 clusters Score -1022296 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1022328.375000 Penalty: 3136.610352
	Iteration 19Q: 3 clusters Score -1022328 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1022360.750000 Penalty: 3136.610352
	Iteration 20F: 3 clusters Score -1022361 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1022382.312500 Penalty: 3136.610352
	Iteration 21Q: 3 clusters Score -1022382 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1022397.125000 Penalty: 3136.610352
	Iteration 22Q: 3 clusters Score -1022397 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1022415.562500 Penalty: 3136.610352
	Iteration 23Q: 3 clusters Score -1022416 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1022430.812500 Penalty: 3136.610352
	Iteration 24Q: 3 clusters Score -1022431 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1022438.312500 Penalty: 3136.610352
	Iteration 25Q: 3 clusters Score -1022438 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1022447.250000 Penalty: 3136.610352
	Iteration 26Q: 3 clusters Score -1022447 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1022455.500000 Penalty: 3136.610352
	Iteration 27Q: 3 clusters Score -1022456 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1022457.687500 Penalty: 3136.610352
	Iteration 28Q: 3 clusters Score -1022458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1022461.250000 Penalty: 3136.610352
	Iteration 29Q: 3 clusters Score -1022461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1022462.937500 Penalty: 3136.610352
	Iteration 30Q: 3 clusters Score -1022463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1022465.812500 Penalty: 3136.610352
	Iteration 31Q: 3 clusters Score -1022466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1022466.437500 Penalty: 3136.610352
	Iteration 32Q: 3 clusters Score -1022466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1022467.812500 Penalty: 3136.610352
	Iteration 33Q: 3 clusters Score -1022468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1022467.500000 Penalty: 3136.610352
	Iteration 34Q: 3 clusters Score -1022468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1022466.437500 Penalty: 3136.610352
	Iteration 35Q: 3 clusters Score -1022466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1022466.437500 Penalty: 3136.610352
	Iteration 36F: 3 clusters Score -1022466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Entering Unmasked Estep 
Score: -981778.125000 Penalty: 1568.252808
	Iteration 0F: 2 clusters Score -981778.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -971115.937500 Penalty: 3136.505615
	Iteration 0F: 3 clusters Score -971115.9 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -974781.500000 Penalty: 3136.505615
	Iteration 1F: 3 clusters Score -974781.5 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -975096.187500 Penalty: 3136.505615
	Iteration 2F: 3 clusters Score -975096.2 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -975364.500000 Penalty: 3136.505615
	Iteration 3Q: 3 clusters Score -975364.5 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -975603.875000 Penalty: 3136.505615
	Iteration 4Q: 3 clusters Score -975603.9 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -975871.062500 Penalty: 3136.505615
	Iteration 5Q: 3 clusters Score -975871.1 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -976188.062500 Penalty: 3136.505615
	Iteration 6Q: 3 clusters Score -976188.1 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -976596.125000 Penalty: 3136.505615
	Iteration 7Q: 3 clusters Score -976596.1 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -977199.062500 Penalty: 3136.505615
	Iteration 8Q: 3 clusters Score -977199.1 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -977879.375000 Penalty: 3136.505615
	Iteration 9F: 3 clusters Score -977879.4 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -978477.750000 Penalty: 3136.505615
	Iteration 10Q: 3 clusters Score -978477.8 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -978909.250000 Penalty: 3136.505615
	Iteration 11Q: 3 clusters Score -978909.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -979253.625000 Penalty: 3136.505615
	Iteration 12Q: 3 clusters Score -979253.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -979485.375000 Penalty: 3136.505615
	Iteration 13Q: 3 clusters Score -979485.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -979647.062500 Penalty: 3136.505615
	Iteration 14Q: 3 clusters Score -979647.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -979752.812500 Penalty: 3136.505615
	Iteration 15Q: 3 clusters Score -979752.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -979835.312500 Penalty: 3136.505615
	Iteration 16Q: 3 clusters Score -979835.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -979912.812500 Penalty: 3136.505615
	Iteration 17Q: 3 clusters Score -979912.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -979965.312500 Penalty: 3136.505615
	Iteration 18Q: 3 clusters Score -979965.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -980022.875000 Penalty: 3136.505615
	Iteration 19Q: 3 clusters Score -980022.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -980065.000000 Penalty: 3136.505615
	Iteration 20F: 3 clusters Score -980065 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -980109.625000 Penalty: 3136.505615
	Iteration 21Q: 3 clusters Score -980109.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -980142.125000 Penalty: 3136.505615
	Iteration 22Q: 3 clusters Score -980142.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -980185.062500 Penalty: 3136.505615
	Iteration 23Q: 3 clusters Score -980185.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -980227.625000 Penalty: 3136.505615
	Iteration 24Q: 3 clusters Score -980227.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -980269.875000 Penalty: 3136.505615
	Iteration 25Q: 3 clusters Score -980269.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -980300.875000 Penalty: 3136.505615
	Iteration 26Q: 3 clusters Score -980300.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -980330.250000 Penalty: 3136.505615
	Iteration 27Q: 3 clusters Score -980330.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -980353.312500 Penalty: 3136.505615
	Iteration 28Q: 3 clusters Score -980353.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -980376.937500 Penalty: 3136.505615
	Iteration 29Q: 3 clusters Score -980376.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -980403.500000 Penalty: 3136.505615
	Iteration 30Q: 3 clusters Score -980403.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -980423.312500 Penalty: 3136.505615
	Iteration 31Q: 3 clusters Score -980423.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -980437.875000 Penalty: 3136.505615
	Iteration 32Q: 3 clusters Score -980437.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -980443.625000 Penalty: 3136.505615
	Iteration 33Q: 3 clusters Score -980443.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -980455.937500 Penalty: 3136.505615
	Iteration 34Q: 3 clusters Score -980455.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -980464.562500 Penalty: 3136.505615
	Iteration 35Q: 3 clusters Score -980464.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -980472.937500 Penalty: 3136.505615
	Iteration 36Q: 3 clusters Score -980472.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -980479.750000 Penalty: 3136.505615
	Iteration 37Q: 3 clusters Score -980479.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -980491.250000 Penalty: 3136.505615
	Iteration 38Q: 3 clusters Score -980491.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -980501.250000 Penalty: 3136.505615
	Iteration 39Q: 3 clusters Score -980501.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -980506.937500 Penalty: 3136.505615
	Iteration 40F: 3 clusters Score -980506.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -980517.062500 Penalty: 3136.505615
	Iteration 41Q: 3 clusters Score -980517.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -980524.562500 Penalty: 3136.505615
	Iteration 42Q: 3 clusters Score -980524.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -980536.812500 Penalty: 3136.505615
	Iteration 43Q: 3 clusters Score -980536.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -980545.687500 Penalty: 3136.505615
	Iteration 44Q: 3 clusters Score -980545.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -980552.062500 Penalty: 3136.505615
	Iteration 45Q: 3 clusters Score -980552.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -980554.562500 Penalty: 3136.505615
	Iteration 46Q: 3 clusters Score -980554.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -980561.250000 Penalty: 3136.505615
	Iteration 47Q: 3 clusters Score -980561.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -980565.562500 Penalty: 3136.505615
	Iteration 48Q: 3 clusters Score -980565.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -980571.125000 Penalty: 3136.505615
	Iteration 49Q: 3 clusters Score -980571.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -980575.500000 Penalty: 3136.505615
	Iteration 50Q: 3 clusters Score -980575.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -980577.625000 Penalty: 3136.505615
	Iteration 51Q: 3 clusters Score -980577.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -980577.562500 Penalty: 3136.505615
	Iteration 52Q: 3 clusters Score -980577.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -980578.437500 Penalty: 3136.505615
	Iteration 53Q: 3 clusters Score -980578.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -980578.437500 Penalty: 3136.505615
	Iteration 54F: 3 clusters Score -980578.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -79236.468750 Penalty: 1179.949097
	Iteration 0F: 2 clusters Score -79236.47 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 740 members 
Entering Unmasked Estep 
Score: -77503.429688 Penalty: 2359.898193
	Iteration 0F: 3 clusters Score -77503.43 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -77870.656250 Penalty: 2359.898193
	Iteration 1F: 3 clusters Score -77870.66 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -77984.468750 Penalty: 2359.898193
	Iteration 2F: 3 clusters Score -77984.47 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -78071.578125 Penalty: 2359.898193
	Iteration 3F: 3 clusters Score -78071.58 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -78113.609375 Penalty: 2359.898193
	Iteration 4Q: 3 clusters Score -78113.61 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -78152.210938 Penalty: 2359.898193
	Iteration 5Q: 3 clusters Score -78152.21 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -78182.515625 Penalty: 2359.898193
	Iteration 6Q: 3 clusters Score -78182.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -78212.906250 Penalty: 2359.898193
	Iteration 7Q: 3 clusters Score -78212.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -78241.203125 Penalty: 2359.898193
	Iteration 8Q: 3 clusters Score -78241.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -78260.843750 Penalty: 2359.898193
	Iteration 9Q: 3 clusters Score -78260.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -78277.484375 Penalty: 2359.898193
	Iteration 10Q: 3 clusters Score -78277.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -78293.195312 Penalty: 2359.898193
	Iteration 11Q: 3 clusters Score -78293.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -78315.257812 Penalty: 2359.898193
	Iteration 12Q: 3 clusters Score -78315.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -78333.703125 Penalty: 2359.898193
	Iteration 13Q: 3 clusters Score -78333.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -78351.031250 Penalty: 2359.898193
	Iteration 14Q: 3 clusters Score -78351.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -78364.578125 Penalty: 2359.898193
	Iteration 15Q: 3 clusters Score -78364.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -78374.929688 Penalty: 2359.898193
	Iteration 16Q: 3 clusters Score -78374.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -78381.976562 Penalty: 2359.898193
	Iteration 17Q: 3 clusters Score -78381.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -78393.843750 Penalty: 2359.898193
	Iteration 18Q: 3 clusters Score -78393.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -78400.382812 Penalty: 2359.898193
	Iteration 19Q: 3 clusters Score -78400.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -78407.835938 Penalty: 2359.898193
	Iteration 20F: 3 clusters Score -78407.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -78416.562500 Penalty: 2359.898193
	Iteration 21Q: 3 clusters Score -78416.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -78421.132812 Penalty: 2359.898193
	Iteration 22Q: 3 clusters Score -78421.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -78425.171875 Penalty: 2359.898193
	Iteration 23Q: 3 clusters Score -78425.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -78425.171875 Penalty: 2359.898193
	Iteration 24F: 3 clusters Score -78425.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Entering Unmasked Estep 
Score: -460529.968750 Penalty: 1449.606689
	Iteration 0F: 2 clusters Score -460530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -454937.062500 Penalty: 2899.213379
	Iteration 0F: 3 clusters Score -454937.1 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -456692.750000 Penalty: 2899.213379
	Iteration 1F: 3 clusters Score -456692.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -456939.781250 Penalty: 2899.213379
	Iteration 2F: 3 clusters Score -456939.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -457138.375000 Penalty: 2899.213379
	Iteration 3F: 3 clusters Score -457138.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -457331.718750 Penalty: 2899.213379
	Iteration 4Q: 3 clusters Score -457331.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -457528.156250 Penalty: 2899.213379
	Iteration 5Q: 3 clusters Score -457528.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -457728.625000 Penalty: 2899.213379
	Iteration 6Q: 3 clusters Score -457728.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -457958.968750 Penalty: 2899.213379
	Iteration 7Q: 3 clusters Score -457959 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -458225.281250 Penalty: 2899.213379
	Iteration 8Q: 3 clusters Score -458225.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -458450.625000 Penalty: 2899.213379
	Iteration 9Q: 3 clusters Score -458450.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -458635.593750 Penalty: 2899.213379
	Iteration 10Q: 3 clusters Score -458635.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -458770.437500 Penalty: 2899.213379
	Iteration 11Q: 3 clusters Score -458770.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -458871.250000 Penalty: 2899.213379
	Iteration 12Q: 3 clusters Score -458871.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -458941.906250 Penalty: 2899.213379
	Iteration 13Q: 3 clusters Score -458941.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -458996.000000 Penalty: 2899.213379
	Iteration 14Q: 3 clusters Score -458996 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -459037.312500 Penalty: 2899.213379
	Iteration 15Q: 3 clusters Score -459037.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -459066.031250 Penalty: 2899.213379
	Iteration 16Q: 3 clusters Score -459066 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -459101.718750 Penalty: 2899.213379
	Iteration 17Q: 3 clusters Score -459101.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -459121.593750 Penalty: 2899.213379
	Iteration 18Q: 3 clusters Score -459121.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -459136.500000 Penalty: 2899.213379
	Iteration 19Q: 3 clusters Score -459136.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -459156.687500 Penalty: 2899.213379
	Iteration 20F: 3 clusters Score -459156.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -459182.062500 Penalty: 2899.213379
	Iteration 21Q: 3 clusters Score -459182.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -459207.375000 Penalty: 2899.213379
	Iteration 22Q: 3 clusters Score -459207.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -459233.906250 Penalty: 2899.213379
	Iteration 23Q: 3 clusters Score -459233.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -459247.218750 Penalty: 2899.213379
	Iteration 24Q: 3 clusters Score -459247.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -459264.000000 Penalty: 2899.213379
	Iteration 25Q: 3 clusters Score -459264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -459274.625000 Penalty: 2899.213379
	Iteration 26Q: 3 clusters Score -459274.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -459288.281250 Penalty: 2899.213379
	Iteration 27Q: 3 clusters Score -459288.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -459300.437500 Penalty: 2899.213379
	Iteration 28Q: 3 clusters Score -459300.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -459319.937500 Penalty: 2899.213379
	Iteration 29Q: 3 clusters Score -459319.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -459331.437500 Penalty: 2899.213379
	Iteration 30Q: 3 clusters Score -459331.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -459345.031250 Penalty: 2899.213379
	Iteration 31Q: 3 clusters Score -459345 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -459352.125000 Penalty: 2899.213379
	Iteration 32Q: 3 clusters Score -459352.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -459358.187500 Penalty: 2899.213379
	Iteration 33Q: 3 clusters Score -459358.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -459361.531250 Penalty: 2899.213379
	Iteration 34Q: 3 clusters Score -459361.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -459365.343750 Penalty: 2899.213379
	Iteration 35Q: 3 clusters Score -459365.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -459368.968750 Penalty: 2899.213379
	Iteration 36Q: 3 clusters Score -459369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -459372.250000 Penalty: 2899.213379
	Iteration 37Q: 3 clusters Score -459372.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -459377.281250 Penalty: 2899.213379
	Iteration 38Q: 3 clusters Score -459377.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -459380.781250 Penalty: 2899.213379
	Iteration 39Q: 3 clusters Score -459380.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -459385.812500 Penalty: 2899.213379
	Iteration 40F: 3 clusters Score -459385.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -459390.250000 Penalty: 2899.213379
	Iteration 41Q: 3 clusters Score -459390.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -459393.875000 Penalty: 2899.213379
	Iteration 42Q: 3 clusters Score -459393.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -459399.156250 Penalty: 2899.213379
	Iteration 43Q: 3 clusters Score -459399.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -459401.906250 Penalty: 2899.213379
	Iteration 44Q: 3 clusters Score -459401.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -459402.406250 Penalty: 2899.213379
	Iteration 45Q: 3 clusters Score -459402.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -459403.406250 Penalty: 2899.213379
	Iteration 46Q: 3 clusters Score -459403.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -459403.968750 Penalty: 2899.213379
	Iteration 47Q: 3 clusters Score -459404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -459405.343750 Penalty: 2899.213379
	Iteration 48Q: 3 clusters Score -459405.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -459404.625000 Penalty: 2899.213379
	Iteration 49Q: 3 clusters Score -459404.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -459406.718750 Penalty: 2899.213379
	Iteration 50Q: 3 clusters Score -459406.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -459406.562500 Penalty: 2899.213379
	Iteration 51Q: 3 clusters Score -459406.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -459406.562500 Penalty: 2899.213379
	Iteration 52F: 3 clusters Score -459406.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Entering Unmasked Estep 
Score: -348638.062500 Penalty: 1406.472290
	Iteration 0F: 2 clusters Score -348638.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -344154.156250 Penalty: 2812.944580
	Iteration 0F: 3 clusters Score -344154.2 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -345518.562500 Penalty: 2812.944580
	Iteration 1F: 3 clusters Score -345518.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -345867.375000 Penalty: 2812.944580
	Iteration 2F: 3 clusters Score -345867.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -346253.250000 Penalty: 2812.944580
	Iteration 3F: 3 clusters Score -346253.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -346705.531250 Penalty: 2812.944580
	Iteration 4F: 3 clusters Score -346705.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -347241.875000 Penalty: 2812.944580
	Iteration 5F: 3 clusters Score -347241.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -347812.968750 Penalty: 2812.944580
	Iteration 6F: 3 clusters Score -347813 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -348302.812500 Penalty: 2812.944580
	Iteration 7F: 3 clusters Score -348302.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -348630.687500 Penalty: 2812.944580
	Iteration 8F: 3 clusters Score -348630.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -348852.125000 Penalty: 2812.944580
	Iteration 9Q: 3 clusters Score -348852.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -349017.031250 Penalty: 2812.944580
	Iteration 10Q: 3 clusters Score -349017 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -349122.781250 Penalty: 2812.944580
	Iteration 11Q: 3 clusters Score -349122.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -349189.593750 Penalty: 2812.944580
	Iteration 12Q: 3 clusters Score -349189.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -349210.031250 Penalty: 2812.944580
	Iteration 13Q: 3 clusters Score -349210 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -349222.031250 Penalty: 2812.944580
	Iteration 14Q: 3 clusters Score -349222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -349230.375000 Penalty: 2812.944580
	Iteration 15Q: 3 clusters Score -349230.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -349233.031250 Penalty: 2812.944580
	Iteration 16Q: 3 clusters Score -349233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -349237.156250 Penalty: 2812.944580
	Iteration 17Q: 3 clusters Score -349237.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -349238.843750 Penalty: 2812.944580
	Iteration 18Q: 3 clusters Score -349238.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -349241.781250 Penalty: 2812.944580
	Iteration 19Q: 3 clusters Score -349241.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -349244.562500 Penalty: 2812.944580
	Iteration 20F: 3 clusters Score -349244.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -349247.312500 Penalty: 2812.944580
	Iteration 21Q: 3 clusters Score -349247.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -349250.468750 Penalty: 2812.944580
	Iteration 22Q: 3 clusters Score -349250.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -349253.187500 Penalty: 2812.944580
	Iteration 23Q: 3 clusters Score -349253.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -349254.843750 Penalty: 2812.944580
	Iteration 24Q: 3 clusters Score -349254.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -349254.875000 Penalty: 2812.944580
	Iteration 25Q: 3 clusters Score -349254.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -349256.468750 Penalty: 2812.944580
	Iteration 26Q: 3 clusters Score -349256.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -349257.125000 Penalty: 2812.944580
	Iteration 27Q: 3 clusters Score -349257.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -349257.781250 Penalty: 2812.944580
	Iteration 28Q: 3 clusters Score -349257.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -349258.531250 Penalty: 2812.944580
	Iteration 29Q: 3 clusters Score -349258.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -349259.843750 Penalty: 2812.944580
	Iteration 30Q: 3 clusters Score -349259.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -349261.406250 Penalty: 2812.944580
	Iteration 31Q: 3 clusters Score -349261.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -349263.187500 Penalty: 2812.944580
	Iteration 32Q: 3 clusters Score -349263.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -349263.562500 Penalty: 2812.944580
	Iteration 33Q: 3 clusters Score -349263.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -349263.406250 Penalty: 2812.944580
	Iteration 34Q: 3 clusters Score -349263.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -349263.406250 Penalty: 2812.944580
	Iteration 35F: 3 clusters Score -349263.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 482261 members 
Mstep: Class 3 contains 15539 members 
Mstep: Class 4 contains 15534 members 
Mstep: Class 5 contains 1424 members 
Mstep: Class 6 contains 3694 members 
Mstep: Class 7 contains 7485 members 
Mstep: Class 8 contains 2046 members 
Mstep: Class 9 contains 37090 members 
Mstep: Class 10 contains 75971 members 
Mstep: Class 15 contains 7053 members 
Mstep: Class 16 contains 7700 members 
Mstep: Class 17 contains 3000 members 
Mstep: Class 19 contains 7426 members 
Mstep: Class 20 contains 8429 members 
Entering Unmasked Estep 
Score: -42196096.000000 Penalty: 32736.513672
Splitting cluster 8 changes total score from -42196340.000000 to -42196096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (37090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37090 members 
Entering Unmasked Estep 
Score: -2405105.750000 Penalty: 1709.679199
	Iteration 0F: 2 clusters Score -2405106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2380264.750000 Penalty: 3419.358398
	Iteration 0F: 3 clusters Score -2380265 nChanged 17191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -2389965.250000 Penalty: 3419.358398
	Iteration 1F: 3 clusters Score -2389965 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -2390714.250000 Penalty: 3419.358398
	Iteration 2Q: 3 clusters Score -2390714 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -2391721.000000 Penalty: 3419.358398
	Iteration 3F: 3 clusters Score -2391721 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -2393002.750000 Penalty: 3419.358398
	Iteration 4F: 3 clusters Score -2393003 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -2394415.000000 Penalty: 3419.358398
	Iteration 5F: 3 clusters Score -2394415 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -2395856.000000 Penalty: 3419.358398
	Iteration 6F: 3 clusters Score -2395856 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -2397304.250000 Penalty: 3419.358398
	Iteration 7F: 3 clusters Score -2397304 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -2398498.750000 Penalty: 3419.358398
	Iteration 8F: 3 clusters Score -2398499 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -2399369.750000 Penalty: 3419.358398
	Iteration 9Q: 3 clusters Score -2399370 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -2399909.250000 Penalty: 3419.358398
	Iteration 10Q: 3 clusters Score -2399909 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -2400256.250000 Penalty: 3419.358398
	Iteration 11Q: 3 clusters Score -2400256 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -2400438.250000 Penalty: 3419.358398
	Iteration 12Q: 3 clusters Score -2400438 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -2400548.750000 Penalty: 3419.358398
	Iteration 13Q: 3 clusters Score -2400549 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -2400610.500000 Penalty: 3419.358398
	Iteration 14Q: 3 clusters Score -2400610 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -2400652.500000 Penalty: 3419.358398
	Iteration 15Q: 3 clusters Score -2400652 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -2400694.000000 Penalty: 3419.358398
	Iteration 16Q: 3 clusters Score -2400694 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -2400733.250000 Penalty: 3419.358398
	Iteration 17Q: 3 clusters Score -2400733 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -2400765.500000 Penalty: 3419.358398
	Iteration 18Q: 3 clusters Score -2400766 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -2400805.000000 Penalty: 3419.358398
	Iteration 19Q: 3 clusters Score -2400805 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -2400832.250000 Penalty: 3419.358398
	Iteration 20F: 3 clusters Score -2400832 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -2400861.750000 Penalty: 3419.358398
	Iteration 21Q: 3 clusters Score -2400862 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -2400897.000000 Penalty: 3419.358398
	Iteration 22Q: 3 clusters Score -2400897 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -2400933.500000 Penalty: 3419.358398
	Iteration 23Q: 3 clusters Score -2400934 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -2400976.250000 Penalty: 3419.358398
	Iteration 24Q: 3 clusters Score -2400976 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -2401002.000000 Penalty: 3419.358398
	Iteration 25Q: 3 clusters Score -2401002 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -2401048.000000 Penalty: 3419.358398
	Iteration 26Q: 3 clusters Score -2401048 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -2401085.000000 Penalty: 3419.358398
	Iteration 27Q: 3 clusters Score -2401085 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -2401141.750000 Penalty: 3419.358398
	Iteration 28Q: 3 clusters Score -2401142 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -2401214.250000 Penalty: 3419.358398
	Iteration 29Q: 3 clusters Score -2401214 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -2401277.750000 Penalty: 3419.358398
	Iteration 30Q: 3 clusters Score -2401278 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -2401337.500000 Penalty: 3419.358398
	Iteration 31Q: 3 clusters Score -2401338 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -2401423.500000 Penalty: 3419.358398
	Iteration 32Q: 3 clusters Score -2401424 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -2401506.250000 Penalty: 3419.358398
	Iteration 33Q: 3 clusters Score -2401506 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -2401636.250000 Penalty: 3419.358398
	Iteration 34Q: 3 clusters Score -2401636 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -2401777.750000 Penalty: 3419.358398
	Iteration 35Q: 3 clusters Score -2401778 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -2401946.750000 Penalty: 3419.358398
	Iteration 36Q: 3 clusters Score -2401947 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -2402123.250000 Penalty: 3419.358398
	Iteration 37Q: 3 clusters Score -2402123 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -2402312.250000 Penalty: 3419.358398
	Iteration 38Q: 3 clusters Score -2402312 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -2402483.250000 Penalty: 3419.358398
	Iteration 39Q: 3 clusters Score -2402483 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -2402641.500000 Penalty: 3419.358398
	Iteration 40F: 3 clusters Score -2402642 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -2402793.250000 Penalty: 3419.358398
	Iteration 41Q: 3 clusters Score -2402793 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -2402971.000000 Penalty: 3419.358398
	Iteration 42Q: 3 clusters Score -2402971 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -2403099.500000 Penalty: 3419.358398
	Iteration 43Q: 3 clusters Score -2403100 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -2403212.500000 Penalty: 3419.358398
	Iteration 44Q: 3 clusters Score -2403212 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -2403311.500000 Penalty: 3419.358398
	Iteration 45Q: 3 clusters Score -2403312 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -2403407.000000 Penalty: 3419.358398
	Iteration 46Q: 3 clusters Score -2403407 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -2403446.750000 Penalty: 3419.358398
	Iteration 47Q: 3 clusters Score -2403447 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -2403508.000000 Penalty: 3419.358398
	Iteration 48Q: 3 clusters Score -2403508 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -2403557.250000 Penalty: 3419.358398
	Iteration 49Q: 3 clusters Score -2403557 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -2403581.750000 Penalty: 3419.358398
	Iteration 50Q: 3 clusters Score -2403582 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -2403607.250000 Penalty: 3419.358398
	Iteration 51Q: 3 clusters Score -2403607 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -2403631.250000 Penalty: 3419.358398
	Iteration 52Q: 3 clusters Score -2403631 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -2403639.250000 Penalty: 3419.358398
	Iteration 53Q: 3 clusters Score -2403639 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -2403651.250000 Penalty: 3419.358398
	Iteration 54Q: 3 clusters Score -2403651 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -2403663.500000 Penalty: 3419.358398
	Iteration 55Q: 3 clusters Score -2403664 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -2403673.500000 Penalty: 3419.358398
	Iteration 56Q: 3 clusters Score -2403674 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -2403678.500000 Penalty: 3419.358398
	Iteration 57Q: 3 clusters Score -2403678 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -2403704.000000 Penalty: 3419.358398
	Iteration 58Q: 3 clusters Score -2403704 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -2403724.500000 Penalty: 3419.358398
	Iteration 59Q: 3 clusters Score -2403724 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -2403737.500000 Penalty: 3419.358398
	Iteration 60F: 3 clusters Score -2403738 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -2403755.000000 Penalty: 3419.358398
	Iteration 61Q: 3 clusters Score -2403755 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -2403764.000000 Penalty: 3419.358398
	Iteration 62Q: 3 clusters Score -2403764 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -2403772.000000 Penalty: 3419.358398
	Iteration 63Q: 3 clusters Score -2403772 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
Score: -2403791.750000 Penalty: 3419.358398
	Iteration 64Q: 3 clusters Score -2403792 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -2403800.250000 Penalty: 3419.358398
	Iteration 65Q: 3 clusters Score -2403800 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -2403806.250000 Penalty: 3419.358398
	Iteration 66Q: 3 clusters Score -2403806 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -2403812.500000 Penalty: 3419.358398
	Iteration 67Q: 3 clusters Score -2403812 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -2403818.000000 Penalty: 3419.358398
	Iteration 68Q: 3 clusters Score -2403818 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -2403825.750000 Penalty: 3419.358398
	Iteration 69Q: 3 clusters Score -2403826 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -2403831.000000 Penalty: 3419.358398
	Iteration 70Q: 3 clusters Score -2403831 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -2403834.250000 Penalty: 3419.358398
	Iteration 71Q: 3 clusters Score -2403834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -2403839.000000 Penalty: 3419.358398
	Iteration 72Q: 3 clusters Score -2403839 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -2403839.000000 Penalty: 3419.358398
	Iteration 73Q: 3 clusters Score -2403839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -2403840.000000 Penalty: 3419.358398
	Iteration 74Q: 3 clusters Score -2403840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -2403843.750000 Penalty: 3419.358398
	Iteration 75Q: 3 clusters Score -2403844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -2403848.250000 Penalty: 3419.358398
	Iteration 76Q: 3 clusters Score -2403848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -2403843.000000 Penalty: 3419.358398
	Iteration 77Q: 3 clusters Score -2403843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 34705 members 
Entering Unmasked Estep 
Score: -2403847.000000 Penalty: 3419.358398
	Iteration 78Q: 3 clusters Score -2403847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -2403846.000000 Penalty: 3419.358398
	Iteration 79Q: 3 clusters Score -2403846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -2403850.750000 Penalty: 3419.358398
	Iteration 80F: 3 clusters Score -2403851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -2403851.750000 Penalty: 3419.358398
	Iteration 81Q: 3 clusters Score -2403852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -2403850.750000 Penalty: 3419.358398
	Iteration 82Q: 3 clusters Score -2403851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -2403851.250000 Penalty: 3419.358398
	Iteration 83Q: 3 clusters Score -2403851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -2403851.000000 Penalty: 3419.358398
	Iteration 84Q: 3 clusters Score -2403851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -2403850.250000 Penalty: 3419.358398
	Iteration 85Q: 3 clusters Score -2403850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -2403852.500000 Penalty: 3419.358398
	Iteration 86Q: 3 clusters Score -2403852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -2403857.500000 Penalty: 3419.358398
	Iteration 87Q: 3 clusters Score -2403858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -2403857.500000 Penalty: 3419.358398
	Iteration 88Q: 3 clusters Score -2403858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -2403857.250000 Penalty: 3419.358398
	Iteration 89Q: 3 clusters Score -2403857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -2403857.250000 Penalty: 3419.358398
	Iteration 90F: 3 clusters Score -2403857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (75971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75971 members 
Entering Unmasked Estep 
Score: -4776075.500000 Penalty: 1826.192383
	Iteration 0F: 2 clusters Score -4776076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -4725316.500000 Penalty: 3652.384766
	Iteration 0F: 3 clusters Score -4725316 nChanged 36018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -4746200.000000 Penalty: 3652.384766
	Iteration 1F: 3 clusters Score -4746200 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 38263 members 
Entering Unmasked Estep 
Score: -4747085.000000 Penalty: 3652.384766
	Iteration 2Q: 3 clusters Score -4747085 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -4748151.000000 Penalty: 3652.384766
	Iteration 3Q: 3 clusters Score -4748151 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -4749706.000000 Penalty: 3652.384766
	Iteration 4Q: 3 clusters Score -4749706 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -4751717.500000 Penalty: 3652.384766
	Iteration 5F: 3 clusters Score -4751718 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -4754402.000000 Penalty: 3652.384766
	Iteration 6F: 3 clusters Score -4754402 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -4757590.500000 Penalty: 3652.384766
	Iteration 7F: 3 clusters Score -4757590 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -4760259.000000 Penalty: 3652.384766
	Iteration 8F: 3 clusters Score -4760259 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -4761704.500000 Penalty: 3652.384766
	Iteration 9Q: 3 clusters Score -4761704 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -4762280.000000 Penalty: 3652.384766
	Iteration 10Q: 3 clusters Score -4762280 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38289 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -4762553.500000 Penalty: 3652.384766
	Iteration 11Q: 3 clusters Score -4762554 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -4762747.000000 Penalty: 3652.384766
	Iteration 12Q: 3 clusters Score -4762747 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38751 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -4762984.000000 Penalty: 3652.384766
	Iteration 13Q: 3 clusters Score -4762984 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -4763156.000000 Penalty: 3652.384766
	Iteration 14Q: 3 clusters Score -4763156 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -4763385.500000 Penalty: 3652.384766
	Iteration 15Q: 3 clusters Score -4763386 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -4763610.500000 Penalty: 3652.384766
	Iteration 16Q: 3 clusters Score -4763610 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -4763764.000000 Penalty: 3652.384766
	Iteration 17Q: 3 clusters Score -4763764 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -4763948.000000 Penalty: 3652.384766
	Iteration 18Q: 3 clusters Score -4763948 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -4764107.500000 Penalty: 3652.384766
	Iteration 19Q: 3 clusters Score -4764108 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -4764277.000000 Penalty: 3652.384766
	Iteration 20F: 3 clusters Score -4764277 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41182 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -4764439.000000 Penalty: 3652.384766
	Iteration 21Q: 3 clusters Score -4764439 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -4764540.000000 Penalty: 3652.384766
	Iteration 22Q: 3 clusters Score -4764540 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -4764669.000000 Penalty: 3652.384766
	Iteration 23Q: 3 clusters Score -4764669 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -4764760.000000 Penalty: 3652.384766
	Iteration 24Q: 3 clusters Score -4764760 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -4764851.500000 Penalty: 3652.384766
	Iteration 25Q: 3 clusters Score -4764852 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -4764922.000000 Penalty: 3652.384766
	Iteration 26Q: 3 clusters Score -4764922 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -4764986.000000 Penalty: 3652.384766
	Iteration 27Q: 3 clusters Score -4764986 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42967 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -4765044.500000 Penalty: 3652.384766
	Iteration 28Q: 3 clusters Score -4765044 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -4765075.500000 Penalty: 3652.384766
	Iteration 29Q: 3 clusters Score -4765076 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43367 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -4765108.500000 Penalty: 3652.384766
	Iteration 30Q: 3 clusters Score -4765108 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -4765158.000000 Penalty: 3652.384766
	Iteration 31Q: 3 clusters Score -4765158 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -4765206.000000 Penalty: 3652.384766
	Iteration 32Q: 3 clusters Score -4765206 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -4765211.500000 Penalty: 3652.384766
	Iteration 33Q: 3 clusters Score -4765212 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -4765235.500000 Penalty: 3652.384766
	Iteration 34Q: 3 clusters Score -4765236 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -4765270.500000 Penalty: 3652.384766
	Iteration 35Q: 3 clusters Score -4765270 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -4765289.500000 Penalty: 3652.384766
	Iteration 36Q: 3 clusters Score -4765290 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -4765290.500000 Penalty: 3652.384766
	Iteration 37Q: 3 clusters Score -4765290 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -4765309.500000 Penalty: 3652.384766
	Iteration 38Q: 3 clusters Score -4765310 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -4765318.000000 Penalty: 3652.384766
	Iteration 39Q: 3 clusters Score -4765318 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -4765340.000000 Penalty: 3652.384766
	Iteration 40F: 3 clusters Score -4765340 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -4765334.000000 Penalty: 3652.384766
	Iteration 41Q: 3 clusters Score -4765334 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45579 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -4765359.500000 Penalty: 3652.384766
	Iteration 42Q: 3 clusters Score -4765360 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -4765359.500000 Penalty: 3652.384766
	Iteration 43Q: 3 clusters Score -4765360 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -4765363.000000 Penalty: 3652.384766
	Iteration 44Q: 3 clusters Score -4765363 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45944 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -4765380.000000 Penalty: 3652.384766
	Iteration 45Q: 3 clusters Score -4765380 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46090 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -4765380.500000 Penalty: 3652.384766
	Iteration 46Q: 3 clusters Score -4765380 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -4765385.000000 Penalty: 3652.384766
	Iteration 47Q: 3 clusters Score -4765385 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46325 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -4765401.500000 Penalty: 3652.384766
	Iteration 48Q: 3 clusters Score -4765402 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -4765401.500000 Penalty: 3652.384766
	Iteration 49Q: 3 clusters Score -4765402 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46526 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -4765411.500000 Penalty: 3652.384766
	Iteration 50Q: 3 clusters Score -4765412 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46645 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -4765427.500000 Penalty: 3652.384766
	Iteration 51Q: 3 clusters Score -4765428 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46772 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -4765425.500000 Penalty: 3652.384766
	Iteration 52Q: 3 clusters Score -4765426 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -4765418.000000 Penalty: 3652.384766
	Iteration 53Q: 3 clusters Score -4765418 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47093 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -4765434.000000 Penalty: 3652.384766
	Iteration 54Q: 3 clusters Score -4765434 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -4765445.500000 Penalty: 3652.384766
	Iteration 55Q: 3 clusters Score -4765446 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47402 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -4765449.000000 Penalty: 3652.384766
	Iteration 56Q: 3 clusters Score -4765449 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47565 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -4765448.000000 Penalty: 3652.384766
	Iteration 57Q: 3 clusters Score -4765448 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -4765455.000000 Penalty: 3652.384766
	Iteration 58Q: 3 clusters Score -4765455 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47875 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -4765475.500000 Penalty: 3652.384766
	Iteration 59Q: 3 clusters Score -4765476 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48041 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -4765462.500000 Penalty: 3652.384766
	Iteration 60F: 3 clusters Score -4765462 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48194 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -4765460.000000 Penalty: 3652.384766
	Iteration 61Q: 3 clusters Score -4765460 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48368 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -4765463.000000 Penalty: 3652.384766
	Iteration 62Q: 3 clusters Score -4765463 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48561 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -4765476.000000 Penalty: 3652.384766
	Iteration 63Q: 3 clusters Score -4765476 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48789 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -4765513.500000 Penalty: 3652.384766
	Iteration 64Q: 3 clusters Score -4765514 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49052 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -4765543.500000 Penalty: 3652.384766
	Iteration 65Q: 3 clusters Score -4765544 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49326 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -4765556.500000 Penalty: 3652.384766
	Iteration 66Q: 3 clusters Score -4765556 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49604 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -4765593.500000 Penalty: 3652.384766
	Iteration 67Q: 3 clusters Score -4765594 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49907 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -4765624.000000 Penalty: 3652.384766
	Iteration 68Q: 3 clusters Score -4765624 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50237 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -4765637.500000 Penalty: 3652.384766
	Iteration 69Q: 3 clusters Score -4765638 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50576 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -4765687.500000 Penalty: 3652.384766
	Iteration 70Q: 3 clusters Score -4765688 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50967 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -4765745.500000 Penalty: 3652.384766
	Iteration 71Q: 3 clusters Score -4765746 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51398 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -4765811.500000 Penalty: 3652.384766
	Iteration 72Q: 3 clusters Score -4765812 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51833 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -4765853.000000 Penalty: 3652.384766
	Iteration 73Q: 3 clusters Score -4765853 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52280 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -4765903.500000 Penalty: 3652.384766
	Iteration 74Q: 3 clusters Score -4765904 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52757 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -4765961.500000 Penalty: 3652.384766
	Iteration 75Q: 3 clusters Score -4765962 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53248 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -4766018.000000 Penalty: 3652.384766
	Iteration 76Q: 3 clusters Score -4766018 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53807 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -4766127.500000 Penalty: 3652.384766
	Iteration 77Q: 3 clusters Score -4766128 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54397 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -4766226.000000 Penalty: 3652.384766
	Iteration 78Q: 3 clusters Score -4766226 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55017 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -4766329.500000 Penalty: 3652.384766
	Iteration 79Q: 3 clusters Score -4766330 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55628 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -4766476.500000 Penalty: 3652.384766
	Iteration 80F: 3 clusters Score -4766476 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56290 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -4766623.500000 Penalty: 3652.384766
	Iteration 81Q: 3 clusters Score -4766624 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57007 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -4766783.000000 Penalty: 3652.384766
	Iteration 82Q: 3 clusters Score -4766783 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57770 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -4766942.500000 Penalty: 3652.384766
	Iteration 83Q: 3 clusters Score -4766942 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58591 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -4767149.000000 Penalty: 3652.384766
	Iteration 84Q: 3 clusters Score -4767149 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59432 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -4767399.000000 Penalty: 3652.384766
	Iteration 85Q: 3 clusters Score -4767399 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60276 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -4767679.500000 Penalty: 3652.384766
	Iteration 86Q: 3 clusters Score -4767680 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61224 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -4768006.500000 Penalty: 3652.384766
	Iteration 87Q: 3 clusters Score -4768006 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62230 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -4768406.500000 Penalty: 3652.384766
	Iteration 88Q: 3 clusters Score -4768406 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63269 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -4768820.500000 Penalty: 3652.384766
	Iteration 89Q: 3 clusters Score -4768820 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64316 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -4769300.000000 Penalty: 3652.384766
	Iteration 90Q: 3 clusters Score -4769300 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65355 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -4769797.500000 Penalty: 3652.384766
	Iteration 91Q: 3 clusters Score -4769798 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66371 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -4770269.000000 Penalty: 3652.384766
	Iteration 92Q: 3 clusters Score -4770269 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67405 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -4770837.500000 Penalty: 3652.384766
	Iteration 93Q: 3 clusters Score -4770838 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68358 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -4771362.000000 Penalty: 3652.384766
	Iteration 94Q: 3 clusters Score -4771362 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69244 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -4771846.000000 Penalty: 3652.384766
	Iteration 95Q: 3 clusters Score -4771846 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70037 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -4772260.000000 Penalty: 3652.384766
	Iteration 96Q: 3 clusters Score -4772260 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70787 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -4772683.500000 Penalty: 3652.384766
	Iteration 97Q: 3 clusters Score -4772684 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71431 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -4773034.000000 Penalty: 3652.384766
	Iteration 98Q: 3 clusters Score -4773034 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71985 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -4773376.500000 Penalty: 3652.384766
	Iteration 99Q: 3 clusters Score -4773376 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72456 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -4773651.000000 Penalty: 3652.384766
	Iteration 100F: 3 clusters Score -4773651 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72840 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -4773854.500000 Penalty: 3652.384766
	Iteration 101Q: 3 clusters Score -4773854 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73175 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -4774034.500000 Penalty: 3652.384766
	Iteration 102Q: 3 clusters Score -4774034 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73443 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -4774175.000000 Penalty: 3652.384766
	Iteration 103Q: 3 clusters Score -4774175 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73670 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -4774287.000000 Penalty: 3652.384766
	Iteration 104Q: 3 clusters Score -4774287 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73833 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -4774363.000000 Penalty: 3652.384766
	Iteration 105Q: 3 clusters Score -4774363 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73986 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4774419.000000 Penalty: 3652.384766
	Iteration 106Q: 3 clusters Score -4774419 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74116 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4774487.000000 Penalty: 3652.384766
	Iteration 107Q: 3 clusters Score -4774487 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74228 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4774527.000000 Penalty: 3652.384766
	Iteration 108Q: 3 clusters Score -4774527 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74303 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4774560.000000 Penalty: 3652.384766
	Iteration 109Q: 3 clusters Score -4774560 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74370 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4774581.000000 Penalty: 3652.384766
	Iteration 110Q: 3 clusters Score -4774581 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74426 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4774595.500000 Penalty: 3652.384766
	Iteration 111Q: 3 clusters Score -4774596 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74476 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4774614.500000 Penalty: 3652.384766
	Iteration 112Q: 3 clusters Score -4774614 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74512 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4774632.500000 Penalty: 3652.384766
	Iteration 113Q: 3 clusters Score -4774632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74537 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4774641.000000 Penalty: 3652.384766
	Iteration 114Q: 3 clusters Score -4774641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74551 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4774636.500000 Penalty: 3652.384766
	Iteration 115Q: 3 clusters Score -4774636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74563 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4774649.000000 Penalty: 3652.384766
	Iteration 116Q: 3 clusters Score -4774649 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74577 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4774664.000000 Penalty: 3652.384766
	Iteration 117Q: 3 clusters Score -4774664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74597 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4774665.500000 Penalty: 3652.384766
	Iteration 118Q: 3 clusters Score -4774666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74607 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4774673.000000 Penalty: 3652.384766
	Iteration 119Q: 3 clusters Score -4774673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74617 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4774674.000000 Penalty: 3652.384766
	Iteration 120F: 3 clusters Score -4774674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74634 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4774675.500000 Penalty: 3652.384766
	Iteration 121Q: 3 clusters Score -4774676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74651 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4774687.000000 Penalty: 3652.384766
	Iteration 122Q: 3 clusters Score -4774687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74667 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4774679.000000 Penalty: 3652.384766
	Iteration 123Q: 3 clusters Score -4774679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74684 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4774685.000000 Penalty: 3652.384766
	Iteration 124Q: 3 clusters Score -4774685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74697 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4774691.500000 Penalty: 3652.384766
	Iteration 125Q: 3 clusters Score -4774692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74710 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4774702.000000 Penalty: 3652.384766
	Iteration 126Q: 3 clusters Score -4774702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74722 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -4774706.000000 Penalty: 3652.384766
	Iteration 127Q: 3 clusters Score -4774706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74728 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4774715.500000 Penalty: 3652.384766
	Iteration 128Q: 3 clusters Score -4774716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74734 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4774714.000000 Penalty: 3652.384766
	Iteration 129Q: 3 clusters Score -4774714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74739 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4774720.000000 Penalty: 3652.384766
	Iteration 130Q: 3 clusters Score -4774720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74748 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4774715.500000 Penalty: 3652.384766
	Iteration 131Q: 3 clusters Score -4774716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74753 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4774716.500000 Penalty: 3652.384766
	Iteration 132Q: 3 clusters Score -4774716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74756 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4774717.000000 Penalty: 3652.384766
	Iteration 133Q: 3 clusters Score -4774717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74762 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4774724.000000 Penalty: 3652.384766
	Iteration 134Q: 3 clusters Score -4774724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74767 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4774721.500000 Penalty: 3652.384766
	Iteration 135Q: 3 clusters Score -4774722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74773 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4774717.000000 Penalty: 3652.384766
	Iteration 136Q: 3 clusters Score -4774717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74774 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4774721.500000 Penalty: 3652.384766
	Iteration 137Q: 3 clusters Score -4774722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74778 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -4774722.000000 Penalty: 3652.384766
	Iteration 138Q: 3 clusters Score -4774722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74782 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4774722.500000 Penalty: 3652.384766
	Iteration 139Q: 3 clusters Score -4774722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74785 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4774725.000000 Penalty: 3652.384766
	Iteration 140F: 3 clusters Score -4774725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74786 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -4774727.000000 Penalty: 3652.384766
	Iteration 141Q: 3 clusters Score -4774727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74787 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4774725.000000 Penalty: 3652.384766
	Iteration 142Q: 3 clusters Score -4774725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74789 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4774725.500000 Penalty: 3652.384766
	Iteration 143Q: 3 clusters Score -4774726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74791 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4774730.000000 Penalty: 3652.384766
	Iteration 144Q: 3 clusters Score -4774730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74793 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4774733.000000 Penalty: 3652.384766
	Iteration 145Q: 3 clusters Score -4774733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74795 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4774731.500000 Penalty: 3652.384766
	Iteration 146Q: 3 clusters Score -4774732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74795 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4774731.500000 Penalty: 3652.384766
	Iteration 147F: 3 clusters Score -4774732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Entering Unmasked Estep 
Score: -433629.500000 Penalty: 1439.946289
	Iteration 0F: 2 clusters Score -433629.5 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 3533 members 
Entering Unmasked Estep 
Score: -428421.500000 Penalty: 2879.892578
	Iteration 0F: 3 clusters Score -428421.5 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -430169.843750 Penalty: 2879.892578
	Iteration 1F: 3 clusters Score -430169.8 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -430728.562500 Penalty: 2879.892578
	Iteration 2F: 3 clusters Score -430728.6 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -431221.093750 Penalty: 2879.892578
	Iteration 3F: 3 clusters Score -431221.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -431632.812500 Penalty: 2879.892578
	Iteration 4F: 3 clusters Score -431632.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -431967.906250 Penalty: 2879.892578
	Iteration 5F: 3 clusters Score -431967.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -432198.843750 Penalty: 2879.892578
	Iteration 6Q: 3 clusters Score -432198.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -432358.593750 Penalty: 2879.892578
	Iteration 7Q: 3 clusters Score -432358.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -432480.187500 Penalty: 2879.892578
	Iteration 8Q: 3 clusters Score -432480.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -432576.343750 Penalty: 2879.892578
	Iteration 9Q: 3 clusters Score -432576.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -432650.656250 Penalty: 2879.892578
	Iteration 10Q: 3 clusters Score -432650.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -432702.250000 Penalty: 2879.892578
	Iteration 11Q: 3 clusters Score -432702.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -432747.031250 Penalty: 2879.892578
	Iteration 12Q: 3 clusters Score -432747 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -432788.718750 Penalty: 2879.892578
	Iteration 13Q: 3 clusters Score -432788.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -432825.968750 Penalty: 2879.892578
	Iteration 14Q: 3 clusters Score -432826 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -432863.031250 Penalty: 2879.892578
	Iteration 15Q: 3 clusters Score -432863 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -432902.343750 Penalty: 2879.892578
	Iteration 16Q: 3 clusters Score -432902.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -432935.250000 Penalty: 2879.892578
	Iteration 17Q: 3 clusters Score -432935.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -432967.000000 Penalty: 2879.892578
	Iteration 18Q: 3 clusters Score -432967 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -432993.500000 Penalty: 2879.892578
	Iteration 19Q: 3 clusters Score -432993.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -433010.562500 Penalty: 2879.892578
	Iteration 20F: 3 clusters Score -433010.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -433027.750000 Penalty: 2879.892578
	Iteration 21Q: 3 clusters Score -433027.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -433038.687500 Penalty: 2879.892578
	Iteration 22Q: 3 clusters Score -433038.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -433046.250000 Penalty: 2879.892578
	Iteration 23Q: 3 clusters Score -433046.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -433051.343750 Penalty: 2879.892578
	Iteration 24Q: 3 clusters Score -433051.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -433053.343750 Penalty: 2879.892578
	Iteration 25Q: 3 clusters Score -433053.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -433053.812500 Penalty: 2879.892578
	Iteration 26Q: 3 clusters Score -433053.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -433054.718750 Penalty: 2879.892578
	Iteration 27Q: 3 clusters Score -433054.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -433054.718750 Penalty: 2879.892578
	Iteration 28F: 3 clusters Score -433054.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Entering Unmasked Estep 
Score: -500336.156250 Penalty: 1454.208496
	Iteration 0F: 2 clusters Score -500336.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -494692.843750 Penalty: 2908.416992
	Iteration 0F: 3 clusters Score -494692.8 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -496310.875000 Penalty: 2908.416992
	Iteration 1F: 3 clusters Score -496310.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -496496.750000 Penalty: 2908.416992
	Iteration 2F: 3 clusters Score -496496.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -496639.125000 Penalty: 2908.416992
	Iteration 3Q: 3 clusters Score -496639.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -496763.437500 Penalty: 2908.416992
	Iteration 4Q: 3 clusters Score -496763.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -496893.937500 Penalty: 2908.416992
	Iteration 5Q: 3 clusters Score -496893.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -497033.937500 Penalty: 2908.416992
	Iteration 6Q: 3 clusters Score -497033.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -497215.750000 Penalty: 2908.416992
	Iteration 7Q: 3 clusters Score -497215.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -497442.000000 Penalty: 2908.416992
	Iteration 8Q: 3 clusters Score -497442 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -497707.281250 Penalty: 2908.416992
	Iteration 9F: 3 clusters Score -497707.3 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -498008.156250 Penalty: 2908.416992
	Iteration 10F: 3 clusters Score -498008.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -498324.906250 Penalty: 2908.416992
	Iteration 11Q: 3 clusters Score -498324.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -498577.406250 Penalty: 2908.416992
	Iteration 12Q: 3 clusters Score -498577.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -498739.562500 Penalty: 2908.416992
	Iteration 13Q: 3 clusters Score -498739.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -498868.468750 Penalty: 2908.416992
	Iteration 14Q: 3 clusters Score -498868.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -498941.250000 Penalty: 2908.416992
	Iteration 15Q: 3 clusters Score -498941.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -498990.250000 Penalty: 2908.416992
	Iteration 16Q: 3 clusters Score -498990.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -499029.687500 Penalty: 2908.416992
	Iteration 17Q: 3 clusters Score -499029.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -499060.000000 Penalty: 2908.416992
	Iteration 18Q: 3 clusters Score -499060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -499069.156250 Penalty: 2908.416992
	Iteration 19Q: 3 clusters Score -499069.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -499075.218750 Penalty: 2908.416992
	Iteration 20F: 3 clusters Score -499075.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -499081.000000 Penalty: 2908.416992
	Iteration 21Q: 3 clusters Score -499081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -499090.156250 Penalty: 2908.416992
	Iteration 22Q: 3 clusters Score -499090.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -499099.906250 Penalty: 2908.416992
	Iteration 23Q: 3 clusters Score -499099.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -499106.656250 Penalty: 2908.416992
	Iteration 24Q: 3 clusters Score -499106.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -499110.500000 Penalty: 2908.416992
	Iteration 25Q: 3 clusters Score -499110.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -499112.125000 Penalty: 2908.416992
	Iteration 26Q: 3 clusters Score -499112.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -499117.531250 Penalty: 2908.416992
	Iteration 27Q: 3 clusters Score -499117.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -499120.250000 Penalty: 2908.416992
	Iteration 28Q: 3 clusters Score -499120.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -499121.031250 Penalty: 2908.416992
	Iteration 29Q: 3 clusters Score -499121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -499121.031250 Penalty: 2908.416992
	Iteration 30F: 3 clusters Score -499121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Entering Unmasked Estep 
Score: -172526.859375 Penalty: 1301.034790
	Iteration 0F: 2 clusters Score -172526.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -169837.843750 Penalty: 2602.069580
	Iteration 0F: 3 clusters Score -169837.8 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -170502.765625 Penalty: 2602.069580
	Iteration 1F: 3 clusters Score -170502.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -170617.640625 Penalty: 2602.069580
	Iteration 2F: 3 clusters Score -170617.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -170698.500000 Penalty: 2602.069580
	Iteration 3Q: 3 clusters Score -170698.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -170766.750000 Penalty: 2602.069580
	Iteration 4Q: 3 clusters Score -170766.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -170811.046875 Penalty: 2602.069580
	Iteration 5Q: 3 clusters Score -170811 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -170847.078125 Penalty: 2602.069580
	Iteration 6Q: 3 clusters Score -170847.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -170882.406250 Penalty: 2602.069580
	Iteration 7Q: 3 clusters Score -170882.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -170920.562500 Penalty: 2602.069580
	Iteration 8Q: 3 clusters Score -170920.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -170954.296875 Penalty: 2602.069580
	Iteration 9Q: 3 clusters Score -170954.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -170981.296875 Penalty: 2602.069580
	Iteration 10Q: 3 clusters Score -170981.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -171012.515625 Penalty: 2602.069580
	Iteration 11Q: 3 clusters Score -171012.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -171049.781250 Penalty: 2602.069580
	Iteration 12Q: 3 clusters Score -171049.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -171074.796875 Penalty: 2602.069580
	Iteration 13Q: 3 clusters Score -171074.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -171095.765625 Penalty: 2602.069580
	Iteration 14Q: 3 clusters Score -171095.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -171112.625000 Penalty: 2602.069580
	Iteration 15Q: 3 clusters Score -171112.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -171126.421875 Penalty: 2602.069580
	Iteration 16Q: 3 clusters Score -171126.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -171133.171875 Penalty: 2602.069580
	Iteration 17Q: 3 clusters Score -171133.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -171138.421875 Penalty: 2602.069580
	Iteration 18Q: 3 clusters Score -171138.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -171143.343750 Penalty: 2602.069580
	Iteration 19Q: 3 clusters Score -171143.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -171147.593750 Penalty: 2602.069580
	Iteration 20F: 3 clusters Score -171147.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -171157.984375 Penalty: 2602.069580
	Iteration 21Q: 3 clusters Score -171158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -171169.093750 Penalty: 2602.069580
	Iteration 22Q: 3 clusters Score -171169.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -171178.718750 Penalty: 2602.069580
	Iteration 23Q: 3 clusters Score -171178.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -171186.328125 Penalty: 2602.069580
	Iteration 24Q: 3 clusters Score -171186.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -171195.687500 Penalty: 2602.069580
	Iteration 25Q: 3 clusters Score -171195.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -171208.343750 Penalty: 2602.069580
	Iteration 26Q: 3 clusters Score -171208.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -171222.109375 Penalty: 2602.069580
	Iteration 27Q: 3 clusters Score -171222.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -171237.843750 Penalty: 2602.069580
	Iteration 28Q: 3 clusters Score -171237.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -171252.718750 Penalty: 2602.069580
	Iteration 29Q: 3 clusters Score -171252.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -171261.359375 Penalty: 2602.069580
	Iteration 30Q: 3 clusters Score -171261.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -171269.500000 Penalty: 2602.069580
	Iteration 31Q: 3 clusters Score -171269.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -171278.156250 Penalty: 2602.069580
	Iteration 32Q: 3 clusters Score -171278.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -171291.218750 Penalty: 2602.069580
	Iteration 33Q: 3 clusters Score -171291.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -171305.468750 Penalty: 2602.069580
	Iteration 34Q: 3 clusters Score -171305.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -171318.640625 Penalty: 2602.069580
	Iteration 35Q: 3 clusters Score -171318.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -171331.437500 Penalty: 2602.069580
	Iteration 36Q: 3 clusters Score -171331.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -171343.828125 Penalty: 2602.069580
	Iteration 37Q: 3 clusters Score -171343.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -171358.296875 Penalty: 2602.069580
	Iteration 38Q: 3 clusters Score -171358.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -171382.843750 Penalty: 2602.069580
	Iteration 39Q: 3 clusters Score -171382.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -171407.359375 Penalty: 2602.069580
	Iteration 40F: 3 clusters Score -171407.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -171424.234375 Penalty: 2602.069580
	Iteration 41Q: 3 clusters Score -171424.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -171439.765625 Penalty: 2602.069580
	Iteration 42Q: 3 clusters Score -171439.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -171453.640625 Penalty: 2602.069580
	Iteration 43Q: 3 clusters Score -171453.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -171467.781250 Penalty: 2602.069580
	Iteration 44Q: 3 clusters Score -171467.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -171485.812500 Penalty: 2602.069580
	Iteration 45Q: 3 clusters Score -171485.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -171492.843750 Penalty: 2602.069580
	Iteration 46Q: 3 clusters Score -171492.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -171501.640625 Penalty: 2602.069580
	Iteration 47Q: 3 clusters Score -171501.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -171508.375000 Penalty: 2602.069580
	Iteration 48Q: 3 clusters Score -171508.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -171513.406250 Penalty: 2602.069580
	Iteration 49Q: 3 clusters Score -171513.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -171518.281250 Penalty: 2602.069580
	Iteration 50Q: 3 clusters Score -171518.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -171521.843750 Penalty: 2602.069580
	Iteration 51Q: 3 clusters Score -171521.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -171525.500000 Penalty: 2602.069580
	Iteration 52Q: 3 clusters Score -171525.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -171529.406250 Penalty: 2602.069580
	Iteration 53Q: 3 clusters Score -171529.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -171529.390625 Penalty: 2602.069580
	Iteration 54Q: 3 clusters Score -171529.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -171530.953125 Penalty: 2602.069580
	Iteration 55Q: 3 clusters Score -171531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -171533.218750 Penalty: 2602.069580
	Iteration 56Q: 3 clusters Score -171533.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -171533.515625 Penalty: 2602.069580
	Iteration 57Q: 3 clusters Score -171533.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -171533.515625 Penalty: 2602.069580
	Iteration 58F: 3 clusters Score -171533.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Entering Unmasked Estep 
Score: -454847.843750 Penalty: 1448.320679
	Iteration 0F: 2 clusters Score -454847.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -449279.812500 Penalty: 2896.641357
	Iteration 0F: 3 clusters Score -449279.8 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -450962.968750 Penalty: 2896.641357
	Iteration 1F: 3 clusters Score -450963 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -451195.593750 Penalty: 2896.641357
	Iteration 2F: 3 clusters Score -451195.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -451390.000000 Penalty: 2896.641357
	Iteration 3F: 3 clusters Score -451390 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -451564.593750 Penalty: 2896.641357
	Iteration 4Q: 3 clusters Score -451564.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -451749.406250 Penalty: 2896.641357
	Iteration 5Q: 3 clusters Score -451749.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -451954.500000 Penalty: 2896.641357
	Iteration 6Q: 3 clusters Score -451954.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -452139.625000 Penalty: 2896.641357
	Iteration 7Q: 3 clusters Score -452139.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -452317.968750 Penalty: 2896.641357
	Iteration 8Q: 3 clusters Score -452318 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -452523.156250 Penalty: 2896.641357
	Iteration 9Q: 3 clusters Score -452523.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -452698.875000 Penalty: 2896.641357
	Iteration 10Q: 3 clusters Score -452698.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -452842.875000 Penalty: 2896.641357
	Iteration 11Q: 3 clusters Score -452842.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -452978.343750 Penalty: 2896.641357
	Iteration 12Q: 3 clusters Score -452978.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -453081.500000 Penalty: 2896.641357
	Iteration 13Q: 3 clusters Score -453081.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -453162.125000 Penalty: 2896.641357
	Iteration 14Q: 3 clusters Score -453162.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -453215.562500 Penalty: 2896.641357
	Iteration 15Q: 3 clusters Score -453215.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -453253.312500 Penalty: 2896.641357
	Iteration 16Q: 3 clusters Score -453253.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -453288.750000 Penalty: 2896.641357
	Iteration 17Q: 3 clusters Score -453288.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -453316.250000 Penalty: 2896.641357
	Iteration 18Q: 3 clusters Score -453316.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -453335.906250 Penalty: 2896.641357
	Iteration 19Q: 3 clusters Score -453335.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -453349.031250 Penalty: 2896.641357
	Iteration 20F: 3 clusters Score -453349 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -453364.843750 Penalty: 2896.641357
	Iteration 21Q: 3 clusters Score -453364.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -453379.718750 Penalty: 2896.641357
	Iteration 22Q: 3 clusters Score -453379.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -453395.656250 Penalty: 2896.641357
	Iteration 23Q: 3 clusters Score -453395.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -453408.625000 Penalty: 2896.641357
	Iteration 24Q: 3 clusters Score -453408.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -453422.750000 Penalty: 2896.641357
	Iteration 25Q: 3 clusters Score -453422.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -453435.968750 Penalty: 2896.641357
	Iteration 26Q: 3 clusters Score -453436 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -453450.531250 Penalty: 2896.641357
	Iteration 27Q: 3 clusters Score -453450.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -453461.250000 Penalty: 2896.641357
	Iteration 28Q: 3 clusters Score -453461.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -453467.062500 Penalty: 2896.641357
	Iteration 29Q: 3 clusters Score -453467.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -453471.187500 Penalty: 2896.641357
	Iteration 30Q: 3 clusters Score -453471.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -453475.718750 Penalty: 2896.641357
	Iteration 31Q: 3 clusters Score -453475.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -453480.187500 Penalty: 2896.641357
	Iteration 32Q: 3 clusters Score -453480.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -453485.468750 Penalty: 2896.641357
	Iteration 33Q: 3 clusters Score -453485.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -453494.687500 Penalty: 2896.641357
	Iteration 34Q: 3 clusters Score -453494.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -453503.250000 Penalty: 2896.641357
	Iteration 35Q: 3 clusters Score -453503.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -453513.250000 Penalty: 2896.641357
	Iteration 36Q: 3 clusters Score -453513.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -453522.000000 Penalty: 2896.641357
	Iteration 37Q: 3 clusters Score -453522 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -453535.437500 Penalty: 2896.641357
	Iteration 38Q: 3 clusters Score -453535.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -453545.343750 Penalty: 2896.641357
	Iteration 39Q: 3 clusters Score -453545.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -453558.187500 Penalty: 2896.641357
	Iteration 40F: 3 clusters Score -453558.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -453567.500000 Penalty: 2896.641357
	Iteration 41Q: 3 clusters Score -453567.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -453579.875000 Penalty: 2896.641357
	Iteration 42Q: 3 clusters Score -453579.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -453593.812500 Penalty: 2896.641357
	Iteration 43Q: 3 clusters Score -453593.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -453607.812500 Penalty: 2896.641357
	Iteration 44Q: 3 clusters Score -453607.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -453618.406250 Penalty: 2896.641357
	Iteration 45Q: 3 clusters Score -453618.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -453624.468750 Penalty: 2896.641357
	Iteration 46Q: 3 clusters Score -453624.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -453635.937500 Penalty: 2896.641357
	Iteration 47Q: 3 clusters Score -453635.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -453648.062500 Penalty: 2896.641357
	Iteration 48Q: 3 clusters Score -453648.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -453660.531250 Penalty: 2896.641357
	Iteration 49Q: 3 clusters Score -453660.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -453666.156250 Penalty: 2896.641357
	Iteration 50Q: 3 clusters Score -453666.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -453671.031250 Penalty: 2896.641357
	Iteration 51Q: 3 clusters Score -453671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -453674.750000 Penalty: 2896.641357
	Iteration 52Q: 3 clusters Score -453674.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -453681.031250 Penalty: 2896.641357
	Iteration 53Q: 3 clusters Score -453681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -453688.718750 Penalty: 2896.641357
	Iteration 54Q: 3 clusters Score -453688.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -453702.468750 Penalty: 2896.641357
	Iteration 55Q: 3 clusters Score -453702.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -453719.031250 Penalty: 2896.641357
	Iteration 56Q: 3 clusters Score -453719 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -453736.218750 Penalty: 2896.641357
	Iteration 57Q: 3 clusters Score -453736.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -453743.406250 Penalty: 2896.641357
	Iteration 58Q: 3 clusters Score -453743.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -453746.031250 Penalty: 2896.641357
	Iteration 59Q: 3 clusters Score -453746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -453749.468750 Penalty: 2896.641357
	Iteration 60F: 3 clusters Score -453749.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -453753.312500 Penalty: 2896.641357
	Iteration 61Q: 3 clusters Score -453753.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -453754.343750 Penalty: 2896.641357
	Iteration 62Q: 3 clusters Score -453754.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -453755.531250 Penalty: 2896.641357
	Iteration 63Q: 3 clusters Score -453755.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -453757.906250 Penalty: 2896.641357
	Iteration 64Q: 3 clusters Score -453757.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -453759.031250 Penalty: 2896.641357
	Iteration 65Q: 3 clusters Score -453759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -453759.406250 Penalty: 2896.641357
	Iteration 66Q: 3 clusters Score -453759.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -453759.406250 Penalty: 2896.641357
	Iteration 67F: 3 clusters Score -453759.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Entering Unmasked Estep 
Score: -527721.312500 Penalty: 1468.907959
	Iteration 0F: 2 clusters Score -527721.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -521642.250000 Penalty: 2937.815918
	Iteration 0F: 3 clusters Score -521642.2 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -523601.125000 Penalty: 2937.815918
	Iteration 1F: 3 clusters Score -523601.1 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -523917.781250 Penalty: 2937.815918
	Iteration 2F: 3 clusters Score -523917.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -524243.718750 Penalty: 2937.815918
	Iteration 3F: 3 clusters Score -524243.7 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -524610.500000 Penalty: 2937.815918
	Iteration 4F: 3 clusters Score -524610.5 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -524980.250000 Penalty: 2937.815918
	Iteration 5F: 3 clusters Score -524980.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -525298.875000 Penalty: 2937.815918
	Iteration 6F: 3 clusters Score -525298.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -525602.562500 Penalty: 2937.815918
	Iteration 7Q: 3 clusters Score -525602.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -525871.562500 Penalty: 2937.815918
	Iteration 8Q: 3 clusters Score -525871.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -526061.375000 Penalty: 2937.815918
	Iteration 9Q: 3 clusters Score -526061.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -526188.250000 Penalty: 2937.815918
	Iteration 10Q: 3 clusters Score -526188.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -526274.687500 Penalty: 2937.815918
	Iteration 11Q: 3 clusters Score -526274.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -526337.625000 Penalty: 2937.815918
	Iteration 12Q: 3 clusters Score -526337.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -526374.437500 Penalty: 2937.815918
	Iteration 13Q: 3 clusters Score -526374.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -526402.250000 Penalty: 2937.815918
	Iteration 14Q: 3 clusters Score -526402.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -526422.437500 Penalty: 2937.815918
	Iteration 15Q: 3 clusters Score -526422.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -526437.187500 Penalty: 2937.815918
	Iteration 16Q: 3 clusters Score -526437.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -526452.312500 Penalty: 2937.815918
	Iteration 17Q: 3 clusters Score -526452.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -526458.812500 Penalty: 2937.815918
	Iteration 18Q: 3 clusters Score -526458.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -526470.312500 Penalty: 2937.815918
	Iteration 19Q: 3 clusters Score -526470.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -526478.187500 Penalty: 2937.815918
	Iteration 20F: 3 clusters Score -526478.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -526485.062500 Penalty: 2937.815918
	Iteration 21Q: 3 clusters Score -526485.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -526490.062500 Penalty: 2937.815918
	Iteration 22Q: 3 clusters Score -526490.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -526493.750000 Penalty: 2937.815918
	Iteration 23Q: 3 clusters Score -526493.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -526495.375000 Penalty: 2937.815918
	Iteration 24Q: 3 clusters Score -526495.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -526497.562500 Penalty: 2937.815918
	Iteration 25Q: 3 clusters Score -526497.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -526497.562500 Penalty: 2937.815918
	Iteration 26F: 3 clusters Score -526497.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 482261 members 
Mstep: Class 3 contains 15539 members 
Mstep: Class 4 contains 15534 members 
Mstep: Class 5 contains 1424 members 
Mstep: Class 7 contains 7485 members 
Mstep: Class 8 contains 5740 members 
Mstep: Class 9 contains 37090 members 
Mstep: Class 10 contains 75971 members 
Mstep: Class 15 contains 7053 members 
Mstep: Class 16 contains 7700 members 
Mstep: Class 17 contains 3000 members 
Mstep: Class 19 contains 7426 members 
Mstep: Class 20 contains 8429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196304.000000 Penalty: 30554.080078
Iteration 79Q: 15 clusters Score -4.21963e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 482219 members 
Mstep: Class 3 contains 15536 members 
Mstep: Class 4 contains 15529 members 
Mstep: Class 5 contains 1424 members 
Mstep: Class 7 contains 7519 members 
Mstep: Class 8 contains 5739 members 
Mstep: Class 9 contains 37067 members 
Mstep: Class 10 contains 75981 members 
Mstep: Class 15 contains 7054 members 
Mstep: Class 16 contains 7744 members 
Mstep: Class 17 contains 2994 members 
Mstep: Class 19 contains 7426 members 
Mstep: Class 20 contains 8430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196284.000000 Penalty: 30554.080078
Iteration 80F: 15 clusters Score -4.219628e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 482176 members 
Mstep: Class 3 contains 15537 members 
Mstep: Class 4 contains 15527 members 
Mstep: Class 5 contains 1424 members 
Mstep: Class 7 contains 7543 members 
Mstep: Class 8 contains 5741 members 
Mstep: Class 9 contains 37038 members 
Mstep: Class 10 contains 75986 members 
Mstep: Class 15 contains 7055 members 
Mstep: Class 16 contains 7795 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 19 contains 7427 members 
Mstep: Class 20 contains 8431 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 15 clusters Score -4.219632e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 482129 members 
Mstep: Class 3 contains 15540 members 
Mstep: Class 4 contains 15530 members 
Mstep: Class 5 contains 1424 members 
Mstep: Class 7 contains 7571 members 
Mstep: Class 8 contains 5738 members 
Mstep: Class 9 contains 37015 members 
Mstep: Class 10 contains 75986 members 
Mstep: Class 15 contains 7056 members 
Mstep: Class 16 contains 7847 members 
Mstep: Class 17 contains 2991 members 
Mstep: Class 19 contains 7427 members 
Mstep: Class 20 contains 8430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196300.000000 Penalty: 30554.080078
Iteration 82Q: 15 clusters Score -4.21963e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 482100 members 
Mstep: Class 3 contains 15536 members 
Mstep: Class 4 contains 15529 members 
Mstep: Class 5 contains 1425 members 
Mstep: Class 7 contains 7590 members 
Mstep: Class 8 contains 5738 members 
Mstep: Class 9 contains 36996 members 
Mstep: Class 10 contains 75985 members 
Mstep: Class 15 contains 7057 members 
Mstep: Class 16 contains 7895 members 
Mstep: Class 17 contains 2991 members 
Mstep: Class 19 contains 7427 members 
Mstep: Class 20 contains 8428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196340.000000 Penalty: 30554.080078
Iteration 83Q: 15 clusters Score -4.219634e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 482070 members 
Mstep: Class 3 contains 15533 members 
Mstep: Class 4 contains 15531 members 
Mstep: Class 5 contains 1425 members 
Mstep: Class 7 contains 7608 members 
Mstep: Class 8 contains 5740 members 
Mstep: Class 9 contains 36980 members 
Mstep: Class 10 contains 75987 members 
Mstep: Class 15 contains 7057 members 
Mstep: Class 16 contains 7932 members 
Mstep: Class 17 contains 2993 members 
Mstep: Class 19 contains 7427 members 
Mstep: Class 20 contains 8426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196328.000000 Penalty: 30554.080078
Iteration 84Q: 15 clusters Score -4.219633e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 482044 members 
Mstep: Class 3 contains 15529 members 
Mstep: Class 4 contains 15537 members 
Mstep: Class 5 contains 1426 members 
Mstep: Class 7 contains 7626 members 
Mstep: Class 8 contains 5742 members 
Mstep: Class 9 contains 36969 members 
Mstep: Class 10 contains 75986 members 
Mstep: Class 15 contains 7061 members 
Mstep: Class 16 contains 7955 members 
Mstep: Class 17 contains 2998 members 
Mstep: Class 19 contains 7429 members 
Mstep: Class 20 contains 8422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196300.000000 Penalty: 30554.080078
Iteration 85Q: 15 clusters Score -4.21963e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 482009 members 
Mstep: Class 3 contains 15524 members 
Mstep: Class 4 contains 15537 members 
Mstep: Class 5 contains 1426 members 
Mstep: Class 7 contains 7657 members 
Mstep: Class 8 contains 5744 members 
Mstep: Class 9 contains 36966 members 
Mstep: Class 10 contains 75987 members 
Mstep: Class 15 contains 7064 members 
Mstep: Class 16 contains 7976 members 
Mstep: Class 17 contains 3003 members 
Mstep: Class 19 contains 7429 members 
Mstep: Class 20 contains 8419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196336.000000 Penalty: 30554.080078
Iteration 86Q: 15 clusters Score -4.219634e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 481978 members 
Mstep: Class 3 contains 15517 members 
Mstep: Class 4 contains 15540 members 
Mstep: Class 5 contains 1426 members 
Mstep: Class 7 contains 7683 members 
Mstep: Class 8 contains 5745 members 
Mstep: Class 9 contains 36961 members 
Mstep: Class 10 contains 75985 members 
Mstep: Class 15 contains 7064 members 
Mstep: Class 16 contains 8011 members 
Mstep: Class 17 contains 3007 members 
Mstep: Class 19 contains 7431 members 
Mstep: Class 20 contains 8418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196432.000000 Penalty: 30554.080078
Iteration 87Q: 15 clusters Score -4.219643e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 481934 members 
Mstep: Class 3 contains 15509 members 
Mstep: Class 4 contains 15543 members 
Mstep: Class 5 contains 1426 members 
Mstep: Class 7 contains 7723 members 
Mstep: Class 8 contains 5744 members 
Mstep: Class 9 contains 36955 members 
Mstep: Class 10 contains 75982 members 
Mstep: Class 15 contains 7065 members 
Mstep: Class 16 contains 8045 members 
Mstep: Class 17 contains 3010 members 
Mstep: Class 19 contains 7434 members 
Mstep: Class 20 contains 8415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196452.000000 Penalty: 30554.080078
Iteration 88Q: 15 clusters Score -4.219645e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 481884 members 
Mstep: Class 3 contains 15503 members 
Mstep: Class 4 contains 15550 members 
Mstep: Class 5 contains 1427 members 
Mstep: Class 7 contains 7754 members 
Mstep: Class 8 contains 5745 members 
Mstep: Class 9 contains 36944 members 
Mstep: Class 10 contains 75991 members 
Mstep: Class 15 contains 7067 members 
Mstep: Class 16 contains 8083 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 19 contains 7434 members 
Mstep: Class 20 contains 8412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196504.000000 Penalty: 30554.080078
Iteration 89Q: 15 clusters Score -4.21965e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 481854 members 
Mstep: Class 3 contains 15493 members 
Mstep: Class 4 contains 15557 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7778 members 
Mstep: Class 8 contains 5746 members 
Mstep: Class 9 contains 36934 members 
Mstep: Class 10 contains 76005 members 
Mstep: Class 15 contains 7071 members 
Mstep: Class 16 contains 8112 members 
Mstep: Class 17 contains 3016 members 
Mstep: Class 19 contains 7433 members 
Mstep: Class 20 contains 8404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196436.000000 Penalty: 30554.080078
Iteration 90Q: 15 clusters Score -4.219644e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 481824 members 
Mstep: Class 3 contains 15482 members 
Mstep: Class 4 contains 15566 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7795 members 
Mstep: Class 8 contains 5745 members 
Mstep: Class 9 contains 36926 members 
Mstep: Class 10 contains 76012 members 
Mstep: Class 15 contains 7071 members 
Mstep: Class 16 contains 8150 members 
Mstep: Class 17 contains 3015 members 
Mstep: Class 19 contains 7433 members 
Mstep: Class 20 contains 8396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196436.000000 Penalty: 30554.080078
Iteration 91Q: 15 clusters Score -4.219644e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 481803 members 
Mstep: Class 3 contains 15471 members 
Mstep: Class 4 contains 15573 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7800 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 36915 members 
Mstep: Class 10 contains 76016 members 
Mstep: Class 15 contains 7072 members 
Mstep: Class 16 contains 8189 members 
Mstep: Class 17 contains 3012 members 
Mstep: Class 19 contains 7434 members 
Mstep: Class 20 contains 8390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196432.000000 Penalty: 30554.080078
Iteration 92Q: 15 clusters Score -4.219643e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 481779 members 
Mstep: Class 3 contains 15460 members 
Mstep: Class 4 contains 15584 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7811 members 
Mstep: Class 8 contains 5748 members 
Mstep: Class 9 contains 36907 members 
Mstep: Class 10 contains 76017 members 
Mstep: Class 15 contains 7072 members 
Mstep: Class 16 contains 8222 members 
Mstep: Class 17 contains 3012 members 
Mstep: Class 19 contains 7434 members 
Mstep: Class 20 contains 8390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196456.000000 Penalty: 30554.080078
Iteration 93Q: 15 clusters Score -4.219646e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 481753 members 
Mstep: Class 3 contains 15453 members 
Mstep: Class 4 contains 15586 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7819 members 
Mstep: Class 8 contains 5749 members 
Mstep: Class 9 contains 36897 members 
Mstep: Class 10 contains 76023 members 
Mstep: Class 15 contains 7070 members 
Mstep: Class 16 contains 8263 members 
Mstep: Class 17 contains 3011 members 
Mstep: Class 19 contains 7435 members 
Mstep: Class 20 contains 8388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196412.000000 Penalty: 30554.080078
Iteration 94Q: 15 clusters Score -4.219641e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 481734 members 
Mstep: Class 3 contains 15441 members 
Mstep: Class 4 contains 15585 members 
Mstep: Class 5 contains 1427 members 
Mstep: Class 7 contains 7839 members 
Mstep: Class 8 contains 5750 members 
Mstep: Class 9 contains 36893 members 
Mstep: Class 10 contains 76026 members 
Mstep: Class 15 contains 7070 members 
Mstep: Class 16 contains 8290 members 
Mstep: Class 17 contains 3009 members 
Mstep: Class 19 contains 7436 members 
Mstep: Class 20 contains 8385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196376.000000 Penalty: 30554.080078
Iteration 95Q: 15 clusters Score -4.219638e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 481731 members 
Mstep: Class 3 contains 15421 members 
Mstep: Class 4 contains 15587 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7853 members 
Mstep: Class 8 contains 5750 members 
Mstep: Class 9 contains 36894 members 
Mstep: Class 10 contains 76032 members 
Mstep: Class 15 contains 7070 members 
Mstep: Class 16 contains 8309 members 
Mstep: Class 17 contains 2999 members 
Mstep: Class 19 contains 7436 members 
Mstep: Class 20 contains 8383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196428.000000 Penalty: 30554.080078
Iteration 96Q: 15 clusters Score -4.219643e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 481739 members 
Mstep: Class 3 contains 15397 members 
Mstep: Class 4 contains 15586 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7857 members 
Mstep: Class 8 contains 5749 members 
Mstep: Class 9 contains 36899 members 
Mstep: Class 10 contains 76040 members 
Mstep: Class 15 contains 7070 members 
Mstep: Class 16 contains 8323 members 
Mstep: Class 17 contains 2989 members 
Mstep: Class 19 contains 7435 members 
Mstep: Class 20 contains 8380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196428.000000 Penalty: 30554.080078
Iteration 97Q: 15 clusters Score -4.219643e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 481756 members 
Mstep: Class 3 contains 15361 members 
Mstep: Class 4 contains 15587 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7865 members 
Mstep: Class 8 contains 5749 members 
Mstep: Class 9 contains 36901 members 
Mstep: Class 10 contains 76045 members 
Mstep: Class 15 contains 7071 members 
Mstep: Class 16 contains 8337 members 
Mstep: Class 17 contains 2982 members 
Mstep: Class 19 contains 7434 members 
Mstep: Class 20 contains 8375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196332.000000 Penalty: 30554.080078
Iteration 98Q: 15 clusters Score -4.219633e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 481760 members 
Mstep: Class 3 contains 15326 members 
Mstep: Class 4 contains 15588 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7878 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 36914 members 
Mstep: Class 10 contains 76052 members 
Mstep: Class 15 contains 7072 members 
Mstep: Class 16 contains 8352 members 
Mstep: Class 17 contains 2977 members 
Mstep: Class 19 contains 7435 members 
Mstep: Class 20 contains 8371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196312.000000 Penalty: 30554.080078
Iteration 99Q: 15 clusters Score -4.219631e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 481767 members 
Mstep: Class 3 contains 15291 members 
Mstep: Class 4 contains 15592 members 
Mstep: Class 5 contains 1429 members 
Mstep: Class 7 contains 7883 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 36917 members 
Mstep: Class 10 contains 76053 members 
Mstep: Class 15 contains 7074 members 
Mstep: Class 16 contains 8373 members 
Mstep: Class 17 contains 2975 members 
Mstep: Class 19 contains 7435 members 
Mstep: Class 20 contains 8369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196300.000000 Penalty: 30554.080078
Iteration 100F: 15 clusters Score -4.21963e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 481759 members 
Mstep: Class 3 contains 15265 members 
Mstep: Class 4 contains 15595 members 
Mstep: Class 5 contains 1429 members 
Mstep: Class 7 contains 7880 members 
Mstep: Class 8 contains 5746 members 
Mstep: Class 9 contains 36934 members 
Mstep: Class 10 contains 76051 members 
Mstep: Class 15 contains 7075 members 
Mstep: Class 16 contains 8391 members 
Mstep: Class 17 contains 2974 members 
Mstep: Class 19 contains 7436 members 
Mstep: Class 20 contains 8368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196344.000000 Penalty: 30554.080078
Iteration 101Q: 15 clusters Score -4.219634e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 481764 members 
Mstep: Class 3 contains 15235 members 
Mstep: Class 4 contains 15597 members 
Mstep: Class 5 contains 1429 members 
Mstep: Class 7 contains 7881 members 
Mstep: Class 8 contains 5746 members 
Mstep: Class 9 contains 36941 members 
Mstep: Class 10 contains 76053 members 
Mstep: Class 15 contains 7074 members 
Mstep: Class 16 contains 8411 members 
Mstep: Class 17 contains 2971 members 
Mstep: Class 19 contains 7435 members 
Mstep: Class 20 contains 8365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196408.000000 Penalty: 30554.080078
Iteration 102Q: 15 clusters Score -4.219641e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 481763 members 
Mstep: Class 3 contains 15200 members 
Mstep: Class 4 contains 15602 members 
Mstep: Class 5 contains 1429 members 
Mstep: Class 7 contains 7885 members 
Mstep: Class 8 contains 5748 members 
Mstep: Class 9 contains 36953 members 
Mstep: Class 10 contains 76056 members 
Mstep: Class 15 contains 7074 members 
Mstep: Class 16 contains 8428 members 
Mstep: Class 17 contains 2970 members 
Mstep: Class 19 contains 7436 members 
Mstep: Class 20 contains 8365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196440.000000 Penalty: 30554.080078
Iteration 103Q: 15 clusters Score -4.219644e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 481764 members 
Mstep: Class 3 contains 15172 members 
Mstep: Class 4 contains 15606 members 
Mstep: Class 5 contains 1429 members 
Mstep: Class 7 contains 7890 members 
Mstep: Class 8 contains 5749 members 
Mstep: Class 9 contains 36970 members 
Mstep: Class 10 contains 76054 members 
Mstep: Class 15 contains 7074 members 
Mstep: Class 16 contains 8440 members 
Mstep: Class 17 contains 2968 members 
Mstep: Class 19 contains 7437 members 
Mstep: Class 20 contains 8362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196448.000000 Penalty: 30554.080078
Iteration 104Q: 15 clusters Score -4.219645e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 481779 members 
Mstep: Class 3 contains 15132 members 
Mstep: Class 4 contains 15606 members 
Mstep: Class 5 contains 1429 members 
Mstep: Class 7 contains 7888 members 
Mstep: Class 8 contains 5750 members 
Mstep: Class 9 contains 36988 members 
Mstep: Class 10 contains 76058 members 
Mstep: Class 15 contains 7075 members 
Mstep: Class 16 contains 8448 members 
Mstep: Class 17 contains 2964 members 
Mstep: Class 19 contains 7439 members 
Mstep: Class 20 contains 8363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196432.000000 Penalty: 30554.080078
Iteration 105Q: 15 clusters Score -4.219643e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 481790 members 
Mstep: Class 3 contains 15096 members 
Mstep: Class 4 contains 15610 members 
Mstep: Class 5 contains 1429 members 
Mstep: Class 7 contains 7884 members 
Mstep: Class 8 contains 5749 members 
Mstep: Class 9 contains 37002 members 
Mstep: Class 10 contains 76060 members 
Mstep: Class 15 contains 7077 members 
Mstep: Class 16 contains 8459 members 
Mstep: Class 17 contains 2963 members 
Mstep: Class 19 contains 7442 members 
Mstep: Class 20 contains 8362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196432.000000 Penalty: 30554.080078
Iteration 106Q: 15 clusters Score -4.219643e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 481795 members 
Mstep: Class 3 contains 15069 members 
Mstep: Class 4 contains 15609 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7885 members 
Mstep: Class 8 contains 5750 members 
Mstep: Class 9 contains 37012 members 
Mstep: Class 10 contains 76060 members 
Mstep: Class 15 contains 7078 members 
Mstep: Class 16 contains 8469 members 
Mstep: Class 17 contains 2963 members 
Mstep: Class 19 contains 7445 members 
Mstep: Class 20 contains 8361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196384.000000 Penalty: 30554.080078
Iteration 107Q: 15 clusters Score -4.219638e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 481802 members 
Mstep: Class 3 contains 15042 members 
Mstep: Class 4 contains 15606 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7890 members 
Mstep: Class 8 contains 5751 members 
Mstep: Class 9 contains 37019 members 
Mstep: Class 10 contains 76061 members 
Mstep: Class 15 contains 7078 members 
Mstep: Class 16 contains 8475 members 
Mstep: Class 17 contains 2964 members 
Mstep: Class 19 contains 7448 members 
Mstep: Class 20 contains 8362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196384.000000 Penalty: 30554.080078
Iteration 108Q: 15 clusters Score -4.219638e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 481810 members 
Mstep: Class 3 contains 15018 members 
Mstep: Class 4 contains 15606 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7893 members 
Mstep: Class 8 contains 5751 members 
Mstep: Class 9 contains 37028 members 
Mstep: Class 10 contains 76060 members 
Mstep: Class 15 contains 7080 members 
Mstep: Class 16 contains 8481 members 
Mstep: Class 17 contains 2963 members 
Mstep: Class 19 contains 7450 members 
Mstep: Class 20 contains 8361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196372.000000 Penalty: 30554.080078
Iteration 109Q: 15 clusters Score -4.219637e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 481813 members 
Mstep: Class 3 contains 14995 members 
Mstep: Class 4 contains 15607 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7896 members 
Mstep: Class 8 contains 5751 members 
Mstep: Class 9 contains 37042 members 
Mstep: Class 10 contains 76060 members 
Mstep: Class 15 contains 7081 members 
Mstep: Class 16 contains 8487 members 
Mstep: Class 17 contains 2960 members 
Mstep: Class 19 contains 7452 members 
Mstep: Class 20 contains 8361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196400.000000 Penalty: 30554.080078
Iteration 110Q: 15 clusters Score -4.21964e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 481824 members 
Mstep: Class 3 contains 14971 members 
Mstep: Class 4 contains 15607 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7899 members 
Mstep: Class 8 contains 5750 members 
Mstep: Class 9 contains 37050 members 
Mstep: Class 10 contains 76060 members 
Mstep: Class 15 contains 7080 members 
Mstep: Class 16 contains 8492 members 
Mstep: Class 17 contains 2959 members 
Mstep: Class 19 contains 7453 members 
Mstep: Class 20 contains 8360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196436.000000 Penalty: 30554.080078
Iteration 111Q: 15 clusters Score -4.219644e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 481827 members 
Mstep: Class 3 contains 14954 members 
Mstep: Class 4 contains 15608 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7900 members 
Mstep: Class 8 contains 5750 members 
Mstep: Class 9 contains 37059 members 
Mstep: Class 10 contains 76062 members 
Mstep: Class 15 contains 7080 members 
Mstep: Class 16 contains 8500 members 
Mstep: Class 17 contains 2958 members 
Mstep: Class 19 contains 7454 members 
Mstep: Class 20 contains 8358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196456.000000 Penalty: 30554.080078
Iteration 112Q: 15 clusters Score -4.219646e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 481823 members 
Mstep: Class 3 contains 14942 members 
Mstep: Class 4 contains 15609 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7901 members 
Mstep: Class 8 contains 5750 members 
Mstep: Class 9 contains 37060 members 
Mstep: Class 10 contains 76066 members 
Mstep: Class 15 contains 7079 members 
Mstep: Class 16 contains 8512 members 
Mstep: Class 17 contains 2959 members 
Mstep: Class 19 contains 7454 members 
Mstep: Class 20 contains 8355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196436.000000 Penalty: 30554.080078
Iteration 113Q: 15 clusters Score -4.219644e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 481821 members 
Mstep: Class 3 contains 14932 members 
Mstep: Class 4 contains 15609 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7899 members 
Mstep: Class 8 contains 5750 members 
Mstep: Class 9 contains 37062 members 
Mstep: Class 10 contains 76067 members 
Mstep: Class 15 contains 7079 members 
Mstep: Class 16 contains 8525 members 
Mstep: Class 17 contains 2959 members 
Mstep: Class 19 contains 7454 members 
Mstep: Class 20 contains 8355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196428.000000 Penalty: 30554.080078
Iteration 114Q: 15 clusters Score -4.219643e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 481828 members 
Mstep: Class 3 contains 14916 members 
Mstep: Class 4 contains 15610 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7899 members 
Mstep: Class 8 contains 5749 members 
Mstep: Class 9 contains 37062 members 
Mstep: Class 10 contains 76066 members 
Mstep: Class 15 contains 7079 members 
Mstep: Class 16 contains 8532 members 
Mstep: Class 17 contains 2958 members 
Mstep: Class 19 contains 7455 members 
Mstep: Class 20 contains 8356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196432.000000 Penalty: 30554.080078
Iteration 115Q: 15 clusters Score -4.219643e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 481832 members 
Mstep: Class 3 contains 14902 members 
Mstep: Class 4 contains 15611 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7899 members 
Mstep: Class 8 contains 5750 members 
Mstep: Class 9 contains 37063 members 
Mstep: Class 10 contains 76066 members 
Mstep: Class 15 contains 7079 members 
Mstep: Class 16 contains 8541 members 
Mstep: Class 17 contains 2958 members 
Mstep: Class 19 contains 7454 members 
Mstep: Class 20 contains 8355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196444.000000 Penalty: 30554.080078
Iteration 116Q: 15 clusters Score -4.219644e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 481825 members 
Mstep: Class 3 contains 14896 members 
Mstep: Class 4 contains 15613 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7899 members 
Mstep: Class 8 contains 5752 members 
Mstep: Class 9 contains 37064 members 
Mstep: Class 10 contains 76065 members 
Mstep: Class 15 contains 7079 members 
Mstep: Class 16 contains 8551 members 
Mstep: Class 17 contains 2958 members 
Mstep: Class 19 contains 7453 members 
Mstep: Class 20 contains 8355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196416.000000 Penalty: 30554.080078
Iteration 117Q: 15 clusters Score -4.219642e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 481825 members 
Mstep: Class 3 contains 14889 members 
Mstep: Class 4 contains 15611 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7899 members 
Mstep: Class 8 contains 5752 members 
Mstep: Class 9 contains 37065 members 
Mstep: Class 10 contains 76065 members 
Mstep: Class 15 contains 7079 members 
Mstep: Class 16 contains 8560 members 
Mstep: Class 17 contains 2958 members 
Mstep: Class 19 contains 7453 members 
Mstep: Class 20 contains 8354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196444.000000 Penalty: 30554.080078
Iteration 118Q: 15 clusters Score -4.219644e+07 nChanged 32
Entering ConstructFrom: 
Score: -42196444.000000 Penalty: 30554.080078
Entering ConstructFrom: 
Trying to split cluster 1 (5404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Entering Unmasked Estep 
Score: -296953.812500 Penalty: 1396.670288
	Iteration 0F: 2 clusters Score -296953.8 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 2703 members 
Entering Unmasked Estep 
Score: -292799.781250 Penalty: 2793.340576
	Iteration 0F: 3 clusters Score -292799.8 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -294181.500000 Penalty: 2793.340576
	Iteration 1F: 3 clusters Score -294181.5 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -294603.781250 Penalty: 2793.340576
	Iteration 2F: 3 clusters Score -294603.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -294985.875000 Penalty: 2793.340576
	Iteration 3F: 3 clusters Score -294985.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -295332.531250 Penalty: 2793.340576
	Iteration 4F: 3 clusters Score -295332.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -295597.500000 Penalty: 2793.340576
	Iteration 5F: 3 clusters Score -295597.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -295773.031250 Penalty: 2793.340576
	Iteration 6Q: 3 clusters Score -295773 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -295871.843750 Penalty: 2793.340576
	Iteration 7Q: 3 clusters Score -295871.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -295922.187500 Penalty: 2793.340576
	Iteration 8Q: 3 clusters Score -295922.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -295945.781250 Penalty: 2793.340576
	Iteration 9Q: 3 clusters Score -295945.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -295961.718750 Penalty: 2793.340576
	Iteration 10Q: 3 clusters Score -295961.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -295974.906250 Penalty: 2793.340576
	Iteration 11Q: 3 clusters Score -295974.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -295982.187500 Penalty: 2793.340576
	Iteration 12Q: 3 clusters Score -295982.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -295986.968750 Penalty: 2793.340576
	Iteration 13Q: 3 clusters Score -295987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -295990.656250 Penalty: 2793.340576
	Iteration 14Q: 3 clusters Score -295990.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -295995.500000 Penalty: 2793.340576
	Iteration 15Q: 3 clusters Score -295995.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -296000.593750 Penalty: 2793.340576
	Iteration 16Q: 3 clusters Score -296000.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -296003.750000 Penalty: 2793.340576
	Iteration 17Q: 3 clusters Score -296003.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -296006.500000 Penalty: 2793.340576
	Iteration 18Q: 3 clusters Score -296006.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -296006.968750 Penalty: 2793.340576
	Iteration 19Q: 3 clusters Score -296007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -296007.937500 Penalty: 2793.340576
	Iteration 20F: 3 clusters Score -296007.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -296008.156250 Penalty: 2793.340576
	Iteration 21Q: 3 clusters Score -296008.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -296009.031250 Penalty: 2793.340576
	Iteration 22Q: 3 clusters Score -296009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -296010.312500 Penalty: 2793.340576
	Iteration 23Q: 3 clusters Score -296010.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -296009.968750 Penalty: 2793.340576
	Iteration 24Q: 3 clusters Score -296010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -296009.968750 Penalty: 2793.340576
	Iteration 25F: 3 clusters Score -296010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (481822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481822 members 
Entering Unmasked Estep 
Score: -30512412.000000 Penalty: 2126.366211
	Iteration 0F: 2 clusters Score -3.051241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240802 members 
Mstep: Class 2 contains 241020 members 
Entering Unmasked Estep 
Score: -30187770.000000 Penalty: 4252.732422
	Iteration 0F: 3 clusters Score -3.018777e+07 nChanged 236117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240081 members 
Mstep: Class 2 contains 241741 members 
Entering Unmasked Estep 
Score: -30330044.000000 Penalty: 4252.732422
	Iteration 1F: 3 clusters Score -3.033004e+07 nChanged 11309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239402 members 
Mstep: Class 2 contains 242420 members 
Entering Unmasked Estep 
Score: -30331912.000000 Penalty: 4252.732422
	Iteration 2Q: 3 clusters Score -3.033191e+07 nChanged 12504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238304 members 
Mstep: Class 2 contains 243518 members 
Entering Unmasked Estep 
Score: -30334896.000000 Penalty: 4252.732422
	Iteration 3Q: 3 clusters Score -3.03349e+07 nChanged 14129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236577 members 
Mstep: Class 2 contains 245245 members 
Entering Unmasked Estep 
Score: -30338320.000000 Penalty: 4252.732422
	Iteration 4Q: 3 clusters Score -3.033832e+07 nChanged 16213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233942 members 
Mstep: Class 2 contains 247880 members 
Entering Unmasked Estep 
Score: -30343228.000000 Penalty: 4252.732422
	Iteration 5Q: 3 clusters Score -3.034323e+07 nChanged 18437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229929 members 
Mstep: Class 2 contains 251893 members 
Entering Unmasked Estep 
Score: -30349748.000000 Penalty: 4252.732422
	Iteration 6Q: 3 clusters Score -3.034975e+07 nChanged 20654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224337 members 
Mstep: Class 2 contains 257485 members 
Entering Unmasked Estep 
Score: -30358256.000000 Penalty: 4252.732422
	Iteration 7Q: 3 clusters Score -3.035826e+07 nChanged 23142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216893 members 
Mstep: Class 2 contains 264929 members 
Entering Unmasked Estep 
Score: -30369254.000000 Penalty: 4252.732422
	Iteration 8Q: 3 clusters Score -3.036925e+07 nChanged 25256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208025 members 
Mstep: Class 2 contains 273797 members 
Entering Unmasked Estep 
Score: -30382746.000000 Penalty: 4252.732422
	Iteration 9F: 3 clusters Score -3.038275e+07 nChanged 26672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198075 members 
Mstep: Class 2 contains 283747 members 
Entering Unmasked Estep 
Score: -30398846.000000 Penalty: 4252.732422
	Iteration 10F: 3 clusters Score -3.039885e+07 nChanged 26536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188781 members 
Mstep: Class 2 contains 293041 members 
Entering Unmasked Estep 
Score: -30415548.000000 Penalty: 4252.732422
	Iteration 11F: 3 clusters Score -3.041555e+07 nChanged 24336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181645 members 
Mstep: Class 2 contains 300177 members 
Entering Unmasked Estep 
Score: -30429180.000000 Penalty: 4252.732422
	Iteration 12F: 3 clusters Score -3.042918e+07 nChanged 19972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176905 members 
Mstep: Class 2 contains 304917 members 
Entering Unmasked Estep 
Score: -30438372.000000 Penalty: 4252.732422
	Iteration 13Q: 3 clusters Score -3.043837e+07 nChanged 14595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173524 members 
Mstep: Class 2 contains 308298 members 
Entering Unmasked Estep 
Score: -30442782.000000 Penalty: 4252.732422
	Iteration 14Q: 3 clusters Score -3.044278e+07 nChanged 9307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170573 members 
Mstep: Class 2 contains 311249 members 
Entering Unmasked Estep 
Score: -30444780.000000 Penalty: 4252.732422
	Iteration 15Q: 3 clusters Score -3.044478e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167585 members 
Mstep: Class 2 contains 314237 members 
Entering Unmasked Estep 
Score: -30445732.000000 Penalty: 4252.732422
	Iteration 16Q: 3 clusters Score -3.044573e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164379 members 
Mstep: Class 2 contains 317443 members 
Entering Unmasked Estep 
Score: -30446462.000000 Penalty: 4252.732422
	Iteration 17Q: 3 clusters Score -3.044646e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160910 members 
Mstep: Class 2 contains 320912 members 
Entering Unmasked Estep 
Score: -30447048.000000 Penalty: 4252.732422
	Iteration 18Q: 3 clusters Score -3.044705e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157331 members 
Mstep: Class 2 contains 324491 members 
Entering Unmasked Estep 
Score: -30447748.000000 Penalty: 4252.732422
	Iteration 19Q: 3 clusters Score -3.044775e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153408 members 
Mstep: Class 2 contains 328414 members 
Entering Unmasked Estep 
Score: -30448672.000000 Penalty: 4252.732422
	Iteration 20F: 3 clusters Score -3.044867e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149219 members 
Mstep: Class 2 contains 332603 members 
Entering Unmasked Estep 
Score: -30449530.000000 Penalty: 4252.732422
	Iteration 21Q: 3 clusters Score -3.044953e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144709 members 
Mstep: Class 2 contains 337113 members 
Entering Unmasked Estep 
Score: -30450290.000000 Penalty: 4252.732422
	Iteration 22Q: 3 clusters Score -3.045029e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139937 members 
Mstep: Class 2 contains 341885 members 
Entering Unmasked Estep 
Score: -30451332.000000 Penalty: 4252.732422
	Iteration 23Q: 3 clusters Score -3.045133e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134661 members 
Mstep: Class 2 contains 347161 members 
Entering Unmasked Estep 
Score: -30452706.000000 Penalty: 4252.732422
	Iteration 24Q: 3 clusters Score -3.045271e+07 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128871 members 
Mstep: Class 2 contains 352951 members 
Entering Unmasked Estep 
Score: -30454600.000000 Penalty: 4252.732422
	Iteration 25Q: 3 clusters Score -3.04546e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122566 members 
Mstep: Class 2 contains 359256 members 
Entering Unmasked Estep 
Score: -30456516.000000 Penalty: 4252.732422
	Iteration 26Q: 3 clusters Score -3.045652e+07 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115799 members 
Mstep: Class 2 contains 366023 members 
Entering Unmasked Estep 
Score: -30458658.000000 Penalty: 4252.732422
	Iteration 27Q: 3 clusters Score -3.045866e+07 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108563 members 
Mstep: Class 2 contains 373259 members 
Entering Unmasked Estep 
Score: -30461440.000000 Penalty: 4252.732422
	Iteration 28Q: 3 clusters Score -3.046144e+07 nChanged 7702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101045 members 
Mstep: Class 2 contains 380777 members 
Entering Unmasked Estep 
Score: -30464482.000000 Penalty: 4252.732422
	Iteration 29Q: 3 clusters Score -3.046448e+07 nChanged 7929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93302 members 
Mstep: Class 2 contains 388520 members 
Entering Unmasked Estep 
Score: -30467900.000000 Penalty: 4252.732422
	Iteration 30Q: 3 clusters Score -3.04679e+07 nChanged 7934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85586 members 
Mstep: Class 2 contains 396236 members 
Entering Unmasked Estep 
Score: -30471382.000000 Penalty: 4252.732422
	Iteration 31Q: 3 clusters Score -3.047138e+07 nChanged 7752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78042 members 
Mstep: Class 2 contains 403780 members 
Entering Unmasked Estep 
Score: -30475294.000000 Penalty: 4252.732422
	Iteration 32Q: 3 clusters Score -3.047529e+07 nChanged 7661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70629 members 
Mstep: Class 2 contains 411193 members 
Entering Unmasked Estep 
Score: -30479486.000000 Penalty: 4252.732422
	Iteration 33Q: 3 clusters Score -3.047949e+07 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63749 members 
Mstep: Class 2 contains 418073 members 
Entering Unmasked Estep 
Score: -30483204.000000 Penalty: 4252.732422
	Iteration 34Q: 3 clusters Score -3.04832e+07 nChanged 6687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57306 members 
Mstep: Class 2 contains 424516 members 
Entering Unmasked Estep 
Score: -30487096.000000 Penalty: 4252.732422
	Iteration 35Q: 3 clusters Score -3.04871e+07 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51301 members 
Mstep: Class 2 contains 430521 members 
Entering Unmasked Estep 
Score: -30491128.000000 Penalty: 4252.732422
	Iteration 36Q: 3 clusters Score -3.049113e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46000 members 
Mstep: Class 2 contains 435822 members 
Entering Unmasked Estep 
Score: -30494706.000000 Penalty: 4252.732422
	Iteration 37Q: 3 clusters Score -3.049471e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 440366 members 
Entering Unmasked Estep 
Score: -30497330.000000 Penalty: 4252.732422
	Iteration 38Q: 3 clusters Score -3.049733e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 444283 members 
Entering Unmasked Estep 
Score: -30499268.000000 Penalty: 4252.732422
	Iteration 39Q: 3 clusters Score -3.049927e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 447728 members 
Entering Unmasked Estep 
Score: -30500634.000000 Penalty: 4252.732422
	Iteration 40F: 3 clusters Score -3.050063e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 450956 members 
Entering Unmasked Estep 
Score: -30501846.000000 Penalty: 4252.732422
	Iteration 41Q: 3 clusters Score -3.050185e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 453963 members 
Entering Unmasked Estep 
Score: -30502900.000000 Penalty: 4252.732422
	Iteration 42Q: 3 clusters Score -3.05029e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 456861 members 
Entering Unmasked Estep 
Score: -30503946.000000 Penalty: 4252.732422
	Iteration 43Q: 3 clusters Score -3.050395e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 459624 members 
Entering Unmasked Estep 
Score: -30504832.000000 Penalty: 4252.732422
	Iteration 44Q: 3 clusters Score -3.050483e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 462122 members 
Entering Unmasked Estep 
Score: -30505734.000000 Penalty: 4252.732422
	Iteration 45Q: 3 clusters Score -3.050573e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 464406 members 
Entering Unmasked Estep 
Score: -30506564.000000 Penalty: 4252.732422
	Iteration 46Q: 3 clusters Score -3.050656e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 466559 members 
Entering Unmasked Estep 
Score: -30507426.000000 Penalty: 4252.732422
	Iteration 47Q: 3 clusters Score -3.050743e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 468430 members 
Entering Unmasked Estep 
Score: -30507916.000000 Penalty: 4252.732422
	Iteration 48Q: 3 clusters Score -3.050792e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 470064 members 
Entering Unmasked Estep 
Score: -30508398.000000 Penalty: 4252.732422
	Iteration 49Q: 3 clusters Score -3.05084e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 471475 members 
Entering Unmasked Estep 
Score: -30508904.000000 Penalty: 4252.732422
	Iteration 50Q: 3 clusters Score -3.05089e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 472687 members 
Entering Unmasked Estep 
Score: -30509330.000000 Penalty: 4252.732422
	Iteration 51Q: 3 clusters Score -3.050933e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 473763 members 
Entering Unmasked Estep 
Score: -30509574.000000 Penalty: 4252.732422
	Iteration 52Q: 3 clusters Score -3.050957e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 474686 members 
Entering Unmasked Estep 
Score: -30509864.000000 Penalty: 4252.732422
	Iteration 53Q: 3 clusters Score -3.050986e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 475444 members 
Entering Unmasked Estep 
Score: -30510044.000000 Penalty: 4252.732422
	Iteration 54Q: 3 clusters Score -3.051004e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 476078 members 
Entering Unmasked Estep 
Score: -30510280.000000 Penalty: 4252.732422
	Iteration 55Q: 3 clusters Score -3.051028e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 476649 members 
Entering Unmasked Estep 
Score: -30510480.000000 Penalty: 4252.732422
	Iteration 56Q: 3 clusters Score -3.051048e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 477097 members 
Entering Unmasked Estep 
Score: -30510596.000000 Penalty: 4252.732422
	Iteration 57Q: 3 clusters Score -3.05106e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 477436 members 
Entering Unmasked Estep 
Score: -30510764.000000 Penalty: 4252.732422
	Iteration 58Q: 3 clusters Score -3.051076e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 477692 members 
Entering Unmasked Estep 
Score: -30510788.000000 Penalty: 4252.732422
	Iteration 59Q: 3 clusters Score -3.051079e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 477909 members 
Entering Unmasked Estep 
Score: -30510824.000000 Penalty: 4252.732422
	Iteration 60F: 3 clusters Score -3.051082e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 478103 members 
Entering Unmasked Estep 
Score: -30510880.000000 Penalty: 4252.732422
	Iteration 61Q: 3 clusters Score -3.051088e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 478276 members 
Entering Unmasked Estep 
Score: -30510916.000000 Penalty: 4252.732422
	Iteration 62Q: 3 clusters Score -3.051092e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 478405 members 
Entering Unmasked Estep 
Score: -30510952.000000 Penalty: 4252.732422
	Iteration 63Q: 3 clusters Score -3.051095e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 478504 members 
Entering Unmasked Estep 
Score: -30510950.000000 Penalty: 4252.732422
	Iteration 64Q: 3 clusters Score -3.051095e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 478614 members 
Entering Unmasked Estep 
Score: -30510958.000000 Penalty: 4252.732422
	Iteration 65Q: 3 clusters Score -3.051096e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 478711 members 
Entering Unmasked Estep 
Score: -30511002.000000 Penalty: 4252.732422
	Iteration 66Q: 3 clusters Score -3.0511e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 478796 members 
Entering Unmasked Estep 
Score: -30511038.000000 Penalty: 4252.732422
	Iteration 67Q: 3 clusters Score -3.051104e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 478876 members 
Entering Unmasked Estep 
Score: -30511038.000000 Penalty: 4252.732422
	Iteration 68Q: 3 clusters Score -3.051104e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 478937 members 
Entering Unmasked Estep 
Score: -30511056.000000 Penalty: 4252.732422
	Iteration 69Q: 3 clusters Score -3.051106e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 478970 members 
Entering Unmasked Estep 
Score: -30511068.000000 Penalty: 4252.732422
	Iteration 70Q: 3 clusters Score -3.051107e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 479000 members 
Entering Unmasked Estep 
Score: -30511068.000000 Penalty: 4252.732422
	Iteration 71Q: 3 clusters Score -3.051107e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 479025 members 
Entering Unmasked Estep 
Score: -30511078.000000 Penalty: 4252.732422
	Iteration 72Q: 3 clusters Score -3.051108e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 479052 members 
Entering Unmasked Estep 
Score: -30511108.000000 Penalty: 4252.732422
	Iteration 73Q: 3 clusters Score -3.051111e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 479073 members 
Entering Unmasked Estep 
Score: -30511118.000000 Penalty: 4252.732422
	Iteration 74Q: 3 clusters Score -3.051112e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 479097 members 
Entering Unmasked Estep 
Score: -30511148.000000 Penalty: 4252.732422
	Iteration 75Q: 3 clusters Score -3.051115e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 479120 members 
Entering Unmasked Estep 
Score: -30511126.000000 Penalty: 4252.732422
	Iteration 76Q: 3 clusters Score -3.051113e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 479140 members 
Entering Unmasked Estep 
Score: -30511128.000000 Penalty: 4252.732422
	Iteration 77Q: 3 clusters Score -3.051113e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 479154 members 
Entering Unmasked Estep 
Score: -30511152.000000 Penalty: 4252.732422
	Iteration 78Q: 3 clusters Score -3.051115e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 479170 members 
Entering Unmasked Estep 
Score: -30511142.000000 Penalty: 4252.732422
	Iteration 79Q: 3 clusters Score -3.051114e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 479185 members 
Entering Unmasked Estep 
Score: -30511152.000000 Penalty: 4252.732422
	Iteration 80F: 3 clusters Score -3.051115e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 479198 members 
Entering Unmasked Estep 
Score: -30511154.000000 Penalty: 4252.732422
	Iteration 81Q: 3 clusters Score -3.051115e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 479210 members 
Entering Unmasked Estep 
Score: -30511160.000000 Penalty: 4252.732422
	Iteration 82Q: 3 clusters Score -3.051116e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 479221 members 
Entering Unmasked Estep 
Score: -30511174.000000 Penalty: 4252.732422
	Iteration 83Q: 3 clusters Score -3.051117e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 479236 members 
Entering Unmasked Estep 
Score: -30511182.000000 Penalty: 4252.732422
	Iteration 84Q: 3 clusters Score -3.051118e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 479251 members 
Entering Unmasked Estep 
Score: -30511182.000000 Penalty: 4252.732422
	Iteration 85Q: 3 clusters Score -3.051118e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 479269 members 
Entering Unmasked Estep 
Score: -30511186.000000 Penalty: 4252.732422
	Iteration 86Q: 3 clusters Score -3.051119e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 479286 members 
Entering Unmasked Estep 
Score: -30511198.000000 Penalty: 4252.732422
	Iteration 87Q: 3 clusters Score -3.05112e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 479304 members 
Entering Unmasked Estep 
Score: -30511188.000000 Penalty: 4252.732422
	Iteration 88Q: 3 clusters Score -3.051119e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 479317 members 
Entering Unmasked Estep 
Score: -30511184.000000 Penalty: 4252.732422
	Iteration 89Q: 3 clusters Score -3.051118e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 479331 members 
Entering Unmasked Estep 
Score: -30511172.000000 Penalty: 4252.732422
	Iteration 90Q: 3 clusters Score -3.051117e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 479355 members 
Entering Unmasked Estep 
Score: -30511172.000000 Penalty: 4252.732422
	Iteration 91Q: 3 clusters Score -3.051117e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 479372 members 
Entering Unmasked Estep 
Score: -30511176.000000 Penalty: 4252.732422
	Iteration 92Q: 3 clusters Score -3.051118e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 479388 members 
Entering Unmasked Estep 
Score: -30511200.000000 Penalty: 4252.732422
	Iteration 93Q: 3 clusters Score -3.05112e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 479411 members 
Entering Unmasked Estep 
Score: -30511222.000000 Penalty: 4252.732422
	Iteration 94Q: 3 clusters Score -3.051122e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 479433 members 
Entering Unmasked Estep 
Score: -30511194.000000 Penalty: 4252.732422
	Iteration 95Q: 3 clusters Score -3.051119e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 479450 members 
Entering Unmasked Estep 
Score: -30511188.000000 Penalty: 4252.732422
	Iteration 96Q: 3 clusters Score -3.051119e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 479473 members 
Entering Unmasked Estep 
Score: -30511174.000000 Penalty: 4252.732422
	Iteration 97Q: 3 clusters Score -3.051117e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 479490 members 
Entering Unmasked Estep 
Score: -30511172.000000 Penalty: 4252.732422
	Iteration 98Q: 3 clusters Score -3.051117e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 479513 members 
Entering Unmasked Estep 
Score: -30511148.000000 Penalty: 4252.732422
	Iteration 99Q: 3 clusters Score -3.051115e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 479528 members 
Entering Unmasked Estep 
Score: -30511134.000000 Penalty: 4252.732422
	Iteration 100F: 3 clusters Score -3.051113e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 479544 members 
Entering Unmasked Estep 
Score: -30511140.000000 Penalty: 4252.732422
	Iteration 101Q: 3 clusters Score -3.051114e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 479563 members 
Entering Unmasked Estep 
Score: -30511154.000000 Penalty: 4252.732422
	Iteration 102Q: 3 clusters Score -3.051115e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 479579 members 
Entering Unmasked Estep 
Score: -30511136.000000 Penalty: 4252.732422
	Iteration 103Q: 3 clusters Score -3.051114e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 479587 members 
Entering Unmasked Estep 
Score: -30511144.000000 Penalty: 4252.732422
	Iteration 104Q: 3 clusters Score -3.051114e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 479592 members 
Entering Unmasked Estep 
Score: -30511148.000000 Penalty: 4252.732422
	Iteration 105Q: 3 clusters Score -3.051115e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 479596 members 
Entering Unmasked Estep 
Score: -30511126.000000 Penalty: 4252.732422
	Iteration 106Q: 3 clusters Score -3.051113e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 479609 members 
Entering Unmasked Estep 
Score: -30511154.000000 Penalty: 4252.732422
	Iteration 107Q: 3 clusters Score -3.051115e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 479615 members 
Entering Unmasked Estep 
Score: -30511162.000000 Penalty: 4252.732422
	Iteration 108Q: 3 clusters Score -3.051116e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 479623 members 
Entering Unmasked Estep 
Score: -30511162.000000 Penalty: 4252.732422
	Iteration 109Q: 3 clusters Score -3.051116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 479630 members 
Entering Unmasked Estep 
Score: -30511172.000000 Penalty: 4252.732422
	Iteration 110Q: 3 clusters Score -3.051117e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 479634 members 
Entering Unmasked Estep 
Score: -30511168.000000 Penalty: 4252.732422
	Iteration 111Q: 3 clusters Score -3.051117e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 479645 members 
Entering Unmasked Estep 
Score: -30511180.000000 Penalty: 4252.732422
	Iteration 112Q: 3 clusters Score -3.051118e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 479656 members 
Entering Unmasked Estep 
Score: -30511178.000000 Penalty: 4252.732422
	Iteration 113Q: 3 clusters Score -3.051118e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 479662 members 
Entering Unmasked Estep 
Score: -30511170.000000 Penalty: 4252.732422
	Iteration 114Q: 3 clusters Score -3.051117e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 479666 members 
Entering Unmasked Estep 
Score: -30511174.000000 Penalty: 4252.732422
	Iteration 115Q: 3 clusters Score -3.051117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 479668 members 
Entering Unmasked Estep 
Score: -30511164.000000 Penalty: 4252.732422
	Iteration 116Q: 3 clusters Score -3.051116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 479674 members 
Entering Unmasked Estep 
Score: -30511164.000000 Penalty: 4252.732422
	Iteration 117Q: 3 clusters Score -3.051116e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 479682 members 
Entering Unmasked Estep 
Score: -30511172.000000 Penalty: 4252.732422
	Iteration 118Q: 3 clusters Score -3.051117e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 479689 members 
Entering Unmasked Estep 
Score: -30511168.000000 Penalty: 4252.732422
	Iteration 119Q: 3 clusters Score -3.051117e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 479693 members 
Entering Unmasked Estep 
Score: -30511170.000000 Penalty: 4252.732422
	Iteration 120F: 3 clusters Score -3.051117e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 479698 members 
Entering Unmasked Estep 
Score: -30511138.000000 Penalty: 4252.732422
	Iteration 121Q: 3 clusters Score -3.051114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 479699 members 
Entering Unmasked Estep 
Score: -30511142.000000 Penalty: 4252.732422
	Iteration 122Q: 3 clusters Score -3.051114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 479701 members 
Entering Unmasked Estep 
Score: -30511144.000000 Penalty: 4252.732422
	Iteration 123Q: 3 clusters Score -3.051114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 479705 members 
Entering Unmasked Estep 
Score: -30511140.000000 Penalty: 4252.732422
	Iteration 124Q: 3 clusters Score -3.051114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 479705 members 
Entering Unmasked Estep 
Score: -30511148.000000 Penalty: 4252.732422
	Iteration 125Q: 3 clusters Score -3.051115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 479705 members 
Entering Unmasked Estep 
Score: -30511134.000000 Penalty: 4252.732422
	Iteration 126Q: 3 clusters Score -3.051113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 479705 members 
Entering Unmasked Estep 
Score: -30511134.000000 Penalty: 4252.732422
	Iteration 127F: 3 clusters Score -3.051113e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Entering Unmasked Estep 
Score: -979959.625000 Penalty: 1561.295898
	Iteration 0F: 2 clusters Score -979959.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -969565.375000 Penalty: 3122.591797
	Iteration 0F: 3 clusters Score -969565.4 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -973064.125000 Penalty: 3122.591797
	Iteration 1F: 3 clusters Score -973064.1 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -973352.875000 Penalty: 3122.591797
	Iteration 2Q: 3 clusters Score -973352.9 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -973678.250000 Penalty: 3122.591797
	Iteration 3Q: 3 clusters Score -973678.2 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -974093.687500 Penalty: 3122.591797
	Iteration 4F: 3 clusters Score -974093.7 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -974649.562500 Penalty: 3122.591797
	Iteration 5F: 3 clusters Score -974649.6 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -975445.562500 Penalty: 3122.591797
	Iteration 6F: 3 clusters Score -975445.6 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -976367.812500 Penalty: 3122.591797
	Iteration 7F: 3 clusters Score -976367.8 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -977175.062500 Penalty: 3122.591797
	Iteration 8F: 3 clusters Score -977175.1 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -977723.187500 Penalty: 3122.591797
	Iteration 9F: 3 clusters Score -977723.2 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -978071.250000 Penalty: 3122.591797
	Iteration 10Q: 3 clusters Score -978071.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -978263.625000 Penalty: 3122.591797
	Iteration 11Q: 3 clusters Score -978263.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -978379.500000 Penalty: 3122.591797
	Iteration 12Q: 3 clusters Score -978379.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -978451.937500 Penalty: 3122.591797
	Iteration 13Q: 3 clusters Score -978451.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -978504.625000 Penalty: 3122.591797
	Iteration 14Q: 3 clusters Score -978504.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -978554.000000 Penalty: 3122.591797
	Iteration 15Q: 3 clusters Score -978554 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -978590.687500 Penalty: 3122.591797
	Iteration 16Q: 3 clusters Score -978590.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -978617.250000 Penalty: 3122.591797
	Iteration 17Q: 3 clusters Score -978617.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -978638.437500 Penalty: 3122.591797
	Iteration 18Q: 3 clusters Score -978638.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -978661.062500 Penalty: 3122.591797
	Iteration 19Q: 3 clusters Score -978661.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -978671.812500 Penalty: 3122.591797
	Iteration 20F: 3 clusters Score -978671.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -978679.562500 Penalty: 3122.591797
	Iteration 21Q: 3 clusters Score -978679.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -978685.062500 Penalty: 3122.591797
	Iteration 22Q: 3 clusters Score -978685.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -978691.187500 Penalty: 3122.591797
	Iteration 23Q: 3 clusters Score -978691.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -978696.875000 Penalty: 3122.591797
	Iteration 24Q: 3 clusters Score -978696.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -978701.000000 Penalty: 3122.591797
	Iteration 25Q: 3 clusters Score -978701 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -978700.625000 Penalty: 3122.591797
	Iteration 26Q: 3 clusters Score -978700.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -978704.625000 Penalty: 3122.591797
	Iteration 27Q: 3 clusters Score -978704.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -978707.187500 Penalty: 3122.591797
	Iteration 28Q: 3 clusters Score -978707.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -978711.187500 Penalty: 3122.591797
	Iteration 29Q: 3 clusters Score -978711.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -978710.000000 Penalty: 3122.591797
	Iteration 30Q: 3 clusters Score -978710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -978713.625000 Penalty: 3122.591797
	Iteration 31Q: 3 clusters Score -978713.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -978718.312500 Penalty: 3122.591797
	Iteration 32Q: 3 clusters Score -978718.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -978721.062500 Penalty: 3122.591797
	Iteration 33Q: 3 clusters Score -978721.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -978725.500000 Penalty: 3122.591797
	Iteration 34Q: 3 clusters Score -978725.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -978728.937500 Penalty: 3122.591797
	Iteration 35Q: 3 clusters Score -978728.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -978731.875000 Penalty: 3122.591797
	Iteration 36Q: 3 clusters Score -978731.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -978731.812500 Penalty: 3122.591797
	Iteration 37Q: 3 clusters Score -978731.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -978734.125000 Penalty: 3122.591797
	Iteration 38Q: 3 clusters Score -978734.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -978736.750000 Penalty: 3122.591797
	Iteration 39Q: 3 clusters Score -978736.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -978736.750000 Penalty: 3122.591797
	Iteration 40F: 3 clusters Score -978736.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -978737.062500 Penalty: 3122.591797
	Iteration 41Q: 3 clusters Score -978737.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -978734.937500 Penalty: 3122.591797
	Iteration 42Q: 3 clusters Score -978734.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -978735.687500 Penalty: 3122.591797
	Iteration 43Q: 3 clusters Score -978735.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -978735.687500 Penalty: 3122.591797
	Iteration 44F: 3 clusters Score -978735.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Entering Unmasked Estep 
Score: -986288.937500 Penalty: 1569.045898
	Iteration 0F: 2 clusters Score -986288.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -975481.500000 Penalty: 3138.091797
	Iteration 0F: 3 clusters Score -975481.5 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -979402.062500 Penalty: 3138.091797
	Iteration 1F: 3 clusters Score -979402.1 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -979878.437500 Penalty: 3138.091797
	Iteration 2F: 3 clusters Score -979878.4 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -980367.437500 Penalty: 3138.091797
	Iteration 3F: 3 clusters Score -980367.4 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -980855.687500 Penalty: 3138.091797
	Iteration 4F: 3 clusters Score -980855.7 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -981396.562500 Penalty: 3138.091797
	Iteration 5F: 3 clusters Score -981396.6 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -982057.750000 Penalty: 3138.091797
	Iteration 6F: 3 clusters Score -982057.8 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -982796.687500 Penalty: 3138.091797
	Iteration 7F: 3 clusters Score -982796.7 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -983465.125000 Penalty: 3138.091797
	Iteration 8F: 3 clusters Score -983465.1 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -983995.250000 Penalty: 3138.091797
	Iteration 9Q: 3 clusters Score -983995.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -984388.500000 Penalty: 3138.091797
	Iteration 10Q: 3 clusters Score -984388.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -984722.000000 Penalty: 3138.091797
	Iteration 11Q: 3 clusters Score -984722 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -984909.687500 Penalty: 3138.091797
	Iteration 12Q: 3 clusters Score -984909.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -985012.937500 Penalty: 3138.091797
	Iteration 13Q: 3 clusters Score -985012.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -985066.375000 Penalty: 3138.091797
	Iteration 14Q: 3 clusters Score -985066.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -985112.312500 Penalty: 3138.091797
	Iteration 15Q: 3 clusters Score -985112.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -985141.312500 Penalty: 3138.091797
	Iteration 16Q: 3 clusters Score -985141.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -985156.750000 Penalty: 3138.091797
	Iteration 17Q: 3 clusters Score -985156.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -985171.062500 Penalty: 3138.091797
	Iteration 18Q: 3 clusters Score -985171.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -985182.125000 Penalty: 3138.091797
	Iteration 19Q: 3 clusters Score -985182.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -985188.812500 Penalty: 3138.091797
	Iteration 20F: 3 clusters Score -985188.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -985195.062500 Penalty: 3138.091797
	Iteration 21Q: 3 clusters Score -985195.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -985199.875000 Penalty: 3138.091797
	Iteration 22Q: 3 clusters Score -985199.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -985202.062500 Penalty: 3138.091797
	Iteration 23Q: 3 clusters Score -985202.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -985202.125000 Penalty: 3138.091797
	Iteration 24Q: 3 clusters Score -985202.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -985202.875000 Penalty: 3138.091797
	Iteration 25Q: 3 clusters Score -985202.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -985201.625000 Penalty: 3138.091797
	Iteration 26Q: 3 clusters Score -985201.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -985202.937500 Penalty: 3138.091797
	Iteration 27Q: 3 clusters Score -985202.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -985203.375000 Penalty: 3138.091797
	Iteration 28Q: 3 clusters Score -985203.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -985203.375000 Penalty: 3138.091797
	Iteration 29F: 3 clusters Score -985203.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Entering Unmasked Estep 
Score: -79584.078125 Penalty: 1180.632324
	Iteration 0F: 2 clusters Score -79584.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -77889.703125 Penalty: 2361.264648
	Iteration 0F: 3 clusters Score -77889.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -78302.281250 Penalty: 2361.264648
	Iteration 1F: 3 clusters Score -78302.28 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -78478.398438 Penalty: 2361.264648
	Iteration 2F: 3 clusters Score -78478.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -78575.210938 Penalty: 2361.264648
	Iteration 3F: 3 clusters Score -78575.21 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -78634.890625 Penalty: 2361.264648
	Iteration 4Q: 3 clusters Score -78634.89 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -78678.679688 Penalty: 2361.264648
	Iteration 5Q: 3 clusters Score -78678.68 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -78700.921875 Penalty: 2361.264648
	Iteration 6Q: 3 clusters Score -78700.92 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -78722.140625 Penalty: 2361.264648
	Iteration 7Q: 3 clusters Score -78722.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -78734.375000 Penalty: 2361.264648
	Iteration 8Q: 3 clusters Score -78734.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -78745.945312 Penalty: 2361.264648
	Iteration 9Q: 3 clusters Score -78745.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -78758.867188 Penalty: 2361.264648
	Iteration 10Q: 3 clusters Score -78758.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -78770.875000 Penalty: 2361.264648
	Iteration 11Q: 3 clusters Score -78770.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -78783.460938 Penalty: 2361.264648
	Iteration 12Q: 3 clusters Score -78783.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -78802.710938 Penalty: 2361.264648
	Iteration 13Q: 3 clusters Score -78802.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -78816.296875 Penalty: 2361.264648
	Iteration 14Q: 3 clusters Score -78816.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -78826.078125 Penalty: 2361.264648
	Iteration 15Q: 3 clusters Score -78826.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -78832.117188 Penalty: 2361.264648
	Iteration 16Q: 3 clusters Score -78832.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -78840.679688 Penalty: 2361.264648
	Iteration 17Q: 3 clusters Score -78840.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -78843.515625 Penalty: 2361.264648
	Iteration 18Q: 3 clusters Score -78843.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -78843.515625 Penalty: 2361.264648
	Iteration 19F: 3 clusters Score -78843.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Entering Unmasked Estep 
Score: -485523.406250 Penalty: 1458.354858
	Iteration 0F: 2 clusters Score -485523.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -479725.250000 Penalty: 2916.709717
	Iteration 0F: 3 clusters Score -479725.2 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -481464.968750 Penalty: 2916.709717
	Iteration 1F: 3 clusters Score -481465 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -481709.468750 Penalty: 2916.709717
	Iteration 2F: 3 clusters Score -481709.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -481893.968750 Penalty: 2916.709717
	Iteration 3F: 3 clusters Score -481894 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -482052.750000 Penalty: 2916.709717
	Iteration 4Q: 3 clusters Score -482052.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -482202.656250 Penalty: 2916.709717
	Iteration 5Q: 3 clusters Score -482202.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -482361.843750 Penalty: 2916.709717
	Iteration 6Q: 3 clusters Score -482361.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -482494.093750 Penalty: 2916.709717
	Iteration 7Q: 3 clusters Score -482494.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -482607.500000 Penalty: 2916.709717
	Iteration 8Q: 3 clusters Score -482607.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -482722.281250 Penalty: 2916.709717
	Iteration 9Q: 3 clusters Score -482722.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -482826.593750 Penalty: 2916.709717
	Iteration 10Q: 3 clusters Score -482826.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -482936.781250 Penalty: 2916.709717
	Iteration 11Q: 3 clusters Score -482936.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -483066.468750 Penalty: 2916.709717
	Iteration 12Q: 3 clusters Score -483066.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -483212.468750 Penalty: 2916.709717
	Iteration 13Q: 3 clusters Score -483212.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -483332.156250 Penalty: 2916.709717
	Iteration 14Q: 3 clusters Score -483332.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -483427.750000 Penalty: 2916.709717
	Iteration 15Q: 3 clusters Score -483427.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -483508.343750 Penalty: 2916.709717
	Iteration 16Q: 3 clusters Score -483508.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -483578.750000 Penalty: 2916.709717
	Iteration 17Q: 3 clusters Score -483578.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -483659.125000 Penalty: 2916.709717
	Iteration 18Q: 3 clusters Score -483659.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -483758.312500 Penalty: 2916.709717
	Iteration 19Q: 3 clusters Score -483758.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -483848.125000 Penalty: 2916.709717
	Iteration 20F: 3 clusters Score -483848.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -483927.468750 Penalty: 2916.709717
	Iteration 21Q: 3 clusters Score -483927.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -484004.093750 Penalty: 2916.709717
	Iteration 22Q: 3 clusters Score -484004.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -484066.625000 Penalty: 2916.709717
	Iteration 23Q: 3 clusters Score -484066.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -484098.937500 Penalty: 2916.709717
	Iteration 24Q: 3 clusters Score -484098.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -484117.875000 Penalty: 2916.709717
	Iteration 25Q: 3 clusters Score -484117.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -484136.593750 Penalty: 2916.709717
	Iteration 26Q: 3 clusters Score -484136.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -484152.156250 Penalty: 2916.709717
	Iteration 27Q: 3 clusters Score -484152.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -484166.062500 Penalty: 2916.709717
	Iteration 28Q: 3 clusters Score -484166.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -484178.093750 Penalty: 2916.709717
	Iteration 29Q: 3 clusters Score -484178.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -484189.375000 Penalty: 2916.709717
	Iteration 30Q: 3 clusters Score -484189.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -484196.968750 Penalty: 2916.709717
	Iteration 31Q: 3 clusters Score -484197 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -484201.156250 Penalty: 2916.709717
	Iteration 32Q: 3 clusters Score -484201.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -484208.093750 Penalty: 2916.709717
	Iteration 33Q: 3 clusters Score -484208.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -484209.750000 Penalty: 2916.709717
	Iteration 34Q: 3 clusters Score -484209.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -484212.656250 Penalty: 2916.709717
	Iteration 35Q: 3 clusters Score -484212.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -484214.218750 Penalty: 2916.709717
	Iteration 36Q: 3 clusters Score -484214.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -484215.218750 Penalty: 2916.709717
	Iteration 37Q: 3 clusters Score -484215.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -484214.781250 Penalty: 2916.709717
	Iteration 38Q: 3 clusters Score -484214.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -484217.375000 Penalty: 2916.709717
	Iteration 39Q: 3 clusters Score -484217.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -484216.781250 Penalty: 2916.709717
	Iteration 40F: 3 clusters Score -484216.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -484221.843750 Penalty: 2916.709717
	Iteration 41Q: 3 clusters Score -484221.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -484225.187500 Penalty: 2916.709717
	Iteration 42Q: 3 clusters Score -484225.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -484229.250000 Penalty: 2916.709717
	Iteration 43Q: 3 clusters Score -484229.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -484232.500000 Penalty: 2916.709717
	Iteration 44Q: 3 clusters Score -484232.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -484237.187500 Penalty: 2916.709717
	Iteration 45Q: 3 clusters Score -484237.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -484240.937500 Penalty: 2916.709717
	Iteration 46Q: 3 clusters Score -484240.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -484242.875000 Penalty: 2916.709717
	Iteration 47Q: 3 clusters Score -484242.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -484244.937500 Penalty: 2916.709717
	Iteration 48Q: 3 clusters Score -484244.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -484246.312500 Penalty: 2916.709717
	Iteration 49Q: 3 clusters Score -484246.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -484248.312500 Penalty: 2916.709717
	Iteration 50Q: 3 clusters Score -484248.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -484250.156250 Penalty: 2916.709717
	Iteration 51Q: 3 clusters Score -484250.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -484252.843750 Penalty: 2916.709717
	Iteration 52Q: 3 clusters Score -484252.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -484256.656250 Penalty: 2916.709717
	Iteration 53Q: 3 clusters Score -484256.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -484260.750000 Penalty: 2916.709717
	Iteration 54Q: 3 clusters Score -484260.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -484265.500000 Penalty: 2916.709717
	Iteration 55Q: 3 clusters Score -484265.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -484268.656250 Penalty: 2916.709717
	Iteration 56Q: 3 clusters Score -484268.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -484270.000000 Penalty: 2916.709717
	Iteration 57Q: 3 clusters Score -484270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -484272.500000 Penalty: 2916.709717
	Iteration 58Q: 3 clusters Score -484272.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -484274.562500 Penalty: 2916.709717
	Iteration 59Q: 3 clusters Score -484274.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -484275.968750 Penalty: 2916.709717
	Iteration 60F: 3 clusters Score -484276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -484277.468750 Penalty: 2916.709717
	Iteration 61Q: 3 clusters Score -484277.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -484279.968750 Penalty: 2916.709717
	Iteration 62Q: 3 clusters Score -484280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -484280.500000 Penalty: 2916.709717
	Iteration 63Q: 3 clusters Score -484280.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -484282.593750 Penalty: 2916.709717
	Iteration 64Q: 3 clusters Score -484282.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -484283.625000 Penalty: 2916.709717
	Iteration 65Q: 3 clusters Score -484283.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -484285.750000 Penalty: 2916.709717
	Iteration 66Q: 3 clusters Score -484285.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -484289.625000 Penalty: 2916.709717
	Iteration 67Q: 3 clusters Score -484289.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -484293.062500 Penalty: 2916.709717
	Iteration 68Q: 3 clusters Score -484293.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -484296.531250 Penalty: 2916.709717
	Iteration 69Q: 3 clusters Score -484296.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -484298.093750 Penalty: 2916.709717
	Iteration 70Q: 3 clusters Score -484298.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -484302.218750 Penalty: 2916.709717
	Iteration 71Q: 3 clusters Score -484302.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -484305.031250 Penalty: 2916.709717
	Iteration 72Q: 3 clusters Score -484305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -484309.062500 Penalty: 2916.709717
	Iteration 73Q: 3 clusters Score -484309.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -484314.718750 Penalty: 2916.709717
	Iteration 74Q: 3 clusters Score -484314.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -484317.968750 Penalty: 2916.709717
	Iteration 75Q: 3 clusters Score -484318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -484320.718750 Penalty: 2916.709717
	Iteration 76Q: 3 clusters Score -484320.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -484325.437500 Penalty: 2916.709717
	Iteration 77Q: 3 clusters Score -484325.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -484327.375000 Penalty: 2916.709717
	Iteration 78Q: 3 clusters Score -484327.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -484334.093750 Penalty: 2916.709717
	Iteration 79Q: 3 clusters Score -484334.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -484338.875000 Penalty: 2916.709717
	Iteration 80F: 3 clusters Score -484338.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -484341.968750 Penalty: 2916.709717
	Iteration 81Q: 3 clusters Score -484342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -484344.593750 Penalty: 2916.709717
	Iteration 82Q: 3 clusters Score -484344.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -484347.281250 Penalty: 2916.709717
	Iteration 83Q: 3 clusters Score -484347.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -484350.218750 Penalty: 2916.709717
	Iteration 84Q: 3 clusters Score -484350.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -484354.781250 Penalty: 2916.709717
	Iteration 85Q: 3 clusters Score -484354.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -484359.843750 Penalty: 2916.709717
	Iteration 86Q: 3 clusters Score -484359.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -484367.406250 Penalty: 2916.709717
	Iteration 87Q: 3 clusters Score -484367.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -484374.625000 Penalty: 2916.709717
	Iteration 88Q: 3 clusters Score -484374.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -484374.781250 Penalty: 2916.709717
	Iteration 89Q: 3 clusters Score -484374.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -484378.625000 Penalty: 2916.709717
	Iteration 90Q: 3 clusters Score -484378.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -484381.625000 Penalty: 2916.709717
	Iteration 91Q: 3 clusters Score -484381.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -484383.156250 Penalty: 2916.709717
	Iteration 92Q: 3 clusters Score -484383.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -484385.625000 Penalty: 2916.709717
	Iteration 93Q: 3 clusters Score -484385.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -484387.156250 Penalty: 2916.709717
	Iteration 94Q: 3 clusters Score -484387.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -484388.593750 Penalty: 2916.709717
	Iteration 95Q: 3 clusters Score -484388.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -484389.468750 Penalty: 2916.709717
	Iteration 96Q: 3 clusters Score -484389.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -484390.593750 Penalty: 2916.709717
	Iteration 97Q: 3 clusters Score -484390.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -484390.125000 Penalty: 2916.709717
	Iteration 98Q: 3 clusters Score -484390.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -484389.906250 Penalty: 2916.709717
	Iteration 99Q: 3 clusters Score -484389.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -484389.906250 Penalty: 2916.709717
	Iteration 100F: 3 clusters Score -484389.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Entering Unmasked Estep 
Score: -349333.437500 Penalty: 1406.783569
	Iteration 0F: 2 clusters Score -349333.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -344925.656250 Penalty: 2813.567139
	Iteration 0F: 3 clusters Score -344925.7 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -346227.406250 Penalty: 2813.567139
	Iteration 1F: 3 clusters Score -346227.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -346466.875000 Penalty: 2813.567139
	Iteration 2F: 3 clusters Score -346466.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -346698.812500 Penalty: 2813.567139
	Iteration 3F: 3 clusters Score -346698.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -346925.718750 Penalty: 2813.567139
	Iteration 4F: 3 clusters Score -346925.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -347129.531250 Penalty: 2813.567139
	Iteration 5Q: 3 clusters Score -347129.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -347293.781250 Penalty: 2813.567139
	Iteration 6Q: 3 clusters Score -347293.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -347426.718750 Penalty: 2813.567139
	Iteration 7Q: 3 clusters Score -347426.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -347515.750000 Penalty: 2813.567139
	Iteration 8Q: 3 clusters Score -347515.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -347581.718750 Penalty: 2813.567139
	Iteration 9Q: 3 clusters Score -347581.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -347645.281250 Penalty: 2813.567139
	Iteration 10Q: 3 clusters Score -347645.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -347699.000000 Penalty: 2813.567139
	Iteration 11Q: 3 clusters Score -347699 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -347741.312500 Penalty: 2813.567139
	Iteration 12Q: 3 clusters Score -347741.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -347779.531250 Penalty: 2813.567139
	Iteration 13Q: 3 clusters Score -347779.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -347821.687500 Penalty: 2813.567139
	Iteration 14Q: 3 clusters Score -347821.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -347874.031250 Penalty: 2813.567139
	Iteration 15Q: 3 clusters Score -347874 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -347939.093750 Penalty: 2813.567139
	Iteration 16Q: 3 clusters Score -347939.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -348006.281250 Penalty: 2813.567139
	Iteration 17Q: 3 clusters Score -348006.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -348078.625000 Penalty: 2813.567139
	Iteration 18Q: 3 clusters Score -348078.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -348164.750000 Penalty: 2813.567139
	Iteration 19Q: 3 clusters Score -348164.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -348252.250000 Penalty: 2813.567139
	Iteration 20F: 3 clusters Score -348252.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -348356.281250 Penalty: 2813.567139
	Iteration 21Q: 3 clusters Score -348356.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -348479.968750 Penalty: 2813.567139
	Iteration 22Q: 3 clusters Score -348480 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -348593.125000 Penalty: 2813.567139
	Iteration 23Q: 3 clusters Score -348593.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -348712.312500 Penalty: 2813.567139
	Iteration 24Q: 3 clusters Score -348712.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -348817.687500 Penalty: 2813.567139
	Iteration 25Q: 3 clusters Score -348817.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -348903.531250 Penalty: 2813.567139
	Iteration 26Q: 3 clusters Score -348903.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -348961.781250 Penalty: 2813.567139
	Iteration 27Q: 3 clusters Score -348961.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -349000.656250 Penalty: 2813.567139
	Iteration 28Q: 3 clusters Score -349000.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -349026.906250 Penalty: 2813.567139
	Iteration 29Q: 3 clusters Score -349026.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -349046.437500 Penalty: 2813.567139
	Iteration 30Q: 3 clusters Score -349046.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -349061.062500 Penalty: 2813.567139
	Iteration 31Q: 3 clusters Score -349061.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -349067.875000 Penalty: 2813.567139
	Iteration 32Q: 3 clusters Score -349067.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -349072.281250 Penalty: 2813.567139
	Iteration 33Q: 3 clusters Score -349072.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -349076.062500 Penalty: 2813.567139
	Iteration 34Q: 3 clusters Score -349076.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -349079.281250 Penalty: 2813.567139
	Iteration 35Q: 3 clusters Score -349079.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -349080.843750 Penalty: 2813.567139
	Iteration 36Q: 3 clusters Score -349080.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -349082.843750 Penalty: 2813.567139
	Iteration 37Q: 3 clusters Score -349082.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -349083.687500 Penalty: 2813.567139
	Iteration 38Q: 3 clusters Score -349083.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -349084.656250 Penalty: 2813.567139
	Iteration 39Q: 3 clusters Score -349084.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -349088.812500 Penalty: 2813.567139
	Iteration 40F: 3 clusters Score -349088.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -349089.312500 Penalty: 2813.567139
	Iteration 41Q: 3 clusters Score -349089.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -349091.500000 Penalty: 2813.567139
	Iteration 42Q: 3 clusters Score -349091.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -349092.593750 Penalty: 2813.567139
	Iteration 43Q: 3 clusters Score -349092.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -349094.625000 Penalty: 2813.567139
	Iteration 44Q: 3 clusters Score -349094.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -349095.093750 Penalty: 2813.567139
	Iteration 45Q: 3 clusters Score -349095.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -349095.718750 Penalty: 2813.567139
	Iteration 46Q: 3 clusters Score -349095.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -349097.093750 Penalty: 2813.567139
	Iteration 47Q: 3 clusters Score -349097.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -349097.156250 Penalty: 2813.567139
	Iteration 48Q: 3 clusters Score -349097.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -349099.125000 Penalty: 2813.567139
	Iteration 49Q: 3 clusters Score -349099.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -349100.375000 Penalty: 2813.567139
	Iteration 50Q: 3 clusters Score -349100.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -349101.593750 Penalty: 2813.567139
	Iteration 51Q: 3 clusters Score -349101.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -349104.062500 Penalty: 2813.567139
	Iteration 52Q: 3 clusters Score -349104.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -349104.593750 Penalty: 2813.567139
	Iteration 53Q: 3 clusters Score -349104.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -349105.843750 Penalty: 2813.567139
	Iteration 54Q: 3 clusters Score -349105.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -349105.687500 Penalty: 2813.567139
	Iteration 55Q: 3 clusters Score -349105.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -349105.687500 Penalty: 2813.567139
	Iteration 56F: 3 clusters Score -349105.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Entering Unmasked Estep 
Score: -2404519.000000 Penalty: 1709.565186
	Iteration 0F: 2 clusters Score -2404519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2379734.500000 Penalty: 3419.130371
	Iteration 0F: 3 clusters Score -2379734 nChanged 17085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -2389606.750000 Penalty: 3419.130371
	Iteration 1F: 3 clusters Score -2389607 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -2390490.250000 Penalty: 3419.130371
	Iteration 2F: 3 clusters Score -2390490 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -2391615.500000 Penalty: 3419.130371
	Iteration 3F: 3 clusters Score -2391616 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -2393119.500000 Penalty: 3419.130371
	Iteration 4F: 3 clusters Score -2393120 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -2394907.000000 Penalty: 3419.130371
	Iteration 5F: 3 clusters Score -2394907 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -2396698.250000 Penalty: 3419.130371
	Iteration 6F: 3 clusters Score -2396698 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 27972 members 
Entering Unmasked Estep 
Score: -2398278.750000 Penalty: 3419.130371
	Iteration 7F: 3 clusters Score -2398279 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -2399375.000000 Penalty: 3419.130371
	Iteration 8Q: 3 clusters Score -2399375 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -2400140.500000 Penalty: 3419.130371
	Iteration 9Q: 3 clusters Score -2400140 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -2400692.000000 Penalty: 3419.130371
	Iteration 10Q: 3 clusters Score -2400692 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -2401100.250000 Penalty: 3419.130371
	Iteration 11Q: 3 clusters Score -2401100 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -2401436.250000 Penalty: 3419.130371
	Iteration 12Q: 3 clusters Score -2401436 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -2401708.500000 Penalty: 3419.130371
	Iteration 13Q: 3 clusters Score -2401708 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -2401931.250000 Penalty: 3419.130371
	Iteration 14Q: 3 clusters Score -2401931 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -2402126.500000 Penalty: 3419.130371
	Iteration 15Q: 3 clusters Score -2402126 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -2402306.500000 Penalty: 3419.130371
	Iteration 16Q: 3 clusters Score -2402306 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -2402444.500000 Penalty: 3419.130371
	Iteration 17Q: 3 clusters Score -2402444 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -2402577.750000 Penalty: 3419.130371
	Iteration 18Q: 3 clusters Score -2402578 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -2402675.250000 Penalty: 3419.130371
	Iteration 19Q: 3 clusters Score -2402675 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -2402746.750000 Penalty: 3419.130371
	Iteration 20F: 3 clusters Score -2402747 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -2402829.500000 Penalty: 3419.130371
	Iteration 21Q: 3 clusters Score -2402830 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -2402879.250000 Penalty: 3419.130371
	Iteration 22Q: 3 clusters Score -2402879 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -2402929.000000 Penalty: 3419.130371
	Iteration 23Q: 3 clusters Score -2402929 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -2402969.500000 Penalty: 3419.130371
	Iteration 24Q: 3 clusters Score -2402970 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -2403011.250000 Penalty: 3419.130371
	Iteration 25Q: 3 clusters Score -2403011 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -2403051.250000 Penalty: 3419.130371
	Iteration 26Q: 3 clusters Score -2403051 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -2403069.000000 Penalty: 3419.130371
	Iteration 27Q: 3 clusters Score -2403069 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -2403088.500000 Penalty: 3419.130371
	Iteration 28Q: 3 clusters Score -2403088 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -2403104.250000 Penalty: 3419.130371
	Iteration 29Q: 3 clusters Score -2403104 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -2403117.250000 Penalty: 3419.130371
	Iteration 30Q: 3 clusters Score -2403117 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -2403129.000000 Penalty: 3419.130371
	Iteration 31Q: 3 clusters Score -2403129 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -2403138.750000 Penalty: 3419.130371
	Iteration 32Q: 3 clusters Score -2403139 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -2403144.000000 Penalty: 3419.130371
	Iteration 33Q: 3 clusters Score -2403144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -2403147.000000 Penalty: 3419.130371
	Iteration 34Q: 3 clusters Score -2403147 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -2403159.500000 Penalty: 3419.130371
	Iteration 35Q: 3 clusters Score -2403160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -2403163.250000 Penalty: 3419.130371
	Iteration 36Q: 3 clusters Score -2403163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -2403163.250000 Penalty: 3419.130371
	Iteration 37Q: 3 clusters Score -2403163 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
Score: -2403170.000000 Penalty: 3419.130371
	Iteration 38Q: 3 clusters Score -2403170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -2403177.500000 Penalty: 3419.130371
	Iteration 39Q: 3 clusters Score -2403178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -2403180.000000 Penalty: 3419.130371
	Iteration 40F: 3 clusters Score -2403180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -2403184.000000 Penalty: 3419.130371
	Iteration 41Q: 3 clusters Score -2403184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -2403187.500000 Penalty: 3419.130371
	Iteration 42Q: 3 clusters Score -2403188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -2403193.500000 Penalty: 3419.130371
	Iteration 43Q: 3 clusters Score -2403194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -2403194.000000 Penalty: 3419.130371
	Iteration 44Q: 3 clusters Score -2403194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -2403194.500000 Penalty: 3419.130371
	Iteration 45Q: 3 clusters Score -2403194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -2403205.500000 Penalty: 3419.130371
	Iteration 46Q: 3 clusters Score -2403206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -2403205.750000 Penalty: 3419.130371
	Iteration 47Q: 3 clusters Score -2403206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -2403205.500000 Penalty: 3419.130371
	Iteration 48Q: 3 clusters Score -2403206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -2403205.000000 Penalty: 3419.130371
	Iteration 49Q: 3 clusters Score -2403205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -2403202.250000 Penalty: 3419.130371
	Iteration 50Q: 3 clusters Score -2403202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -2403206.750000 Penalty: 3419.130371
	Iteration 51Q: 3 clusters Score -2403207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -2403208.000000 Penalty: 3419.130371
	Iteration 52Q: 3 clusters Score -2403208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -2403209.500000 Penalty: 3419.130371
	Iteration 53Q: 3 clusters Score -2403210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -2403214.000000 Penalty: 3419.130371
	Iteration 54Q: 3 clusters Score -2403214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -2403215.250000 Penalty: 3419.130371
	Iteration 55Q: 3 clusters Score -2403215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -2403213.750000 Penalty: 3419.130371
	Iteration 56Q: 3 clusters Score -2403214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -2403215.250000 Penalty: 3419.130371
	Iteration 57Q: 3 clusters Score -2403215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -2403218.750000 Penalty: 3419.130371
	Iteration 58Q: 3 clusters Score -2403219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -2403217.500000 Penalty: 3419.130371
	Iteration 59Q: 3 clusters Score -2403218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -2403214.000000 Penalty: 3419.130371
	Iteration 60F: 3 clusters Score -2403214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -2403214.750000 Penalty: 3419.130371
	Iteration 61Q: 3 clusters Score -2403215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -2403215.250000 Penalty: 3419.130371
	Iteration 62Q: 3 clusters Score -2403215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -2403215.750000 Penalty: 3419.130371
	Iteration 63Q: 3 clusters Score -2403216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -2403215.750000 Penalty: 3419.130371
	Iteration 64F: 3 clusters Score -2403216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (76066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76066 members 
Entering Unmasked Estep 
Score: -4781154.000000 Penalty: 1826.395508
	Iteration 0F: 2 clusters Score -4781154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -4730281.500000 Penalty: 3652.791016
	Iteration 0F: 3 clusters Score -4730282 nChanged 36136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -4751486.500000 Penalty: 3652.791016
	Iteration 1F: 3 clusters Score -4751486 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -4753040.000000 Penalty: 3652.791016
	Iteration 2Q: 3 clusters Score -4753040 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 50717 members 
Entering Unmasked Estep 
Score: -4755886.000000 Penalty: 3652.791016
	Iteration 3F: 3 clusters Score -4755886 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 56956 members 
Entering Unmasked Estep 
Score: -4760762.000000 Penalty: 3652.791016
	Iteration 4F: 3 clusters Score -4760762 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 64175 members 
Entering Unmasked Estep 
Score: -4767649.000000 Penalty: 3652.791016
	Iteration 5F: 3 clusters Score -4767649 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 70317 members 
Entering Unmasked Estep 
Score: -4773971.500000 Penalty: 3652.791016
	Iteration 6F: 3 clusters Score -4773972 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 73860 members 
Entering Unmasked Estep 
Score: -4777455.000000 Penalty: 3652.791016
	Iteration 7Q: 3 clusters Score -4777455 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 75273 members 
Entering Unmasked Estep 
Score: -4778825.000000 Penalty: 3652.791016
	Iteration 8Q: 3 clusters Score -4778825 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 75694 members 
Entering Unmasked Estep 
Score: -4779220.500000 Penalty: 3652.791016
	Iteration 9Q: 3 clusters Score -4779220 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 75825 members 
Entering Unmasked Estep 
Score: -4779374.000000 Penalty: 3652.791016
	Iteration 10Q: 3 clusters Score -4779374 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 75864 members 
Entering Unmasked Estep 
Score: -4779433.000000 Penalty: 3652.791016
	Iteration 11Q: 3 clusters Score -4779433 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 75886 members 
Entering Unmasked Estep 
Score: -4779467.500000 Penalty: 3652.791016
	Iteration 12Q: 3 clusters Score -4779468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 75900 members 
Entering Unmasked Estep 
Score: -4779510.000000 Penalty: 3652.791016
	Iteration 13Q: 3 clusters Score -4779510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 75904 members 
Entering Unmasked Estep 
Score: -4779519.000000 Penalty: 3652.791016
	Iteration 14Q: 3 clusters Score -4779519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 75909 members 
Entering Unmasked Estep 
Score: -4779527.500000 Penalty: 3652.791016
	Iteration 15Q: 3 clusters Score -4779528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 75912 members 
Entering Unmasked Estep 
Score: -4779542.500000 Penalty: 3652.791016
	Iteration 16Q: 3 clusters Score -4779542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 75913 members 
Entering Unmasked Estep 
Score: -4779563.000000 Penalty: 3652.791016
	Iteration 17Q: 3 clusters Score -4779563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 75913 members 
Entering Unmasked Estep 
Score: -4779564.500000 Penalty: 3652.791016
	Iteration 18Q: 3 clusters Score -4779564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 75915 members 
Entering Unmasked Estep 
Score: -4779580.000000 Penalty: 3652.791016
	Iteration 19Q: 3 clusters Score -4779580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 75917 members 
Entering Unmasked Estep 
Score: -4779578.000000 Penalty: 3652.791016
	Iteration 20F: 3 clusters Score -4779578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 75916 members 
Entering Unmasked Estep 
Score: -4779575.500000 Penalty: 3652.791016
	Iteration 21Q: 3 clusters Score -4779576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 75916 members 
Entering Unmasked Estep 
Score: -4779575.500000 Penalty: 3652.791016
	Iteration 22F: 3 clusters Score -4779576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Entering Unmasked Estep 
Score: -435559.000000 Penalty: 1440.544312
	Iteration 0F: 2 clusters Score -435559 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 3578 members 
Entering Unmasked Estep 
Score: -430253.062500 Penalty: 2881.088623
	Iteration 0F: 3 clusters Score -430253.1 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -431857.843750 Penalty: 2881.088623
	Iteration 1F: 3 clusters Score -431857.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -432125.406250 Penalty: 2881.088623
	Iteration 2F: 3 clusters Score -432125.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -432341.812500 Penalty: 2881.088623
	Iteration 3F: 3 clusters Score -432341.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -432563.875000 Penalty: 2881.088623
	Iteration 4F: 3 clusters Score -432563.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -432865.093750 Penalty: 2881.088623
	Iteration 5F: 3 clusters Score -432865.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -433214.437500 Penalty: 2881.088623
	Iteration 6F: 3 clusters Score -433214.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -433595.562500 Penalty: 2881.088623
	Iteration 7F: 3 clusters Score -433595.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -433953.812500 Penalty: 2881.088623
	Iteration 8F: 3 clusters Score -433953.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -434231.593750 Penalty: 2881.088623
	Iteration 9Q: 3 clusters Score -434231.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -434436.906250 Penalty: 2881.088623
	Iteration 10Q: 3 clusters Score -434436.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -434559.250000 Penalty: 2881.088623
	Iteration 11Q: 3 clusters Score -434559.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -434643.937500 Penalty: 2881.088623
	Iteration 12Q: 3 clusters Score -434643.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -434698.187500 Penalty: 2881.088623
	Iteration 13Q: 3 clusters Score -434698.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -434740.062500 Penalty: 2881.088623
	Iteration 14Q: 3 clusters Score -434740.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -434770.687500 Penalty: 2881.088623
	Iteration 15Q: 3 clusters Score -434770.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -434801.593750 Penalty: 2881.088623
	Iteration 16Q: 3 clusters Score -434801.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -434830.406250 Penalty: 2881.088623
	Iteration 17Q: 3 clusters Score -434830.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -434855.750000 Penalty: 2881.088623
	Iteration 18Q: 3 clusters Score -434855.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -434879.500000 Penalty: 2881.088623
	Iteration 19Q: 3 clusters Score -434879.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -434900.750000 Penalty: 2881.088623
	Iteration 20F: 3 clusters Score -434900.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -434918.562500 Penalty: 2881.088623
	Iteration 21Q: 3 clusters Score -434918.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -434930.531250 Penalty: 2881.088623
	Iteration 22Q: 3 clusters Score -434930.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -434947.687500 Penalty: 2881.088623
	Iteration 23Q: 3 clusters Score -434947.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -434961.500000 Penalty: 2881.088623
	Iteration 24Q: 3 clusters Score -434961.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -434967.250000 Penalty: 2881.088623
	Iteration 25Q: 3 clusters Score -434967.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -434972.468750 Penalty: 2881.088623
	Iteration 26Q: 3 clusters Score -434972.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -434977.093750 Penalty: 2881.088623
	Iteration 27Q: 3 clusters Score -434977.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -434980.437500 Penalty: 2881.088623
	Iteration 28Q: 3 clusters Score -434980.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -434984.968750 Penalty: 2881.088623
	Iteration 29Q: 3 clusters Score -434985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -434987.875000 Penalty: 2881.088623
	Iteration 30Q: 3 clusters Score -434987.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -434992.781250 Penalty: 2881.088623
	Iteration 31Q: 3 clusters Score -434992.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -434996.468750 Penalty: 2881.088623
	Iteration 32Q: 3 clusters Score -434996.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -435000.031250 Penalty: 2881.088623
	Iteration 33Q: 3 clusters Score -435000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -435001.000000 Penalty: 2881.088623
	Iteration 34Q: 3 clusters Score -435001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -435002.125000 Penalty: 2881.088623
	Iteration 35Q: 3 clusters Score -435002.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -435002.125000 Penalty: 2881.088623
	Iteration 36F: 3 clusters Score -435002.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Entering Unmasked Estep 
Score: -555835.312500 Penalty: 1471.622681
	Iteration 0F: 2 clusters Score -555835.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -549503.875000 Penalty: 2943.245361
	Iteration 0F: 3 clusters Score -549503.9 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -551663.812500 Penalty: 2943.245361
	Iteration 1F: 3 clusters Score -551663.8 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -551959.687500 Penalty: 2943.245361
	Iteration 2F: 3 clusters Score -551959.7 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -552261.937500 Penalty: 2943.245361
	Iteration 3F: 3 clusters Score -552261.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -552583.812500 Penalty: 2943.245361
	Iteration 4F: 3 clusters Score -552583.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -552936.125000 Penalty: 2943.245361
	Iteration 5F: 3 clusters Score -552936.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -553321.437500 Penalty: 2943.245361
	Iteration 6F: 3 clusters Score -553321.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -553739.875000 Penalty: 2943.245361
	Iteration 7F: 3 clusters Score -553739.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -554229.375000 Penalty: 2943.245361
	Iteration 8F: 3 clusters Score -554229.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -554678.750000 Penalty: 2943.245361
	Iteration 9Q: 3 clusters Score -554678.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -554979.375000 Penalty: 2943.245361
	Iteration 10Q: 3 clusters Score -554979.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -555126.062500 Penalty: 2943.245361
	Iteration 11Q: 3 clusters Score -555126.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -555203.625000 Penalty: 2943.245361
	Iteration 12Q: 3 clusters Score -555203.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -555239.875000 Penalty: 2943.245361
	Iteration 13Q: 3 clusters Score -555239.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -555254.687500 Penalty: 2943.245361
	Iteration 14Q: 3 clusters Score -555254.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -555268.500000 Penalty: 2943.245361
	Iteration 15Q: 3 clusters Score -555268.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -555274.750000 Penalty: 2943.245361
	Iteration 16Q: 3 clusters Score -555274.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -555278.687500 Penalty: 2943.245361
	Iteration 17Q: 3 clusters Score -555278.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -555281.937500 Penalty: 2943.245361
	Iteration 18Q: 3 clusters Score -555281.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -555281.625000 Penalty: 2943.245361
	Iteration 19Q: 3 clusters Score -555281.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -555283.312500 Penalty: 2943.245361
	Iteration 20F: 3 clusters Score -555283.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -555285.062500 Penalty: 2943.245361
	Iteration 21Q: 3 clusters Score -555285.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -555287.437500 Penalty: 2943.245361
	Iteration 22Q: 3 clusters Score -555287.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -555289.250000 Penalty: 2943.245361
	Iteration 23Q: 3 clusters Score -555289.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -555290.250000 Penalty: 2943.245361
	Iteration 24Q: 3 clusters Score -555290.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -555291.687500 Penalty: 2943.245361
	Iteration 25Q: 3 clusters Score -555291.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -555291.625000 Penalty: 2943.245361
	Iteration 26Q: 3 clusters Score -555291.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -555293.312500 Penalty: 2943.245361
	Iteration 27Q: 3 clusters Score -555293.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -555292.937500 Penalty: 2943.245361
	Iteration 28Q: 3 clusters Score -555292.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -555292.562500 Penalty: 2943.245361
	Iteration 29Q: 3 clusters Score -555292.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -555293.625000 Penalty: 2943.245361
	Iteration 30Q: 3 clusters Score -555293.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -555293.125000 Penalty: 2943.245361
	Iteration 31Q: 3 clusters Score -555293.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -555293.125000 Penalty: 2943.245361
	Iteration 32F: 3 clusters Score -555293.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Entering Unmasked Estep 
Score: -170405.109375 Penalty: 1298.743652
	Iteration 0F: 2 clusters Score -170405.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -167698.796875 Penalty: 2597.487305
	Iteration 0F: 3 clusters Score -167698.8 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -168345.812500 Penalty: 2597.487305
	Iteration 1F: 3 clusters Score -168345.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -168522.125000 Penalty: 2597.487305
	Iteration 2F: 3 clusters Score -168522.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -168656.187500 Penalty: 2597.487305
	Iteration 3F: 3 clusters Score -168656.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -168739.312500 Penalty: 2597.487305
	Iteration 4Q: 3 clusters Score -168739.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -168814.250000 Penalty: 2597.487305
	Iteration 5Q: 3 clusters Score -168814.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -168858.734375 Penalty: 2597.487305
	Iteration 6Q: 3 clusters Score -168858.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -168894.984375 Penalty: 2597.487305
	Iteration 7Q: 3 clusters Score -168895 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -168922.078125 Penalty: 2597.487305
	Iteration 8Q: 3 clusters Score -168922.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -168936.250000 Penalty: 2597.487305
	Iteration 9Q: 3 clusters Score -168936.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -168947.953125 Penalty: 2597.487305
	Iteration 10Q: 3 clusters Score -168948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -168956.515625 Penalty: 2597.487305
	Iteration 11Q: 3 clusters Score -168956.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -168964.171875 Penalty: 2597.487305
	Iteration 12Q: 3 clusters Score -168964.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -168973.687500 Penalty: 2597.487305
	Iteration 13Q: 3 clusters Score -168973.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -168982.687500 Penalty: 2597.487305
	Iteration 14Q: 3 clusters Score -168982.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -168986.343750 Penalty: 2597.487305
	Iteration 15Q: 3 clusters Score -168986.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -168991.265625 Penalty: 2597.487305
	Iteration 16Q: 3 clusters Score -168991.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -168995.687500 Penalty: 2597.487305
	Iteration 17Q: 3 clusters Score -168995.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -168997.750000 Penalty: 2597.487305
	Iteration 18Q: 3 clusters Score -168997.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -168999.796875 Penalty: 2597.487305
	Iteration 19Q: 3 clusters Score -168999.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -169001.937500 Penalty: 2597.487305
	Iteration 20F: 3 clusters Score -169001.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -169005.109375 Penalty: 2597.487305
	Iteration 21Q: 3 clusters Score -169005.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -169007.812500 Penalty: 2597.487305
	Iteration 22Q: 3 clusters Score -169007.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -169009.031250 Penalty: 2597.487305
	Iteration 23Q: 3 clusters Score -169009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -169011.109375 Penalty: 2597.487305
	Iteration 24Q: 3 clusters Score -169011.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -169013.046875 Penalty: 2597.487305
	Iteration 25Q: 3 clusters Score -169013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -169015.109375 Penalty: 2597.487305
	Iteration 26Q: 3 clusters Score -169015.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -169017.140625 Penalty: 2597.487305
	Iteration 27Q: 3 clusters Score -169017.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -169019.437500 Penalty: 2597.487305
	Iteration 28Q: 3 clusters Score -169019.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -169020.328125 Penalty: 2597.487305
	Iteration 29Q: 3 clusters Score -169020.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -169021.265625 Penalty: 2597.487305
	Iteration 30Q: 3 clusters Score -169021.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -169021.171875 Penalty: 2597.487305
	Iteration 31Q: 3 clusters Score -169021.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -169021.859375 Penalty: 2597.487305
	Iteration 32Q: 3 clusters Score -169021.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -169022.500000 Penalty: 2597.487305
	Iteration 33Q: 3 clusters Score -169022.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -169022.500000 Penalty: 2597.487305
	Iteration 34F: 3 clusters Score -169022.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Entering Unmasked Estep 
Score: -456348.406250 Penalty: 1448.910522
	Iteration 0F: 2 clusters Score -456348.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -450767.375000 Penalty: 2897.821045
	Iteration 0F: 3 clusters Score -450767.4 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -452480.718750 Penalty: 2897.821045
	Iteration 1F: 3 clusters Score -452480.7 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -452701.406250 Penalty: 2897.821045
	Iteration 2F: 3 clusters Score -452701.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -452872.562500 Penalty: 2897.821045
	Iteration 3F: 3 clusters Score -452872.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -452998.125000 Penalty: 2897.821045
	Iteration 4Q: 3 clusters Score -452998.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -453113.343750 Penalty: 2897.821045
	Iteration 5Q: 3 clusters Score -453113.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -453232.750000 Penalty: 2897.821045
	Iteration 6Q: 3 clusters Score -453232.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -453369.062500 Penalty: 2897.821045
	Iteration 7Q: 3 clusters Score -453369.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -453525.312500 Penalty: 2897.821045
	Iteration 8Q: 3 clusters Score -453525.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -453679.093750 Penalty: 2897.821045
	Iteration 9Q: 3 clusters Score -453679.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -453830.625000 Penalty: 2897.821045
	Iteration 10Q: 3 clusters Score -453830.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -453968.812500 Penalty: 2897.821045
	Iteration 11Q: 3 clusters Score -453968.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -454089.625000 Penalty: 2897.821045
	Iteration 12Q: 3 clusters Score -454089.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -454214.343750 Penalty: 2897.821045
	Iteration 13Q: 3 clusters Score -454214.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -454337.593750 Penalty: 2897.821045
	Iteration 14Q: 3 clusters Score -454337.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -454454.875000 Penalty: 2897.821045
	Iteration 15Q: 3 clusters Score -454454.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -454562.437500 Penalty: 2897.821045
	Iteration 16Q: 3 clusters Score -454562.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -454672.312500 Penalty: 2897.821045
	Iteration 17Q: 3 clusters Score -454672.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -454765.531250 Penalty: 2897.821045
	Iteration 18Q: 3 clusters Score -454765.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -454844.687500 Penalty: 2897.821045
	Iteration 19Q: 3 clusters Score -454844.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -454902.687500 Penalty: 2897.821045
	Iteration 20F: 3 clusters Score -454902.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -454947.937500 Penalty: 2897.821045
	Iteration 21Q: 3 clusters Score -454947.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -454981.812500 Penalty: 2897.821045
	Iteration 22Q: 3 clusters Score -454981.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -455008.625000 Penalty: 2897.821045
	Iteration 23Q: 3 clusters Score -455008.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -455028.750000 Penalty: 2897.821045
	Iteration 24Q: 3 clusters Score -455028.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -455038.500000 Penalty: 2897.821045
	Iteration 25Q: 3 clusters Score -455038.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -455045.968750 Penalty: 2897.821045
	Iteration 26Q: 3 clusters Score -455046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -455052.187500 Penalty: 2897.821045
	Iteration 27Q: 3 clusters Score -455052.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -455058.500000 Penalty: 2897.821045
	Iteration 28Q: 3 clusters Score -455058.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -455063.750000 Penalty: 2897.821045
	Iteration 29Q: 3 clusters Score -455063.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -455064.718750 Penalty: 2897.821045
	Iteration 30Q: 3 clusters Score -455064.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -455065.656250 Penalty: 2897.821045
	Iteration 31Q: 3 clusters Score -455065.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -455065.656250 Penalty: 2897.821045
	Iteration 32F: 3 clusters Score -455065.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Entering Unmasked Estep 
Score: -523204.812500 Penalty: 1467.455566
	Iteration 0F: 2 clusters Score -523204.8 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 4219 members 
Entering Unmasked Estep 
Score: -517122.156250 Penalty: 2934.911133
	Iteration 0F: 3 clusters Score -517122.2 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -519055.812500 Penalty: 2934.911133
	Iteration 1F: 3 clusters Score -519055.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -519308.437500 Penalty: 2934.911133
	Iteration 2F: 3 clusters Score -519308.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -519563.281250 Penalty: 2934.911133
	Iteration 3F: 3 clusters Score -519563.3 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -519825.906250 Penalty: 2934.911133
	Iteration 4F: 3 clusters Score -519825.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -520119.031250 Penalty: 2934.911133
	Iteration 5F: 3 clusters Score -520119 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -520427.531250 Penalty: 2934.911133
	Iteration 6F: 3 clusters Score -520427.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -520721.968750 Penalty: 2934.911133
	Iteration 7F: 3 clusters Score -520722 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -521003.687500 Penalty: 2934.911133
	Iteration 8Q: 3 clusters Score -521003.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -521292.343750 Penalty: 2934.911133
	Iteration 9Q: 3 clusters Score -521292.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -521505.375000 Penalty: 2934.911133
	Iteration 10Q: 3 clusters Score -521505.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -521645.281250 Penalty: 2934.911133
	Iteration 11Q: 3 clusters Score -521645.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -521740.687500 Penalty: 2934.911133
	Iteration 12Q: 3 clusters Score -521740.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -521813.937500 Penalty: 2934.911133
	Iteration 13Q: 3 clusters Score -521813.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -521872.125000 Penalty: 2934.911133
	Iteration 14Q: 3 clusters Score -521872.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -521925.531250 Penalty: 2934.911133
	Iteration 15Q: 3 clusters Score -521925.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -521949.406250 Penalty: 2934.911133
	Iteration 16Q: 3 clusters Score -521949.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -521964.687500 Penalty: 2934.911133
	Iteration 17Q: 3 clusters Score -521964.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -521975.750000 Penalty: 2934.911133
	Iteration 18Q: 3 clusters Score -521975.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -521987.593750 Penalty: 2934.911133
	Iteration 19Q: 3 clusters Score -521987.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -521999.093750 Penalty: 2934.911133
	Iteration 20F: 3 clusters Score -521999.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -522009.593750 Penalty: 2934.911133
	Iteration 21Q: 3 clusters Score -522009.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -522020.937500 Penalty: 2934.911133
	Iteration 22Q: 3 clusters Score -522020.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -522030.812500 Penalty: 2934.911133
	Iteration 23Q: 3 clusters Score -522030.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -522036.187500 Penalty: 2934.911133
	Iteration 24Q: 3 clusters Score -522036.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -522042.218750 Penalty: 2934.911133
	Iteration 25Q: 3 clusters Score -522042.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -522048.500000 Penalty: 2934.911133
	Iteration 26Q: 3 clusters Score -522048.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -522050.562500 Penalty: 2934.911133
	Iteration 27Q: 3 clusters Score -522050.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -522052.281250 Penalty: 2934.911133
	Iteration 28Q: 3 clusters Score -522052.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -522052.562500 Penalty: 2934.911133
	Iteration 29Q: 3 clusters Score -522052.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -522053.781250 Penalty: 2934.911133
	Iteration 30Q: 3 clusters Score -522053.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -522054.468750 Penalty: 2934.911133
	Iteration 31Q: 3 clusters Score -522054.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -522054.468750 Penalty: 2934.911133
	Iteration 32F: 3 clusters Score -522054.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 481822 members 
Mstep: Class 3 contains 14883 members 
Mstep: Class 4 contains 15610 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7899 members 
Mstep: Class 8 contains 5751 members 
Mstep: Class 9 contains 37064 members 
Mstep: Class 10 contains 76066 members 
Mstep: Class 15 contains 7079 members 
Mstep: Class 16 contains 8571 members 
Mstep: Class 17 contains 2958 members 
Mstep: Class 19 contains 7453 members 
Mstep: Class 20 contains 8354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196432.000000 Penalty: 30554.080078
Iteration 119Q: 15 clusters Score -4.219643e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 481813 members 
Mstep: Class 3 contains 14877 members 
Mstep: Class 4 contains 15609 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7899 members 
Mstep: Class 8 contains 5751 members 
Mstep: Class 9 contains 37064 members 
Mstep: Class 10 contains 76067 members 
Mstep: Class 15 contains 7080 members 
Mstep: Class 16 contains 8585 members 
Mstep: Class 17 contains 2958 members 
Mstep: Class 19 contains 7453 members 
Mstep: Class 20 contains 8354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196396.000000 Penalty: 30554.080078
Iteration 120F: 15 clusters Score -4.21964e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 481804 members 
Mstep: Class 3 contains 14869 members 
Mstep: Class 4 contains 15610 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7899 members 
Mstep: Class 8 contains 5750 members 
Mstep: Class 9 contains 37060 members 
Mstep: Class 10 contains 76068 members 
Mstep: Class 15 contains 7080 members 
Mstep: Class 16 contains 8605 members 
Mstep: Class 17 contains 2958 members 
Mstep: Class 19 contains 7453 members 
Mstep: Class 20 contains 8354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196384.000000 Penalty: 30554.080078
Iteration 121Q: 15 clusters Score -4.219638e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 481802 members 
Mstep: Class 3 contains 14859 members 
Mstep: Class 4 contains 15607 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7899 members 
Mstep: Class 8 contains 5750 members 
Mstep: Class 9 contains 37056 members 
Mstep: Class 10 contains 76068 members 
Mstep: Class 15 contains 7081 members 
Mstep: Class 16 contains 8623 members 
Mstep: Class 17 contains 2958 members 
Mstep: Class 19 contains 7453 members 
Mstep: Class 20 contains 8354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196424.000000 Penalty: 30554.080078
Iteration 122Q: 15 clusters Score -4.219642e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 481801 members 
Mstep: Class 3 contains 14851 members 
Mstep: Class 4 contains 15606 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7899 members 
Mstep: Class 8 contains 5750 members 
Mstep: Class 9 contains 37052 members 
Mstep: Class 10 contains 76068 members 
Mstep: Class 15 contains 7081 members 
Mstep: Class 16 contains 8638 members 
Mstep: Class 17 contains 2958 members 
Mstep: Class 19 contains 7453 members 
Mstep: Class 20 contains 8354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196404.000000 Penalty: 30554.080078
Iteration 123Q: 15 clusters Score -4.21964e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 481792 members 
Mstep: Class 3 contains 14847 members 
Mstep: Class 4 contains 15606 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7899 members 
Mstep: Class 8 contains 5750 members 
Mstep: Class 9 contains 37051 members 
Mstep: Class 10 contains 76068 members 
Mstep: Class 15 contains 7081 members 
Mstep: Class 16 contains 8652 members 
Mstep: Class 17 contains 2958 members 
Mstep: Class 19 contains 7453 members 
Mstep: Class 20 contains 8354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196396.000000 Penalty: 30554.080078
Iteration 124Q: 15 clusters Score -4.21964e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 481782 members 
Mstep: Class 3 contains 14844 members 
Mstep: Class 4 contains 15606 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7899 members 
Mstep: Class 8 contains 5750 members 
Mstep: Class 9 contains 37050 members 
Mstep: Class 10 contains 76068 members 
Mstep: Class 15 contains 7080 members 
Mstep: Class 16 contains 8668 members 
Mstep: Class 17 contains 2958 members 
Mstep: Class 19 contains 7453 members 
Mstep: Class 20 contains 8354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196404.000000 Penalty: 30554.080078
Iteration 125Q: 15 clusters Score -4.21964e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 481774 members 
Mstep: Class 3 contains 14842 members 
Mstep: Class 4 contains 15607 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7899 members 
Mstep: Class 8 contains 5750 members 
Mstep: Class 9 contains 37052 members 
Mstep: Class 10 contains 76068 members 
Mstep: Class 15 contains 7082 members 
Mstep: Class 16 contains 8674 members 
Mstep: Class 17 contains 2958 members 
Mstep: Class 19 contains 7453 members 
Mstep: Class 20 contains 8354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196396.000000 Penalty: 30554.080078
Iteration 126Q: 15 clusters Score -4.21964e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 481764 members 
Mstep: Class 3 contains 14838 members 
Mstep: Class 4 contains 15606 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7899 members 
Mstep: Class 8 contains 5750 members 
Mstep: Class 9 contains 37055 members 
Mstep: Class 10 contains 76068 members 
Mstep: Class 15 contains 7084 members 
Mstep: Class 16 contains 8684 members 
Mstep: Class 17 contains 2958 members 
Mstep: Class 19 contains 7453 members 
Mstep: Class 20 contains 8354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196428.000000 Penalty: 30554.080078
Iteration 127Q: 15 clusters Score -4.219643e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 481757 members 
Mstep: Class 3 contains 14835 members 
Mstep: Class 4 contains 15605 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7899 members 
Mstep: Class 8 contains 5750 members 
Mstep: Class 9 contains 37057 members 
Mstep: Class 10 contains 76068 members 
Mstep: Class 15 contains 7085 members 
Mstep: Class 16 contains 8692 members 
Mstep: Class 17 contains 2958 members 
Mstep: Class 19 contains 7453 members 
Mstep: Class 20 contains 8354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196424.000000 Penalty: 30554.080078
Iteration 128Q: 15 clusters Score -4.219642e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 481762 members 
Mstep: Class 3 contains 14826 members 
Mstep: Class 4 contains 15604 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7899 members 
Mstep: Class 8 contains 5750 members 
Mstep: Class 9 contains 37053 members 
Mstep: Class 10 contains 76068 members 
Mstep: Class 15 contains 7085 members 
Mstep: Class 16 contains 8701 members 
Mstep: Class 17 contains 2958 members 
Mstep: Class 19 contains 7453 members 
Mstep: Class 20 contains 8354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196412.000000 Penalty: 30554.080078
Iteration 129Q: 15 clusters Score -4.219641e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 481763 members 
Mstep: Class 3 contains 14818 members 
Mstep: Class 4 contains 15604 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7899 members 
Mstep: Class 8 contains 5750 members 
Mstep: Class 9 contains 37050 members 
Mstep: Class 10 contains 76068 members 
Mstep: Class 15 contains 7084 members 
Mstep: Class 16 contains 8712 members 
Mstep: Class 17 contains 2958 members 
Mstep: Class 19 contains 7453 members 
Mstep: Class 20 contains 8354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196392.000000 Penalty: 30554.080078
Iteration 130Q: 15 clusters Score -4.219639e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 481760 members 
Mstep: Class 3 contains 14811 members 
Mstep: Class 4 contains 15604 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7899 members 
Mstep: Class 8 contains 5750 members 
Mstep: Class 9 contains 37046 members 
Mstep: Class 10 contains 76068 members 
Mstep: Class 15 contains 7086 members 
Mstep: Class 16 contains 8725 members 
Mstep: Class 17 contains 2958 members 
Mstep: Class 19 contains 7453 members 
Mstep: Class 20 contains 8353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196380.000000 Penalty: 30554.080078
Iteration 131Q: 15 clusters Score -4.219638e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 481752 members 
Mstep: Class 3 contains 14806 members 
Mstep: Class 4 contains 15604 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7899 members 
Mstep: Class 8 contains 5750 members 
Mstep: Class 9 contains 37048 members 
Mstep: Class 10 contains 76068 members 
Mstep: Class 15 contains 7087 members 
Mstep: Class 16 contains 8736 members 
Mstep: Class 17 contains 2958 members 
Mstep: Class 19 contains 7453 members 
Mstep: Class 20 contains 8352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196368.000000 Penalty: 30554.080078
Iteration 132Q: 15 clusters Score -4.219637e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 481737 members 
Mstep: Class 3 contains 14803 members 
Mstep: Class 4 contains 15604 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7899 members 
Mstep: Class 8 contains 5749 members 
Mstep: Class 9 contains 37053 members 
Mstep: Class 10 contains 76068 members 
Mstep: Class 15 contains 7088 members 
Mstep: Class 16 contains 8750 members 
Mstep: Class 17 contains 2958 members 
Mstep: Class 19 contains 7453 members 
Mstep: Class 20 contains 8351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196360.000000 Penalty: 30554.080078
Iteration 133Q: 15 clusters Score -4.219636e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 481726 members 
Mstep: Class 3 contains 14801 members 
Mstep: Class 4 contains 15604 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7899 members 
Mstep: Class 8 contains 5749 members 
Mstep: Class 9 contains 37052 members 
Mstep: Class 10 contains 76068 members 
Mstep: Class 15 contains 7089 members 
Mstep: Class 16 contains 8766 members 
Mstep: Class 17 contains 2957 members 
Mstep: Class 19 contains 7453 members 
Mstep: Class 20 contains 8350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196404.000000 Penalty: 30554.080078
Iteration 134Q: 15 clusters Score -4.21964e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 481711 members 
Mstep: Class 3 contains 14799 members 
Mstep: Class 4 contains 15604 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7899 members 
Mstep: Class 8 contains 5749 members 
Mstep: Class 9 contains 37048 members 
Mstep: Class 10 contains 76068 members 
Mstep: Class 15 contains 7091 members 
Mstep: Class 16 contains 8785 members 
Mstep: Class 17 contains 2956 members 
Mstep: Class 19 contains 7453 members 
Mstep: Class 20 contains 8350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196396.000000 Penalty: 30554.080078
Iteration 135Q: 15 clusters Score -4.21964e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 481705 members 
Mstep: Class 3 contains 14794 members 
Mstep: Class 4 contains 15604 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7899 members 
Mstep: Class 8 contains 5749 members 
Mstep: Class 9 contains 37046 members 
Mstep: Class 10 contains 76068 members 
Mstep: Class 15 contains 7093 members 
Mstep: Class 16 contains 8796 members 
Mstep: Class 17 contains 2956 members 
Mstep: Class 19 contains 7453 members 
Mstep: Class 20 contains 8350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196404.000000 Penalty: 30554.080078
Iteration 136Q: 15 clusters Score -4.21964e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 481692 members 
Mstep: Class 3 contains 14792 members 
Mstep: Class 4 contains 15604 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7898 members 
Mstep: Class 8 contains 5749 members 
Mstep: Class 9 contains 37048 members 
Mstep: Class 10 contains 76070 members 
Mstep: Class 15 contains 7094 members 
Mstep: Class 16 contains 8808 members 
Mstep: Class 17 contains 2956 members 
Mstep: Class 19 contains 7453 members 
Mstep: Class 20 contains 8349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196380.000000 Penalty: 30554.080078
Iteration 137Q: 15 clusters Score -4.219638e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 481681 members 
Mstep: Class 3 contains 14788 members 
Mstep: Class 4 contains 15604 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7896 members 
Mstep: Class 8 contains 5748 members 
Mstep: Class 9 contains 37050 members 
Mstep: Class 10 contains 76070 members 
Mstep: Class 15 contains 7096 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 2955 members 
Mstep: Class 19 contains 7453 members 
Mstep: Class 20 contains 8349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196388.000000 Penalty: 30554.080078
Iteration 138Q: 15 clusters Score -4.219639e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 481661 members 
Mstep: Class 3 contains 14785 members 
Mstep: Class 4 contains 15604 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7896 members 
Mstep: Class 8 contains 5748 members 
Mstep: Class 9 contains 37052 members 
Mstep: Class 10 contains 76070 members 
Mstep: Class 15 contains 7096 members 
Mstep: Class 16 contains 8845 members 
Mstep: Class 17 contains 2956 members 
Mstep: Class 19 contains 7453 members 
Mstep: Class 20 contains 8347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196412.000000 Penalty: 30554.080078
Iteration 139Q: 15 clusters Score -4.219641e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 481642 members 
Mstep: Class 3 contains 14779 members 
Mstep: Class 4 contains 15604 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7896 members 
Mstep: Class 8 contains 5748 members 
Mstep: Class 9 contains 37054 members 
Mstep: Class 10 contains 76071 members 
Mstep: Class 15 contains 7098 members 
Mstep: Class 16 contains 8864 members 
Mstep: Class 17 contains 2957 members 
Mstep: Class 19 contains 7453 members 
Mstep: Class 20 contains 8347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196404.000000 Penalty: 30554.080078
Iteration 140F: 15 clusters Score -4.21964e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 481622 members 
Mstep: Class 3 contains 14773 members 
Mstep: Class 4 contains 15604 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7895 members 
Mstep: Class 8 contains 5748 members 
Mstep: Class 9 contains 37058 members 
Mstep: Class 10 contains 76071 members 
Mstep: Class 15 contains 7102 members 
Mstep: Class 16 contains 8880 members 
Mstep: Class 17 contains 2959 members 
Mstep: Class 19 contains 7453 members 
Mstep: Class 20 contains 8347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196380.000000 Penalty: 30554.080078
Iteration 141Q: 15 clusters Score -4.219638e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 481599 members 
Mstep: Class 3 contains 14767 members 
Mstep: Class 4 contains 15604 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7895 members 
Mstep: Class 8 contains 5748 members 
Mstep: Class 9 contains 37065 members 
Mstep: Class 10 contains 76071 members 
Mstep: Class 15 contains 7103 members 
Mstep: Class 16 contains 8900 members 
Mstep: Class 17 contains 2960 members 
Mstep: Class 19 contains 7453 members 
Mstep: Class 20 contains 8347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196396.000000 Penalty: 30554.080078
Iteration 142Q: 15 clusters Score -4.21964e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 481581 members 
Mstep: Class 3 contains 14761 members 
Mstep: Class 4 contains 15604 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7894 members 
Mstep: Class 8 contains 5748 members 
Mstep: Class 9 contains 37066 members 
Mstep: Class 10 contains 76073 members 
Mstep: Class 15 contains 7104 members 
Mstep: Class 16 contains 8920 members 
Mstep: Class 17 contains 2962 members 
Mstep: Class 19 contains 7453 members 
Mstep: Class 20 contains 8347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196356.000000 Penalty: 30554.080078
Iteration 143Q: 15 clusters Score -4.219636e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 481557 members 
Mstep: Class 3 contains 14757 members 
Mstep: Class 4 contains 15603 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7894 members 
Mstep: Class 8 contains 5748 members 
Mstep: Class 9 contains 37070 members 
Mstep: Class 10 contains 76074 members 
Mstep: Class 15 contains 7105 members 
Mstep: Class 16 contains 8942 members 
Mstep: Class 17 contains 2962 members 
Mstep: Class 19 contains 7453 members 
Mstep: Class 20 contains 8348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196436.000000 Penalty: 30554.080078
Iteration 144Q: 15 clusters Score -4.219644e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 481532 members 
Mstep: Class 3 contains 14754 members 
Mstep: Class 4 contains 15602 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7895 members 
Mstep: Class 8 contains 5749 members 
Mstep: Class 9 contains 37079 members 
Mstep: Class 10 contains 76075 members 
Mstep: Class 15 contains 7102 members 
Mstep: Class 16 contains 8964 members 
Mstep: Class 17 contains 2961 members 
Mstep: Class 19 contains 7453 members 
Mstep: Class 20 contains 8347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196428.000000 Penalty: 30554.080078
Iteration 145Q: 15 clusters Score -4.219643e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 481518 members 
Mstep: Class 3 contains 14752 members 
Mstep: Class 4 contains 15603 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7895 members 
Mstep: Class 8 contains 5749 members 
Mstep: Class 9 contains 37081 members 
Mstep: Class 10 contains 76075 members 
Mstep: Class 15 contains 7101 members 
Mstep: Class 16 contains 8981 members 
Mstep: Class 17 contains 2960 members 
Mstep: Class 19 contains 7453 members 
Mstep: Class 20 contains 8345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196428.000000 Penalty: 30554.080078
Iteration 146Q: 15 clusters Score -4.219643e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 481498 members 
Mstep: Class 3 contains 14753 members 
Mstep: Class 4 contains 15604 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7895 members 
Mstep: Class 8 contains 5750 members 
Mstep: Class 9 contains 37079 members 
Mstep: Class 10 contains 76075 members 
Mstep: Class 15 contains 7102 members 
Mstep: Class 16 contains 9003 members 
Mstep: Class 17 contains 2958 members 
Mstep: Class 19 contains 7453 members 
Mstep: Class 20 contains 8343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196380.000000 Penalty: 30554.080078
Iteration 147Q: 15 clusters Score -4.219638e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 481472 members 
Mstep: Class 3 contains 14751 members 
Mstep: Class 4 contains 15603 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7893 members 
Mstep: Class 8 contains 5752 members 
Mstep: Class 9 contains 37081 members 
Mstep: Class 10 contains 76076 members 
Mstep: Class 15 contains 7103 members 
Mstep: Class 16 contains 9034 members 
Mstep: Class 17 contains 2956 members 
Mstep: Class 19 contains 7454 members 
Mstep: Class 20 contains 8339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196340.000000 Penalty: 30554.080078
Iteration 148Q: 15 clusters Score -4.219634e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 481453 members 
Mstep: Class 3 contains 14751 members 
Mstep: Class 4 contains 15601 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7891 members 
Mstep: Class 8 contains 5752 members 
Mstep: Class 9 contains 37088 members 
Mstep: Class 10 contains 76078 members 
Mstep: Class 15 contains 7103 members 
Mstep: Class 16 contains 9055 members 
Mstep: Class 17 contains 2955 members 
Mstep: Class 19 contains 7455 members 
Mstep: Class 20 contains 8333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196384.000000 Penalty: 30554.080078
Iteration 149Q: 15 clusters Score -4.219638e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 481451 members 
Mstep: Class 3 contains 14752 members 
Mstep: Class 4 contains 15598 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 7 contains 7887 members 
Mstep: Class 8 contains 5752 members 
Mstep: Class 9 contains 37086 members 
Mstep: Class 10 contains 76081 members 
Mstep: Class 15 contains 7105 members 
Mstep: Class 16 contains 9068 members 
Mstep: Class 17 contains 2952 members 
Mstep: Class 19 contains 7457 members 
Mstep: Class 20 contains 8328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196268.000000 Penalty: 30554.080078
Iteration 150Q: 15 clusters Score -4.219627e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 481441 members 
Mstep: Class 3 contains 14749 members 
Mstep: Class 4 contains 15596 members 
Mstep: Class 5 contains 1429 members 
Mstep: Class 7 contains 7887 members 
Mstep: Class 8 contains 5756 members 
Mstep: Class 9 contains 37090 members 
Mstep: Class 10 contains 76083 members 
Mstep: Class 15 contains 7108 members 
Mstep: Class 16 contains 9079 members 
Mstep: Class 17 contains 2953 members 
Mstep: Class 19 contains 7457 members 
Mstep: Class 20 contains 8322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196304.000000 Penalty: 30554.080078
Iteration 151Q: 15 clusters Score -4.21963e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 481427 members 
Mstep: Class 3 contains 14748 members 
Mstep: Class 4 contains 15595 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7884 members 
Mstep: Class 8 contains 5757 members 
Mstep: Class 9 contains 37098 members 
Mstep: Class 10 contains 76085 members 
Mstep: Class 15 contains 7108 members 
Mstep: Class 16 contains 9094 members 
Mstep: Class 17 contains 2950 members 
Mstep: Class 19 contains 7458 members 
Mstep: Class 20 contains 8319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196316.000000 Penalty: 30554.080078
Iteration 152Q: 15 clusters Score -4.219632e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 481409 members 
Mstep: Class 3 contains 14746 members 
Mstep: Class 4 contains 15591 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7883 members 
Mstep: Class 8 contains 5757 members 
Mstep: Class 9 contains 37110 members 
Mstep: Class 10 contains 76088 members 
Mstep: Class 15 contains 7107 members 
Mstep: Class 16 contains 9108 members 
Mstep: Class 17 contains 2949 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196372.000000 Penalty: 30554.080078
Iteration 153Q: 15 clusters Score -4.219637e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 481391 members 
Mstep: Class 3 contains 14745 members 
Mstep: Class 4 contains 15586 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7885 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 37121 members 
Mstep: Class 10 contains 76088 members 
Mstep: Class 15 contains 7107 members 
Mstep: Class 16 contains 9119 members 
Mstep: Class 17 contains 2949 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196340.000000 Penalty: 30554.080078
Iteration 154Q: 15 clusters Score -4.219634e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 481377 members 
Mstep: Class 3 contains 14745 members 
Mstep: Class 4 contains 15586 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7883 members 
Mstep: Class 8 contains 5759 members 
Mstep: Class 9 contains 37133 members 
Mstep: Class 10 contains 76089 members 
Mstep: Class 15 contains 7108 members 
Mstep: Class 16 contains 9122 members 
Mstep: Class 17 contains 2948 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196376.000000 Penalty: 30554.080078
Iteration 155Q: 15 clusters Score -4.219638e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 481365 members 
Mstep: Class 3 contains 14747 members 
Mstep: Class 4 contains 15586 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7880 members 
Mstep: Class 8 contains 5760 members 
Mstep: Class 9 contains 37139 members 
Mstep: Class 10 contains 76092 members 
Mstep: Class 15 contains 7111 members 
Mstep: Class 16 contains 9126 members 
Mstep: Class 17 contains 2948 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196340.000000 Penalty: 30554.080078
Iteration 156Q: 15 clusters Score -4.219634e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 481356 members 
Mstep: Class 3 contains 14748 members 
Mstep: Class 4 contains 15583 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7876 members 
Mstep: Class 8 contains 5761 members 
Mstep: Class 9 contains 37152 members 
Mstep: Class 10 contains 76092 members 
Mstep: Class 15 contains 7112 members 
Mstep: Class 16 contains 9128 members 
Mstep: Class 17 contains 2948 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196312.000000 Penalty: 30554.080078
Iteration 157Q: 15 clusters Score -4.219631e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 481349 members 
Mstep: Class 3 contains 14748 members 
Mstep: Class 4 contains 15583 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7872 members 
Mstep: Class 8 contains 5761 members 
Mstep: Class 9 contains 37160 members 
Mstep: Class 10 contains 76092 members 
Mstep: Class 15 contains 7113 members 
Mstep: Class 16 contains 9132 members 
Mstep: Class 17 contains 2948 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196312.000000 Penalty: 30554.080078
Iteration 158Q: 15 clusters Score -4.219631e+07 nChanged 33
Entering ConstructFrom: 
Score: -42196312.000000 Penalty: 30554.080078
Entering ConstructFrom: 
Trying to split cluster 1 (5394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Entering Unmasked Estep 
Score: -296363.312500 Penalty: 1396.369385
	Iteration 0F: 2 clusters Score -296363.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -292170.937500 Penalty: 2792.738770
	Iteration 0F: 3 clusters Score -292170.9 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -293461.218750 Penalty: 2792.738770
	Iteration 1F: 3 clusters Score -293461.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -293717.562500 Penalty: 2792.738770
	Iteration 2F: 3 clusters Score -293717.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -293920.812500 Penalty: 2792.738770
	Iteration 3F: 3 clusters Score -293920.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -294067.500000 Penalty: 2792.738770
	Iteration 4Q: 3 clusters Score -294067.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -294207.531250 Penalty: 2792.738770
	Iteration 5Q: 3 clusters Score -294207.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -294334.968750 Penalty: 2792.738770
	Iteration 6Q: 3 clusters Score -294335 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -294448.875000 Penalty: 2792.738770
	Iteration 7Q: 3 clusters Score -294448.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -294554.375000 Penalty: 2792.738770
	Iteration 8Q: 3 clusters Score -294554.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -294661.281250 Penalty: 2792.738770
	Iteration 9Q: 3 clusters Score -294661.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -294785.968750 Penalty: 2792.738770
	Iteration 10Q: 3 clusters Score -294786 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -294891.156250 Penalty: 2792.738770
	Iteration 11Q: 3 clusters Score -294891.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -294979.187500 Penalty: 2792.738770
	Iteration 12Q: 3 clusters Score -294979.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -295080.562500 Penalty: 2792.738770
	Iteration 13Q: 3 clusters Score -295080.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -295181.031250 Penalty: 2792.738770
	Iteration 14Q: 3 clusters Score -295181 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -295270.281250 Penalty: 2792.738770
	Iteration 15Q: 3 clusters Score -295270.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -295327.593750 Penalty: 2792.738770
	Iteration 16Q: 3 clusters Score -295327.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -295366.125000 Penalty: 2792.738770
	Iteration 17Q: 3 clusters Score -295366.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -295395.656250 Penalty: 2792.738770
	Iteration 18Q: 3 clusters Score -295395.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -295421.343750 Penalty: 2792.738770
	Iteration 19Q: 3 clusters Score -295421.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -295435.375000 Penalty: 2792.738770
	Iteration 20F: 3 clusters Score -295435.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -295444.593750 Penalty: 2792.738770
	Iteration 21Q: 3 clusters Score -295444.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -295449.562500 Penalty: 2792.738770
	Iteration 22Q: 3 clusters Score -295449.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -295455.750000 Penalty: 2792.738770
	Iteration 23Q: 3 clusters Score -295455.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -295459.062500 Penalty: 2792.738770
	Iteration 24Q: 3 clusters Score -295459.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -295462.656250 Penalty: 2792.738770
	Iteration 25Q: 3 clusters Score -295462.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -295464.656250 Penalty: 2792.738770
	Iteration 26Q: 3 clusters Score -295464.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -295466.375000 Penalty: 2792.738770
	Iteration 27Q: 3 clusters Score -295466.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -295468.156250 Penalty: 2792.738770
	Iteration 28Q: 3 clusters Score -295468.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -295469.312500 Penalty: 2792.738770
	Iteration 29Q: 3 clusters Score -295469.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -295469.281250 Penalty: 2792.738770
	Iteration 30Q: 3 clusters Score -295469.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -295469.375000 Penalty: 2792.738770
	Iteration 31Q: 3 clusters Score -295469.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -295470.000000 Penalty: 2792.738770
	Iteration 32Q: 3 clusters Score -295470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -295470.000000 Penalty: 2792.738770
	Iteration 33F: 3 clusters Score -295470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (481336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481336 members 
Entering Unmasked Estep 
Score: -30483120.000000 Penalty: 2126.202148
	Iteration 0F: 2 clusters Score -3.048312e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240339 members 
Mstep: Class 2 contains 240997 members 
Entering Unmasked Estep 
Score: -30158784.000000 Penalty: 4252.404297
	Iteration 0F: 3 clusters Score -3.015878e+07 nChanged 235813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233340 members 
Mstep: Class 2 contains 247996 members 
Entering Unmasked Estep 
Score: -30303226.000000 Penalty: 4252.404297
	Iteration 1F: 3 clusters Score -3.030323e+07 nChanged 16826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230116 members 
Mstep: Class 2 contains 251220 members 
Entering Unmasked Estep 
Score: -30309152.000000 Penalty: 4252.404297
	Iteration 2Q: 3 clusters Score -3.030915e+07 nChanged 20991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225615 members 
Mstep: Class 2 contains 255721 members 
Entering Unmasked Estep 
Score: -30318366.000000 Penalty: 4252.404297
	Iteration 3Q: 3 clusters Score -3.031837e+07 nChanged 25329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219280 members 
Mstep: Class 2 contains 262056 members 
Entering Unmasked Estep 
Score: -30331600.000000 Penalty: 4252.404297
	Iteration 4F: 3 clusters Score -3.03316e+07 nChanged 29474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210476 members 
Mstep: Class 2 contains 270860 members 
Entering Unmasked Estep 
Score: -30349910.000000 Penalty: 4252.404297
	Iteration 5F: 3 clusters Score -3.034991e+07 nChanged 32322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198962 members 
Mstep: Class 2 contains 282374 members 
Entering Unmasked Estep 
Score: -30373672.000000 Penalty: 4252.404297
	Iteration 6F: 3 clusters Score -3.037367e+07 nChanged 32466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186540 members 
Mstep: Class 2 contains 294796 members 
Entering Unmasked Estep 
Score: -30398352.000000 Penalty: 4252.404297
	Iteration 7F: 3 clusters Score -3.039835e+07 nChanged 28870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176274 members 
Mstep: Class 2 contains 305062 members 
Entering Unmasked Estep 
Score: -30419208.000000 Penalty: 4252.404297
	Iteration 8F: 3 clusters Score -3.041921e+07 nChanged 22696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169556 members 
Mstep: Class 2 contains 311780 members 
Entering Unmasked Estep 
Score: -30432332.000000 Penalty: 4252.404297
	Iteration 9Q: 3 clusters Score -3.043233e+07 nChanged 15915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165541 members 
Mstep: Class 2 contains 315795 members 
Entering Unmasked Estep 
Score: -30438964.000000 Penalty: 4252.404297
	Iteration 10Q: 3 clusters Score -3.043896e+07 nChanged 10496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162799 members 
Mstep: Class 2 contains 318537 members 
Entering Unmasked Estep 
Score: -30442236.000000 Penalty: 4252.404297
	Iteration 11Q: 3 clusters Score -3.044224e+07 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160654 members 
Mstep: Class 2 contains 320682 members 
Entering Unmasked Estep 
Score: -30443962.000000 Penalty: 4252.404297
	Iteration 12Q: 3 clusters Score -3.044396e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158651 members 
Mstep: Class 2 contains 322685 members 
Entering Unmasked Estep 
Score: -30445306.000000 Penalty: 4252.404297
	Iteration 13Q: 3 clusters Score -3.044531e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156764 members 
Mstep: Class 2 contains 324572 members 
Entering Unmasked Estep 
Score: -30446440.000000 Penalty: 4252.404297
	Iteration 14Q: 3 clusters Score -3.044644e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154831 members 
Mstep: Class 2 contains 326505 members 
Entering Unmasked Estep 
Score: -30447542.000000 Penalty: 4252.404297
	Iteration 15Q: 3 clusters Score -3.044754e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152907 members 
Mstep: Class 2 contains 328429 members 
Entering Unmasked Estep 
Score: -30448448.000000 Penalty: 4252.404297
	Iteration 16Q: 3 clusters Score -3.044845e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150902 members 
Mstep: Class 2 contains 330434 members 
Entering Unmasked Estep 
Score: -30449374.000000 Penalty: 4252.404297
	Iteration 17Q: 3 clusters Score -3.044937e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148882 members 
Mstep: Class 2 contains 332454 members 
Entering Unmasked Estep 
Score: -30449962.000000 Penalty: 4252.404297
	Iteration 18Q: 3 clusters Score -3.044996e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146774 members 
Mstep: Class 2 contains 334562 members 
Entering Unmasked Estep 
Score: -30450412.000000 Penalty: 4252.404297
	Iteration 19Q: 3 clusters Score -3.045041e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144555 members 
Mstep: Class 2 contains 336781 members 
Entering Unmasked Estep 
Score: -30451268.000000 Penalty: 4252.404297
	Iteration 20F: 3 clusters Score -3.045127e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142158 members 
Mstep: Class 2 contains 339178 members 
Entering Unmasked Estep 
Score: -30451938.000000 Penalty: 4252.404297
	Iteration 21Q: 3 clusters Score -3.045194e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139680 members 
Mstep: Class 2 contains 341656 members 
Entering Unmasked Estep 
Score: -30452772.000000 Penalty: 4252.404297
	Iteration 22Q: 3 clusters Score -3.045277e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137106 members 
Mstep: Class 2 contains 344230 members 
Entering Unmasked Estep 
Score: -30453318.000000 Penalty: 4252.404297
	Iteration 23Q: 3 clusters Score -3.045332e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134361 members 
Mstep: Class 2 contains 346975 members 
Entering Unmasked Estep 
Score: -30453888.000000 Penalty: 4252.404297
	Iteration 24Q: 3 clusters Score -3.045389e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131620 members 
Mstep: Class 2 contains 349716 members 
Entering Unmasked Estep 
Score: -30454588.000000 Penalty: 4252.404297
	Iteration 25Q: 3 clusters Score -3.045459e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128954 members 
Mstep: Class 2 contains 352382 members 
Entering Unmasked Estep 
Score: -30455104.000000 Penalty: 4252.404297
	Iteration 26Q: 3 clusters Score -3.04551e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126206 members 
Mstep: Class 2 contains 355130 members 
Entering Unmasked Estep 
Score: -30455576.000000 Penalty: 4252.404297
	Iteration 27Q: 3 clusters Score -3.045558e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123450 members 
Mstep: Class 2 contains 357886 members 
Entering Unmasked Estep 
Score: -30456156.000000 Penalty: 4252.404297
	Iteration 28Q: 3 clusters Score -3.045616e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120812 members 
Mstep: Class 2 contains 360524 members 
Entering Unmasked Estep 
Score: -30456568.000000 Penalty: 4252.404297
	Iteration 29Q: 3 clusters Score -3.045657e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118254 members 
Mstep: Class 2 contains 363082 members 
Entering Unmasked Estep 
Score: -30456898.000000 Penalty: 4252.404297
	Iteration 30Q: 3 clusters Score -3.04569e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115703 members 
Mstep: Class 2 contains 365633 members 
Entering Unmasked Estep 
Score: -30457412.000000 Penalty: 4252.404297
	Iteration 31Q: 3 clusters Score -3.045741e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113150 members 
Mstep: Class 2 contains 368186 members 
Entering Unmasked Estep 
Score: -30457920.000000 Penalty: 4252.404297
	Iteration 32Q: 3 clusters Score -3.045792e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110664 members 
Mstep: Class 2 contains 370672 members 
Entering Unmasked Estep 
Score: -30458420.000000 Penalty: 4252.404297
	Iteration 33Q: 3 clusters Score -3.045842e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108276 members 
Mstep: Class 2 contains 373060 members 
Entering Unmasked Estep 
Score: -30458718.000000 Penalty: 4252.404297
	Iteration 34Q: 3 clusters Score -3.045872e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106003 members 
Mstep: Class 2 contains 375333 members 
Entering Unmasked Estep 
Score: -30458818.000000 Penalty: 4252.404297
	Iteration 35Q: 3 clusters Score -3.045882e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103760 members 
Mstep: Class 2 contains 377576 members 
Entering Unmasked Estep 
Score: -30459172.000000 Penalty: 4252.404297
	Iteration 36Q: 3 clusters Score -3.045917e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101628 members 
Mstep: Class 2 contains 379708 members 
Entering Unmasked Estep 
Score: -30459458.000000 Penalty: 4252.404297
	Iteration 37Q: 3 clusters Score -3.045946e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99450 members 
Mstep: Class 2 contains 381886 members 
Entering Unmasked Estep 
Score: -30459688.000000 Penalty: 4252.404297
	Iteration 38Q: 3 clusters Score -3.045969e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97305 members 
Mstep: Class 2 contains 384031 members 
Entering Unmasked Estep 
Score: -30459974.000000 Penalty: 4252.404297
	Iteration 39Q: 3 clusters Score -3.045997e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95218 members 
Mstep: Class 2 contains 386118 members 
Entering Unmasked Estep 
Score: -30460292.000000 Penalty: 4252.404297
	Iteration 40F: 3 clusters Score -3.046029e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93063 members 
Mstep: Class 2 contains 388273 members 
Entering Unmasked Estep 
Score: -30460544.000000 Penalty: 4252.404297
	Iteration 41Q: 3 clusters Score -3.046054e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90984 members 
Mstep: Class 2 contains 390352 members 
Entering Unmasked Estep 
Score: -30460720.000000 Penalty: 4252.404297
	Iteration 42Q: 3 clusters Score -3.046072e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88930 members 
Mstep: Class 2 contains 392406 members 
Entering Unmasked Estep 
Score: -30460742.000000 Penalty: 4252.404297
	Iteration 43Q: 3 clusters Score -3.046074e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86831 members 
Mstep: Class 2 contains 394505 members 
Entering Unmasked Estep 
Score: -30461004.000000 Penalty: 4252.404297
	Iteration 44Q: 3 clusters Score -3.0461e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84678 members 
Mstep: Class 2 contains 396658 members 
Entering Unmasked Estep 
Score: -30461400.000000 Penalty: 4252.404297
	Iteration 45Q: 3 clusters Score -3.04614e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82498 members 
Mstep: Class 2 contains 398838 members 
Entering Unmasked Estep 
Score: -30461572.000000 Penalty: 4252.404297
	Iteration 46Q: 3 clusters Score -3.046157e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80278 members 
Mstep: Class 2 contains 401058 members 
Entering Unmasked Estep 
Score: -30461986.000000 Penalty: 4252.404297
	Iteration 47Q: 3 clusters Score -3.046199e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78091 members 
Mstep: Class 2 contains 403245 members 
Entering Unmasked Estep 
Score: -30462260.000000 Penalty: 4252.404297
	Iteration 48Q: 3 clusters Score -3.046226e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75917 members 
Mstep: Class 2 contains 405419 members 
Entering Unmasked Estep 
Score: -30462388.000000 Penalty: 4252.404297
	Iteration 49Q: 3 clusters Score -3.046239e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73795 members 
Mstep: Class 2 contains 407541 members 
Entering Unmasked Estep 
Score: -30462682.000000 Penalty: 4252.404297
	Iteration 50Q: 3 clusters Score -3.046268e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71680 members 
Mstep: Class 2 contains 409656 members 
Entering Unmasked Estep 
Score: -30462820.000000 Penalty: 4252.404297
	Iteration 51Q: 3 clusters Score -3.046282e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69580 members 
Mstep: Class 2 contains 411756 members 
Entering Unmasked Estep 
Score: -30463156.000000 Penalty: 4252.404297
	Iteration 52Q: 3 clusters Score -3.046316e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67392 members 
Mstep: Class 2 contains 413944 members 
Entering Unmasked Estep 
Score: -30463470.000000 Penalty: 4252.404297
	Iteration 53Q: 3 clusters Score -3.046347e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65223 members 
Mstep: Class 2 contains 416113 members 
Entering Unmasked Estep 
Score: -30463772.000000 Penalty: 4252.404297
	Iteration 54Q: 3 clusters Score -3.046377e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63047 members 
Mstep: Class 2 contains 418289 members 
Entering Unmasked Estep 
Score: -30464166.000000 Penalty: 4252.404297
	Iteration 55Q: 3 clusters Score -3.046417e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60847 members 
Mstep: Class 2 contains 420489 members 
Entering Unmasked Estep 
Score: -30464610.000000 Penalty: 4252.404297
	Iteration 56Q: 3 clusters Score -3.046461e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58539 members 
Mstep: Class 2 contains 422797 members 
Entering Unmasked Estep 
Score: -30465098.000000 Penalty: 4252.404297
	Iteration 57Q: 3 clusters Score -3.04651e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56175 members 
Mstep: Class 2 contains 425161 members 
Entering Unmasked Estep 
Score: -30465566.000000 Penalty: 4252.404297
	Iteration 58Q: 3 clusters Score -3.046557e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53842 members 
Mstep: Class 2 contains 427494 members 
Entering Unmasked Estep 
Score: -30465974.000000 Penalty: 4252.404297
	Iteration 59Q: 3 clusters Score -3.046597e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51416 members 
Mstep: Class 2 contains 429920 members 
Entering Unmasked Estep 
Score: -30466460.000000 Penalty: 4252.404297
	Iteration 60F: 3 clusters Score -3.046646e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48953 members 
Mstep: Class 2 contains 432383 members 
Entering Unmasked Estep 
Score: -30466966.000000 Penalty: 4252.404297
	Iteration 61Q: 3 clusters Score -3.046697e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46424 members 
Mstep: Class 2 contains 434912 members 
Entering Unmasked Estep 
Score: -30467598.000000 Penalty: 4252.404297
	Iteration 62Q: 3 clusters Score -3.04676e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 437475 members 
Entering Unmasked Estep 
Score: -30468220.000000 Penalty: 4252.404297
	Iteration 63Q: 3 clusters Score -3.046822e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 440165 members 
Entering Unmasked Estep 
Score: -30468910.000000 Penalty: 4252.404297
	Iteration 64Q: 3 clusters Score -3.046891e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 442973 members 
Entering Unmasked Estep 
Score: -30469692.000000 Penalty: 4252.404297
	Iteration 65Q: 3 clusters Score -3.046969e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35435 members 
Mstep: Class 2 contains 445901 members 
Entering Unmasked Estep 
Score: -30470678.000000 Penalty: 4252.404297
	Iteration 66Q: 3 clusters Score -3.047068e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 448835 members 
Entering Unmasked Estep 
Score: -30471630.000000 Penalty: 4252.404297
	Iteration 67Q: 3 clusters Score -3.047163e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 451799 members 
Entering Unmasked Estep 
Score: -30472676.000000 Penalty: 4252.404297
	Iteration 68Q: 3 clusters Score -3.047268e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 454735 members 
Entering Unmasked Estep 
Score: -30473934.000000 Penalty: 4252.404297
	Iteration 69Q: 3 clusters Score -3.047393e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 457627 members 
Entering Unmasked Estep 
Score: -30474964.000000 Penalty: 4252.404297
	Iteration 70Q: 3 clusters Score -3.047496e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 460321 members 
Entering Unmasked Estep 
Score: -30475886.000000 Penalty: 4252.404297
	Iteration 71Q: 3 clusters Score -3.047589e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 462877 members 
Entering Unmasked Estep 
Score: -30476738.000000 Penalty: 4252.404297
	Iteration 72Q: 3 clusters Score -3.047674e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 465227 members 
Entering Unmasked Estep 
Score: -30477620.000000 Penalty: 4252.404297
	Iteration 73Q: 3 clusters Score -3.047762e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 467244 members 
Entering Unmasked Estep 
Score: -30478258.000000 Penalty: 4252.404297
	Iteration 74Q: 3 clusters Score -3.047826e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 469016 members 
Entering Unmasked Estep 
Score: -30478834.000000 Penalty: 4252.404297
	Iteration 75Q: 3 clusters Score -3.047883e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 470584 members 
Entering Unmasked Estep 
Score: -30479386.000000 Penalty: 4252.404297
	Iteration 76Q: 3 clusters Score -3.047939e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 471915 members 
Entering Unmasked Estep 
Score: -30479882.000000 Penalty: 4252.404297
	Iteration 77Q: 3 clusters Score -3.047988e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 473053 members 
Entering Unmasked Estep 
Score: -30480160.000000 Penalty: 4252.404297
	Iteration 78Q: 3 clusters Score -3.048016e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 474006 members 
Entering Unmasked Estep 
Score: -30480508.000000 Penalty: 4252.404297
	Iteration 79Q: 3 clusters Score -3.048051e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 474790 members 
Entering Unmasked Estep 
Score: -30480750.000000 Penalty: 4252.404297
	Iteration 80F: 3 clusters Score -3.048075e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 475448 members 
Entering Unmasked Estep 
Score: -30480960.000000 Penalty: 4252.404297
	Iteration 81Q: 3 clusters Score -3.048096e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 476010 members 
Entering Unmasked Estep 
Score: -30481174.000000 Penalty: 4252.404297
	Iteration 82Q: 3 clusters Score -3.048117e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 476474 members 
Entering Unmasked Estep 
Score: -30481302.000000 Penalty: 4252.404297
	Iteration 83Q: 3 clusters Score -3.04813e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 476854 members 
Entering Unmasked Estep 
Score: -30481424.000000 Penalty: 4252.404297
	Iteration 84Q: 3 clusters Score -3.048142e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 477159 members 
Entering Unmasked Estep 
Score: -30481440.000000 Penalty: 4252.404297
	Iteration 85Q: 3 clusters Score -3.048144e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 477412 members 
Entering Unmasked Estep 
Score: -30481470.000000 Penalty: 4252.404297
	Iteration 86Q: 3 clusters Score -3.048147e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 477610 members 
Entering Unmasked Estep 
Score: -30481496.000000 Penalty: 4252.404297
	Iteration 87Q: 3 clusters Score -3.04815e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 477752 members 
Entering Unmasked Estep 
Score: -30481536.000000 Penalty: 4252.404297
	Iteration 88Q: 3 clusters Score -3.048154e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 477892 members 
Entering Unmasked Estep 
Score: -30481594.000000 Penalty: 4252.404297
	Iteration 89Q: 3 clusters Score -3.048159e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 478017 members 
Entering Unmasked Estep 
Score: -30481618.000000 Penalty: 4252.404297
	Iteration 90Q: 3 clusters Score -3.048162e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 478115 members 
Entering Unmasked Estep 
Score: -30481658.000000 Penalty: 4252.404297
	Iteration 91Q: 3 clusters Score -3.048166e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 478201 members 
Entering Unmasked Estep 
Score: -30481656.000000 Penalty: 4252.404297
	Iteration 92Q: 3 clusters Score -3.048166e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 478281 members 
Entering Unmasked Estep 
Score: -30481668.000000 Penalty: 4252.404297
	Iteration 93Q: 3 clusters Score -3.048167e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 478352 members 
Entering Unmasked Estep 
Score: -30481708.000000 Penalty: 4252.404297
	Iteration 94Q: 3 clusters Score -3.048171e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 478439 members 
Entering Unmasked Estep 
Score: -30481750.000000 Penalty: 4252.404297
	Iteration 95Q: 3 clusters Score -3.048175e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 478503 members 
Entering Unmasked Estep 
Score: -30481770.000000 Penalty: 4252.404297
	Iteration 96Q: 3 clusters Score -3.048177e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 478561 members 
Entering Unmasked Estep 
Score: -30481798.000000 Penalty: 4252.404297
	Iteration 97Q: 3 clusters Score -3.04818e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 478615 members 
Entering Unmasked Estep 
Score: -30481780.000000 Penalty: 4252.404297
	Iteration 98Q: 3 clusters Score -3.048178e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 478657 members 
Entering Unmasked Estep 
Score: -30481786.000000 Penalty: 4252.404297
	Iteration 99Q: 3 clusters Score -3.048179e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 478693 members 
Entering Unmasked Estep 
Score: -30481782.000000 Penalty: 4252.404297
	Iteration 100F: 3 clusters Score -3.048178e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 478714 members 
Entering Unmasked Estep 
Score: -30481780.000000 Penalty: 4252.404297
	Iteration 101Q: 3 clusters Score -3.048178e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 478733 members 
Entering Unmasked Estep 
Score: -30481806.000000 Penalty: 4252.404297
	Iteration 102Q: 3 clusters Score -3.048181e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 478759 members 
Entering Unmasked Estep 
Score: -30481798.000000 Penalty: 4252.404297
	Iteration 103Q: 3 clusters Score -3.04818e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 478783 members 
Entering Unmasked Estep 
Score: -30481824.000000 Penalty: 4252.404297
	Iteration 104Q: 3 clusters Score -3.048182e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 478800 members 
Entering Unmasked Estep 
Score: -30481820.000000 Penalty: 4252.404297
	Iteration 105Q: 3 clusters Score -3.048182e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 478818 members 
Entering Unmasked Estep 
Score: -30481818.000000 Penalty: 4252.404297
	Iteration 106Q: 3 clusters Score -3.048182e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 478834 members 
Entering Unmasked Estep 
Score: -30481840.000000 Penalty: 4252.404297
	Iteration 107Q: 3 clusters Score -3.048184e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 478848 members 
Entering Unmasked Estep 
Score: -30481836.000000 Penalty: 4252.404297
	Iteration 108Q: 3 clusters Score -3.048184e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 478863 members 
Entering Unmasked Estep 
Score: -30481828.000000 Penalty: 4252.404297
	Iteration 109Q: 3 clusters Score -3.048183e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 478874 members 
Entering Unmasked Estep 
Score: -30481848.000000 Penalty: 4252.404297
	Iteration 110Q: 3 clusters Score -3.048185e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 478883 members 
Entering Unmasked Estep 
Score: -30481850.000000 Penalty: 4252.404297
	Iteration 111Q: 3 clusters Score -3.048185e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 478891 members 
Entering Unmasked Estep 
Score: -30481858.000000 Penalty: 4252.404297
	Iteration 112Q: 3 clusters Score -3.048186e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 478898 members 
Entering Unmasked Estep 
Score: -30481870.000000 Penalty: 4252.404297
	Iteration 113Q: 3 clusters Score -3.048187e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 478905 members 
Entering Unmasked Estep 
Score: -30481860.000000 Penalty: 4252.404297
	Iteration 114Q: 3 clusters Score -3.048186e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 478915 members 
Entering Unmasked Estep 
Score: -30481844.000000 Penalty: 4252.404297
	Iteration 115Q: 3 clusters Score -3.048184e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 478922 members 
Entering Unmasked Estep 
Score: -30481864.000000 Penalty: 4252.404297
	Iteration 116Q: 3 clusters Score -3.048186e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 478929 members 
Entering Unmasked Estep 
Score: -30481846.000000 Penalty: 4252.404297
	Iteration 117Q: 3 clusters Score -3.048185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 478935 members 
Entering Unmasked Estep 
Score: -30481852.000000 Penalty: 4252.404297
	Iteration 118Q: 3 clusters Score -3.048185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 478939 members 
Entering Unmasked Estep 
Score: -30481834.000000 Penalty: 4252.404297
	Iteration 119Q: 3 clusters Score -3.048183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 478941 members 
Entering Unmasked Estep 
Score: -30481862.000000 Penalty: 4252.404297
	Iteration 120F: 3 clusters Score -3.048186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 478946 members 
Entering Unmasked Estep 
Score: -30481854.000000 Penalty: 4252.404297
	Iteration 121Q: 3 clusters Score -3.048185e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 478955 members 
Entering Unmasked Estep 
Score: -30481844.000000 Penalty: 4252.404297
	Iteration 122Q: 3 clusters Score -3.048184e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 478962 members 
Entering Unmasked Estep 
Score: -30481838.000000 Penalty: 4252.404297
	Iteration 123Q: 3 clusters Score -3.048184e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 478965 members 
Entering Unmasked Estep 
Score: -30481842.000000 Penalty: 4252.404297
	Iteration 124Q: 3 clusters Score -3.048184e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 478972 members 
Entering Unmasked Estep 
Score: -30481816.000000 Penalty: 4252.404297
	Iteration 125Q: 3 clusters Score -3.048182e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 478984 members 
Entering Unmasked Estep 
Score: -30481818.000000 Penalty: 4252.404297
	Iteration 126Q: 3 clusters Score -3.048182e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 478996 members 
Entering Unmasked Estep 
Score: -30481838.000000 Penalty: 4252.404297
	Iteration 127Q: 3 clusters Score -3.048184e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 479006 members 
Entering Unmasked Estep 
Score: -30481828.000000 Penalty: 4252.404297
	Iteration 128Q: 3 clusters Score -3.048183e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 479020 members 
Entering Unmasked Estep 
Score: -30481812.000000 Penalty: 4252.404297
	Iteration 129Q: 3 clusters Score -3.048181e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 479036 members 
Entering Unmasked Estep 
Score: -30481812.000000 Penalty: 4252.404297
	Iteration 130Q: 3 clusters Score -3.048181e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 479044 members 
Entering Unmasked Estep 
Score: -30481842.000000 Penalty: 4252.404297
	Iteration 131Q: 3 clusters Score -3.048184e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 479055 members 
Entering Unmasked Estep 
Score: -30481830.000000 Penalty: 4252.404297
	Iteration 132Q: 3 clusters Score -3.048183e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 479063 members 
Entering Unmasked Estep 
Score: -30481844.000000 Penalty: 4252.404297
	Iteration 133Q: 3 clusters Score -3.048184e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 479077 members 
Entering Unmasked Estep 
Score: -30481822.000000 Penalty: 4252.404297
	Iteration 134Q: 3 clusters Score -3.048182e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 479091 members 
Entering Unmasked Estep 
Score: -30481852.000000 Penalty: 4252.404297
	Iteration 135Q: 3 clusters Score -3.048185e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 479104 members 
Entering Unmasked Estep 
Score: -30481868.000000 Penalty: 4252.404297
	Iteration 136Q: 3 clusters Score -3.048187e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 479118 members 
Entering Unmasked Estep 
Score: -30481872.000000 Penalty: 4252.404297
	Iteration 137Q: 3 clusters Score -3.048187e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 479130 members 
Entering Unmasked Estep 
Score: -30481896.000000 Penalty: 4252.404297
	Iteration 138Q: 3 clusters Score -3.04819e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 479143 members 
Entering Unmasked Estep 
Score: -30481904.000000 Penalty: 4252.404297
	Iteration 139Q: 3 clusters Score -3.04819e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 479158 members 
Entering Unmasked Estep 
Score: -30481884.000000 Penalty: 4252.404297
	Iteration 140F: 3 clusters Score -3.048188e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 479170 members 
Entering Unmasked Estep 
Score: -30481896.000000 Penalty: 4252.404297
	Iteration 141Q: 3 clusters Score -3.04819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 479177 members 
Entering Unmasked Estep 
Score: -30481910.000000 Penalty: 4252.404297
	Iteration 142Q: 3 clusters Score -3.048191e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 479185 members 
Entering Unmasked Estep 
Score: -30481906.000000 Penalty: 4252.404297
	Iteration 143Q: 3 clusters Score -3.048191e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 479196 members 
Entering Unmasked Estep 
Score: -30481904.000000 Penalty: 4252.404297
	Iteration 144Q: 3 clusters Score -3.04819e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 479204 members 
Entering Unmasked Estep 
Score: -30481894.000000 Penalty: 4252.404297
	Iteration 145Q: 3 clusters Score -3.048189e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 479215 members 
Entering Unmasked Estep 
Score: -30481908.000000 Penalty: 4252.404297
	Iteration 146Q: 3 clusters Score -3.048191e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 479222 members 
Entering Unmasked Estep 
Score: -30481916.000000 Penalty: 4252.404297
	Iteration 147Q: 3 clusters Score -3.048192e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 479233 members 
Entering Unmasked Estep 
Score: -30481920.000000 Penalty: 4252.404297
	Iteration 148Q: 3 clusters Score -3.048192e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 479245 members 
Entering Unmasked Estep 
Score: -30481940.000000 Penalty: 4252.404297
	Iteration 149Q: 3 clusters Score -3.048194e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 479250 members 
Entering Unmasked Estep 
Score: -30481918.000000 Penalty: 4252.404297
	Iteration 150Q: 3 clusters Score -3.048192e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 479258 members 
Entering Unmasked Estep 
Score: -30481946.000000 Penalty: 4252.404297
	Iteration 151Q: 3 clusters Score -3.048195e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 479264 members 
Entering Unmasked Estep 
Score: -30481930.000000 Penalty: 4252.404297
	Iteration 152Q: 3 clusters Score -3.048193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 479266 members 
Entering Unmasked Estep 
Score: -30481930.000000 Penalty: 4252.404297
	Iteration 153Q: 3 clusters Score -3.048193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 479267 members 
Entering Unmasked Estep 
Score: -30481916.000000 Penalty: 4252.404297
	Iteration 154Q: 3 clusters Score -3.048192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 479268 members 
Entering Unmasked Estep 
Score: -30481930.000000 Penalty: 4252.404297
	Iteration 155Q: 3 clusters Score -3.048193e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 479269 members 
Entering Unmasked Estep 
Score: -30481920.000000 Penalty: 4252.404297
	Iteration 156Q: 3 clusters Score -3.048192e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 479269 members 
Entering Unmasked Estep 
Score: -30481920.000000 Penalty: 4252.404297
	Iteration 157F: 3 clusters Score -3.048192e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Entering Unmasked Estep 
Score: -970708.250000 Penalty: 1559.804199
	Iteration 0F: 2 clusters Score -970708.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -960493.750000 Penalty: 3119.608398
	Iteration 0F: 3 clusters Score -960493.8 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -964262.750000 Penalty: 3119.608398
	Iteration 1F: 3 clusters Score -964262.8 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -965143.062500 Penalty: 3119.608398
	Iteration 2F: 3 clusters Score -965143.1 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -966276.687500 Penalty: 3119.608398
	Iteration 3F: 3 clusters Score -966276.7 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -967362.375000 Penalty: 3119.608398
	Iteration 4F: 3 clusters Score -967362.4 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -968249.625000 Penalty: 3119.608398
	Iteration 5F: 3 clusters Score -968249.6 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -968800.125000 Penalty: 3119.608398
	Iteration 6F: 3 clusters Score -968800.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -969062.312500 Penalty: 3119.608398
	Iteration 7Q: 3 clusters Score -969062.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -969165.125000 Penalty: 3119.608398
	Iteration 8Q: 3 clusters Score -969165.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -969207.250000 Penalty: 3119.608398
	Iteration 9Q: 3 clusters Score -969207.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -969238.875000 Penalty: 3119.608398
	Iteration 10Q: 3 clusters Score -969238.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -969262.250000 Penalty: 3119.608398
	Iteration 11Q: 3 clusters Score -969262.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -969272.562500 Penalty: 3119.608398
	Iteration 12Q: 3 clusters Score -969272.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -969290.750000 Penalty: 3119.608398
	Iteration 13Q: 3 clusters Score -969290.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -969302.312500 Penalty: 3119.608398
	Iteration 14Q: 3 clusters Score -969302.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -969317.625000 Penalty: 3119.608398
	Iteration 15Q: 3 clusters Score -969317.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -969333.750000 Penalty: 3119.608398
	Iteration 16Q: 3 clusters Score -969333.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -969353.000000 Penalty: 3119.608398
	Iteration 17Q: 3 clusters Score -969353 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -969383.187500 Penalty: 3119.608398
	Iteration 18Q: 3 clusters Score -969383.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -969415.250000 Penalty: 3119.608398
	Iteration 19Q: 3 clusters Score -969415.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -969431.125000 Penalty: 3119.608398
	Iteration 20F: 3 clusters Score -969431.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -969446.437500 Penalty: 3119.608398
	Iteration 21Q: 3 clusters Score -969446.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -969466.437500 Penalty: 3119.608398
	Iteration 22Q: 3 clusters Score -969466.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -969481.750000 Penalty: 3119.608398
	Iteration 23Q: 3 clusters Score -969481.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -969492.562500 Penalty: 3119.608398
	Iteration 24Q: 3 clusters Score -969492.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -969500.687500 Penalty: 3119.608398
	Iteration 25Q: 3 clusters Score -969500.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -969511.437500 Penalty: 3119.608398
	Iteration 26Q: 3 clusters Score -969511.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -969520.125000 Penalty: 3119.608398
	Iteration 27Q: 3 clusters Score -969520.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -969526.375000 Penalty: 3119.608398
	Iteration 28Q: 3 clusters Score -969526.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -969531.125000 Penalty: 3119.608398
	Iteration 29Q: 3 clusters Score -969531.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -969538.937500 Penalty: 3119.608398
	Iteration 30Q: 3 clusters Score -969538.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -969541.000000 Penalty: 3119.608398
	Iteration 31Q: 3 clusters Score -969541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -969541.937500 Penalty: 3119.608398
	Iteration 32Q: 3 clusters Score -969541.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -969544.500000 Penalty: 3119.608398
	Iteration 33Q: 3 clusters Score -969544.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -969546.375000 Penalty: 3119.608398
	Iteration 34Q: 3 clusters Score -969546.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -969547.437500 Penalty: 3119.608398
	Iteration 35Q: 3 clusters Score -969547.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -969549.125000 Penalty: 3119.608398
	Iteration 36Q: 3 clusters Score -969549.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -969549.562500 Penalty: 3119.608398
	Iteration 37Q: 3 clusters Score -969549.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -969552.312500 Penalty: 3119.608398
	Iteration 38Q: 3 clusters Score -969552.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -969551.687500 Penalty: 3119.608398
	Iteration 39Q: 3 clusters Score -969551.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -969556.062500 Penalty: 3119.608398
	Iteration 40F: 3 clusters Score -969556.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -969559.250000 Penalty: 3119.608398
	Iteration 41Q: 3 clusters Score -969559.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -969558.687500 Penalty: 3119.608398
	Iteration 42Q: 3 clusters Score -969558.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -969563.125000 Penalty: 3119.608398
	Iteration 43Q: 3 clusters Score -969563.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -969565.062500 Penalty: 3119.608398
	Iteration 44Q: 3 clusters Score -969565.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -969568.562500 Penalty: 3119.608398
	Iteration 45Q: 3 clusters Score -969568.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -969573.812500 Penalty: 3119.608398
	Iteration 46Q: 3 clusters Score -969573.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -969577.812500 Penalty: 3119.608398
	Iteration 47Q: 3 clusters Score -969577.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -969580.062500 Penalty: 3119.608398
	Iteration 48Q: 3 clusters Score -969580.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -969583.812500 Penalty: 3119.608398
	Iteration 49Q: 3 clusters Score -969583.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -969583.062500 Penalty: 3119.608398
	Iteration 50Q: 3 clusters Score -969583.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -969586.625000 Penalty: 3119.608398
	Iteration 51Q: 3 clusters Score -969586.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -969589.187500 Penalty: 3119.608398
	Iteration 52Q: 3 clusters Score -969589.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -969593.437500 Penalty: 3119.608398
	Iteration 53Q: 3 clusters Score -969593.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -969595.875000 Penalty: 3119.608398
	Iteration 54Q: 3 clusters Score -969595.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -969598.437500 Penalty: 3119.608398
	Iteration 55Q: 3 clusters Score -969598.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -969600.000000 Penalty: 3119.608398
	Iteration 56Q: 3 clusters Score -969600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -969602.875000 Penalty: 3119.608398
	Iteration 57Q: 3 clusters Score -969602.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -969607.062500 Penalty: 3119.608398
	Iteration 58Q: 3 clusters Score -969607.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -969608.312500 Penalty: 3119.608398
	Iteration 59Q: 3 clusters Score -969608.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -969611.875000 Penalty: 3119.608398
	Iteration 60F: 3 clusters Score -969611.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -969614.312500 Penalty: 3119.608398
	Iteration 61Q: 3 clusters Score -969614.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -969613.687500 Penalty: 3119.608398
	Iteration 62Q: 3 clusters Score -969613.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -969617.875000 Penalty: 3119.608398
	Iteration 63Q: 3 clusters Score -969617.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -969622.062500 Penalty: 3119.608398
	Iteration 64Q: 3 clusters Score -969622.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -969624.000000 Penalty: 3119.608398
	Iteration 65Q: 3 clusters Score -969624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -969627.062500 Penalty: 3119.608398
	Iteration 66Q: 3 clusters Score -969627.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -969627.000000 Penalty: 3119.608398
	Iteration 67Q: 3 clusters Score -969627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -969628.750000 Penalty: 3119.608398
	Iteration 68Q: 3 clusters Score -969628.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -969629.687500 Penalty: 3119.608398
	Iteration 69Q: 3 clusters Score -969629.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -969629.500000 Penalty: 3119.608398
	Iteration 70Q: 3 clusters Score -969629.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -969629.500000 Penalty: 3119.608398
	Iteration 71F: 3 clusters Score -969629.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Entering Unmasked Estep 
Score: -984599.750000 Penalty: 1568.775024
	Iteration 0F: 2 clusters Score -984599.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -973767.750000 Penalty: 3137.550049
	Iteration 0F: 3 clusters Score -973767.8 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -977543.562500 Penalty: 3137.550049
	Iteration 1F: 3 clusters Score -977543.6 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -977854.562500 Penalty: 3137.550049
	Iteration 2F: 3 clusters Score -977854.6 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -978101.875000 Penalty: 3137.550049
	Iteration 3Q: 3 clusters Score -978101.9 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -978299.937500 Penalty: 3137.550049
	Iteration 4Q: 3 clusters Score -978299.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -978490.062500 Penalty: 3137.550049
	Iteration 5Q: 3 clusters Score -978490.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -978698.812500 Penalty: 3137.550049
	Iteration 6Q: 3 clusters Score -978698.8 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -978937.625000 Penalty: 3137.550049
	Iteration 7Q: 3 clusters Score -978937.6 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -979210.250000 Penalty: 3137.550049
	Iteration 8Q: 3 clusters Score -979210.2 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -979544.312500 Penalty: 3137.550049
	Iteration 9Q: 3 clusters Score -979544.3 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -979917.500000 Penalty: 3137.550049
	Iteration 10Q: 3 clusters Score -979917.5 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -980341.375000 Penalty: 3137.550049
	Iteration 11Q: 3 clusters Score -980341.4 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -980759.562500 Penalty: 3137.550049
	Iteration 12Q: 3 clusters Score -980759.6 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -981098.000000 Penalty: 3137.550049
	Iteration 13Q: 3 clusters Score -981098 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -981323.062500 Penalty: 3137.550049
	Iteration 14Q: 3 clusters Score -981323.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -981497.312500 Penalty: 3137.550049
	Iteration 15Q: 3 clusters Score -981497.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -981612.375000 Penalty: 3137.550049
	Iteration 16Q: 3 clusters Score -981612.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -981696.125000 Penalty: 3137.550049
	Iteration 17Q: 3 clusters Score -981696.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -981763.312500 Penalty: 3137.550049
	Iteration 18Q: 3 clusters Score -981763.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -981834.187500 Penalty: 3137.550049
	Iteration 19Q: 3 clusters Score -981834.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -981901.125000 Penalty: 3137.550049
	Iteration 20F: 3 clusters Score -981901.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -981950.312500 Penalty: 3137.550049
	Iteration 21Q: 3 clusters Score -981950.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -981995.000000 Penalty: 3137.550049
	Iteration 22Q: 3 clusters Score -981995 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -982035.062500 Penalty: 3137.550049
	Iteration 23Q: 3 clusters Score -982035.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -982072.187500 Penalty: 3137.550049
	Iteration 24Q: 3 clusters Score -982072.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -982105.687500 Penalty: 3137.550049
	Iteration 25Q: 3 clusters Score -982105.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -982131.875000 Penalty: 3137.550049
	Iteration 26Q: 3 clusters Score -982131.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -982160.937500 Penalty: 3137.550049
	Iteration 27Q: 3 clusters Score -982160.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -982196.687500 Penalty: 3137.550049
	Iteration 28Q: 3 clusters Score -982196.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -982222.875000 Penalty: 3137.550049
	Iteration 29Q: 3 clusters Score -982222.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -982247.437500 Penalty: 3137.550049
	Iteration 30Q: 3 clusters Score -982247.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -982266.625000 Penalty: 3137.550049
	Iteration 31Q: 3 clusters Score -982266.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -982285.437500 Penalty: 3137.550049
	Iteration 32Q: 3 clusters Score -982285.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -982302.125000 Penalty: 3137.550049
	Iteration 33Q: 3 clusters Score -982302.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -982320.812500 Penalty: 3137.550049
	Iteration 34Q: 3 clusters Score -982320.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -982332.562500 Penalty: 3137.550049
	Iteration 35Q: 3 clusters Score -982332.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -982343.000000 Penalty: 3137.550049
	Iteration 36Q: 3 clusters Score -982343 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -982347.312500 Penalty: 3137.550049
	Iteration 37Q: 3 clusters Score -982347.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -982366.562500 Penalty: 3137.550049
	Iteration 38Q: 3 clusters Score -982366.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -982381.125000 Penalty: 3137.550049
	Iteration 39Q: 3 clusters Score -982381.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -982392.875000 Penalty: 3137.550049
	Iteration 40F: 3 clusters Score -982392.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -982410.062500 Penalty: 3137.550049
	Iteration 41Q: 3 clusters Score -982410.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -982432.687500 Penalty: 3137.550049
	Iteration 42Q: 3 clusters Score -982432.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -982443.875000 Penalty: 3137.550049
	Iteration 43Q: 3 clusters Score -982443.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -982463.875000 Penalty: 3137.550049
	Iteration 44Q: 3 clusters Score -982463.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -982488.250000 Penalty: 3137.550049
	Iteration 45Q: 3 clusters Score -982488.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -982517.875000 Penalty: 3137.550049
	Iteration 46Q: 3 clusters Score -982517.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -982547.312500 Penalty: 3137.550049
	Iteration 47Q: 3 clusters Score -982547.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -982565.125000 Penalty: 3137.550049
	Iteration 48Q: 3 clusters Score -982565.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -982586.562500 Penalty: 3137.550049
	Iteration 49Q: 3 clusters Score -982586.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -982608.125000 Penalty: 3137.550049
	Iteration 50Q: 3 clusters Score -982608.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -982627.750000 Penalty: 3137.550049
	Iteration 51Q: 3 clusters Score -982627.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -982647.375000 Penalty: 3137.550049
	Iteration 52Q: 3 clusters Score -982647.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -982666.562500 Penalty: 3137.550049
	Iteration 53Q: 3 clusters Score -982666.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -982680.625000 Penalty: 3137.550049
	Iteration 54Q: 3 clusters Score -982680.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -982695.187500 Penalty: 3137.550049
	Iteration 55Q: 3 clusters Score -982695.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -982708.000000 Penalty: 3137.550049
	Iteration 56Q: 3 clusters Score -982708 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -982723.187500 Penalty: 3137.550049
	Iteration 57Q: 3 clusters Score -982723.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -982737.312500 Penalty: 3137.550049
	Iteration 58Q: 3 clusters Score -982737.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -982748.437500 Penalty: 3137.550049
	Iteration 59Q: 3 clusters Score -982748.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -982765.125000 Penalty: 3137.550049
	Iteration 60F: 3 clusters Score -982765.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -982778.937500 Penalty: 3137.550049
	Iteration 61Q: 3 clusters Score -982778.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -982793.562500 Penalty: 3137.550049
	Iteration 62Q: 3 clusters Score -982793.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -982802.250000 Penalty: 3137.550049
	Iteration 63Q: 3 clusters Score -982802.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -982817.750000 Penalty: 3137.550049
	Iteration 64Q: 3 clusters Score -982817.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -982825.875000 Penalty: 3137.550049
	Iteration 65Q: 3 clusters Score -982825.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -982835.687500 Penalty: 3137.550049
	Iteration 66Q: 3 clusters Score -982835.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -982847.375000 Penalty: 3137.550049
	Iteration 67Q: 3 clusters Score -982847.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -982852.812500 Penalty: 3137.550049
	Iteration 68Q: 3 clusters Score -982852.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -982857.500000 Penalty: 3137.550049
	Iteration 69Q: 3 clusters Score -982857.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -982863.937500 Penalty: 3137.550049
	Iteration 70Q: 3 clusters Score -982863.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -982871.125000 Penalty: 3137.550049
	Iteration 71Q: 3 clusters Score -982871.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -982881.625000 Penalty: 3137.550049
	Iteration 72Q: 3 clusters Score -982881.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -982888.625000 Penalty: 3137.550049
	Iteration 73Q: 3 clusters Score -982888.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -982897.625000 Penalty: 3137.550049
	Iteration 74Q: 3 clusters Score -982897.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -982912.250000 Penalty: 3137.550049
	Iteration 75Q: 3 clusters Score -982912.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -982928.875000 Penalty: 3137.550049
	Iteration 76Q: 3 clusters Score -982928.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -982938.250000 Penalty: 3137.550049
	Iteration 77Q: 3 clusters Score -982938.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -982953.187500 Penalty: 3137.550049
	Iteration 78Q: 3 clusters Score -982953.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -982970.437500 Penalty: 3137.550049
	Iteration 79Q: 3 clusters Score -982970.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -982989.750000 Penalty: 3137.550049
	Iteration 80F: 3 clusters Score -982989.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -983010.437500 Penalty: 3137.550049
	Iteration 81Q: 3 clusters Score -983010.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -983031.500000 Penalty: 3137.550049
	Iteration 82Q: 3 clusters Score -983031.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -983051.625000 Penalty: 3137.550049
	Iteration 83Q: 3 clusters Score -983051.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -983075.437500 Penalty: 3137.550049
	Iteration 84Q: 3 clusters Score -983075.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -983094.312500 Penalty: 3137.550049
	Iteration 85Q: 3 clusters Score -983094.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -983113.062500 Penalty: 3137.550049
	Iteration 86Q: 3 clusters Score -983113.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -983135.562500 Penalty: 3137.550049
	Iteration 87Q: 3 clusters Score -983135.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -983156.812500 Penalty: 3137.550049
	Iteration 88Q: 3 clusters Score -983156.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -983178.000000 Penalty: 3137.550049
	Iteration 89Q: 3 clusters Score -983178 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -983187.625000 Penalty: 3137.550049
	Iteration 90Q: 3 clusters Score -983187.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -983197.687500 Penalty: 3137.550049
	Iteration 91Q: 3 clusters Score -983197.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -983207.625000 Penalty: 3137.550049
	Iteration 92Q: 3 clusters Score -983207.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -983212.750000 Penalty: 3137.550049
	Iteration 93Q: 3 clusters Score -983212.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -983221.125000 Penalty: 3137.550049
	Iteration 94Q: 3 clusters Score -983221.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -983234.750000 Penalty: 3137.550049
	Iteration 95Q: 3 clusters Score -983234.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -983242.000000 Penalty: 3137.550049
	Iteration 96Q: 3 clusters Score -983242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -983245.812500 Penalty: 3137.550049
	Iteration 97Q: 3 clusters Score -983245.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -983251.187500 Penalty: 3137.550049
	Iteration 98Q: 3 clusters Score -983251.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -983256.312500 Penalty: 3137.550049
	Iteration 99Q: 3 clusters Score -983256.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -983262.500000 Penalty: 3137.550049
	Iteration 100F: 3 clusters Score -983262.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -983266.500000 Penalty: 3137.550049
	Iteration 101Q: 3 clusters Score -983266.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -983272.062500 Penalty: 3137.550049
	Iteration 102Q: 3 clusters Score -983272.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -983275.937500 Penalty: 3137.550049
	Iteration 103Q: 3 clusters Score -983275.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -983280.375000 Penalty: 3137.550049
	Iteration 104Q: 3 clusters Score -983280.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -983284.250000 Penalty: 3137.550049
	Iteration 105Q: 3 clusters Score -983284.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -983287.687500 Penalty: 3137.550049
	Iteration 106Q: 3 clusters Score -983287.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -983288.750000 Penalty: 3137.550049
	Iteration 107Q: 3 clusters Score -983288.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -983289.312500 Penalty: 3137.550049
	Iteration 108Q: 3 clusters Score -983289.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -983291.875000 Penalty: 3137.550049
	Iteration 109Q: 3 clusters Score -983291.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -983294.625000 Penalty: 3137.550049
	Iteration 110Q: 3 clusters Score -983294.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -983295.437500 Penalty: 3137.550049
	Iteration 111Q: 3 clusters Score -983295.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -983294.875000 Penalty: 3137.550049
	Iteration 112Q: 3 clusters Score -983294.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -983295.125000 Penalty: 3137.550049
	Iteration 113Q: 3 clusters Score -983295.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -983294.875000 Penalty: 3137.550049
	Iteration 114Q: 3 clusters Score -983294.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -983296.750000 Penalty: 3137.550049
	Iteration 115Q: 3 clusters Score -983296.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -983296.750000 Penalty: 3137.550049
	Iteration 116F: 3 clusters Score -983296.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Entering Unmasked Estep 
Score: -79481.117188 Penalty: 1180.404907
	Iteration 0F: 2 clusters Score -79481.12 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 751 members 
Entering Unmasked Estep 
Score: -77715.429688 Penalty: 2360.809814
	Iteration 0F: 3 clusters Score -77715.43 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -78077.406250 Penalty: 2360.809814
	Iteration 1F: 3 clusters Score -78077.41 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -78196.945312 Penalty: 2360.809814
	Iteration 2F: 3 clusters Score -78196.95 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -78266.562500 Penalty: 2360.809814
	Iteration 3F: 3 clusters Score -78266.56 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -78318.601562 Penalty: 2360.809814
	Iteration 4Q: 3 clusters Score -78318.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -78349.156250 Penalty: 2360.809814
	Iteration 5Q: 3 clusters Score -78349.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -78381.664062 Penalty: 2360.809814
	Iteration 6Q: 3 clusters Score -78381.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -78410.093750 Penalty: 2360.809814
	Iteration 7Q: 3 clusters Score -78410.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -78437.406250 Penalty: 2360.809814
	Iteration 8Q: 3 clusters Score -78437.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -78476.921875 Penalty: 2360.809814
	Iteration 9Q: 3 clusters Score -78476.92 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -78515.382812 Penalty: 2360.809814
	Iteration 10Q: 3 clusters Score -78515.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -78545.507812 Penalty: 2360.809814
	Iteration 11Q: 3 clusters Score -78545.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -78568.132812 Penalty: 2360.809814
	Iteration 12Q: 3 clusters Score -78568.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -78585.804688 Penalty: 2360.809814
	Iteration 13Q: 3 clusters Score -78585.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -78603.773438 Penalty: 2360.809814
	Iteration 14Q: 3 clusters Score -78603.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -78614.406250 Penalty: 2360.809814
	Iteration 15Q: 3 clusters Score -78614.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -78618.164062 Penalty: 2360.809814
	Iteration 16Q: 3 clusters Score -78618.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -78619.609375 Penalty: 2360.809814
	Iteration 17Q: 3 clusters Score -78619.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -78620.812500 Penalty: 2360.809814
	Iteration 18Q: 3 clusters Score -78620.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -78621.101562 Penalty: 2360.809814
	Iteration 19Q: 3 clusters Score -78621.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -78621.507812 Penalty: 2360.809814
	Iteration 20F: 3 clusters Score -78621.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Entering Unmasked Estep 
Score: -483589.406250 Penalty: 1457.695190
	Iteration 0F: 2 clusters Score -483589.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -477795.906250 Penalty: 2915.390381
	Iteration 0F: 3 clusters Score -477795.9 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -479559.562500 Penalty: 2915.390381
	Iteration 1F: 3 clusters Score -479559.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -479734.406250 Penalty: 2915.390381
	Iteration 2F: 3 clusters Score -479734.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -479862.718750 Penalty: 2915.390381
	Iteration 3Q: 3 clusters Score -479862.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -479966.156250 Penalty: 2915.390381
	Iteration 4Q: 3 clusters Score -479966.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -480059.500000 Penalty: 2915.390381
	Iteration 5Q: 3 clusters Score -480059.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -480162.093750 Penalty: 2915.390381
	Iteration 6Q: 3 clusters Score -480162.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -480293.718750 Penalty: 2915.390381
	Iteration 7Q: 3 clusters Score -480293.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -480425.000000 Penalty: 2915.390381
	Iteration 8Q: 3 clusters Score -480425 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -480561.437500 Penalty: 2915.390381
	Iteration 9Q: 3 clusters Score -480561.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -480708.656250 Penalty: 2915.390381
	Iteration 10Q: 3 clusters Score -480708.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -480843.968750 Penalty: 2915.390381
	Iteration 11Q: 3 clusters Score -480844 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -480957.187500 Penalty: 2915.390381
	Iteration 12Q: 3 clusters Score -480957.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -481070.468750 Penalty: 2915.390381
	Iteration 13Q: 3 clusters Score -481070.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -481149.125000 Penalty: 2915.390381
	Iteration 14Q: 3 clusters Score -481149.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -481209.437500 Penalty: 2915.390381
	Iteration 15Q: 3 clusters Score -481209.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -481263.531250 Penalty: 2915.390381
	Iteration 16Q: 3 clusters Score -481263.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -481317.531250 Penalty: 2915.390381
	Iteration 17Q: 3 clusters Score -481317.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -481359.437500 Penalty: 2915.390381
	Iteration 18Q: 3 clusters Score -481359.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -481395.906250 Penalty: 2915.390381
	Iteration 19Q: 3 clusters Score -481395.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -481431.125000 Penalty: 2915.390381
	Iteration 20F: 3 clusters Score -481431.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -481460.125000 Penalty: 2915.390381
	Iteration 21Q: 3 clusters Score -481460.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -481483.031250 Penalty: 2915.390381
	Iteration 22Q: 3 clusters Score -481483 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -481501.250000 Penalty: 2915.390381
	Iteration 23Q: 3 clusters Score -481501.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -481527.625000 Penalty: 2915.390381
	Iteration 24Q: 3 clusters Score -481527.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -481555.968750 Penalty: 2915.390381
	Iteration 25Q: 3 clusters Score -481556 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -481578.562500 Penalty: 2915.390381
	Iteration 26Q: 3 clusters Score -481578.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -481604.375000 Penalty: 2915.390381
	Iteration 27Q: 3 clusters Score -481604.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -481629.500000 Penalty: 2915.390381
	Iteration 28Q: 3 clusters Score -481629.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -481653.281250 Penalty: 2915.390381
	Iteration 29Q: 3 clusters Score -481653.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -481681.218750 Penalty: 2915.390381
	Iteration 30Q: 3 clusters Score -481681.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -481713.906250 Penalty: 2915.390381
	Iteration 31Q: 3 clusters Score -481713.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -481760.593750 Penalty: 2915.390381
	Iteration 32Q: 3 clusters Score -481760.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -481806.375000 Penalty: 2915.390381
	Iteration 33Q: 3 clusters Score -481806.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -481847.031250 Penalty: 2915.390381
	Iteration 34Q: 3 clusters Score -481847 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -481883.656250 Penalty: 2915.390381
	Iteration 35Q: 3 clusters Score -481883.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -481931.968750 Penalty: 2915.390381
	Iteration 36Q: 3 clusters Score -481932 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -482000.937500 Penalty: 2915.390381
	Iteration 37Q: 3 clusters Score -482000.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -482063.843750 Penalty: 2915.390381
	Iteration 38Q: 3 clusters Score -482063.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -482127.687500 Penalty: 2915.390381
	Iteration 39Q: 3 clusters Score -482127.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -482182.625000 Penalty: 2915.390381
	Iteration 40F: 3 clusters Score -482182.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -482229.812500 Penalty: 2915.390381
	Iteration 41Q: 3 clusters Score -482229.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -482279.625000 Penalty: 2915.390381
	Iteration 42Q: 3 clusters Score -482279.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -482317.343750 Penalty: 2915.390381
	Iteration 43Q: 3 clusters Score -482317.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -482348.093750 Penalty: 2915.390381
	Iteration 44Q: 3 clusters Score -482348.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -482369.031250 Penalty: 2915.390381
	Iteration 45Q: 3 clusters Score -482369 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -482388.437500 Penalty: 2915.390381
	Iteration 46Q: 3 clusters Score -482388.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -482401.625000 Penalty: 2915.390381
	Iteration 47Q: 3 clusters Score -482401.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -482411.281250 Penalty: 2915.390381
	Iteration 48Q: 3 clusters Score -482411.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -482419.812500 Penalty: 2915.390381
	Iteration 49Q: 3 clusters Score -482419.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -482424.843750 Penalty: 2915.390381
	Iteration 50Q: 3 clusters Score -482424.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -482428.875000 Penalty: 2915.390381
	Iteration 51Q: 3 clusters Score -482428.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -482431.437500 Penalty: 2915.390381
	Iteration 52Q: 3 clusters Score -482431.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -482433.625000 Penalty: 2915.390381
	Iteration 53Q: 3 clusters Score -482433.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -482435.906250 Penalty: 2915.390381
	Iteration 54Q: 3 clusters Score -482435.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -482436.375000 Penalty: 2915.390381
	Iteration 55Q: 3 clusters Score -482436.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -482440.000000 Penalty: 2915.390381
	Iteration 56Q: 3 clusters Score -482440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -482439.437500 Penalty: 2915.390381
	Iteration 57Q: 3 clusters Score -482439.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -482439.781250 Penalty: 2915.390381
	Iteration 58Q: 3 clusters Score -482439.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -482442.093750 Penalty: 2915.390381
	Iteration 59Q: 3 clusters Score -482442.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -482443.937500 Penalty: 2915.390381
	Iteration 60F: 3 clusters Score -482443.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -482444.250000 Penalty: 2915.390381
	Iteration 61Q: 3 clusters Score -482444.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -482444.281250 Penalty: 2915.390381
	Iteration 62Q: 3 clusters Score -482444.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -482444.531250 Penalty: 2915.390381
	Iteration 63Q: 3 clusters Score -482444.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -482444.531250 Penalty: 2915.390381
	Iteration 64F: 3 clusters Score -482444.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Entering Unmasked Estep 
Score: -349936.593750 Penalty: 1407.065674
	Iteration 0F: 2 clusters Score -349936.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -345455.468750 Penalty: 2814.131348
	Iteration 0F: 3 clusters Score -345455.5 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -346887.093750 Penalty: 2814.131348
	Iteration 1F: 3 clusters Score -346887.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -347236.000000 Penalty: 2814.131348
	Iteration 2F: 3 clusters Score -347236 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -347577.437500 Penalty: 2814.131348
	Iteration 3F: 3 clusters Score -347577.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -347959.906250 Penalty: 2814.131348
	Iteration 4F: 3 clusters Score -347959.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -348373.625000 Penalty: 2814.131348
	Iteration 5F: 3 clusters Score -348373.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -348859.093750 Penalty: 2814.131348
	Iteration 6F: 3 clusters Score -348859.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -349205.000000 Penalty: 2814.131348
	Iteration 7F: 3 clusters Score -349205 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -349391.468750 Penalty: 2814.131348
	Iteration 8Q: 3 clusters Score -349391.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -349490.968750 Penalty: 2814.131348
	Iteration 9Q: 3 clusters Score -349491 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -349555.343750 Penalty: 2814.131348
	Iteration 10Q: 3 clusters Score -349555.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -349602.250000 Penalty: 2814.131348
	Iteration 11Q: 3 clusters Score -349602.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -349639.343750 Penalty: 2814.131348
	Iteration 12Q: 3 clusters Score -349639.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -349665.187500 Penalty: 2814.131348
	Iteration 13Q: 3 clusters Score -349665.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -349679.593750 Penalty: 2814.131348
	Iteration 14Q: 3 clusters Score -349679.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -349691.500000 Penalty: 2814.131348
	Iteration 15Q: 3 clusters Score -349691.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -349696.031250 Penalty: 2814.131348
	Iteration 16Q: 3 clusters Score -349696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -349700.437500 Penalty: 2814.131348
	Iteration 17Q: 3 clusters Score -349700.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -349704.000000 Penalty: 2814.131348
	Iteration 18Q: 3 clusters Score -349704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -349706.187500 Penalty: 2814.131348
	Iteration 19Q: 3 clusters Score -349706.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -349707.125000 Penalty: 2814.131348
	Iteration 20F: 3 clusters Score -349707.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -349708.875000 Penalty: 2814.131348
	Iteration 21Q: 3 clusters Score -349708.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -349709.250000 Penalty: 2814.131348
	Iteration 22Q: 3 clusters Score -349709.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -349710.062500 Penalty: 2814.131348
	Iteration 23Q: 3 clusters Score -349710.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -349710.062500 Penalty: 2814.131348
	Iteration 24F: 3 clusters Score -349710.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Entering Unmasked Estep 
Score: -2412772.750000 Penalty: 1710.029297
	Iteration 0F: 2 clusters Score -2412773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -2387856.500000 Penalty: 3420.058594
	Iteration 0F: 3 clusters Score -2387856 nChanged 17253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -2398481.500000 Penalty: 3420.058594
	Iteration 1F: 3 clusters Score -2398482 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -2400000.250000 Penalty: 3420.058594
	Iteration 2F: 3 clusters Score -2400000 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -2402001.250000 Penalty: 3420.058594
	Iteration 3F: 3 clusters Score -2402001 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2403995.500000 Penalty: 3420.058594
	Iteration 4F: 3 clusters Score -2403996 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -2405557.250000 Penalty: 3420.058594
	Iteration 5F: 3 clusters Score -2405557 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2406691.250000 Penalty: 3420.058594
	Iteration 6F: 3 clusters Score -2406691 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -2407556.250000 Penalty: 3420.058594
	Iteration 7Q: 3 clusters Score -2407556 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -2408134.250000 Penalty: 3420.058594
	Iteration 8Q: 3 clusters Score -2408134 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -2408437.500000 Penalty: 3420.058594
	Iteration 9Q: 3 clusters Score -2408438 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2408674.000000 Penalty: 3420.058594
	Iteration 10Q: 3 clusters Score -2408674 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2408862.750000 Penalty: 3420.058594
	Iteration 11Q: 3 clusters Score -2408863 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2409043.750000 Penalty: 3420.058594
	Iteration 12Q: 3 clusters Score -2409044 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -2409218.000000 Penalty: 3420.058594
	Iteration 13Q: 3 clusters Score -2409218 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -2409401.750000 Penalty: 3420.058594
	Iteration 14Q: 3 clusters Score -2409402 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -2409630.250000 Penalty: 3420.058594
	Iteration 15Q: 3 clusters Score -2409630 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2409847.000000 Penalty: 3420.058594
	Iteration 16Q: 3 clusters Score -2409847 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -2410055.250000 Penalty: 3420.058594
	Iteration 17Q: 3 clusters Score -2410055 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -2410251.250000 Penalty: 3420.058594
	Iteration 18Q: 3 clusters Score -2410251 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -2410424.750000 Penalty: 3420.058594
	Iteration 19Q: 3 clusters Score -2410425 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -2410605.250000 Penalty: 3420.058594
	Iteration 20F: 3 clusters Score -2410605 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32856 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2410733.750000 Penalty: 3420.058594
	Iteration 21Q: 3 clusters Score -2410734 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -2410851.750000 Penalty: 3420.058594
	Iteration 22Q: 3 clusters Score -2410852 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2410953.500000 Penalty: 3420.058594
	Iteration 23Q: 3 clusters Score -2410954 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2411059.750000 Penalty: 3420.058594
	Iteration 24Q: 3 clusters Score -2411060 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2411139.750000 Penalty: 3420.058594
	Iteration 25Q: 3 clusters Score -2411140 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2411188.000000 Penalty: 3420.058594
	Iteration 26Q: 3 clusters Score -2411188 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2411223.250000 Penalty: 3420.058594
	Iteration 27Q: 3 clusters Score -2411223 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2411274.000000 Penalty: 3420.058594
	Iteration 28Q: 3 clusters Score -2411274 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2411303.750000 Penalty: 3420.058594
	Iteration 29Q: 3 clusters Score -2411304 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2411331.750000 Penalty: 3420.058594
	Iteration 30Q: 3 clusters Score -2411332 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34438 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2411340.250000 Penalty: 3420.058594
	Iteration 31Q: 3 clusters Score -2411340 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2411359.000000 Penalty: 3420.058594
	Iteration 32Q: 3 clusters Score -2411359 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2411372.750000 Penalty: 3420.058594
	Iteration 33Q: 3 clusters Score -2411373 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2411381.000000 Penalty: 3420.058594
	Iteration 34Q: 3 clusters Score -2411381 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2411394.000000 Penalty: 3420.058594
	Iteration 35Q: 3 clusters Score -2411394 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2411388.750000 Penalty: 3420.058594
	Iteration 36Q: 3 clusters Score -2411389 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2411401.000000 Penalty: 3420.058594
	Iteration 37Q: 3 clusters Score -2411401 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2411415.500000 Penalty: 3420.058594
	Iteration 38Q: 3 clusters Score -2411416 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2411420.250000 Penalty: 3420.058594
	Iteration 39Q: 3 clusters Score -2411420 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2411430.250000 Penalty: 3420.058594
	Iteration 40F: 3 clusters Score -2411430 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2411444.500000 Penalty: 3420.058594
	Iteration 41Q: 3 clusters Score -2411444 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2411456.000000 Penalty: 3420.058594
	Iteration 42Q: 3 clusters Score -2411456 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2411465.000000 Penalty: 3420.058594
	Iteration 43Q: 3 clusters Score -2411465 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2411470.500000 Penalty: 3420.058594
	Iteration 44Q: 3 clusters Score -2411470 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2411476.250000 Penalty: 3420.058594
	Iteration 45Q: 3 clusters Score -2411476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35081 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2411474.000000 Penalty: 3420.058594
	Iteration 46Q: 3 clusters Score -2411474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2411476.750000 Penalty: 3420.058594
	Iteration 47Q: 3 clusters Score -2411477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2411478.750000 Penalty: 3420.058594
	Iteration 48Q: 3 clusters Score -2411479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2411479.000000 Penalty: 3420.058594
	Iteration 49Q: 3 clusters Score -2411479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2411487.250000 Penalty: 3420.058594
	Iteration 50Q: 3 clusters Score -2411487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2411483.750000 Penalty: 3420.058594
	Iteration 51Q: 3 clusters Score -2411484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2411482.250000 Penalty: 3420.058594
	Iteration 52Q: 3 clusters Score -2411482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2411482.250000 Penalty: 3420.058594
	Iteration 53Q: 3 clusters Score -2411482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2411485.250000 Penalty: 3420.058594
	Iteration 54Q: 3 clusters Score -2411485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2411485.250000 Penalty: 3420.058594
	Iteration 55Q: 3 clusters Score -2411485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2411484.750000 Penalty: 3420.058594
	Iteration 56Q: 3 clusters Score -2411485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2411484.000000 Penalty: 3420.058594
	Iteration 57Q: 3 clusters Score -2411484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2411482.250000 Penalty: 3420.058594
	Iteration 58Q: 3 clusters Score -2411482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2411481.250000 Penalty: 3420.058594
	Iteration 59Q: 3 clusters Score -2411481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2411481.500000 Penalty: 3420.058594
	Iteration 60F: 3 clusters Score -2411482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2411482.500000 Penalty: 3420.058594
	Iteration 61Q: 3 clusters Score -2411482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2411482.500000 Penalty: 3420.058594
	Iteration 62F: 3 clusters Score -2411482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (76092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76092 members 
Entering Unmasked Estep 
Score: -4782666.500000 Penalty: 1826.451050
	Iteration 0F: 2 clusters Score -4782666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -4731993.500000 Penalty: 3652.902100
	Iteration 0F: 3 clusters Score -4731994 nChanged 36105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
Score: -4753108.500000 Penalty: 3652.902100
	Iteration 1F: 3 clusters Score -4753108 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -4754446.000000 Penalty: 3652.902100
	Iteration 2Q: 3 clusters Score -4754446 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
Score: -4756561.500000 Penalty: 3652.902100
	Iteration 3F: 3 clusters Score -4756562 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 47889 members 
Entering Unmasked Estep 
Score: -4759701.500000 Penalty: 3652.902100
	Iteration 4F: 3 clusters Score -4759702 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 52038 members 
Entering Unmasked Estep 
Score: -4763521.000000 Penalty: 3652.902100
	Iteration 5F: 3 clusters Score -4763521 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 56340 members 
Entering Unmasked Estep 
Score: -4767061.500000 Penalty: 3652.902100
	Iteration 6F: 3 clusters Score -4767062 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 60256 members 
Entering Unmasked Estep 
Score: -4769921.500000 Penalty: 3652.902100
	Iteration 7F: 3 clusters Score -4769922 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 63704 members 
Entering Unmasked Estep 
Score: -4772186.000000 Penalty: 3652.902100
	Iteration 8Q: 3 clusters Score -4772186 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 66653 members 
Entering Unmasked Estep 
Score: -4774074.500000 Penalty: 3652.902100
	Iteration 9Q: 3 clusters Score -4774074 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 69283 members 
Entering Unmasked Estep 
Score: -4775911.000000 Penalty: 3652.902100
	Iteration 10Q: 3 clusters Score -4775911 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 71515 members 
Entering Unmasked Estep 
Score: -4777532.500000 Penalty: 3652.902100
	Iteration 11Q: 3 clusters Score -4777532 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 73253 members 
Entering Unmasked Estep 
Score: -4778824.500000 Penalty: 3652.902100
	Iteration 12Q: 3 clusters Score -4778824 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 74403 members 
Entering Unmasked Estep 
Score: -4779768.500000 Penalty: 3652.902100
	Iteration 13Q: 3 clusters Score -4779768 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 75129 members 
Entering Unmasked Estep 
Score: -4780345.000000 Penalty: 3652.902100
	Iteration 14Q: 3 clusters Score -4780345 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 75521 members 
Entering Unmasked Estep 
Score: -4780700.500000 Penalty: 3652.902100
	Iteration 15Q: 3 clusters Score -4780700 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 75711 members 
Entering Unmasked Estep 
Score: -4780873.500000 Penalty: 3652.902100
	Iteration 16Q: 3 clusters Score -4780874 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 75785 members 
Entering Unmasked Estep 
Score: -4780957.000000 Penalty: 3652.902100
	Iteration 17Q: 3 clusters Score -4780957 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 75820 members 
Entering Unmasked Estep 
Score: -4781006.000000 Penalty: 3652.902100
	Iteration 18Q: 3 clusters Score -4781006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 75838 members 
Entering Unmasked Estep 
Score: -4781027.500000 Penalty: 3652.902100
	Iteration 19Q: 3 clusters Score -4781028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 75845 members 
Entering Unmasked Estep 
Score: -4781028.000000 Penalty: 3652.902100
	Iteration 20F: 3 clusters Score -4781028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 75850 members 
Entering Unmasked Estep 
Score: -4781030.000000 Penalty: 3652.902100
	Iteration 21Q: 3 clusters Score -4781030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 75854 members 
Entering Unmasked Estep 
Score: -4781035.000000 Penalty: 3652.902100
	Iteration 22Q: 3 clusters Score -4781035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 75855 members 
Entering Unmasked Estep 
Score: -4781037.500000 Penalty: 3652.902100
	Iteration 23Q: 3 clusters Score -4781038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 75855 members 
Entering Unmasked Estep 
Score: -4781041.500000 Penalty: 3652.902100
	Iteration 24Q: 3 clusters Score -4781042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 75853 members 
Entering Unmasked Estep 
Score: -4781045.500000 Penalty: 3652.902100
	Iteration 25Q: 3 clusters Score -4781046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 75854 members 
Entering Unmasked Estep 
Score: -4781045.000000 Penalty: 3652.902100
	Iteration 26Q: 3 clusters Score -4781045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 75856 members 
Entering Unmasked Estep 
Score: -4781047.000000 Penalty: 3652.902100
	Iteration 27Q: 3 clusters Score -4781047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 75857 members 
Entering Unmasked Estep 
Score: -4781055.500000 Penalty: 3652.902100
	Iteration 28Q: 3 clusters Score -4781056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 75856 members 
Entering Unmasked Estep 
Score: -4781055.000000 Penalty: 3652.902100
	Iteration 29Q: 3 clusters Score -4781055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 75856 members 
Entering Unmasked Estep 
Score: -4781056.000000 Penalty: 3652.902100
	Iteration 30Q: 3 clusters Score -4781056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 75855 members 
Entering Unmasked Estep 
Score: -4781056.000000 Penalty: 3652.902100
	Iteration 31Q: 3 clusters Score -4781056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 75856 members 
Entering Unmasked Estep 
Score: -4781059.000000 Penalty: 3652.902100
	Iteration 32Q: 3 clusters Score -4781059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 75857 members 
Entering Unmasked Estep 
Score: -4781058.000000 Penalty: 3652.902100
	Iteration 33Q: 3 clusters Score -4781058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 75857 members 
Entering Unmasked Estep 
Score: -4781058.000000 Penalty: 3652.902100
	Iteration 34F: 3 clusters Score -4781058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Entering Unmasked Estep 
Score: -437662.375000 Penalty: 1441.322876
	Iteration 0F: 2 clusters Score -437662.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -432307.375000 Penalty: 2882.645752
	Iteration 0F: 3 clusters Score -432307.4 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -434062.187500 Penalty: 2882.645752
	Iteration 1F: 3 clusters Score -434062.2 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -434539.937500 Penalty: 2882.645752
	Iteration 2F: 3 clusters Score -434539.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -434982.125000 Penalty: 2882.645752
	Iteration 3F: 3 clusters Score -434982.1 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -435401.281250 Penalty: 2882.645752
	Iteration 4F: 3 clusters Score -435401.3 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -435778.218750 Penalty: 2882.645752
	Iteration 5F: 3 clusters Score -435778.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -436102.531250 Penalty: 2882.645752
	Iteration 6F: 3 clusters Score -436102.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -436403.156250 Penalty: 2882.645752
	Iteration 7F: 3 clusters Score -436403.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -436604.312500 Penalty: 2882.645752
	Iteration 8Q: 3 clusters Score -436604.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -436743.125000 Penalty: 2882.645752
	Iteration 9Q: 3 clusters Score -436743.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -436837.468750 Penalty: 2882.645752
	Iteration 10Q: 3 clusters Score -436837.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -436892.750000 Penalty: 2882.645752
	Iteration 11Q: 3 clusters Score -436892.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -436928.437500 Penalty: 2882.645752
	Iteration 12Q: 3 clusters Score -436928.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -436965.218750 Penalty: 2882.645752
	Iteration 13Q: 3 clusters Score -436965.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -437000.125000 Penalty: 2882.645752
	Iteration 14Q: 3 clusters Score -437000.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -437032.437500 Penalty: 2882.645752
	Iteration 15Q: 3 clusters Score -437032.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -437051.656250 Penalty: 2882.645752
	Iteration 16Q: 3 clusters Score -437051.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -437059.093750 Penalty: 2882.645752
	Iteration 17Q: 3 clusters Score -437059.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -437067.875000 Penalty: 2882.645752
	Iteration 18Q: 3 clusters Score -437067.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -437075.062500 Penalty: 2882.645752
	Iteration 19Q: 3 clusters Score -437075.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -437082.156250 Penalty: 2882.645752
	Iteration 20F: 3 clusters Score -437082.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -437083.531250 Penalty: 2882.645752
	Iteration 21Q: 3 clusters Score -437083.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -437083.562500 Penalty: 2882.645752
	Iteration 22Q: 3 clusters Score -437083.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -437083.562500 Penalty: 2882.645752
	Iteration 23F: 3 clusters Score -437083.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Entering Unmasked Estep 
Score: -591153.812500 Penalty: 1481.996460
	Iteration 0F: 2 clusters Score -591153.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -584539.312500 Penalty: 2963.992920
	Iteration 0F: 3 clusters Score -584539.3 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -586673.687500 Penalty: 2963.992920
	Iteration 1F: 3 clusters Score -586673.7 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -586973.000000 Penalty: 2963.992920
	Iteration 2F: 3 clusters Score -586973 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -587273.625000 Penalty: 2963.992920
	Iteration 3F: 3 clusters Score -587273.6 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -587589.437500 Penalty: 2963.992920
	Iteration 4F: 3 clusters Score -587589.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -587908.187500 Penalty: 2963.992920
	Iteration 5F: 3 clusters Score -587908.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -588228.625000 Penalty: 2963.992920
	Iteration 6F: 3 clusters Score -588228.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -588498.562500 Penalty: 2963.992920
	Iteration 7Q: 3 clusters Score -588498.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -588730.500000 Penalty: 2963.992920
	Iteration 8Q: 3 clusters Score -588730.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -588922.875000 Penalty: 2963.992920
	Iteration 9Q: 3 clusters Score -588922.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -589055.250000 Penalty: 2963.992920
	Iteration 10Q: 3 clusters Score -589055.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -589163.437500 Penalty: 2963.992920
	Iteration 11Q: 3 clusters Score -589163.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -589260.250000 Penalty: 2963.992920
	Iteration 12Q: 3 clusters Score -589260.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -589326.187500 Penalty: 2963.992920
	Iteration 13Q: 3 clusters Score -589326.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -589391.625000 Penalty: 2963.992920
	Iteration 14Q: 3 clusters Score -589391.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -589460.125000 Penalty: 2963.992920
	Iteration 15Q: 3 clusters Score -589460.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -589508.562500 Penalty: 2963.992920
	Iteration 16Q: 3 clusters Score -589508.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -589552.687500 Penalty: 2963.992920
	Iteration 17Q: 3 clusters Score -589552.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -589592.125000 Penalty: 2963.992920
	Iteration 18Q: 3 clusters Score -589592.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -589628.062500 Penalty: 2963.992920
	Iteration 19Q: 3 clusters Score -589628.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -589653.875000 Penalty: 2963.992920
	Iteration 20F: 3 clusters Score -589653.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -589670.125000 Penalty: 2963.992920
	Iteration 21Q: 3 clusters Score -589670.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -589690.125000 Penalty: 2963.992920
	Iteration 22Q: 3 clusters Score -589690.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -589704.937500 Penalty: 2963.992920
	Iteration 23Q: 3 clusters Score -589704.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -589721.125000 Penalty: 2963.992920
	Iteration 24Q: 3 clusters Score -589721.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -589734.000000 Penalty: 2963.992920
	Iteration 25Q: 3 clusters Score -589734 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -589743.375000 Penalty: 2963.992920
	Iteration 26Q: 3 clusters Score -589743.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -589755.125000 Penalty: 2963.992920
	Iteration 27Q: 3 clusters Score -589755.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -589763.000000 Penalty: 2963.992920
	Iteration 28Q: 3 clusters Score -589763 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -589772.500000 Penalty: 2963.992920
	Iteration 29Q: 3 clusters Score -589772.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -589781.750000 Penalty: 2963.992920
	Iteration 30Q: 3 clusters Score -589781.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -589792.687500 Penalty: 2963.992920
	Iteration 31Q: 3 clusters Score -589792.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -589806.125000 Penalty: 2963.992920
	Iteration 32Q: 3 clusters Score -589806.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -589816.937500 Penalty: 2963.992920
	Iteration 33Q: 3 clusters Score -589816.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -589824.375000 Penalty: 2963.992920
	Iteration 34Q: 3 clusters Score -589824.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -589833.687500 Penalty: 2963.992920
	Iteration 35Q: 3 clusters Score -589833.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -589846.625000 Penalty: 2963.992920
	Iteration 36Q: 3 clusters Score -589846.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -589851.625000 Penalty: 2963.992920
	Iteration 37Q: 3 clusters Score -589851.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -589855.375000 Penalty: 2963.992920
	Iteration 38Q: 3 clusters Score -589855.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -589861.312500 Penalty: 2963.992920
	Iteration 39Q: 3 clusters Score -589861.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -589866.062500 Penalty: 2963.992920
	Iteration 40F: 3 clusters Score -589866.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -589871.687500 Penalty: 2963.992920
	Iteration 41Q: 3 clusters Score -589871.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -589871.875000 Penalty: 2963.992920
	Iteration 42Q: 3 clusters Score -589871.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -589874.625000 Penalty: 2963.992920
	Iteration 43Q: 3 clusters Score -589874.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -589877.312500 Penalty: 2963.992920
	Iteration 44Q: 3 clusters Score -589877.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -589879.250000 Penalty: 2963.992920
	Iteration 45Q: 3 clusters Score -589879.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -589879.562500 Penalty: 2963.992920
	Iteration 46Q: 3 clusters Score -589879.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -589880.562500 Penalty: 2963.992920
	Iteration 47Q: 3 clusters Score -589880.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -589880.250000 Penalty: 2963.992920
	Iteration 48Q: 3 clusters Score -589880.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -589880.375000 Penalty: 2963.992920
	Iteration 49Q: 3 clusters Score -589880.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -589880.375000 Penalty: 2963.992920
	Iteration 50F: 3 clusters Score -589880.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Entering Unmasked Estep 
Score: -169880.000000 Penalty: 1298.248535
	Iteration 0F: 2 clusters Score -169880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -167203.843750 Penalty: 2596.497070
	Iteration 0F: 3 clusters Score -167203.8 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -167818.843750 Penalty: 2596.497070
	Iteration 1F: 3 clusters Score -167818.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -167950.437500 Penalty: 2596.497070
	Iteration 2F: 3 clusters Score -167950.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -168042.250000 Penalty: 2596.497070
	Iteration 3F: 3 clusters Score -168042.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -168097.328125 Penalty: 2596.497070
	Iteration 4Q: 3 clusters Score -168097.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -168147.921875 Penalty: 2596.497070
	Iteration 5Q: 3 clusters Score -168147.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -168183.296875 Penalty: 2596.497070
	Iteration 6Q: 3 clusters Score -168183.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -168211.843750 Penalty: 2596.497070
	Iteration 7Q: 3 clusters Score -168211.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -168235.140625 Penalty: 2596.497070
	Iteration 8Q: 3 clusters Score -168235.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -168258.453125 Penalty: 2596.497070
	Iteration 9Q: 3 clusters Score -168258.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -168278.296875 Penalty: 2596.497070
	Iteration 10Q: 3 clusters Score -168278.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -168291.921875 Penalty: 2596.497070
	Iteration 11Q: 3 clusters Score -168291.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -168304.312500 Penalty: 2596.497070
	Iteration 12Q: 3 clusters Score -168304.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -168313.156250 Penalty: 2596.497070
	Iteration 13Q: 3 clusters Score -168313.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -168319.718750 Penalty: 2596.497070
	Iteration 14Q: 3 clusters Score -168319.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -168327.265625 Penalty: 2596.497070
	Iteration 15Q: 3 clusters Score -168327.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -168338.187500 Penalty: 2596.497070
	Iteration 16Q: 3 clusters Score -168338.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -168351.031250 Penalty: 2596.497070
	Iteration 17Q: 3 clusters Score -168351 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -168366.062500 Penalty: 2596.497070
	Iteration 18Q: 3 clusters Score -168366.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -168376.625000 Penalty: 2596.497070
	Iteration 19Q: 3 clusters Score -168376.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -168384.593750 Penalty: 2596.497070
	Iteration 20F: 3 clusters Score -168384.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -168388.515625 Penalty: 2596.497070
	Iteration 21Q: 3 clusters Score -168388.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -168392.671875 Penalty: 2596.497070
	Iteration 22Q: 3 clusters Score -168392.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -168395.984375 Penalty: 2596.497070
	Iteration 23Q: 3 clusters Score -168396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -168400.359375 Penalty: 2596.497070
	Iteration 24Q: 3 clusters Score -168400.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -168404.609375 Penalty: 2596.497070
	Iteration 25Q: 3 clusters Score -168404.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -168411.281250 Penalty: 2596.497070
	Iteration 26Q: 3 clusters Score -168411.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -168418.500000 Penalty: 2596.497070
	Iteration 27Q: 3 clusters Score -168418.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -168427.937500 Penalty: 2596.497070
	Iteration 28Q: 3 clusters Score -168427.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -168434.453125 Penalty: 2596.497070
	Iteration 29Q: 3 clusters Score -168434.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -168446.312500 Penalty: 2596.497070
	Iteration 30Q: 3 clusters Score -168446.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -168456.703125 Penalty: 2596.497070
	Iteration 31Q: 3 clusters Score -168456.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -168468.093750 Penalty: 2596.497070
	Iteration 32Q: 3 clusters Score -168468.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -168479.671875 Penalty: 2596.497070
	Iteration 33Q: 3 clusters Score -168479.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -168488.609375 Penalty: 2596.497070
	Iteration 34Q: 3 clusters Score -168488.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -168500.531250 Penalty: 2596.497070
	Iteration 35Q: 3 clusters Score -168500.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -168509.250000 Penalty: 2596.497070
	Iteration 36Q: 3 clusters Score -168509.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -168515.968750 Penalty: 2596.497070
	Iteration 37Q: 3 clusters Score -168516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -168521.859375 Penalty: 2596.497070
	Iteration 38Q: 3 clusters Score -168521.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -168526.125000 Penalty: 2596.497070
	Iteration 39Q: 3 clusters Score -168526.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -168531.953125 Penalty: 2596.497070
	Iteration 40F: 3 clusters Score -168532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -168541.109375 Penalty: 2596.497070
	Iteration 41Q: 3 clusters Score -168541.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -168553.218750 Penalty: 2596.497070
	Iteration 42Q: 3 clusters Score -168553.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -168562.062500 Penalty: 2596.497070
	Iteration 43Q: 3 clusters Score -168562.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -168574.593750 Penalty: 2596.497070
	Iteration 44Q: 3 clusters Score -168574.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -168589.406250 Penalty: 2596.497070
	Iteration 45Q: 3 clusters Score -168589.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -168601.875000 Penalty: 2596.497070
	Iteration 46Q: 3 clusters Score -168601.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -168617.875000 Penalty: 2596.497070
	Iteration 47Q: 3 clusters Score -168617.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -168636.750000 Penalty: 2596.497070
	Iteration 48Q: 3 clusters Score -168636.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -168656.734375 Penalty: 2596.497070
	Iteration 49Q: 3 clusters Score -168656.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -168677.968750 Penalty: 2596.497070
	Iteration 50Q: 3 clusters Score -168678 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -168697.703125 Penalty: 2596.497070
	Iteration 51Q: 3 clusters Score -168697.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -168720.281250 Penalty: 2596.497070
	Iteration 52Q: 3 clusters Score -168720.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -168744.140625 Penalty: 2596.497070
	Iteration 53Q: 3 clusters Score -168744.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -168761.484375 Penalty: 2596.497070
	Iteration 54Q: 3 clusters Score -168761.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -168776.562500 Penalty: 2596.497070
	Iteration 55Q: 3 clusters Score -168776.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -168791.750000 Penalty: 2596.497070
	Iteration 56Q: 3 clusters Score -168791.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -168806.750000 Penalty: 2596.497070
	Iteration 57Q: 3 clusters Score -168806.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -168818.593750 Penalty: 2596.497070
	Iteration 58Q: 3 clusters Score -168818.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -168827.765625 Penalty: 2596.497070
	Iteration 59Q: 3 clusters Score -168827.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -168836.468750 Penalty: 2596.497070
	Iteration 60F: 3 clusters Score -168836.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -168842.593750 Penalty: 2596.497070
	Iteration 61Q: 3 clusters Score -168842.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -168846.671875 Penalty: 2596.497070
	Iteration 62Q: 3 clusters Score -168846.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -168849.140625 Penalty: 2596.497070
	Iteration 63Q: 3 clusters Score -168849.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -168851.265625 Penalty: 2596.497070
	Iteration 64Q: 3 clusters Score -168851.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -168854.890625 Penalty: 2596.497070
	Iteration 65Q: 3 clusters Score -168854.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -168856.703125 Penalty: 2596.497070
	Iteration 66Q: 3 clusters Score -168856.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -168858.953125 Penalty: 2596.497070
	Iteration 67Q: 3 clusters Score -168859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -168861.812500 Penalty: 2596.497070
	Iteration 68Q: 3 clusters Score -168861.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -168866.265625 Penalty: 2596.497070
	Iteration 69Q: 3 clusters Score -168866.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -168867.750000 Penalty: 2596.497070
	Iteration 70Q: 3 clusters Score -168867.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -168870.156250 Penalty: 2596.497070
	Iteration 71Q: 3 clusters Score -168870.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -168870.640625 Penalty: 2596.497070
	Iteration 72Q: 3 clusters Score -168870.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -168870.640625 Penalty: 2596.497070
	Iteration 73F: 3 clusters Score -168870.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Entering Unmasked Estep 
Score: -456681.937500 Penalty: 1449.041138
	Iteration 0F: 2 clusters Score -456681.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -451138.250000 Penalty: 2898.082275
	Iteration 0F: 3 clusters Score -451138.2 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -452928.812500 Penalty: 2898.082275
	Iteration 1F: 3 clusters Score -452928.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -453193.656250 Penalty: 2898.082275
	Iteration 2F: 3 clusters Score -453193.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -453399.812500 Penalty: 2898.082275
	Iteration 3F: 3 clusters Score -453399.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -453572.937500 Penalty: 2898.082275
	Iteration 4Q: 3 clusters Score -453572.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -453737.875000 Penalty: 2898.082275
	Iteration 5Q: 3 clusters Score -453737.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -453929.843750 Penalty: 2898.082275
	Iteration 6Q: 3 clusters Score -453929.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -454151.593750 Penalty: 2898.082275
	Iteration 7Q: 3 clusters Score -454151.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -454359.281250 Penalty: 2898.082275
	Iteration 8Q: 3 clusters Score -454359.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -454515.718750 Penalty: 2898.082275
	Iteration 9Q: 3 clusters Score -454515.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -454634.406250 Penalty: 2898.082275
	Iteration 10Q: 3 clusters Score -454634.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -454748.750000 Penalty: 2898.082275
	Iteration 11Q: 3 clusters Score -454748.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -454855.125000 Penalty: 2898.082275
	Iteration 12Q: 3 clusters Score -454855.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -454952.937500 Penalty: 2898.082275
	Iteration 13Q: 3 clusters Score -454952.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -455027.000000 Penalty: 2898.082275
	Iteration 14Q: 3 clusters Score -455027 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -455087.281250 Penalty: 2898.082275
	Iteration 15Q: 3 clusters Score -455087.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -455144.343750 Penalty: 2898.082275
	Iteration 16Q: 3 clusters Score -455144.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -455185.906250 Penalty: 2898.082275
	Iteration 17Q: 3 clusters Score -455185.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -455236.187500 Penalty: 2898.082275
	Iteration 18Q: 3 clusters Score -455236.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -455283.000000 Penalty: 2898.082275
	Iteration 19Q: 3 clusters Score -455283 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -455326.718750 Penalty: 2898.082275
	Iteration 20F: 3 clusters Score -455326.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -455363.968750 Penalty: 2898.082275
	Iteration 21Q: 3 clusters Score -455364 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -455391.468750 Penalty: 2898.082275
	Iteration 22Q: 3 clusters Score -455391.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -455421.031250 Penalty: 2898.082275
	Iteration 23Q: 3 clusters Score -455421 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -455440.406250 Penalty: 2898.082275
	Iteration 24Q: 3 clusters Score -455440.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -455453.843750 Penalty: 2898.082275
	Iteration 25Q: 3 clusters Score -455453.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -455466.750000 Penalty: 2898.082275
	Iteration 26Q: 3 clusters Score -455466.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -455474.156250 Penalty: 2898.082275
	Iteration 27Q: 3 clusters Score -455474.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -455484.687500 Penalty: 2898.082275
	Iteration 28Q: 3 clusters Score -455484.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -455488.593750 Penalty: 2898.082275
	Iteration 29Q: 3 clusters Score -455488.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -455491.750000 Penalty: 2898.082275
	Iteration 30Q: 3 clusters Score -455491.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -455494.906250 Penalty: 2898.082275
	Iteration 31Q: 3 clusters Score -455494.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -455495.812500 Penalty: 2898.082275
	Iteration 32Q: 3 clusters Score -455495.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -455496.250000 Penalty: 2898.082275
	Iteration 33Q: 3 clusters Score -455496.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -455499.375000 Penalty: 2898.082275
	Iteration 34Q: 3 clusters Score -455499.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -455502.156250 Penalty: 2898.082275
	Iteration 35Q: 3 clusters Score -455502.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -455504.406250 Penalty: 2898.082275
	Iteration 36Q: 3 clusters Score -455504.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -455503.687500 Penalty: 2898.082275
	Iteration 37Q: 3 clusters Score -455503.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -455505.781250 Penalty: 2898.082275
	Iteration 38Q: 3 clusters Score -455505.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -455504.875000 Penalty: 2898.082275
	Iteration 39Q: 3 clusters Score -455504.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -455505.968750 Penalty: 2898.082275
	Iteration 40F: 3 clusters Score -455506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -455506.875000 Penalty: 2898.082275
	Iteration 41Q: 3 clusters Score -455506.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -455506.781250 Penalty: 2898.082275
	Iteration 42Q: 3 clusters Score -455506.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -455506.781250 Penalty: 2898.082275
	Iteration 43F: 3 clusters Score -455506.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Entering Unmasked Estep 
Score: -520369.812500 Penalty: 1466.558228
	Iteration 0F: 2 clusters Score -520369.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -514286.062500 Penalty: 2933.116455
	Iteration 0F: 3 clusters Score -514286.1 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -516198.187500 Penalty: 2933.116455
	Iteration 1F: 3 clusters Score -516198.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -516452.843750 Penalty: 2933.116455
	Iteration 2F: 3 clusters Score -516452.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -516672.781250 Penalty: 2933.116455
	Iteration 3F: 3 clusters Score -516672.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -516880.562500 Penalty: 2933.116455
	Iteration 4Q: 3 clusters Score -516880.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -517070.250000 Penalty: 2933.116455
	Iteration 5Q: 3 clusters Score -517070.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -517272.125000 Penalty: 2933.116455
	Iteration 6Q: 3 clusters Score -517272.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -517440.593750 Penalty: 2933.116455
	Iteration 7Q: 3 clusters Score -517440.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -517604.625000 Penalty: 2933.116455
	Iteration 8Q: 3 clusters Score -517604.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -517764.250000 Penalty: 2933.116455
	Iteration 9Q: 3 clusters Score -517764.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -517923.156250 Penalty: 2933.116455
	Iteration 10Q: 3 clusters Score -517923.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -518079.468750 Penalty: 2933.116455
	Iteration 11Q: 3 clusters Score -518079.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -518236.093750 Penalty: 2933.116455
	Iteration 12Q: 3 clusters Score -518236.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -518394.593750 Penalty: 2933.116455
	Iteration 13Q: 3 clusters Score -518394.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -518538.406250 Penalty: 2933.116455
	Iteration 14Q: 3 clusters Score -518538.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -518656.000000 Penalty: 2933.116455
	Iteration 15Q: 3 clusters Score -518656 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -518748.187500 Penalty: 2933.116455
	Iteration 16Q: 3 clusters Score -518748.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -518823.375000 Penalty: 2933.116455
	Iteration 17Q: 3 clusters Score -518823.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -518874.718750 Penalty: 2933.116455
	Iteration 18Q: 3 clusters Score -518874.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -518911.156250 Penalty: 2933.116455
	Iteration 19Q: 3 clusters Score -518911.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -518938.562500 Penalty: 2933.116455
	Iteration 20F: 3 clusters Score -518938.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -518964.750000 Penalty: 2933.116455
	Iteration 21Q: 3 clusters Score -518964.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -518984.343750 Penalty: 2933.116455
	Iteration 22Q: 3 clusters Score -518984.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -518997.468750 Penalty: 2933.116455
	Iteration 23Q: 3 clusters Score -518997.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -519008.343750 Penalty: 2933.116455
	Iteration 24Q: 3 clusters Score -519008.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -519018.875000 Penalty: 2933.116455
	Iteration 25Q: 3 clusters Score -519018.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -519023.812500 Penalty: 2933.116455
	Iteration 26Q: 3 clusters Score -519023.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -519026.437500 Penalty: 2933.116455
	Iteration 27Q: 3 clusters Score -519026.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -519030.625000 Penalty: 2933.116455
	Iteration 28Q: 3 clusters Score -519030.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -519036.875000 Penalty: 2933.116455
	Iteration 29Q: 3 clusters Score -519036.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -519044.125000 Penalty: 2933.116455
	Iteration 30Q: 3 clusters Score -519044.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -519050.625000 Penalty: 2933.116455
	Iteration 31Q: 3 clusters Score -519050.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -519059.968750 Penalty: 2933.116455
	Iteration 32Q: 3 clusters Score -519060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -519068.250000 Penalty: 2933.116455
	Iteration 33Q: 3 clusters Score -519068.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -519075.906250 Penalty: 2933.116455
	Iteration 34Q: 3 clusters Score -519075.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -519082.093750 Penalty: 2933.116455
	Iteration 35Q: 3 clusters Score -519082.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -519086.375000 Penalty: 2933.116455
	Iteration 36Q: 3 clusters Score -519086.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -519091.093750 Penalty: 2933.116455
	Iteration 37Q: 3 clusters Score -519091.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -519096.125000 Penalty: 2933.116455
	Iteration 38Q: 3 clusters Score -519096.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -519101.843750 Penalty: 2933.116455
	Iteration 39Q: 3 clusters Score -519101.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -519105.375000 Penalty: 2933.116455
	Iteration 40F: 3 clusters Score -519105.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -519107.406250 Penalty: 2933.116455
	Iteration 41Q: 3 clusters Score -519107.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -519109.875000 Penalty: 2933.116455
	Iteration 42Q: 3 clusters Score -519109.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -519111.718750 Penalty: 2933.116455
	Iteration 43Q: 3 clusters Score -519111.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -519112.843750 Penalty: 2933.116455
	Iteration 44Q: 3 clusters Score -519112.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -519115.437500 Penalty: 2933.116455
	Iteration 45Q: 3 clusters Score -519115.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -519116.531250 Penalty: 2933.116455
	Iteration 46Q: 3 clusters Score -519116.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -519116.531250 Penalty: 2933.116455
	Iteration 47F: 3 clusters Score -519116.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 481336 members 
Mstep: Class 3 contains 14747 members 
Mstep: Class 4 contains 15584 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7867 members 
Mstep: Class 8 contains 5761 members 
Mstep: Class 9 contains 37170 members 
Mstep: Class 10 contains 76092 members 
Mstep: Class 15 contains 7113 members 
Mstep: Class 16 contains 9136 members 
Mstep: Class 17 contains 2949 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196308.000000 Penalty: 30554.080078
Iteration 159Q: 15 clusters Score -4.219631e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 481325 members 
Mstep: Class 3 contains 14748 members 
Mstep: Class 4 contains 15583 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7865 members 
Mstep: Class 8 contains 5759 members 
Mstep: Class 9 contains 37180 members 
Mstep: Class 10 contains 76092 members 
Mstep: Class 15 contains 7113 members 
Mstep: Class 16 contains 9142 members 
Mstep: Class 17 contains 2948 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196340.000000 Penalty: 30554.080078
Iteration 160F: 15 clusters Score -4.219634e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 481312 members 
Mstep: Class 3 contains 14745 members 
Mstep: Class 4 contains 15583 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7865 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 37187 members 
Mstep: Class 10 contains 76093 members 
Mstep: Class 15 contains 7113 members 
Mstep: Class 16 contains 9154 members 
Mstep: Class 17 contains 2947 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196328.000000 Penalty: 30554.080078
Iteration 161Q: 15 clusters Score -4.219633e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 481303 members 
Mstep: Class 3 contains 14739 members 
Mstep: Class 4 contains 15583 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7866 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 37194 members 
Mstep: Class 10 contains 76094 members 
Mstep: Class 15 contains 7113 members 
Mstep: Class 16 contains 9163 members 
Mstep: Class 17 contains 2947 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196320.000000 Penalty: 30554.080078
Iteration 162Q: 15 clusters Score -4.219632e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 481294 members 
Mstep: Class 3 contains 14735 members 
Mstep: Class 4 contains 15583 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7868 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 37199 members 
Mstep: Class 10 contains 76095 members 
Mstep: Class 15 contains 7112 members 
Mstep: Class 16 contains 9174 members 
Mstep: Class 17 contains 2946 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196300.000000 Penalty: 30554.080078
Iteration 163Q: 15 clusters Score -4.21963e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 481279 members 
Mstep: Class 3 contains 14733 members 
Mstep: Class 4 contains 15583 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7869 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 37206 members 
Mstep: Class 10 contains 76095 members 
Mstep: Class 15 contains 7110 members 
Mstep: Class 16 contains 9186 members 
Mstep: Class 17 contains 2945 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196344.000000 Penalty: 30554.080078
Iteration 164Q: 15 clusters Score -4.219634e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 481265 members 
Mstep: Class 3 contains 14731 members 
Mstep: Class 4 contains 15583 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7869 members 
Mstep: Class 8 contains 5756 members 
Mstep: Class 9 contains 37211 members 
Mstep: Class 10 contains 76096 members 
Mstep: Class 15 contains 7108 members 
Mstep: Class 16 contains 9201 members 
Mstep: Class 17 contains 2944 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196364.000000 Penalty: 30554.080078
Iteration 165Q: 15 clusters Score -4.219636e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 481251 members 
Mstep: Class 3 contains 14729 members 
Mstep: Class 4 contains 15583 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7868 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37215 members 
Mstep: Class 10 contains 76095 members 
Mstep: Class 15 contains 7110 members 
Mstep: Class 16 contains 9216 members 
Mstep: Class 17 contains 2944 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196388.000000 Penalty: 30554.080078
Iteration 166Q: 15 clusters Score -4.219639e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 481241 members 
Mstep: Class 3 contains 14727 members 
Mstep: Class 4 contains 15582 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7868 members 
Mstep: Class 8 contains 5752 members 
Mstep: Class 9 contains 37218 members 
Mstep: Class 10 contains 76094 members 
Mstep: Class 15 contains 7112 members 
Mstep: Class 16 contains 9230 members 
Mstep: Class 17 contains 2943 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196456.000000 Penalty: 30554.080078
Iteration 167Q: 15 clusters Score -4.219646e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 481237 members 
Mstep: Class 3 contains 14727 members 
Mstep: Class 4 contains 15582 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7868 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37216 members 
Mstep: Class 10 contains 76094 members 
Mstep: Class 15 contains 7114 members 
Mstep: Class 16 contains 9238 members 
Mstep: Class 17 contains 2943 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196436.000000 Penalty: 30554.080078
Iteration 168Q: 15 clusters Score -4.219644e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 481233 members 
Mstep: Class 3 contains 14723 members 
Mstep: Class 4 contains 15582 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7868 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37221 members 
Mstep: Class 10 contains 76094 members 
Mstep: Class 15 contains 7116 members 
Mstep: Class 16 contains 9245 members 
Mstep: Class 17 contains 2942 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196428.000000 Penalty: 30554.080078
Iteration 169Q: 15 clusters Score -4.219643e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 481219 members 
Mstep: Class 3 contains 14719 members 
Mstep: Class 4 contains 15582 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7868 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37234 members 
Mstep: Class 10 contains 76094 members 
Mstep: Class 15 contains 7116 members 
Mstep: Class 16 contains 9255 members 
Mstep: Class 17 contains 2940 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196412.000000 Penalty: 30554.080078
Iteration 170Q: 15 clusters Score -4.219641e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 481197 members 
Mstep: Class 3 contains 14719 members 
Mstep: Class 4 contains 15582 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7869 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37246 members 
Mstep: Class 10 contains 76094 members 
Mstep: Class 15 contains 7117 members 
Mstep: Class 16 contains 9267 members 
Mstep: Class 17 contains 2940 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196404.000000 Penalty: 30554.080078
Iteration 171Q: 15 clusters Score -4.21964e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 481182 members 
Mstep: Class 3 contains 14717 members 
Mstep: Class 4 contains 15583 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7869 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37257 members 
Mstep: Class 10 contains 76094 members 
Mstep: Class 15 contains 7117 members 
Mstep: Class 16 contains 9275 members 
Mstep: Class 17 contains 2940 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196476.000000 Penalty: 30554.080078
Iteration 172Q: 15 clusters Score -4.219648e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 481175 members 
Mstep: Class 3 contains 14717 members 
Mstep: Class 4 contains 15582 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7868 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37267 members 
Mstep: Class 10 contains 76094 members 
Mstep: Class 15 contains 7116 members 
Mstep: Class 16 contains 9275 members 
Mstep: Class 17 contains 2940 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196524.000000 Penalty: 30554.080078
Iteration 173Q: 15 clusters Score -4.219652e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 481160 members 
Mstep: Class 3 contains 14718 members 
Mstep: Class 4 contains 15580 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7869 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37277 members 
Mstep: Class 10 contains 76094 members 
Mstep: Class 15 contains 7116 members 
Mstep: Class 16 contains 9281 members 
Mstep: Class 17 contains 2940 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196508.000000 Penalty: 30554.080078
Iteration 174Q: 15 clusters Score -4.219651e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 481149 members 
Mstep: Class 3 contains 14718 members 
Mstep: Class 4 contains 15579 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7870 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37281 members 
Mstep: Class 10 contains 76094 members 
Mstep: Class 15 contains 7116 members 
Mstep: Class 16 contains 9288 members 
Mstep: Class 17 contains 2940 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196556.000000 Penalty: 30554.080078
Iteration 175Q: 15 clusters Score -4.219656e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 481131 members 
Mstep: Class 3 contains 14718 members 
Mstep: Class 4 contains 15579 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7870 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37294 members 
Mstep: Class 10 contains 76094 members 
Mstep: Class 15 contains 7116 members 
Mstep: Class 16 contains 9292 members 
Mstep: Class 17 contains 2940 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196572.000000 Penalty: 30554.080078
Iteration 176Q: 15 clusters Score -4.219657e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 481115 members 
Mstep: Class 3 contains 14718 members 
Mstep: Class 4 contains 15579 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7870 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37308 members 
Mstep: Class 10 contains 76095 members 
Mstep: Class 15 contains 7115 members 
Mstep: Class 16 contains 9295 members 
Mstep: Class 17 contains 2940 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196536.000000 Penalty: 30554.080078
Iteration 177Q: 15 clusters Score -4.219654e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 481108 members 
Mstep: Class 3 contains 14718 members 
Mstep: Class 4 contains 15579 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7870 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37313 members 
Mstep: Class 10 contains 76095 members 
Mstep: Class 15 contains 7115 members 
Mstep: Class 16 contains 9297 members 
Mstep: Class 17 contains 2940 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196524.000000 Penalty: 30554.080078
Iteration 178Q: 15 clusters Score -4.219652e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 481092 members 
Mstep: Class 3 contains 14718 members 
Mstep: Class 4 contains 15579 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7870 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37326 members 
Mstep: Class 10 contains 76095 members 
Mstep: Class 15 contains 7114 members 
Mstep: Class 16 contains 9302 members 
Mstep: Class 17 contains 2939 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196512.000000 Penalty: 30554.080078
Iteration 179Q: 15 clusters Score -4.219651e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 481078 members 
Mstep: Class 3 contains 14718 members 
Mstep: Class 4 contains 15579 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7870 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37332 members 
Mstep: Class 10 contains 76095 members 
Mstep: Class 15 contains 7113 members 
Mstep: Class 16 contains 9312 members 
Mstep: Class 17 contains 2938 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196560.000000 Penalty: 30554.080078
Iteration 180F: 15 clusters Score -4.219656e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 481064 members 
Mstep: Class 3 contains 14717 members 
Mstep: Class 4 contains 15579 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7870 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37340 members 
Mstep: Class 10 contains 76095 members 
Mstep: Class 15 contains 7112 members 
Mstep: Class 16 contains 9320 members 
Mstep: Class 17 contains 2938 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196560.000000 Penalty: 30554.080078
Iteration 181Q: 15 clusters Score -4.219656e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 481053 members 
Mstep: Class 3 contains 14717 members 
Mstep: Class 4 contains 15579 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7870 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37345 members 
Mstep: Class 10 contains 76095 members 
Mstep: Class 15 contains 7112 members 
Mstep: Class 16 contains 9326 members 
Mstep: Class 17 contains 2938 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196576.000000 Penalty: 30554.080078
Iteration 182Q: 15 clusters Score -4.219658e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 481041 members 
Mstep: Class 3 contains 14717 members 
Mstep: Class 4 contains 15579 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7870 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37352 members 
Mstep: Class 10 contains 76095 members 
Mstep: Class 15 contains 7111 members 
Mstep: Class 16 contains 9332 members 
Mstep: Class 17 contains 2938 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196564.000000 Penalty: 30554.080078
Iteration 183Q: 15 clusters Score -4.219656e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 481027 members 
Mstep: Class 3 contains 14717 members 
Mstep: Class 4 contains 15578 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7870 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37361 members 
Mstep: Class 10 contains 76095 members 
Mstep: Class 15 contains 7110 members 
Mstep: Class 16 contains 9338 members 
Mstep: Class 17 contains 2938 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196564.000000 Penalty: 30554.080078
Iteration 184Q: 15 clusters Score -4.219656e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 481018 members 
Mstep: Class 3 contains 14716 members 
Mstep: Class 4 contains 15578 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7869 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37366 members 
Mstep: Class 10 contains 76095 members 
Mstep: Class 15 contains 7111 members 
Mstep: Class 16 contains 9343 members 
Mstep: Class 17 contains 2938 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196560.000000 Penalty: 30554.080078
Iteration 185Q: 15 clusters Score -4.219656e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 481003 members 
Mstep: Class 3 contains 14716 members 
Mstep: Class 4 contains 15578 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7868 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37375 members 
Mstep: Class 10 contains 76095 members 
Mstep: Class 15 contains 7114 members 
Mstep: Class 16 contains 9347 members 
Mstep: Class 17 contains 2938 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196532.000000 Penalty: 30554.080078
Iteration 186Q: 15 clusters Score -4.219653e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 480991 members 
Mstep: Class 3 contains 14716 members 
Mstep: Class 4 contains 15578 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7868 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37385 members 
Mstep: Class 10 contains 76095 members 
Mstep: Class 15 contains 7115 members 
Mstep: Class 16 contains 9348 members 
Mstep: Class 17 contains 2938 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196540.000000 Penalty: 30554.080078
Iteration 187Q: 15 clusters Score -4.219654e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 480986 members 
Mstep: Class 3 contains 14716 members 
Mstep: Class 4 contains 15578 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7868 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37392 members 
Mstep: Class 10 contains 76095 members 
Mstep: Class 15 contains 7115 members 
Mstep: Class 16 contains 9347 members 
Mstep: Class 17 contains 2938 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196516.000000 Penalty: 30554.080078
Iteration 188Q: 15 clusters Score -4.219652e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 480981 members 
Mstep: Class 3 contains 14714 members 
Mstep: Class 4 contains 15578 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7868 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37398 members 
Mstep: Class 10 contains 76095 members 
Mstep: Class 15 contains 7115 members 
Mstep: Class 16 contains 9348 members 
Mstep: Class 17 contains 2938 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196528.000000 Penalty: 30554.080078
Iteration 189Q: 15 clusters Score -4.219653e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 480975 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 4 contains 15578 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7868 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37403 members 
Mstep: Class 10 contains 76095 members 
Mstep: Class 15 contains 7115 members 
Mstep: Class 16 contains 9351 members 
Mstep: Class 17 contains 2938 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196500.000000 Penalty: 30554.080078
Iteration 190Q: 15 clusters Score -4.21965e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 480968 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 4 contains 15578 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7868 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37406 members 
Mstep: Class 10 contains 76095 members 
Mstep: Class 15 contains 7115 members 
Mstep: Class 16 contains 9355 members 
Mstep: Class 17 contains 2938 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196520.000000 Penalty: 30554.080078
Iteration 191Q: 15 clusters Score -4.219652e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 480964 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 4 contains 15578 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7868 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37410 members 
Mstep: Class 10 contains 76095 members 
Mstep: Class 15 contains 7115 members 
Mstep: Class 16 contains 9356 members 
Mstep: Class 17 contains 2938 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196524.000000 Penalty: 30554.080078
Iteration 192Q: 15 clusters Score -4.219652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 480966 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 4 contains 15578 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7868 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37410 members 
Mstep: Class 10 contains 76095 members 
Mstep: Class 15 contains 7115 members 
Mstep: Class 16 contains 9355 members 
Mstep: Class 17 contains 2937 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196500.000000 Penalty: 30554.080078
Iteration 193Q: 15 clusters Score -4.21965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 480965 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 4 contains 15578 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7868 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37409 members 
Mstep: Class 10 contains 76095 members 
Mstep: Class 15 contains 7115 members 
Mstep: Class 16 contains 9357 members 
Mstep: Class 17 contains 2937 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196492.000000 Penalty: 30554.080078
Iteration 194Q: 15 clusters Score -4.219649e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 480963 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 4 contains 15578 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7868 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37407 members 
Mstep: Class 10 contains 76095 members 
Mstep: Class 15 contains 7115 members 
Mstep: Class 16 contains 9361 members 
Mstep: Class 17 contains 2937 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196504.000000 Penalty: 30554.080078
Iteration 195Q: 15 clusters Score -4.21965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 480959 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 4 contains 15578 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7868 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37408 members 
Mstep: Class 10 contains 76095 members 
Mstep: Class 15 contains 7115 members 
Mstep: Class 16 contains 9364 members 
Mstep: Class 17 contains 2937 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196488.000000 Penalty: 30554.080078
Iteration 196Q: 15 clusters Score -4.219649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 480954 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 4 contains 15578 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7868 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37410 members 
Mstep: Class 10 contains 76095 members 
Mstep: Class 15 contains 7115 members 
Mstep: Class 16 contains 9367 members 
Mstep: Class 17 contains 2937 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196496.000000 Penalty: 30554.080078
Iteration 197Q: 15 clusters Score -4.21965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 480951 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 4 contains 15578 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7869 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37408 members 
Mstep: Class 10 contains 76095 members 
Mstep: Class 15 contains 7115 members 
Mstep: Class 16 contains 9371 members 
Mstep: Class 17 contains 2937 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196496.000000 Penalty: 30554.080078
Iteration 198Q: 15 clusters Score -4.21965e+07 nChanged 7
Entering ConstructFrom: 
Score: -42196496.000000 Penalty: 30554.080078
Entering ConstructFrom: 
Trying to split cluster 1 (5386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Entering Unmasked Estep 
Score: -295892.593750 Penalty: 1396.128296
	Iteration 0F: 2 clusters Score -295892.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -291679.468750 Penalty: 2792.256592
	Iteration 0F: 3 clusters Score -291679.5 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -293053.062500 Penalty: 2792.256592
	Iteration 1F: 3 clusters Score -293053.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -293437.812500 Penalty: 2792.256592
	Iteration 2F: 3 clusters Score -293437.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -293799.500000 Penalty: 2792.256592
	Iteration 3F: 3 clusters Score -293799.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -294109.281250 Penalty: 2792.256592
	Iteration 4F: 3 clusters Score -294109.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -294376.843750 Penalty: 2792.256592
	Iteration 5F: 3 clusters Score -294376.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -294615.781250 Penalty: 2792.256592
	Iteration 6F: 3 clusters Score -294615.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -294796.062500 Penalty: 2792.256592
	Iteration 7Q: 3 clusters Score -294796.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -294889.125000 Penalty: 2792.256592
	Iteration 8Q: 3 clusters Score -294889.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -294944.125000 Penalty: 2792.256592
	Iteration 9Q: 3 clusters Score -294944.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -294986.718750 Penalty: 2792.256592
	Iteration 10Q: 3 clusters Score -294986.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -295009.500000 Penalty: 2792.256592
	Iteration 11Q: 3 clusters Score -295009.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -295023.718750 Penalty: 2792.256592
	Iteration 12Q: 3 clusters Score -295023.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -295029.843750 Penalty: 2792.256592
	Iteration 13Q: 3 clusters Score -295029.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -295034.562500 Penalty: 2792.256592
	Iteration 14Q: 3 clusters Score -295034.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -295035.906250 Penalty: 2792.256592
	Iteration 15Q: 3 clusters Score -295035.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -295037.937500 Penalty: 2792.256592
	Iteration 16Q: 3 clusters Score -295037.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -295039.312500 Penalty: 2792.256592
	Iteration 17Q: 3 clusters Score -295039.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -295041.968750 Penalty: 2792.256592
	Iteration 18Q: 3 clusters Score -295042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -295044.718750 Penalty: 2792.256592
	Iteration 19Q: 3 clusters Score -295044.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -295046.375000 Penalty: 2792.256592
	Iteration 20F: 3 clusters Score -295046.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -295047.406250 Penalty: 2792.256592
	Iteration 21Q: 3 clusters Score -295047.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -295047.406250 Penalty: 2792.256592
	Iteration 22F: 3 clusters Score -295047.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (480949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480949 members 
Entering Unmasked Estep 
Score: -30459352.000000 Penalty: 2126.071289
	Iteration 0F: 2 clusters Score -3.045935e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240355 members 
Mstep: Class 2 contains 240594 members 
Entering Unmasked Estep 
Score: -30135330.000000 Penalty: 4252.142578
	Iteration 0F: 3 clusters Score -3.013533e+07 nChanged 235619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240074 members 
Mstep: Class 2 contains 240875 members 
Entering Unmasked Estep 
Score: -30278804.000000 Penalty: 4252.142578
	Iteration 1F: 3 clusters Score -3.02788e+07 nChanged 14368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238910 members 
Mstep: Class 2 contains 242039 members 
Entering Unmasked Estep 
Score: -30282152.000000 Penalty: 4252.142578
	Iteration 2Q: 3 clusters Score -3.028215e+07 nChanged 15903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236755 members 
Mstep: Class 2 contains 244194 members 
Entering Unmasked Estep 
Score: -30286368.000000 Penalty: 4252.142578
	Iteration 3Q: 3 clusters Score -3.028637e+07 nChanged 18182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233133 members 
Mstep: Class 2 contains 247816 members 
Entering Unmasked Estep 
Score: -30292950.000000 Penalty: 4252.142578
	Iteration 4Q: 3 clusters Score -3.029295e+07 nChanged 21150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227223 members 
Mstep: Class 2 contains 253726 members 
Entering Unmasked Estep 
Score: -30302070.000000 Penalty: 4252.142578
	Iteration 5Q: 3 clusters Score -3.030207e+07 nChanged 24852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218711 members 
Mstep: Class 2 contains 262238 members 
Entering Unmasked Estep 
Score: -30314934.000000 Penalty: 4252.142578
	Iteration 6F: 3 clusters Score -3.031493e+07 nChanged 28203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207642 members 
Mstep: Class 2 contains 273307 members 
Entering Unmasked Estep 
Score: -30332920.000000 Penalty: 4252.142578
	Iteration 7F: 3 clusters Score -3.033292e+07 nChanged 30503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195405 members 
Mstep: Class 2 contains 285544 members 
Entering Unmasked Estep 
Score: -30354802.000000 Penalty: 4252.142578
	Iteration 8F: 3 clusters Score -3.03548e+07 nChanged 29406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184387 members 
Mstep: Class 2 contains 296562 members 
Entering Unmasked Estep 
Score: -30376256.000000 Penalty: 4252.142578
	Iteration 9F: 3 clusters Score -3.037626e+07 nChanged 24076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175425 members 
Mstep: Class 2 contains 305524 members 
Entering Unmasked Estep 
Score: -30389744.000000 Penalty: 4252.142578
	Iteration 10F: 3 clusters Score -3.038974e+07 nChanged 17278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167605 members 
Mstep: Class 2 contains 313344 members 
Entering Unmasked Estep 
Score: -30397232.000000 Penalty: 4252.142578
	Iteration 11Q: 3 clusters Score -3.039723e+07 nChanged 12179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160236 members 
Mstep: Class 2 contains 320713 members 
Entering Unmasked Estep 
Score: -30402240.000000 Penalty: 4252.142578
	Iteration 12Q: 3 clusters Score -3.040224e+07 nChanged 10357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152823 members 
Mstep: Class 2 contains 328126 members 
Entering Unmasked Estep 
Score: -30406932.000000 Penalty: 4252.142578
	Iteration 13Q: 3 clusters Score -3.040693e+07 nChanged 9920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145457 members 
Mstep: Class 2 contains 335492 members 
Entering Unmasked Estep 
Score: -30411670.000000 Penalty: 4252.142578
	Iteration 14Q: 3 clusters Score -3.041167e+07 nChanged 9585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138466 members 
Mstep: Class 2 contains 342483 members 
Entering Unmasked Estep 
Score: -30416542.000000 Penalty: 4252.142578
	Iteration 15Q: 3 clusters Score -3.041654e+07 nChanged 9175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132035 members 
Mstep: Class 2 contains 348914 members 
Entering Unmasked Estep 
Score: -30421054.000000 Penalty: 4252.142578
	Iteration 16Q: 3 clusters Score -3.042105e+07 nChanged 8612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126083 members 
Mstep: Class 2 contains 354866 members 
Entering Unmasked Estep 
Score: -30425004.000000 Penalty: 4252.142578
	Iteration 17Q: 3 clusters Score -3.0425e+07 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120825 members 
Mstep: Class 2 contains 360124 members 
Entering Unmasked Estep 
Score: -30428050.000000 Penalty: 4252.142578
	Iteration 18Q: 3 clusters Score -3.042805e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116162 members 
Mstep: Class 2 contains 364787 members 
Entering Unmasked Estep 
Score: -30430568.000000 Penalty: 4252.142578
	Iteration 19Q: 3 clusters Score -3.043057e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111964 members 
Mstep: Class 2 contains 368985 members 
Entering Unmasked Estep 
Score: -30432382.000000 Penalty: 4252.142578
	Iteration 20F: 3 clusters Score -3.043238e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108227 members 
Mstep: Class 2 contains 372722 members 
Entering Unmasked Estep 
Score: -30433910.000000 Penalty: 4252.142578
	Iteration 21Q: 3 clusters Score -3.043391e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104869 members 
Mstep: Class 2 contains 376080 members 
Entering Unmasked Estep 
Score: -30434702.000000 Penalty: 4252.142578
	Iteration 22Q: 3 clusters Score -3.04347e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101844 members 
Mstep: Class 2 contains 379105 members 
Entering Unmasked Estep 
Score: -30435446.000000 Penalty: 4252.142578
	Iteration 23Q: 3 clusters Score -3.043545e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98993 members 
Mstep: Class 2 contains 381956 members 
Entering Unmasked Estep 
Score: -30436042.000000 Penalty: 4252.142578
	Iteration 24Q: 3 clusters Score -3.043604e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96334 members 
Mstep: Class 2 contains 384615 members 
Entering Unmasked Estep 
Score: -30436306.000000 Penalty: 4252.142578
	Iteration 25Q: 3 clusters Score -3.043631e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93873 members 
Mstep: Class 2 contains 387076 members 
Entering Unmasked Estep 
Score: -30436640.000000 Penalty: 4252.142578
	Iteration 26Q: 3 clusters Score -3.043664e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91494 members 
Mstep: Class 2 contains 389455 members 
Entering Unmasked Estep 
Score: -30436814.000000 Penalty: 4252.142578
	Iteration 27Q: 3 clusters Score -3.043681e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89174 members 
Mstep: Class 2 contains 391775 members 
Entering Unmasked Estep 
Score: -30437118.000000 Penalty: 4252.142578
	Iteration 28Q: 3 clusters Score -3.043712e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86950 members 
Mstep: Class 2 contains 393999 members 
Entering Unmasked Estep 
Score: -30437372.000000 Penalty: 4252.142578
	Iteration 29Q: 3 clusters Score -3.043737e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84760 members 
Mstep: Class 2 contains 396189 members 
Entering Unmasked Estep 
Score: -30437450.000000 Penalty: 4252.142578
	Iteration 30Q: 3 clusters Score -3.043745e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82570 members 
Mstep: Class 2 contains 398379 members 
Entering Unmasked Estep 
Score: -30437628.000000 Penalty: 4252.142578
	Iteration 31Q: 3 clusters Score -3.043763e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80293 members 
Mstep: Class 2 contains 400656 members 
Entering Unmasked Estep 
Score: -30437978.000000 Penalty: 4252.142578
	Iteration 32Q: 3 clusters Score -3.043798e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77994 members 
Mstep: Class 2 contains 402955 members 
Entering Unmasked Estep 
Score: -30438260.000000 Penalty: 4252.142578
	Iteration 33Q: 3 clusters Score -3.043826e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75756 members 
Mstep: Class 2 contains 405193 members 
Entering Unmasked Estep 
Score: -30438566.000000 Penalty: 4252.142578
	Iteration 34Q: 3 clusters Score -3.043857e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73590 members 
Mstep: Class 2 contains 407359 members 
Entering Unmasked Estep 
Score: -30438836.000000 Penalty: 4252.142578
	Iteration 35Q: 3 clusters Score -3.043884e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71427 members 
Mstep: Class 2 contains 409522 members 
Entering Unmasked Estep 
Score: -30439044.000000 Penalty: 4252.142578
	Iteration 36Q: 3 clusters Score -3.043904e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69262 members 
Mstep: Class 2 contains 411687 members 
Entering Unmasked Estep 
Score: -30439340.000000 Penalty: 4252.142578
	Iteration 37Q: 3 clusters Score -3.043934e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67072 members 
Mstep: Class 2 contains 413877 members 
Entering Unmasked Estep 
Score: -30439574.000000 Penalty: 4252.142578
	Iteration 38Q: 3 clusters Score -3.043957e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64876 members 
Mstep: Class 2 contains 416073 members 
Entering Unmasked Estep 
Score: -30439908.000000 Penalty: 4252.142578
	Iteration 39Q: 3 clusters Score -3.043991e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62676 members 
Mstep: Class 2 contains 418273 members 
Entering Unmasked Estep 
Score: -30440244.000000 Penalty: 4252.142578
	Iteration 40F: 3 clusters Score -3.044024e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60402 members 
Mstep: Class 2 contains 420547 members 
Entering Unmasked Estep 
Score: -30440828.000000 Penalty: 4252.142578
	Iteration 41Q: 3 clusters Score -3.044083e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58050 members 
Mstep: Class 2 contains 422899 members 
Entering Unmasked Estep 
Score: -30441238.000000 Penalty: 4252.142578
	Iteration 42Q: 3 clusters Score -3.044124e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55710 members 
Mstep: Class 2 contains 425239 members 
Entering Unmasked Estep 
Score: -30441722.000000 Penalty: 4252.142578
	Iteration 43Q: 3 clusters Score -3.044172e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53342 members 
Mstep: Class 2 contains 427607 members 
Entering Unmasked Estep 
Score: -30442094.000000 Penalty: 4252.142578
	Iteration 44Q: 3 clusters Score -3.044209e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50895 members 
Mstep: Class 2 contains 430054 members 
Entering Unmasked Estep 
Score: -30442770.000000 Penalty: 4252.142578
	Iteration 45Q: 3 clusters Score -3.044277e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48379 members 
Mstep: Class 2 contains 432570 members 
Entering Unmasked Estep 
Score: -30443238.000000 Penalty: 4252.142578
	Iteration 46Q: 3 clusters Score -3.044324e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 435123 members 
Entering Unmasked Estep 
Score: -30443876.000000 Penalty: 4252.142578
	Iteration 47Q: 3 clusters Score -3.044388e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 437722 members 
Entering Unmasked Estep 
Score: -30444574.000000 Penalty: 4252.142578
	Iteration 48Q: 3 clusters Score -3.044457e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 440476 members 
Entering Unmasked Estep 
Score: -30445198.000000 Penalty: 4252.142578
	Iteration 49Q: 3 clusters Score -3.04452e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 443353 members 
Entering Unmasked Estep 
Score: -30446140.000000 Penalty: 4252.142578
	Iteration 50Q: 3 clusters Score -3.044614e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 446296 members 
Entering Unmasked Estep 
Score: -30447066.000000 Penalty: 4252.142578
	Iteration 51Q: 3 clusters Score -3.044707e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 449208 members 
Entering Unmasked Estep 
Score: -30448034.000000 Penalty: 4252.142578
	Iteration 52Q: 3 clusters Score -3.044803e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 452216 members 
Entering Unmasked Estep 
Score: -30449078.000000 Penalty: 4252.142578
	Iteration 53Q: 3 clusters Score -3.044908e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 455161 members 
Entering Unmasked Estep 
Score: -30450358.000000 Penalty: 4252.142578
	Iteration 54Q: 3 clusters Score -3.045036e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 457982 members 
Entering Unmasked Estep 
Score: -30451388.000000 Penalty: 4252.142578
	Iteration 55Q: 3 clusters Score -3.045139e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 460648 members 
Entering Unmasked Estep 
Score: -30452296.000000 Penalty: 4252.142578
	Iteration 56Q: 3 clusters Score -3.04523e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 463183 members 
Entering Unmasked Estep 
Score: -30453134.000000 Penalty: 4252.142578
	Iteration 57Q: 3 clusters Score -3.045313e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 465437 members 
Entering Unmasked Estep 
Score: -30453928.000000 Penalty: 4252.142578
	Iteration 58Q: 3 clusters Score -3.045393e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 467363 members 
Entering Unmasked Estep 
Score: -30454674.000000 Penalty: 4252.142578
	Iteration 59Q: 3 clusters Score -3.045467e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 469112 members 
Entering Unmasked Estep 
Score: -30455148.000000 Penalty: 4252.142578
	Iteration 60F: 3 clusters Score -3.045515e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 470593 members 
Entering Unmasked Estep 
Score: -30455640.000000 Penalty: 4252.142578
	Iteration 61Q: 3 clusters Score -3.045564e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 471874 members 
Entering Unmasked Estep 
Score: -30456170.000000 Penalty: 4252.142578
	Iteration 62Q: 3 clusters Score -3.045617e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 472973 members 
Entering Unmasked Estep 
Score: -30456480.000000 Penalty: 4252.142578
	Iteration 63Q: 3 clusters Score -3.045648e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 473893 members 
Entering Unmasked Estep 
Score: -30456738.000000 Penalty: 4252.142578
	Iteration 64Q: 3 clusters Score -3.045674e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 474659 members 
Entering Unmasked Estep 
Score: -30456984.000000 Penalty: 4252.142578
	Iteration 65Q: 3 clusters Score -3.045698e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 475301 members 
Entering Unmasked Estep 
Score: -30457214.000000 Penalty: 4252.142578
	Iteration 66Q: 3 clusters Score -3.045721e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 475838 members 
Entering Unmasked Estep 
Score: -30457412.000000 Penalty: 4252.142578
	Iteration 67Q: 3 clusters Score -3.045741e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 476272 members 
Entering Unmasked Estep 
Score: -30457594.000000 Penalty: 4252.142578
	Iteration 68Q: 3 clusters Score -3.045759e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 476612 members 
Entering Unmasked Estep 
Score: -30457660.000000 Penalty: 4252.142578
	Iteration 69Q: 3 clusters Score -3.045766e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 476885 members 
Entering Unmasked Estep 
Score: -30457676.000000 Penalty: 4252.142578
	Iteration 70Q: 3 clusters Score -3.045768e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 477103 members 
Entering Unmasked Estep 
Score: -30457688.000000 Penalty: 4252.142578
	Iteration 71Q: 3 clusters Score -3.045769e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 477274 members 
Entering Unmasked Estep 
Score: -30457746.000000 Penalty: 4252.142578
	Iteration 72Q: 3 clusters Score -3.045775e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 477429 members 
Entering Unmasked Estep 
Score: -30457752.000000 Penalty: 4252.142578
	Iteration 73Q: 3 clusters Score -3.045775e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 477567 members 
Entering Unmasked Estep 
Score: -30457782.000000 Penalty: 4252.142578
	Iteration 74Q: 3 clusters Score -3.045778e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 477706 members 
Entering Unmasked Estep 
Score: -30457826.000000 Penalty: 4252.142578
	Iteration 75Q: 3 clusters Score -3.045783e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 477819 members 
Entering Unmasked Estep 
Score: -30457806.000000 Penalty: 4252.142578
	Iteration 76Q: 3 clusters Score -3.045781e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 477902 members 
Entering Unmasked Estep 
Score: -30457840.000000 Penalty: 4252.142578
	Iteration 77Q: 3 clusters Score -3.045784e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 477988 members 
Entering Unmasked Estep 
Score: -30457874.000000 Penalty: 4252.142578
	Iteration 78Q: 3 clusters Score -3.045787e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 478061 members 
Entering Unmasked Estep 
Score: -30457890.000000 Penalty: 4252.142578
	Iteration 79Q: 3 clusters Score -3.045789e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 478127 members 
Entering Unmasked Estep 
Score: -30457910.000000 Penalty: 4252.142578
	Iteration 80F: 3 clusters Score -3.045791e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 478193 members 
Entering Unmasked Estep 
Score: -30457910.000000 Penalty: 4252.142578
	Iteration 81Q: 3 clusters Score -3.045791e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 478237 members 
Entering Unmasked Estep 
Score: -30457938.000000 Penalty: 4252.142578
	Iteration 82Q: 3 clusters Score -3.045794e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 478275 members 
Entering Unmasked Estep 
Score: -30457972.000000 Penalty: 4252.142578
	Iteration 83Q: 3 clusters Score -3.045797e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 478307 members 
Entering Unmasked Estep 
Score: -30457952.000000 Penalty: 4252.142578
	Iteration 84Q: 3 clusters Score -3.045795e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 478338 members 
Entering Unmasked Estep 
Score: -30457942.000000 Penalty: 4252.142578
	Iteration 85Q: 3 clusters Score -3.045794e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 478362 members 
Entering Unmasked Estep 
Score: -30457946.000000 Penalty: 4252.142578
	Iteration 86Q: 3 clusters Score -3.045795e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 478392 members 
Entering Unmasked Estep 
Score: -30457962.000000 Penalty: 4252.142578
	Iteration 87Q: 3 clusters Score -3.045796e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 478422 members 
Entering Unmasked Estep 
Score: -30457974.000000 Penalty: 4252.142578
	Iteration 88Q: 3 clusters Score -3.045797e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 478450 members 
Entering Unmasked Estep 
Score: -30457992.000000 Penalty: 4252.142578
	Iteration 89Q: 3 clusters Score -3.045799e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 478475 members 
Entering Unmasked Estep 
Score: -30457972.000000 Penalty: 4252.142578
	Iteration 90Q: 3 clusters Score -3.045797e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 478491 members 
Entering Unmasked Estep 
Score: -30457950.000000 Penalty: 4252.142578
	Iteration 91Q: 3 clusters Score -3.045795e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 478506 members 
Entering Unmasked Estep 
Score: -30457946.000000 Penalty: 4252.142578
	Iteration 92Q: 3 clusters Score -3.045795e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 478521 members 
Entering Unmasked Estep 
Score: -30457942.000000 Penalty: 4252.142578
	Iteration 93Q: 3 clusters Score -3.045794e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 478540 members 
Entering Unmasked Estep 
Score: -30457948.000000 Penalty: 4252.142578
	Iteration 94Q: 3 clusters Score -3.045795e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 478560 members 
Entering Unmasked Estep 
Score: -30457954.000000 Penalty: 4252.142578
	Iteration 95Q: 3 clusters Score -3.045795e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 478573 members 
Entering Unmasked Estep 
Score: -30457928.000000 Penalty: 4252.142578
	Iteration 96Q: 3 clusters Score -3.045793e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 478584 members 
Entering Unmasked Estep 
Score: -30457940.000000 Penalty: 4252.142578
	Iteration 97Q: 3 clusters Score -3.045794e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 478590 members 
Entering Unmasked Estep 
Score: -30457936.000000 Penalty: 4252.142578
	Iteration 98Q: 3 clusters Score -3.045794e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 478593 members 
Entering Unmasked Estep 
Score: -30457944.000000 Penalty: 4252.142578
	Iteration 99Q: 3 clusters Score -3.045794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 478597 members 
Entering Unmasked Estep 
Score: -30457954.000000 Penalty: 4252.142578
	Iteration 100F: 3 clusters Score -3.045795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 478601 members 
Entering Unmasked Estep 
Score: -30457942.000000 Penalty: 4252.142578
	Iteration 101Q: 3 clusters Score -3.045794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 478602 members 
Entering Unmasked Estep 
Score: -30457926.000000 Penalty: 4252.142578
	Iteration 102Q: 3 clusters Score -3.045793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 478604 members 
Entering Unmasked Estep 
Score: -30457950.000000 Penalty: 4252.142578
	Iteration 103Q: 3 clusters Score -3.045795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 478606 members 
Entering Unmasked Estep 
Score: -30457932.000000 Penalty: 4252.142578
	Iteration 104Q: 3 clusters Score -3.045793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 478611 members 
Entering Unmasked Estep 
Score: -30457930.000000 Penalty: 4252.142578
	Iteration 105Q: 3 clusters Score -3.045793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 478616 members 
Entering Unmasked Estep 
Score: -30457940.000000 Penalty: 4252.142578
	Iteration 106Q: 3 clusters Score -3.045794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 478621 members 
Entering Unmasked Estep 
Score: -30457936.000000 Penalty: 4252.142578
	Iteration 107Q: 3 clusters Score -3.045794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 478624 members 
Entering Unmasked Estep 
Score: -30457950.000000 Penalty: 4252.142578
	Iteration 108Q: 3 clusters Score -3.045795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 478629 members 
Entering Unmasked Estep 
Score: -30457942.000000 Penalty: 4252.142578
	Iteration 109Q: 3 clusters Score -3.045794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 478630 members 
Entering Unmasked Estep 
Score: -30457940.000000 Penalty: 4252.142578
	Iteration 110Q: 3 clusters Score -3.045794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 478632 members 
Entering Unmasked Estep 
Score: -30457946.000000 Penalty: 4252.142578
	Iteration 111Q: 3 clusters Score -3.045795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 478634 members 
Entering Unmasked Estep 
Score: -30457936.000000 Penalty: 4252.142578
	Iteration 112Q: 3 clusters Score -3.045794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 478636 members 
Entering Unmasked Estep 
Score: -30457950.000000 Penalty: 4252.142578
	Iteration 113Q: 3 clusters Score -3.045795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 478637 members 
Entering Unmasked Estep 
Score: -30457942.000000 Penalty: 4252.142578
	Iteration 114Q: 3 clusters Score -3.045794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 478638 members 
Entering Unmasked Estep 
Score: -30457926.000000 Penalty: 4252.142578
	Iteration 115Q: 3 clusters Score -3.045793e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 478638 members 
Entering Unmasked Estep 
Score: -30457926.000000 Penalty: 4252.142578
	Iteration 116F: 3 clusters Score -3.045793e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Entering Unmasked Estep 
Score: -968179.625000 Penalty: 1559.417969
	Iteration 0F: 2 clusters Score -968179.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -957970.000000 Penalty: 3118.835938
	Iteration 0F: 3 clusters Score -957970 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -961410.937500 Penalty: 3118.835938
	Iteration 1F: 3 clusters Score -961410.9 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -961702.000000 Penalty: 3118.835938
	Iteration 2F: 3 clusters Score -961702 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -961995.250000 Penalty: 3118.835938
	Iteration 3Q: 3 clusters Score -961995.2 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -962306.687500 Penalty: 3118.835938
	Iteration 4Q: 3 clusters Score -962306.7 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -962706.625000 Penalty: 3118.835938
	Iteration 5Q: 3 clusters Score -962706.6 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -963272.250000 Penalty: 3118.835938
	Iteration 6F: 3 clusters Score -963272.2 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -963977.562500 Penalty: 3118.835938
	Iteration 7F: 3 clusters Score -963977.6 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -964838.625000 Penalty: 3118.835938
	Iteration 8F: 3 clusters Score -964838.6 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -965670.875000 Penalty: 3118.835938
	Iteration 9F: 3 clusters Score -965670.9 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -966323.125000 Penalty: 3118.835938
	Iteration 10Q: 3 clusters Score -966323.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -966672.187500 Penalty: 3118.835938
	Iteration 11Q: 3 clusters Score -966672.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -966828.625000 Penalty: 3118.835938
	Iteration 12Q: 3 clusters Score -966828.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -966893.000000 Penalty: 3118.835938
	Iteration 13Q: 3 clusters Score -966893 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -966926.000000 Penalty: 3118.835938
	Iteration 14Q: 3 clusters Score -966926 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -966952.312500 Penalty: 3118.835938
	Iteration 15Q: 3 clusters Score -966952.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -966972.750000 Penalty: 3118.835938
	Iteration 16Q: 3 clusters Score -966972.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -966984.437500 Penalty: 3118.835938
	Iteration 17Q: 3 clusters Score -966984.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -966989.375000 Penalty: 3118.835938
	Iteration 18Q: 3 clusters Score -966989.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -966998.000000 Penalty: 3118.835938
	Iteration 19Q: 3 clusters Score -966998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -967002.687500 Penalty: 3118.835938
	Iteration 20F: 3 clusters Score -967002.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -967006.125000 Penalty: 3118.835938
	Iteration 21Q: 3 clusters Score -967006.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -967010.875000 Penalty: 3118.835938
	Iteration 22Q: 3 clusters Score -967010.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -967013.562500 Penalty: 3118.835938
	Iteration 23Q: 3 clusters Score -967013.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -967014.062500 Penalty: 3118.835938
	Iteration 24Q: 3 clusters Score -967014.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -967014.000000 Penalty: 3118.835938
	Iteration 25Q: 3 clusters Score -967014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -967016.437500 Penalty: 3118.835938
	Iteration 26Q: 3 clusters Score -967016.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -967017.000000 Penalty: 3118.835938
	Iteration 27Q: 3 clusters Score -967017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -967016.687500 Penalty: 3118.835938
	Iteration 28Q: 3 clusters Score -967016.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -967016.312500 Penalty: 3118.835938
	Iteration 29Q: 3 clusters Score -967016.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -967016.750000 Penalty: 3118.835938
	Iteration 30Q: 3 clusters Score -967016.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -967018.250000 Penalty: 3118.835938
	Iteration 31Q: 3 clusters Score -967018.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -967018.062500 Penalty: 3118.835938
	Iteration 32Q: 3 clusters Score -967018.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -967021.062500 Penalty: 3118.835938
	Iteration 33Q: 3 clusters Score -967021.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -967020.187500 Penalty: 3118.835938
	Iteration 34Q: 3 clusters Score -967020.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -967018.687500 Penalty: 3118.835938
	Iteration 35Q: 3 clusters Score -967018.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -967019.312500 Penalty: 3118.835938
	Iteration 36Q: 3 clusters Score -967019.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -967018.812500 Penalty: 3118.835938
	Iteration 37Q: 3 clusters Score -967018.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -967018.812500 Penalty: 3118.835938
	Iteration 38F: 3 clusters Score -967018.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Entering Unmasked Estep 
Score: -984213.625000 Penalty: 1568.712402
	Iteration 0F: 2 clusters Score -984213.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -973357.250000 Penalty: 3137.424805
	Iteration 0F: 3 clusters Score -973357.2 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -977170.812500 Penalty: 3137.424805
	Iteration 1F: 3 clusters Score -977170.8 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -977556.375000 Penalty: 3137.424805
	Iteration 2F: 3 clusters Score -977556.4 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -977916.125000 Penalty: 3137.424805
	Iteration 3F: 3 clusters Score -977916.1 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -978316.375000 Penalty: 3137.424805
	Iteration 4F: 3 clusters Score -978316.4 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -978812.125000 Penalty: 3137.424805
	Iteration 5F: 3 clusters Score -978812.1 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -979419.875000 Penalty: 3137.424805
	Iteration 6F: 3 clusters Score -979419.9 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -980106.937500 Penalty: 3137.424805
	Iteration 7F: 3 clusters Score -980106.9 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -980814.062500 Penalty: 3137.424805
	Iteration 8F: 3 clusters Score -980814.1 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -981485.750000 Penalty: 3137.424805
	Iteration 9F: 3 clusters Score -981485.8 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -982056.875000 Penalty: 3137.424805
	Iteration 10Q: 3 clusters Score -982056.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -982419.812500 Penalty: 3137.424805
	Iteration 11Q: 3 clusters Score -982419.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -982660.750000 Penalty: 3137.424805
	Iteration 12Q: 3 clusters Score -982660.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -982795.062500 Penalty: 3137.424805
	Iteration 13Q: 3 clusters Score -982795.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -982913.062500 Penalty: 3137.424805
	Iteration 14Q: 3 clusters Score -982913.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -983007.437500 Penalty: 3137.424805
	Iteration 15Q: 3 clusters Score -983007.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -983057.187500 Penalty: 3137.424805
	Iteration 16Q: 3 clusters Score -983057.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -983079.687500 Penalty: 3137.424805
	Iteration 17Q: 3 clusters Score -983079.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -983100.187500 Penalty: 3137.424805
	Iteration 18Q: 3 clusters Score -983100.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -983108.062500 Penalty: 3137.424805
	Iteration 19Q: 3 clusters Score -983108.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -983111.937500 Penalty: 3137.424805
	Iteration 20F: 3 clusters Score -983111.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -983114.062500 Penalty: 3137.424805
	Iteration 21Q: 3 clusters Score -983114.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -983119.125000 Penalty: 3137.424805
	Iteration 22Q: 3 clusters Score -983119.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -983123.437500 Penalty: 3137.424805
	Iteration 23Q: 3 clusters Score -983123.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -983127.250000 Penalty: 3137.424805
	Iteration 24Q: 3 clusters Score -983127.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -983126.875000 Penalty: 3137.424805
	Iteration 25Q: 3 clusters Score -983126.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -983126.875000 Penalty: 3137.424805
	Iteration 26F: 3 clusters Score -983126.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Entering Unmasked Estep 
Score: -79481.117188 Penalty: 1180.404907
	Iteration 0F: 2 clusters Score -79481.12 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 753 members 
Entering Unmasked Estep 
Score: -77770.726562 Penalty: 2360.809814
	Iteration 0F: 3 clusters Score -77770.73 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -78176.429688 Penalty: 2360.809814
	Iteration 1F: 3 clusters Score -78176.43 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -78326.007812 Penalty: 2360.809814
	Iteration 2F: 3 clusters Score -78326.01 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -78453.976562 Penalty: 2360.809814
	Iteration 3F: 3 clusters Score -78453.98 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -78540.406250 Penalty: 2360.809814
	Iteration 4Q: 3 clusters Score -78540.41 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -78579.046875 Penalty: 2360.809814
	Iteration 5Q: 3 clusters Score -78579.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -78598.742188 Penalty: 2360.809814
	Iteration 6Q: 3 clusters Score -78598.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -78610.046875 Penalty: 2360.809814
	Iteration 7Q: 3 clusters Score -78610.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -78623.304688 Penalty: 2360.809814
	Iteration 8Q: 3 clusters Score -78623.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -78634.179688 Penalty: 2360.809814
	Iteration 9Q: 3 clusters Score -78634.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -78646.742188 Penalty: 2360.809814
	Iteration 10Q: 3 clusters Score -78646.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -78660.351562 Penalty: 2360.809814
	Iteration 11Q: 3 clusters Score -78660.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -78670.187500 Penalty: 2360.809814
	Iteration 12Q: 3 clusters Score -78670.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -78674.062500 Penalty: 2360.809814
	Iteration 13Q: 3 clusters Score -78674.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -78677.593750 Penalty: 2360.809814
	Iteration 14Q: 3 clusters Score -78677.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -78677.593750 Penalty: 2360.809814
	Iteration 15F: 3 clusters Score -78677.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Entering Unmasked Estep 
Score: -483664.593750 Penalty: 1457.736450
	Iteration 0F: 2 clusters Score -483664.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -477915.781250 Penalty: 2915.472900
	Iteration 0F: 3 clusters Score -477915.8 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -479710.000000 Penalty: 2915.472900
	Iteration 1F: 3 clusters Score -479710 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -479925.968750 Penalty: 2915.472900
	Iteration 2F: 3 clusters Score -479926 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -480107.906250 Penalty: 2915.472900
	Iteration 3Q: 3 clusters Score -480107.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -480288.468750 Penalty: 2915.472900
	Iteration 4Q: 3 clusters Score -480288.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -480478.750000 Penalty: 2915.472900
	Iteration 5Q: 3 clusters Score -480478.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -480679.187500 Penalty: 2915.472900
	Iteration 6Q: 3 clusters Score -480679.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -480873.781250 Penalty: 2915.472900
	Iteration 7Q: 3 clusters Score -480873.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -481063.125000 Penalty: 2915.472900
	Iteration 8Q: 3 clusters Score -481063.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -481248.031250 Penalty: 2915.472900
	Iteration 9Q: 3 clusters Score -481248 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -481435.062500 Penalty: 2915.472900
	Iteration 10Q: 3 clusters Score -481435.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -481576.531250 Penalty: 2915.472900
	Iteration 11Q: 3 clusters Score -481576.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -481687.312500 Penalty: 2915.472900
	Iteration 12Q: 3 clusters Score -481687.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -481772.968750 Penalty: 2915.472900
	Iteration 13Q: 3 clusters Score -481773 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -481844.687500 Penalty: 2915.472900
	Iteration 14Q: 3 clusters Score -481844.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -481917.187500 Penalty: 2915.472900
	Iteration 15Q: 3 clusters Score -481917.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -481977.750000 Penalty: 2915.472900
	Iteration 16Q: 3 clusters Score -481977.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -482034.187500 Penalty: 2915.472900
	Iteration 17Q: 3 clusters Score -482034.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -482085.625000 Penalty: 2915.472900
	Iteration 18Q: 3 clusters Score -482085.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -482126.593750 Penalty: 2915.472900
	Iteration 19Q: 3 clusters Score -482126.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -482165.625000 Penalty: 2915.472900
	Iteration 20F: 3 clusters Score -482165.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -482194.187500 Penalty: 2915.472900
	Iteration 21Q: 3 clusters Score -482194.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -482216.281250 Penalty: 2915.472900
	Iteration 22Q: 3 clusters Score -482216.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -482241.718750 Penalty: 2915.472900
	Iteration 23Q: 3 clusters Score -482241.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -482265.625000 Penalty: 2915.472900
	Iteration 24Q: 3 clusters Score -482265.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -482283.781250 Penalty: 2915.472900
	Iteration 25Q: 3 clusters Score -482283.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -482300.156250 Penalty: 2915.472900
	Iteration 26Q: 3 clusters Score -482300.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -482321.875000 Penalty: 2915.472900
	Iteration 27Q: 3 clusters Score -482321.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -482336.062500 Penalty: 2915.472900
	Iteration 28Q: 3 clusters Score -482336.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -482348.531250 Penalty: 2915.472900
	Iteration 29Q: 3 clusters Score -482348.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -482357.437500 Penalty: 2915.472900
	Iteration 30Q: 3 clusters Score -482357.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -482368.343750 Penalty: 2915.472900
	Iteration 31Q: 3 clusters Score -482368.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -482375.250000 Penalty: 2915.472900
	Iteration 32Q: 3 clusters Score -482375.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -482383.156250 Penalty: 2915.472900
	Iteration 33Q: 3 clusters Score -482383.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -482387.937500 Penalty: 2915.472900
	Iteration 34Q: 3 clusters Score -482387.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -482392.093750 Penalty: 2915.472900
	Iteration 35Q: 3 clusters Score -482392.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -482393.562500 Penalty: 2915.472900
	Iteration 36Q: 3 clusters Score -482393.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -482397.937500 Penalty: 2915.472900
	Iteration 37Q: 3 clusters Score -482397.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -482400.968750 Penalty: 2915.472900
	Iteration 38Q: 3 clusters Score -482401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -482401.500000 Penalty: 2915.472900
	Iteration 39Q: 3 clusters Score -482401.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -482404.968750 Penalty: 2915.472900
	Iteration 40F: 3 clusters Score -482405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -482406.406250 Penalty: 2915.472900
	Iteration 41Q: 3 clusters Score -482406.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -482412.906250 Penalty: 2915.472900
	Iteration 42Q: 3 clusters Score -482412.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -482418.093750 Penalty: 2915.472900
	Iteration 43Q: 3 clusters Score -482418.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -482422.906250 Penalty: 2915.472900
	Iteration 44Q: 3 clusters Score -482422.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -482424.843750 Penalty: 2915.472900
	Iteration 45Q: 3 clusters Score -482424.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -482426.875000 Penalty: 2915.472900
	Iteration 46Q: 3 clusters Score -482426.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -482430.187500 Penalty: 2915.472900
	Iteration 47Q: 3 clusters Score -482430.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -482431.718750 Penalty: 2915.472900
	Iteration 48Q: 3 clusters Score -482431.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -482431.218750 Penalty: 2915.472900
	Iteration 49Q: 3 clusters Score -482431.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -482432.000000 Penalty: 2915.472900
	Iteration 50Q: 3 clusters Score -482432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -482432.343750 Penalty: 2915.472900
	Iteration 51Q: 3 clusters Score -482432.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -482432.343750 Penalty: 2915.472900
	Iteration 52F: 3 clusters Score -482432.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Entering Unmasked Estep 
Score: -349453.687500 Penalty: 1406.839966
	Iteration 0F: 2 clusters Score -349453.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -345017.656250 Penalty: 2813.679932
	Iteration 0F: 3 clusters Score -345017.7 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -346383.843750 Penalty: 2813.679932
	Iteration 1F: 3 clusters Score -346383.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -346707.718750 Penalty: 2813.679932
	Iteration 2F: 3 clusters Score -346707.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -347061.218750 Penalty: 2813.679932
	Iteration 3F: 3 clusters Score -347061.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -347447.562500 Penalty: 2813.679932
	Iteration 4F: 3 clusters Score -347447.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -347871.375000 Penalty: 2813.679932
	Iteration 5F: 3 clusters Score -347871.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -348183.687500 Penalty: 2813.679932
	Iteration 6F: 3 clusters Score -348183.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -348379.781250 Penalty: 2813.679932
	Iteration 7Q: 3 clusters Score -348379.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -348505.343750 Penalty: 2813.679932
	Iteration 8Q: 3 clusters Score -348505.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -348590.906250 Penalty: 2813.679932
	Iteration 9Q: 3 clusters Score -348590.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -348674.125000 Penalty: 2813.679932
	Iteration 10Q: 3 clusters Score -348674.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -348759.843750 Penalty: 2813.679932
	Iteration 11Q: 3 clusters Score -348759.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -348841.812500 Penalty: 2813.679932
	Iteration 12Q: 3 clusters Score -348841.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -348917.218750 Penalty: 2813.679932
	Iteration 13Q: 3 clusters Score -348917.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -348987.125000 Penalty: 2813.679932
	Iteration 14Q: 3 clusters Score -348987.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -349037.656250 Penalty: 2813.679932
	Iteration 15Q: 3 clusters Score -349037.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -349071.781250 Penalty: 2813.679932
	Iteration 16Q: 3 clusters Score -349071.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -349101.031250 Penalty: 2813.679932
	Iteration 17Q: 3 clusters Score -349101 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -349122.406250 Penalty: 2813.679932
	Iteration 18Q: 3 clusters Score -349122.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -349142.375000 Penalty: 2813.679932
	Iteration 19Q: 3 clusters Score -349142.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -349159.781250 Penalty: 2813.679932
	Iteration 20F: 3 clusters Score -349159.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -349170.875000 Penalty: 2813.679932
	Iteration 21Q: 3 clusters Score -349170.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -349181.593750 Penalty: 2813.679932
	Iteration 22Q: 3 clusters Score -349181.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -349189.000000 Penalty: 2813.679932
	Iteration 23Q: 3 clusters Score -349189 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -349197.531250 Penalty: 2813.679932
	Iteration 24Q: 3 clusters Score -349197.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -349202.343750 Penalty: 2813.679932
	Iteration 25Q: 3 clusters Score -349202.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -349206.937500 Penalty: 2813.679932
	Iteration 26Q: 3 clusters Score -349206.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -349209.906250 Penalty: 2813.679932
	Iteration 27Q: 3 clusters Score -349209.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -349210.812500 Penalty: 2813.679932
	Iteration 28Q: 3 clusters Score -349210.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -349213.718750 Penalty: 2813.679932
	Iteration 29Q: 3 clusters Score -349213.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -349215.468750 Penalty: 2813.679932
	Iteration 30Q: 3 clusters Score -349215.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -349216.218750 Penalty: 2813.679932
	Iteration 31Q: 3 clusters Score -349216.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -349217.437500 Penalty: 2813.679932
	Iteration 32Q: 3 clusters Score -349217.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -349219.812500 Penalty: 2813.679932
	Iteration 33Q: 3 clusters Score -349219.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -349220.781250 Penalty: 2813.679932
	Iteration 34Q: 3 clusters Score -349220.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -349221.187500 Penalty: 2813.679932
	Iteration 35Q: 3 clusters Score -349221.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -349221.562500 Penalty: 2813.679932
	Iteration 36Q: 3 clusters Score -349221.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -349221.562500 Penalty: 2813.679932
	Iteration 37F: 3 clusters Score -349221.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Entering Unmasked Estep 
Score: -2428388.750000 Penalty: 1711.049194
	Iteration 0F: 2 clusters Score -2428389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -2403170.250000 Penalty: 3422.098389
	Iteration 0F: 3 clusters Score -2403170 nChanged 17391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -2413041.750000 Penalty: 3422.098389
	Iteration 1F: 3 clusters Score -2413042 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -2413724.000000 Penalty: 3422.098389
	Iteration 2Q: 3 clusters Score -2413724 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2414604.250000 Penalty: 3422.098389
	Iteration 3Q: 3 clusters Score -2414604 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -2415818.250000 Penalty: 3422.098389
	Iteration 4F: 3 clusters Score -2415818 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -2417304.250000 Penalty: 3422.098389
	Iteration 5F: 3 clusters Score -2417304 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -2419061.500000 Penalty: 3422.098389
	Iteration 6F: 3 clusters Score -2419062 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -2420933.250000 Penalty: 3422.098389
	Iteration 7F: 3 clusters Score -2420933 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2422510.000000 Penalty: 3422.098389
	Iteration 8F: 3 clusters Score -2422510 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2423534.000000 Penalty: 3422.098389
	Iteration 9Q: 3 clusters Score -2423534 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2424154.500000 Penalty: 3422.098389
	Iteration 10Q: 3 clusters Score -2424154 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2424557.250000 Penalty: 3422.098389
	Iteration 11Q: 3 clusters Score -2424557 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2424823.500000 Penalty: 3422.098389
	Iteration 12Q: 3 clusters Score -2424824 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2425124.250000 Penalty: 3422.098389
	Iteration 13Q: 3 clusters Score -2425124 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2425410.000000 Penalty: 3422.098389
	Iteration 14Q: 3 clusters Score -2425410 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2425685.500000 Penalty: 3422.098389
	Iteration 15Q: 3 clusters Score -2425686 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2426009.000000 Penalty: 3422.098389
	Iteration 16Q: 3 clusters Score -2426009 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2426355.750000 Penalty: 3422.098389
	Iteration 17Q: 3 clusters Score -2426356 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30243 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -2426695.250000 Penalty: 3422.098389
	Iteration 18Q: 3 clusters Score -2426695 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2427012.750000 Penalty: 3422.098389
	Iteration 19Q: 3 clusters Score -2427013 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -2427283.750000 Penalty: 3422.098389
	Iteration 20F: 3 clusters Score -2427284 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -2427513.250000 Penalty: 3422.098389
	Iteration 21Q: 3 clusters Score -2427513 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -2427652.250000 Penalty: 3422.098389
	Iteration 22Q: 3 clusters Score -2427652 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -2427747.000000 Penalty: 3422.098389
	Iteration 23Q: 3 clusters Score -2427747 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -2427828.250000 Penalty: 3422.098389
	Iteration 24Q: 3 clusters Score -2427828 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -2427886.000000 Penalty: 3422.098389
	Iteration 25Q: 3 clusters Score -2427886 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -2427919.250000 Penalty: 3422.098389
	Iteration 26Q: 3 clusters Score -2427919 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -2427944.000000 Penalty: 3422.098389
	Iteration 27Q: 3 clusters Score -2427944 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -2427968.250000 Penalty: 3422.098389
	Iteration 28Q: 3 clusters Score -2427968 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2427987.000000 Penalty: 3422.098389
	Iteration 29Q: 3 clusters Score -2427987 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2428004.000000 Penalty: 3422.098389
	Iteration 30Q: 3 clusters Score -2428004 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -2428017.500000 Penalty: 3422.098389
	Iteration 31Q: 3 clusters Score -2428018 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2428027.750000 Penalty: 3422.098389
	Iteration 32Q: 3 clusters Score -2428028 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2428051.250000 Penalty: 3422.098389
	Iteration 33Q: 3 clusters Score -2428051 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2428054.750000 Penalty: 3422.098389
	Iteration 34Q: 3 clusters Score -2428055 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2428071.750000 Penalty: 3422.098389
	Iteration 35Q: 3 clusters Score -2428072 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2428076.750000 Penalty: 3422.098389
	Iteration 36Q: 3 clusters Score -2428077 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -2428081.500000 Penalty: 3422.098389
	Iteration 37Q: 3 clusters Score -2428082 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2428087.000000 Penalty: 3422.098389
	Iteration 38Q: 3 clusters Score -2428087 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2428090.000000 Penalty: 3422.098389
	Iteration 39Q: 3 clusters Score -2428090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2428097.500000 Penalty: 3422.098389
	Iteration 40F: 3 clusters Score -2428098 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2428095.750000 Penalty: 3422.098389
	Iteration 41Q: 3 clusters Score -2428096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -2428095.250000 Penalty: 3422.098389
	Iteration 42Q: 3 clusters Score -2428095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -2428097.750000 Penalty: 3422.098389
	Iteration 43Q: 3 clusters Score -2428098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -2428101.750000 Penalty: 3422.098389
	Iteration 44Q: 3 clusters Score -2428102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33930 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2428104.000000 Penalty: 3422.098389
	Iteration 45Q: 3 clusters Score -2428104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2428101.750000 Penalty: 3422.098389
	Iteration 46Q: 3 clusters Score -2428102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -2428100.000000 Penalty: 3422.098389
	Iteration 47Q: 3 clusters Score -2428100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2428103.250000 Penalty: 3422.098389
	Iteration 48Q: 3 clusters Score -2428103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -2428107.000000 Penalty: 3422.098389
	Iteration 49Q: 3 clusters Score -2428107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -2428106.000000 Penalty: 3422.098389
	Iteration 50Q: 3 clusters Score -2428106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -2428107.750000 Penalty: 3422.098389
	Iteration 51Q: 3 clusters Score -2428108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2428106.000000 Penalty: 3422.098389
	Iteration 52Q: 3 clusters Score -2428106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2428107.750000 Penalty: 3422.098389
	Iteration 53Q: 3 clusters Score -2428108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -2428105.500000 Penalty: 3422.098389
	Iteration 54Q: 3 clusters Score -2428106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2428105.750000 Penalty: 3422.098389
	Iteration 55Q: 3 clusters Score -2428106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2428105.750000 Penalty: 3422.098389
	Iteration 56F: 3 clusters Score -2428106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (76095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76095 members 
Entering Unmasked Estep 
Score: -4782815.000000 Penalty: 1826.457397
	Iteration 0F: 2 clusters Score -4782815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -4731890.500000 Penalty: 3652.914795
	Iteration 0F: 3 clusters Score -4731890 nChanged 36198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
Score: -4753361.000000 Penalty: 3652.914795
	Iteration 1F: 3 clusters Score -4753361 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -4754925.000000 Penalty: 3652.914795
	Iteration 2Q: 3 clusters Score -4754925 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -4757187.000000 Penalty: 3652.914795
	Iteration 3F: 3 clusters Score -4757187 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48333 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -4760226.500000 Penalty: 3652.914795
	Iteration 4F: 3 clusters Score -4760226 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -4763722.000000 Penalty: 3652.914795
	Iteration 5F: 3 clusters Score -4763722 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56834 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -4767285.000000 Penalty: 3652.914795
	Iteration 6F: 3 clusters Score -4767285 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61089 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -4770403.500000 Penalty: 3652.914795
	Iteration 7F: 3 clusters Score -4770404 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64828 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -4772951.500000 Penalty: 3652.914795
	Iteration 8F: 3 clusters Score -4772952 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68035 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -4775169.500000 Penalty: 3652.914795
	Iteration 9Q: 3 clusters Score -4775170 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70658 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -4777081.500000 Penalty: 3652.914795
	Iteration 10Q: 3 clusters Score -4777082 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72702 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -4778631.500000 Penalty: 3652.914795
	Iteration 11Q: 3 clusters Score -4778632 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74113 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -4779709.000000 Penalty: 3652.914795
	Iteration 12Q: 3 clusters Score -4779709 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74952 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4780393.500000 Penalty: 3652.914795
	Iteration 13Q: 3 clusters Score -4780394 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75401 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4780776.000000 Penalty: 3652.914795
	Iteration 14Q: 3 clusters Score -4780776 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75611 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4780983.500000 Penalty: 3652.914795
	Iteration 15Q: 3 clusters Score -4780984 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75725 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4781086.500000 Penalty: 3652.914795
	Iteration 16Q: 3 clusters Score -4781086 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75763 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4781126.500000 Penalty: 3652.914795
	Iteration 17Q: 3 clusters Score -4781126 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75799 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4781160.500000 Penalty: 3652.914795
	Iteration 18Q: 3 clusters Score -4781160 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75824 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4781191.000000 Penalty: 3652.914795
	Iteration 19Q: 3 clusters Score -4781191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75829 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4781202.500000 Penalty: 3652.914795
	Iteration 20F: 3 clusters Score -4781202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75834 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4781211.500000 Penalty: 3652.914795
	Iteration 21Q: 3 clusters Score -4781212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75837 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4781214.500000 Penalty: 3652.914795
	Iteration 22Q: 3 clusters Score -4781214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75841 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4781218.000000 Penalty: 3652.914795
	Iteration 23Q: 3 clusters Score -4781218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75847 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4781228.000000 Penalty: 3652.914795
	Iteration 24Q: 3 clusters Score -4781228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75850 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4781234.000000 Penalty: 3652.914795
	Iteration 25Q: 3 clusters Score -4781234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75852 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4781244.500000 Penalty: 3652.914795
	Iteration 26Q: 3 clusters Score -4781244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75853 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4781245.500000 Penalty: 3652.914795
	Iteration 27Q: 3 clusters Score -4781246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75855 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4781249.000000 Penalty: 3652.914795
	Iteration 28Q: 3 clusters Score -4781249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75855 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4781253.000000 Penalty: 3652.914795
	Iteration 29Q: 3 clusters Score -4781253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75856 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4781254.500000 Penalty: 3652.914795
	Iteration 30Q: 3 clusters Score -4781254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75857 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4781255.500000 Penalty: 3652.914795
	Iteration 31Q: 3 clusters Score -4781256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75859 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4781257.500000 Penalty: 3652.914795
	Iteration 32Q: 3 clusters Score -4781258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75859 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4781257.500000 Penalty: 3652.914795
	Iteration 33F: 3 clusters Score -4781258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Entering Unmasked Estep 
Score: -437726.281250 Penalty: 1441.368652
	Iteration 0F: 2 clusters Score -437726.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -432447.031250 Penalty: 2882.737305
	Iteration 0F: 3 clusters Score -432447 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -434143.781250 Penalty: 2882.737305
	Iteration 1F: 3 clusters Score -434143.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -434575.250000 Penalty: 2882.737305
	Iteration 2F: 3 clusters Score -434575.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -434959.281250 Penalty: 2882.737305
	Iteration 3F: 3 clusters Score -434959.3 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -435364.375000 Penalty: 2882.737305
	Iteration 4F: 3 clusters Score -435364.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -435779.968750 Penalty: 2882.737305
	Iteration 5F: 3 clusters Score -435780 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -436141.281250 Penalty: 2882.737305
	Iteration 6F: 3 clusters Score -436141.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -436376.968750 Penalty: 2882.737305
	Iteration 7Q: 3 clusters Score -436377 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -436554.156250 Penalty: 2882.737305
	Iteration 8Q: 3 clusters Score -436554.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -436697.468750 Penalty: 2882.737305
	Iteration 9Q: 3 clusters Score -436697.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -436802.031250 Penalty: 2882.737305
	Iteration 10Q: 3 clusters Score -436802 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -436874.531250 Penalty: 2882.737305
	Iteration 11Q: 3 clusters Score -436874.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -436930.937500 Penalty: 2882.737305
	Iteration 12Q: 3 clusters Score -436930.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -436971.375000 Penalty: 2882.737305
	Iteration 13Q: 3 clusters Score -436971.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -437008.656250 Penalty: 2882.737305
	Iteration 14Q: 3 clusters Score -437008.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -437040.156250 Penalty: 2882.737305
	Iteration 15Q: 3 clusters Score -437040.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -437074.937500 Penalty: 2882.737305
	Iteration 16Q: 3 clusters Score -437074.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -437102.843750 Penalty: 2882.737305
	Iteration 17Q: 3 clusters Score -437102.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -437117.656250 Penalty: 2882.737305
	Iteration 18Q: 3 clusters Score -437117.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -437125.781250 Penalty: 2882.737305
	Iteration 19Q: 3 clusters Score -437125.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -437132.187500 Penalty: 2882.737305
	Iteration 20F: 3 clusters Score -437132.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -437139.906250 Penalty: 2882.737305
	Iteration 21Q: 3 clusters Score -437139.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -437148.687500 Penalty: 2882.737305
	Iteration 22Q: 3 clusters Score -437148.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -437160.093750 Penalty: 2882.737305
	Iteration 23Q: 3 clusters Score -437160.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -437167.843750 Penalty: 2882.737305
	Iteration 24Q: 3 clusters Score -437167.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -437177.875000 Penalty: 2882.737305
	Iteration 25Q: 3 clusters Score -437177.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -437186.531250 Penalty: 2882.737305
	Iteration 26Q: 3 clusters Score -437186.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -437190.312500 Penalty: 2882.737305
	Iteration 27Q: 3 clusters Score -437190.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -437195.750000 Penalty: 2882.737305
	Iteration 28Q: 3 clusters Score -437195.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -437202.312500 Penalty: 2882.737305
	Iteration 29Q: 3 clusters Score -437202.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -437206.125000 Penalty: 2882.737305
	Iteration 30Q: 3 clusters Score -437206.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -437207.187500 Penalty: 2882.737305
	Iteration 31Q: 3 clusters Score -437207.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -437209.000000 Penalty: 2882.737305
	Iteration 32Q: 3 clusters Score -437209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -437209.000000 Penalty: 2882.737305
	Iteration 33F: 3 clusters Score -437209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Entering Unmasked Estep 
Score: -606475.375000 Penalty: 1486.227417
	Iteration 0F: 2 clusters Score -606475.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -599794.750000 Penalty: 2972.454834
	Iteration 0F: 3 clusters Score -599794.8 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -601862.437500 Penalty: 2972.454834
	Iteration 1F: 3 clusters Score -601862.4 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -602089.687500 Penalty: 2972.454834
	Iteration 2F: 3 clusters Score -602089.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -602250.875000 Penalty: 2972.454834
	Iteration 3Q: 3 clusters Score -602250.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -602372.375000 Penalty: 2972.454834
	Iteration 4Q: 3 clusters Score -602372.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -602454.375000 Penalty: 2972.454834
	Iteration 5Q: 3 clusters Score -602454.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -602536.437500 Penalty: 2972.454834
	Iteration 6Q: 3 clusters Score -602536.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -602613.875000 Penalty: 2972.454834
	Iteration 7Q: 3 clusters Score -602613.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -602703.875000 Penalty: 2972.454834
	Iteration 8Q: 3 clusters Score -602703.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -602799.625000 Penalty: 2972.454834
	Iteration 9Q: 3 clusters Score -602799.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -602913.125000 Penalty: 2972.454834
	Iteration 10Q: 3 clusters Score -602913.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -603053.625000 Penalty: 2972.454834
	Iteration 11Q: 3 clusters Score -603053.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -603241.312500 Penalty: 2972.454834
	Iteration 12Q: 3 clusters Score -603241.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -603505.875000 Penalty: 2972.454834
	Iteration 13Q: 3 clusters Score -603505.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -603816.000000 Penalty: 2972.454834
	Iteration 14Q: 3 clusters Score -603816 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -604158.437500 Penalty: 2972.454834
	Iteration 15Q: 3 clusters Score -604158.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -604418.812500 Penalty: 2972.454834
	Iteration 16Q: 3 clusters Score -604418.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -604634.437500 Penalty: 2972.454834
	Iteration 17Q: 3 clusters Score -604634.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -604808.187500 Penalty: 2972.454834
	Iteration 18Q: 3 clusters Score -604808.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -604992.312500 Penalty: 2972.454834
	Iteration 19Q: 3 clusters Score -604992.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -605202.625000 Penalty: 2972.454834
	Iteration 20F: 3 clusters Score -605202.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -605400.125000 Penalty: 2972.454834
	Iteration 21Q: 3 clusters Score -605400.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -605573.125000 Penalty: 2972.454834
	Iteration 22Q: 3 clusters Score -605573.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -605683.437500 Penalty: 2972.454834
	Iteration 23Q: 3 clusters Score -605683.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -605757.375000 Penalty: 2972.454834
	Iteration 24Q: 3 clusters Score -605757.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -605802.250000 Penalty: 2972.454834
	Iteration 25Q: 3 clusters Score -605802.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -605833.250000 Penalty: 2972.454834
	Iteration 26Q: 3 clusters Score -605833.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -605855.000000 Penalty: 2972.454834
	Iteration 27Q: 3 clusters Score -605855 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -605869.812500 Penalty: 2972.454834
	Iteration 28Q: 3 clusters Score -605869.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -605879.250000 Penalty: 2972.454834
	Iteration 29Q: 3 clusters Score -605879.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -605884.500000 Penalty: 2972.454834
	Iteration 30Q: 3 clusters Score -605884.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -605888.812500 Penalty: 2972.454834
	Iteration 31Q: 3 clusters Score -605888.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -605893.312500 Penalty: 2972.454834
	Iteration 32Q: 3 clusters Score -605893.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -605894.062500 Penalty: 2972.454834
	Iteration 33Q: 3 clusters Score -605894.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -605896.687500 Penalty: 2972.454834
	Iteration 34Q: 3 clusters Score -605896.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -605897.000000 Penalty: 2972.454834
	Iteration 35Q: 3 clusters Score -605897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -605900.500000 Penalty: 2972.454834
	Iteration 36Q: 3 clusters Score -605900.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -605902.000000 Penalty: 2972.454834
	Iteration 37Q: 3 clusters Score -605902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -605902.750000 Penalty: 2972.454834
	Iteration 38Q: 3 clusters Score -605902.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -605901.687500 Penalty: 2972.454834
	Iteration 39Q: 3 clusters Score -605901.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -605902.000000 Penalty: 2972.454834
	Iteration 40F: 3 clusters Score -605902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -605902.937500 Penalty: 2972.454834
	Iteration 41Q: 3 clusters Score -605902.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -605905.562500 Penalty: 2972.454834
	Iteration 42Q: 3 clusters Score -605905.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -605904.750000 Penalty: 2972.454834
	Iteration 43Q: 3 clusters Score -605904.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -605904.750000 Penalty: 2972.454834
	Iteration 44F: 3 clusters Score -605904.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Entering Unmasked Estep 
Score: -169220.812500 Penalty: 1297.585938
	Iteration 0F: 2 clusters Score -169220.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -166544.593750 Penalty: 2595.171875
	Iteration 0F: 3 clusters Score -166544.6 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -167164.125000 Penalty: 2595.171875
	Iteration 1F: 3 clusters Score -167164.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -167305.062500 Penalty: 2595.171875
	Iteration 2F: 3 clusters Score -167305.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -167410.640625 Penalty: 2595.171875
	Iteration 3F: 3 clusters Score -167410.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -167487.593750 Penalty: 2595.171875
	Iteration 4Q: 3 clusters Score -167487.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -167552.062500 Penalty: 2595.171875
	Iteration 5Q: 3 clusters Score -167552.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -167600.859375 Penalty: 2595.171875
	Iteration 6Q: 3 clusters Score -167600.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -167642.062500 Penalty: 2595.171875
	Iteration 7Q: 3 clusters Score -167642.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -167680.703125 Penalty: 2595.171875
	Iteration 8Q: 3 clusters Score -167680.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -167728.562500 Penalty: 2595.171875
	Iteration 9Q: 3 clusters Score -167728.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -167783.875000 Penalty: 2595.171875
	Iteration 10Q: 3 clusters Score -167783.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -167840.750000 Penalty: 2595.171875
	Iteration 11Q: 3 clusters Score -167840.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -167884.750000 Penalty: 2595.171875
	Iteration 12Q: 3 clusters Score -167884.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -167932.515625 Penalty: 2595.171875
	Iteration 13Q: 3 clusters Score -167932.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -167986.671875 Penalty: 2595.171875
	Iteration 14Q: 3 clusters Score -167986.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -168036.812500 Penalty: 2595.171875
	Iteration 15Q: 3 clusters Score -168036.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -168064.765625 Penalty: 2595.171875
	Iteration 16Q: 3 clusters Score -168064.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -168090.828125 Penalty: 2595.171875
	Iteration 17Q: 3 clusters Score -168090.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -168115.281250 Penalty: 2595.171875
	Iteration 18Q: 3 clusters Score -168115.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -168137.421875 Penalty: 2595.171875
	Iteration 19Q: 3 clusters Score -168137.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -168155.015625 Penalty: 2595.171875
	Iteration 20F: 3 clusters Score -168155 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -168165.234375 Penalty: 2595.171875
	Iteration 21Q: 3 clusters Score -168165.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -168177.421875 Penalty: 2595.171875
	Iteration 22Q: 3 clusters Score -168177.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -168188.328125 Penalty: 2595.171875
	Iteration 23Q: 3 clusters Score -168188.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -168199.593750 Penalty: 2595.171875
	Iteration 24Q: 3 clusters Score -168199.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -168205.218750 Penalty: 2595.171875
	Iteration 25Q: 3 clusters Score -168205.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -168208.859375 Penalty: 2595.171875
	Iteration 26Q: 3 clusters Score -168208.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -168213.390625 Penalty: 2595.171875
	Iteration 27Q: 3 clusters Score -168213.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -168219.078125 Penalty: 2595.171875
	Iteration 28Q: 3 clusters Score -168219.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -168223.031250 Penalty: 2595.171875
	Iteration 29Q: 3 clusters Score -168223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -168231.312500 Penalty: 2595.171875
	Iteration 30Q: 3 clusters Score -168231.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -168248.515625 Penalty: 2595.171875
	Iteration 31Q: 3 clusters Score -168248.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -168259.718750 Penalty: 2595.171875
	Iteration 32Q: 3 clusters Score -168259.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -168264.359375 Penalty: 2595.171875
	Iteration 33Q: 3 clusters Score -168264.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -168271.625000 Penalty: 2595.171875
	Iteration 34Q: 3 clusters Score -168271.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -168278.421875 Penalty: 2595.171875
	Iteration 35Q: 3 clusters Score -168278.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -168282.500000 Penalty: 2595.171875
	Iteration 36Q: 3 clusters Score -168282.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -168284.437500 Penalty: 2595.171875
	Iteration 37Q: 3 clusters Score -168284.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -168287.515625 Penalty: 2595.171875
	Iteration 38Q: 3 clusters Score -168287.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -168287.750000 Penalty: 2595.171875
	Iteration 39Q: 3 clusters Score -168287.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -168288.109375 Penalty: 2595.171875
	Iteration 40F: 3 clusters Score -168288.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -168288.171875 Penalty: 2595.171875
	Iteration 41Q: 3 clusters Score -168288.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -168288.281250 Penalty: 2595.171875
	Iteration 42Q: 3 clusters Score -168288.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -168288.281250 Penalty: 2595.171875
	Iteration 43F: 3 clusters Score -168288.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Entering Unmasked Estep 
Score: -456681.937500 Penalty: 1449.041138
	Iteration 0F: 2 clusters Score -456681.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -451185.156250 Penalty: 2898.082275
	Iteration 0F: 3 clusters Score -451185.2 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -452821.906250 Penalty: 2898.082275
	Iteration 1F: 3 clusters Score -452821.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -453012.687500 Penalty: 2898.082275
	Iteration 2F: 3 clusters Score -453012.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -453155.031250 Penalty: 2898.082275
	Iteration 3Q: 3 clusters Score -453155 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -453258.312500 Penalty: 2898.082275
	Iteration 4Q: 3 clusters Score -453258.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -453340.375000 Penalty: 2898.082275
	Iteration 5Q: 3 clusters Score -453340.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -453425.593750 Penalty: 2898.082275
	Iteration 6Q: 3 clusters Score -453425.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -453495.250000 Penalty: 2898.082275
	Iteration 7Q: 3 clusters Score -453495.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -453552.343750 Penalty: 2898.082275
	Iteration 8Q: 3 clusters Score -453552.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -453608.656250 Penalty: 2898.082275
	Iteration 9Q: 3 clusters Score -453608.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -453666.406250 Penalty: 2898.082275
	Iteration 10Q: 3 clusters Score -453666.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -453716.375000 Penalty: 2898.082275
	Iteration 11Q: 3 clusters Score -453716.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -453760.531250 Penalty: 2898.082275
	Iteration 12Q: 3 clusters Score -453760.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -453811.031250 Penalty: 2898.082275
	Iteration 13Q: 3 clusters Score -453811 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -453874.531250 Penalty: 2898.082275
	Iteration 14Q: 3 clusters Score -453874.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -453940.093750 Penalty: 2898.082275
	Iteration 15Q: 3 clusters Score -453940.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -454016.343750 Penalty: 2898.082275
	Iteration 16Q: 3 clusters Score -454016.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -454099.031250 Penalty: 2898.082275
	Iteration 17Q: 3 clusters Score -454099 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -454187.312500 Penalty: 2898.082275
	Iteration 18Q: 3 clusters Score -454187.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -454277.500000 Penalty: 2898.082275
	Iteration 19Q: 3 clusters Score -454277.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -454348.750000 Penalty: 2898.082275
	Iteration 20F: 3 clusters Score -454348.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -454407.562500 Penalty: 2898.082275
	Iteration 21Q: 3 clusters Score -454407.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -454453.968750 Penalty: 2898.082275
	Iteration 22Q: 3 clusters Score -454454 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -454488.656250 Penalty: 2898.082275
	Iteration 23Q: 3 clusters Score -454488.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -454508.750000 Penalty: 2898.082275
	Iteration 24Q: 3 clusters Score -454508.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -454528.062500 Penalty: 2898.082275
	Iteration 25Q: 3 clusters Score -454528.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -454542.250000 Penalty: 2898.082275
	Iteration 26Q: 3 clusters Score -454542.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -454550.718750 Penalty: 2898.082275
	Iteration 27Q: 3 clusters Score -454550.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -454556.125000 Penalty: 2898.082275
	Iteration 28Q: 3 clusters Score -454556.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -454561.031250 Penalty: 2898.082275
	Iteration 29Q: 3 clusters Score -454561 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -454564.437500 Penalty: 2898.082275
	Iteration 30Q: 3 clusters Score -454564.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -454569.531250 Penalty: 2898.082275
	Iteration 31Q: 3 clusters Score -454569.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -454572.687500 Penalty: 2898.082275
	Iteration 32Q: 3 clusters Score -454572.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -454576.750000 Penalty: 2898.082275
	Iteration 33Q: 3 clusters Score -454576.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -454578.875000 Penalty: 2898.082275
	Iteration 34Q: 3 clusters Score -454578.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -454581.031250 Penalty: 2898.082275
	Iteration 35Q: 3 clusters Score -454581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -454581.562500 Penalty: 2898.082275
	Iteration 36Q: 3 clusters Score -454581.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -454583.062500 Penalty: 2898.082275
	Iteration 37Q: 3 clusters Score -454583.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -454583.843750 Penalty: 2898.082275
	Iteration 38Q: 3 clusters Score -454583.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -454586.031250 Penalty: 2898.082275
	Iteration 39Q: 3 clusters Score -454586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -454586.750000 Penalty: 2898.082275
	Iteration 40F: 3 clusters Score -454586.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -454587.250000 Penalty: 2898.082275
	Iteration 41Q: 3 clusters Score -454587.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -454587.718750 Penalty: 2898.082275
	Iteration 42Q: 3 clusters Score -454587.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -454589.093750 Penalty: 2898.082275
	Iteration 43Q: 3 clusters Score -454589.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -454590.750000 Penalty: 2898.082275
	Iteration 44Q: 3 clusters Score -454590.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -454592.718750 Penalty: 2898.082275
	Iteration 45Q: 3 clusters Score -454592.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -454592.968750 Penalty: 2898.082275
	Iteration 46Q: 3 clusters Score -454593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -454593.781250 Penalty: 2898.082275
	Iteration 47Q: 3 clusters Score -454593.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -454594.406250 Penalty: 2898.082275
	Iteration 48Q: 3 clusters Score -454594.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -454595.937500 Penalty: 2898.082275
	Iteration 49Q: 3 clusters Score -454595.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -454596.531250 Penalty: 2898.082275
	Iteration 50Q: 3 clusters Score -454596.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -454595.937500 Penalty: 2898.082275
	Iteration 51Q: 3 clusters Score -454595.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -454596.593750 Penalty: 2898.082275
	Iteration 52Q: 3 clusters Score -454596.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -454597.250000 Penalty: 2898.082275
	Iteration 53Q: 3 clusters Score -454597.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -454597.125000 Penalty: 2898.082275
	Iteration 54Q: 3 clusters Score -454597.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -454599.031250 Penalty: 2898.082275
	Iteration 55Q: 3 clusters Score -454599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -454598.968750 Penalty: 2898.082275
	Iteration 56Q: 3 clusters Score -454599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -454599.343750 Penalty: 2898.082275
	Iteration 57Q: 3 clusters Score -454599.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -454600.093750 Penalty: 2898.082275
	Iteration 58Q: 3 clusters Score -454600.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -454600.156250 Penalty: 2898.082275
	Iteration 59Q: 3 clusters Score -454600.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -454600.343750 Penalty: 2898.082275
	Iteration 60F: 3 clusters Score -454600.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -454599.687500 Penalty: 2898.082275
	Iteration 61Q: 3 clusters Score -454599.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -454601.531250 Penalty: 2898.082275
	Iteration 62Q: 3 clusters Score -454601.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -454602.968750 Penalty: 2898.082275
	Iteration 63Q: 3 clusters Score -454603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -454603.031250 Penalty: 2898.082275
	Iteration 64Q: 3 clusters Score -454603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -454603.437500 Penalty: 2898.082275
	Iteration 65Q: 3 clusters Score -454603.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -454603.812500 Penalty: 2898.082275
	Iteration 66Q: 3 clusters Score -454603.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -454603.187500 Penalty: 2898.082275
	Iteration 67Q: 3 clusters Score -454603.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -454604.406250 Penalty: 2898.082275
	Iteration 68Q: 3 clusters Score -454604.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -454604.656250 Penalty: 2898.082275
	Iteration 69Q: 3 clusters Score -454604.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -454605.156250 Penalty: 2898.082275
	Iteration 70Q: 3 clusters Score -454605.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -454604.875000 Penalty: 2898.082275
	Iteration 71Q: 3 clusters Score -454604.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -454605.406250 Penalty: 2898.082275
	Iteration 72Q: 3 clusters Score -454605.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -454605.406250 Penalty: 2898.082275
	Iteration 73F: 3 clusters Score -454605.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Entering Unmasked Estep 
Score: -518744.343750 Penalty: 1466.049072
	Iteration 0F: 2 clusters Score -518744.3 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 4089 members 
Entering Unmasked Estep 
Score: -512685.375000 Penalty: 2932.098145
	Iteration 0F: 3 clusters Score -512685.4 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -514604.781250 Penalty: 2932.098145
	Iteration 1F: 3 clusters Score -514604.8 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -514877.875000 Penalty: 2932.098145
	Iteration 2F: 3 clusters Score -514877.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -515104.531250 Penalty: 2932.098145
	Iteration 3F: 3 clusters Score -515104.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -515318.500000 Penalty: 2932.098145
	Iteration 4Q: 3 clusters Score -515318.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -515555.375000 Penalty: 2932.098145
	Iteration 5Q: 3 clusters Score -515555.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -515802.968750 Penalty: 2932.098145
	Iteration 6Q: 3 clusters Score -515803 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -516047.000000 Penalty: 2932.098145
	Iteration 7Q: 3 clusters Score -516047 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -516315.406250 Penalty: 2932.098145
	Iteration 8Q: 3 clusters Score -516315.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -516585.250000 Penalty: 2932.098145
	Iteration 9Q: 3 clusters Score -516585.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -516811.031250 Penalty: 2932.098145
	Iteration 10Q: 3 clusters Score -516811 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -516999.843750 Penalty: 2932.098145
	Iteration 11Q: 3 clusters Score -516999.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -517148.250000 Penalty: 2932.098145
	Iteration 12Q: 3 clusters Score -517148.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -517264.437500 Penalty: 2932.098145
	Iteration 13Q: 3 clusters Score -517264.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -517346.281250 Penalty: 2932.098145
	Iteration 14Q: 3 clusters Score -517346.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -517417.437500 Penalty: 2932.098145
	Iteration 15Q: 3 clusters Score -517417.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -517469.062500 Penalty: 2932.098145
	Iteration 16Q: 3 clusters Score -517469.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -517515.156250 Penalty: 2932.098145
	Iteration 17Q: 3 clusters Score -517515.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -517561.906250 Penalty: 2932.098145
	Iteration 18Q: 3 clusters Score -517561.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -517593.000000 Penalty: 2932.098145
	Iteration 19Q: 3 clusters Score -517593 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -517616.593750 Penalty: 2932.098145
	Iteration 20F: 3 clusters Score -517616.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -517643.281250 Penalty: 2932.098145
	Iteration 21Q: 3 clusters Score -517643.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -517672.906250 Penalty: 2932.098145
	Iteration 22Q: 3 clusters Score -517672.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -517697.343750 Penalty: 2932.098145
	Iteration 23Q: 3 clusters Score -517697.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -517720.812500 Penalty: 2932.098145
	Iteration 24Q: 3 clusters Score -517720.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -517739.093750 Penalty: 2932.098145
	Iteration 25Q: 3 clusters Score -517739.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -517749.531250 Penalty: 2932.098145
	Iteration 26Q: 3 clusters Score -517749.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -517759.843750 Penalty: 2932.098145
	Iteration 27Q: 3 clusters Score -517759.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -517771.968750 Penalty: 2932.098145
	Iteration 28Q: 3 clusters Score -517772 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -517788.937500 Penalty: 2932.098145
	Iteration 29Q: 3 clusters Score -517788.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -517799.781250 Penalty: 2932.098145
	Iteration 30Q: 3 clusters Score -517799.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -517806.937500 Penalty: 2932.098145
	Iteration 31Q: 3 clusters Score -517806.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -517817.656250 Penalty: 2932.098145
	Iteration 32Q: 3 clusters Score -517817.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -517823.093750 Penalty: 2932.098145
	Iteration 33Q: 3 clusters Score -517823.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -517826.750000 Penalty: 2932.098145
	Iteration 34Q: 3 clusters Score -517826.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -517829.187500 Penalty: 2932.098145
	Iteration 35Q: 3 clusters Score -517829.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -517833.437500 Penalty: 2932.098145
	Iteration 36Q: 3 clusters Score -517833.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -517837.218750 Penalty: 2932.098145
	Iteration 37Q: 3 clusters Score -517837.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -517842.156250 Penalty: 2932.098145
	Iteration 38Q: 3 clusters Score -517842.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -517850.281250 Penalty: 2932.098145
	Iteration 39Q: 3 clusters Score -517850.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -517858.031250 Penalty: 2932.098145
	Iteration 40F: 3 clusters Score -517858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -517864.000000 Penalty: 2932.098145
	Iteration 41Q: 3 clusters Score -517864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -517865.062500 Penalty: 2932.098145
	Iteration 42Q: 3 clusters Score -517865.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -517867.531250 Penalty: 2932.098145
	Iteration 43Q: 3 clusters Score -517867.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -517866.843750 Penalty: 2932.098145
	Iteration 44Q: 3 clusters Score -517866.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -517867.593750 Penalty: 2932.098145
	Iteration 45Q: 3 clusters Score -517867.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -517867.125000 Penalty: 2932.098145
	Iteration 46Q: 3 clusters Score -517867.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -517867.125000 Penalty: 2932.098145
	Iteration 47F: 3 clusters Score -517867.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 480949 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 4 contains 15578 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7869 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37404 members 
Mstep: Class 10 contains 76095 members 
Mstep: Class 15 contains 7115 members 
Mstep: Class 16 contains 9377 members 
Mstep: Class 17 contains 2937 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196504.000000 Penalty: 30554.080078
Iteration 199Q: 15 clusters Score -4.21965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 480947 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 4 contains 15578 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7869 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37405 members 
Mstep: Class 10 contains 76095 members 
Mstep: Class 15 contains 7115 members 
Mstep: Class 16 contains 9378 members 
Mstep: Class 17 contains 2937 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196512.000000 Penalty: 30554.080078
Iteration 200F: 15 clusters Score -4.219651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 480943 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 4 contains 15578 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7869 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37405 members 
Mstep: Class 10 contains 76095 members 
Mstep: Class 15 contains 7115 members 
Mstep: Class 16 contains 9382 members 
Mstep: Class 17 contains 2937 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196528.000000 Penalty: 30554.080078
Iteration 201Q: 15 clusters Score -4.219653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 480942 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 4 contains 15578 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7869 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37403 members 
Mstep: Class 10 contains 76095 members 
Mstep: Class 15 contains 7115 members 
Mstep: Class 16 contains 9385 members 
Mstep: Class 17 contains 2937 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196540.000000 Penalty: 30554.080078
Iteration 202Q: 15 clusters Score -4.219654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 480941 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 4 contains 15578 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7869 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37404 members 
Mstep: Class 10 contains 76095 members 
Mstep: Class 15 contains 7115 members 
Mstep: Class 16 contains 9385 members 
Mstep: Class 17 contains 2937 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196544.000000 Penalty: 30554.080078
Iteration 203Q: 15 clusters Score -4.219654e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 480937 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 4 contains 15578 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7869 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37406 members 
Mstep: Class 10 contains 76095 members 
Mstep: Class 15 contains 7115 members 
Mstep: Class 16 contains 9387 members 
Mstep: Class 17 contains 2937 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196552.000000 Penalty: 30554.080078
Iteration 204Q: 15 clusters Score -4.219655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 480935 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 4 contains 15578 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7869 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37407 members 
Mstep: Class 10 contains 76095 members 
Mstep: Class 15 contains 7115 members 
Mstep: Class 16 contains 9388 members 
Mstep: Class 17 contains 2937 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196560.000000 Penalty: 30554.080078
Iteration 205Q: 15 clusters Score -4.219656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 480934 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 4 contains 15578 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7869 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37408 members 
Mstep: Class 10 contains 76095 members 
Mstep: Class 15 contains 7114 members 
Mstep: Class 16 contains 9389 members 
Mstep: Class 17 contains 2937 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196560.000000 Penalty: 30554.080078
Iteration 206Q: 15 clusters Score -4.219656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 480933 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 4 contains 15578 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7869 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37409 members 
Mstep: Class 10 contains 76095 members 
Mstep: Class 15 contains 7114 members 
Mstep: Class 16 contains 9389 members 
Mstep: Class 17 contains 2937 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196556.000000 Penalty: 30554.080078
Iteration 207Q: 15 clusters Score -4.219656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 480931 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 4 contains 15578 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7869 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37411 members 
Mstep: Class 10 contains 76095 members 
Mstep: Class 15 contains 7114 members 
Mstep: Class 16 contains 9389 members 
Mstep: Class 17 contains 2937 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196548.000000 Penalty: 30554.080078
Iteration 208Q: 15 clusters Score -4.219655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 480931 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 4 contains 15578 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 7 contains 7869 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 37411 members 
Mstep: Class 10 contains 76095 members 
Mstep: Class 15 contains 7114 members 
Mstep: Class 16 contains 9389 members 
Mstep: Class 17 contains 2937 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 8282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196548.000000 Penalty: 30554.080078
Iteration 209F: 15 clusters Score -4.219655e+07 nChanged 0
Entering ConstructFrom: 
Score: -42196548.000000 Penalty: 30554.080078
Entering ConstructFrom: 
Trying to split cluster 1 (5386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Entering Unmasked Estep 
Score: -295892.593750 Penalty: 1396.128296
	Iteration 0F: 2 clusters Score -295892.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -291755.562500 Penalty: 2792.256592
	Iteration 0F: 3 clusters Score -291755.6 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -293186.562500 Penalty: 2792.256592
	Iteration 1F: 3 clusters Score -293186.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -293467.968750 Penalty: 2792.256592
	Iteration 2F: 3 clusters Score -293468 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -293640.218750 Penalty: 2792.256592
	Iteration 3F: 3 clusters Score -293640.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -293754.000000 Penalty: 2792.256592
	Iteration 4Q: 3 clusters Score -293754 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -293852.843750 Penalty: 2792.256592
	Iteration 5Q: 3 clusters Score -293852.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -293975.656250 Penalty: 2792.256592
	Iteration 6Q: 3 clusters Score -293975.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -294100.093750 Penalty: 2792.256592
	Iteration 7Q: 3 clusters Score -294100.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -294258.937500 Penalty: 2792.256592
	Iteration 8Q: 3 clusters Score -294258.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -294398.468750 Penalty: 2792.256592
	Iteration 9Q: 3 clusters Score -294398.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -294536.187500 Penalty: 2792.256592
	Iteration 10Q: 3 clusters Score -294536.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -294651.000000 Penalty: 2792.256592
	Iteration 11Q: 3 clusters Score -294651 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -294751.218750 Penalty: 2792.256592
	Iteration 12Q: 3 clusters Score -294751.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -294834.187500 Penalty: 2792.256592
	Iteration 13Q: 3 clusters Score -294834.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -294893.593750 Penalty: 2792.256592
	Iteration 14Q: 3 clusters Score -294893.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -294929.156250 Penalty: 2792.256592
	Iteration 15Q: 3 clusters Score -294929.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -294954.062500 Penalty: 2792.256592
	Iteration 16Q: 3 clusters Score -294954.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -294969.312500 Penalty: 2792.256592
	Iteration 17Q: 3 clusters Score -294969.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -294985.468750 Penalty: 2792.256592
	Iteration 18Q: 3 clusters Score -294985.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -295003.375000 Penalty: 2792.256592
	Iteration 19Q: 3 clusters Score -295003.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -295020.468750 Penalty: 2792.256592
	Iteration 20F: 3 clusters Score -295020.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -295030.687500 Penalty: 2792.256592
	Iteration 21Q: 3 clusters Score -295030.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -295042.187500 Penalty: 2792.256592
	Iteration 22Q: 3 clusters Score -295042.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -295054.500000 Penalty: 2792.256592
	Iteration 23Q: 3 clusters Score -295054.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -295060.843750 Penalty: 2792.256592
	Iteration 24Q: 3 clusters Score -295060.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -295064.562500 Penalty: 2792.256592
	Iteration 25Q: 3 clusters Score -295064.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -295066.593750 Penalty: 2792.256592
	Iteration 26Q: 3 clusters Score -295066.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -295067.843750 Penalty: 2792.256592
	Iteration 27Q: 3 clusters Score -295067.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -295069.125000 Penalty: 2792.256592
	Iteration 28Q: 3 clusters Score -295069.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -295069.562500 Penalty: 2792.256592
	Iteration 29Q: 3 clusters Score -295069.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -295071.312500 Penalty: 2792.256592
	Iteration 30Q: 3 clusters Score -295071.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -295072.000000 Penalty: 2792.256592
	Iteration 31Q: 3 clusters Score -295072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -295072.875000 Penalty: 2792.256592
	Iteration 32Q: 3 clusters Score -295072.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -295073.812500 Penalty: 2792.256592
	Iteration 33Q: 3 clusters Score -295073.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -295074.625000 Penalty: 2792.256592
	Iteration 34Q: 3 clusters Score -295074.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -295074.937500 Penalty: 2792.256592
	Iteration 35Q: 3 clusters Score -295074.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -295075.906250 Penalty: 2792.256592
	Iteration 36Q: 3 clusters Score -295075.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -295076.625000 Penalty: 2792.256592
	Iteration 37Q: 3 clusters Score -295076.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -295077.468750 Penalty: 2792.256592
	Iteration 38Q: 3 clusters Score -295077.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -295080.250000 Penalty: 2792.256592
	Iteration 39Q: 3 clusters Score -295080.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -295081.531250 Penalty: 2792.256592
	Iteration 40F: 3 clusters Score -295081.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -295085.406250 Penalty: 2792.256592
	Iteration 41Q: 3 clusters Score -295085.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -295087.125000 Penalty: 2792.256592
	Iteration 42Q: 3 clusters Score -295087.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -295088.156250 Penalty: 2792.256592
	Iteration 43Q: 3 clusters Score -295088.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -295088.437500 Penalty: 2792.256592
	Iteration 44Q: 3 clusters Score -295088.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -295090.312500 Penalty: 2792.256592
	Iteration 45Q: 3 clusters Score -295090.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -295091.406250 Penalty: 2792.256592
	Iteration 46Q: 3 clusters Score -295091.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -295091.687500 Penalty: 2792.256592
	Iteration 47Q: 3 clusters Score -295091.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -295092.875000 Penalty: 2792.256592
	Iteration 48Q: 3 clusters Score -295092.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -295092.656250 Penalty: 2792.256592
	Iteration 49Q: 3 clusters Score -295092.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -295093.625000 Penalty: 2792.256592
	Iteration 50Q: 3 clusters Score -295093.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -295093.937500 Penalty: 2792.256592
	Iteration 51Q: 3 clusters Score -295093.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -295094.156250 Penalty: 2792.256592
	Iteration 52Q: 3 clusters Score -295094.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -295095.375000 Penalty: 2792.256592
	Iteration 53Q: 3 clusters Score -295095.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -295094.875000 Penalty: 2792.256592
	Iteration 54Q: 3 clusters Score -295094.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -295095.656250 Penalty: 2792.256592
	Iteration 55Q: 3 clusters Score -295095.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -295095.312500 Penalty: 2792.256592
	Iteration 56Q: 3 clusters Score -295095.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -295095.312500 Penalty: 2792.256592
	Iteration 57F: 3 clusters Score -295095.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (480931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480931 members 
Entering Unmasked Estep 
Score: -30458250.000000 Penalty: 2126.065430
	Iteration 0F: 2 clusters Score -3.045825e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241037 members 
Mstep: Class 2 contains 239894 members 
Entering Unmasked Estep 
Score: -30134392.000000 Penalty: 4252.130859
	Iteration 0F: 3 clusters Score -3.013439e+07 nChanged 235558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251955 members 
Mstep: Class 2 contains 228976 members 
Entering Unmasked Estep 
Score: -30276298.000000 Penalty: 4252.130859
	Iteration 1F: 3 clusters Score -3.02763e+07 nChanged 14797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259564 members 
Mstep: Class 2 contains 221367 members 
Entering Unmasked Estep 
Score: -30280414.000000 Penalty: 4252.130859
	Iteration 2Q: 3 clusters Score -3.028041e+07 nChanged 17737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271615 members 
Mstep: Class 2 contains 209316 members 
Entering Unmasked Estep 
Score: -30286426.000000 Penalty: 4252.130859
	Iteration 3Q: 3 clusters Score -3.028643e+07 nChanged 23080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290357 members 
Mstep: Class 2 contains 190574 members 
Entering Unmasked Estep 
Score: -30297726.000000 Penalty: 4252.130859
	Iteration 4Q: 3 clusters Score -3.029773e+07 nChanged 30260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317677 members 
Mstep: Class 2 contains 163254 members 
Entering Unmasked Estep 
Score: -30317046.000000 Penalty: 4252.130859
	Iteration 5F: 3 clusters Score -3.031705e+07 nChanged 38105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353880 members 
Mstep: Class 2 contains 127051 members 
Entering Unmasked Estep 
Score: -30348422.000000 Penalty: 4252.130859
	Iteration 6F: 3 clusters Score -3.034842e+07 nChanged 40058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392892 members 
Mstep: Class 2 contains 88039 members 
Entering Unmasked Estep 
Score: -30386402.000000 Penalty: 4252.130859
	Iteration 7F: 3 clusters Score -3.03864e+07 nChanged 32386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424572 members 
Mstep: Class 2 contains 56359 members 
Entering Unmasked Estep 
Score: -30416678.000000 Penalty: 4252.130859
	Iteration 8F: 3 clusters Score -3.041668e+07 nChanged 20761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444907 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -30434564.000000 Penalty: 4252.130859
	Iteration 9Q: 3 clusters Score -3.043456e+07 nChanged 12502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457103 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -30444250.000000 Penalty: 4252.130859
	Iteration 10Q: 3 clusters Score -3.044425e+07 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464469 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -30449418.000000 Penalty: 4252.130859
	Iteration 11Q: 3 clusters Score -3.044942e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469064 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -30452620.000000 Penalty: 4252.130859
	Iteration 12Q: 3 clusters Score -3.045262e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472017 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -30454626.000000 Penalty: 4252.130859
	Iteration 13Q: 3 clusters Score -3.045463e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473846 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -30455726.000000 Penalty: 4252.130859
	Iteration 14Q: 3 clusters Score -3.045573e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474954 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -30456422.000000 Penalty: 4252.130859
	Iteration 15Q: 3 clusters Score -3.045642e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475648 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -30456698.000000 Penalty: 4252.130859
	Iteration 16Q: 3 clusters Score -3.04567e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476111 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -30457038.000000 Penalty: 4252.130859
	Iteration 17Q: 3 clusters Score -3.045704e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476462 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -30457194.000000 Penalty: 4252.130859
	Iteration 18Q: 3 clusters Score -3.045719e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476750 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -30457200.000000 Penalty: 4252.130859
	Iteration 19Q: 3 clusters Score -3.04572e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476963 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -30457306.000000 Penalty: 4252.130859
	Iteration 20F: 3 clusters Score -3.045731e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477109 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -30457338.000000 Penalty: 4252.130859
	Iteration 21Q: 3 clusters Score -3.045734e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477232 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -30457428.000000 Penalty: 4252.130859
	Iteration 22Q: 3 clusters Score -3.045743e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477332 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -30457534.000000 Penalty: 4252.130859
	Iteration 23Q: 3 clusters Score -3.045753e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477415 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -30457574.000000 Penalty: 4252.130859
	Iteration 24Q: 3 clusters Score -3.045757e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477483 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -30457582.000000 Penalty: 4252.130859
	Iteration 25Q: 3 clusters Score -3.045758e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477530 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -30457602.000000 Penalty: 4252.130859
	Iteration 26Q: 3 clusters Score -3.04576e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477569 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -30457622.000000 Penalty: 4252.130859
	Iteration 27Q: 3 clusters Score -3.045762e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477609 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -30457626.000000 Penalty: 4252.130859
	Iteration 28Q: 3 clusters Score -3.045763e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477637 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -30457628.000000 Penalty: 4252.130859
	Iteration 29Q: 3 clusters Score -3.045763e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477657 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -30457628.000000 Penalty: 4252.130859
	Iteration 30Q: 3 clusters Score -3.045763e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477683 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -30457642.000000 Penalty: 4252.130859
	Iteration 31Q: 3 clusters Score -3.045764e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477713 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -30457664.000000 Penalty: 4252.130859
	Iteration 32Q: 3 clusters Score -3.045766e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477736 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -30457668.000000 Penalty: 4252.130859
	Iteration 33Q: 3 clusters Score -3.045767e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477754 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -30457668.000000 Penalty: 4252.130859
	Iteration 34Q: 3 clusters Score -3.045767e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477780 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -30457652.000000 Penalty: 4252.130859
	Iteration 35Q: 3 clusters Score -3.045765e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477797 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -30457680.000000 Penalty: 4252.130859
	Iteration 36Q: 3 clusters Score -3.045768e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477815 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -30457706.000000 Penalty: 4252.130859
	Iteration 37Q: 3 clusters Score -3.045771e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477836 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -30457692.000000 Penalty: 4252.130859
	Iteration 38Q: 3 clusters Score -3.045769e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477859 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -30457716.000000 Penalty: 4252.130859
	Iteration 39Q: 3 clusters Score -3.045772e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477872 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -30457718.000000 Penalty: 4252.130859
	Iteration 40F: 3 clusters Score -3.045772e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477880 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -30457694.000000 Penalty: 4252.130859
	Iteration 41Q: 3 clusters Score -3.045769e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477889 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -30457700.000000 Penalty: 4252.130859
	Iteration 42Q: 3 clusters Score -3.04577e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477895 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -30457692.000000 Penalty: 4252.130859
	Iteration 43Q: 3 clusters Score -3.045769e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477905 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -30457684.000000 Penalty: 4252.130859
	Iteration 44Q: 3 clusters Score -3.045768e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477912 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -30457716.000000 Penalty: 4252.130859
	Iteration 45Q: 3 clusters Score -3.045772e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477919 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -30457696.000000 Penalty: 4252.130859
	Iteration 46Q: 3 clusters Score -3.04577e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477924 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -30457696.000000 Penalty: 4252.130859
	Iteration 47Q: 3 clusters Score -3.04577e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477927 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -30457696.000000 Penalty: 4252.130859
	Iteration 48Q: 3 clusters Score -3.04577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477926 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -30457698.000000 Penalty: 4252.130859
	Iteration 49Q: 3 clusters Score -3.04577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477926 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -30457698.000000 Penalty: 4252.130859
	Iteration 50F: 3 clusters Score -3.04577e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Entering Unmasked Estep 
Score: -968179.625000 Penalty: 1559.417969
	Iteration 0F: 2 clusters Score -968179.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -958071.875000 Penalty: 3118.835938
	Iteration 0F: 3 clusters Score -958071.9 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -961528.625000 Penalty: 3118.835938
	Iteration 1F: 3 clusters Score -961528.6 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -961882.687500 Penalty: 3118.835938
	Iteration 2F: 3 clusters Score -961882.7 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -962239.250000 Penalty: 3118.835938
	Iteration 3F: 3 clusters Score -962239.2 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -962658.500000 Penalty: 3118.835938
	Iteration 4F: 3 clusters Score -962658.5 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -963127.125000 Penalty: 3118.835938
	Iteration 5F: 3 clusters Score -963127.1 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -963689.250000 Penalty: 3118.835938
	Iteration 6F: 3 clusters Score -963689.2 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -964370.625000 Penalty: 3118.835938
	Iteration 7F: 3 clusters Score -964370.6 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -965075.625000 Penalty: 3118.835938
	Iteration 8F: 3 clusters Score -965075.6 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -965635.875000 Penalty: 3118.835938
	Iteration 9F: 3 clusters Score -965635.9 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -965950.375000 Penalty: 3118.835938
	Iteration 10Q: 3 clusters Score -965950.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -966128.062500 Penalty: 3118.835938
	Iteration 11Q: 3 clusters Score -966128.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -966230.562500 Penalty: 3118.835938
	Iteration 12Q: 3 clusters Score -966230.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -966309.437500 Penalty: 3118.835938
	Iteration 13Q: 3 clusters Score -966309.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -966364.875000 Penalty: 3118.835938
	Iteration 14Q: 3 clusters Score -966364.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -966417.187500 Penalty: 3118.835938
	Iteration 15Q: 3 clusters Score -966417.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -966454.750000 Penalty: 3118.835938
	Iteration 16Q: 3 clusters Score -966454.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -966478.187500 Penalty: 3118.835938
	Iteration 17Q: 3 clusters Score -966478.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -966499.437500 Penalty: 3118.835938
	Iteration 18Q: 3 clusters Score -966499.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -966517.500000 Penalty: 3118.835938
	Iteration 19Q: 3 clusters Score -966517.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -966529.312500 Penalty: 3118.835938
	Iteration 20F: 3 clusters Score -966529.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -966539.187500 Penalty: 3118.835938
	Iteration 21Q: 3 clusters Score -966539.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -966552.562500 Penalty: 3118.835938
	Iteration 22Q: 3 clusters Score -966552.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -966558.750000 Penalty: 3118.835938
	Iteration 23Q: 3 clusters Score -966558.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -966571.312500 Penalty: 3118.835938
	Iteration 24Q: 3 clusters Score -966571.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -966581.500000 Penalty: 3118.835938
	Iteration 25Q: 3 clusters Score -966581.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -966588.250000 Penalty: 3118.835938
	Iteration 26Q: 3 clusters Score -966588.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -966599.375000 Penalty: 3118.835938
	Iteration 27Q: 3 clusters Score -966599.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -966611.562500 Penalty: 3118.835938
	Iteration 28Q: 3 clusters Score -966611.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -966626.437500 Penalty: 3118.835938
	Iteration 29Q: 3 clusters Score -966626.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -966643.625000 Penalty: 3118.835938
	Iteration 30Q: 3 clusters Score -966643.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -966657.625000 Penalty: 3118.835938
	Iteration 31Q: 3 clusters Score -966657.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -966669.250000 Penalty: 3118.835938
	Iteration 32Q: 3 clusters Score -966669.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -966678.250000 Penalty: 3118.835938
	Iteration 33Q: 3 clusters Score -966678.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -966689.000000 Penalty: 3118.835938
	Iteration 34Q: 3 clusters Score -966689 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -966696.125000 Penalty: 3118.835938
	Iteration 35Q: 3 clusters Score -966696.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -966700.375000 Penalty: 3118.835938
	Iteration 36Q: 3 clusters Score -966700.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -966705.812500 Penalty: 3118.835938
	Iteration 37Q: 3 clusters Score -966705.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -966712.375000 Penalty: 3118.835938
	Iteration 38Q: 3 clusters Score -966712.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -966720.812500 Penalty: 3118.835938
	Iteration 39Q: 3 clusters Score -966720.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -966722.125000 Penalty: 3118.835938
	Iteration 40F: 3 clusters Score -966722.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -966729.625000 Penalty: 3118.835938
	Iteration 41Q: 3 clusters Score -966729.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -966736.437500 Penalty: 3118.835938
	Iteration 42Q: 3 clusters Score -966736.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -966741.875000 Penalty: 3118.835938
	Iteration 43Q: 3 clusters Score -966741.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -966744.687500 Penalty: 3118.835938
	Iteration 44Q: 3 clusters Score -966744.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -966742.625000 Penalty: 3118.835938
	Iteration 45Q: 3 clusters Score -966742.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -966750.750000 Penalty: 3118.835938
	Iteration 46Q: 3 clusters Score -966750.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -966754.000000 Penalty: 3118.835938
	Iteration 47Q: 3 clusters Score -966754 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -966756.062500 Penalty: 3118.835938
	Iteration 48Q: 3 clusters Score -966756.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -966760.625000 Penalty: 3118.835938
	Iteration 49Q: 3 clusters Score -966760.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -966763.625000 Penalty: 3118.835938
	Iteration 50Q: 3 clusters Score -966763.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -966765.500000 Penalty: 3118.835938
	Iteration 51Q: 3 clusters Score -966765.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -966770.125000 Penalty: 3118.835938
	Iteration 52Q: 3 clusters Score -966770.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -966773.062500 Penalty: 3118.835938
	Iteration 53Q: 3 clusters Score -966773.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -966781.187500 Penalty: 3118.835938
	Iteration 54Q: 3 clusters Score -966781.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -966786.812500 Penalty: 3118.835938
	Iteration 55Q: 3 clusters Score -966786.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -966791.437500 Penalty: 3118.835938
	Iteration 56Q: 3 clusters Score -966791.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -966798.250000 Penalty: 3118.835938
	Iteration 57Q: 3 clusters Score -966798.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -966799.687500 Penalty: 3118.835938
	Iteration 58Q: 3 clusters Score -966799.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -966805.375000 Penalty: 3118.835938
	Iteration 59Q: 3 clusters Score -966805.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -966808.812500 Penalty: 3118.835938
	Iteration 60F: 3 clusters Score -966808.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -966810.250000 Penalty: 3118.835938
	Iteration 61Q: 3 clusters Score -966810.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -966810.750000 Penalty: 3118.835938
	Iteration 62Q: 3 clusters Score -966810.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -966815.937500 Penalty: 3118.835938
	Iteration 63Q: 3 clusters Score -966815.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -966817.500000 Penalty: 3118.835938
	Iteration 64Q: 3 clusters Score -966817.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -966827.375000 Penalty: 3118.835938
	Iteration 65Q: 3 clusters Score -966827.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -966833.687500 Penalty: 3118.835938
	Iteration 66Q: 3 clusters Score -966833.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -966836.187500 Penalty: 3118.835938
	Iteration 67Q: 3 clusters Score -966836.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -966841.250000 Penalty: 3118.835938
	Iteration 68Q: 3 clusters Score -966841.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -966840.812500 Penalty: 3118.835938
	Iteration 69Q: 3 clusters Score -966840.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -966846.062500 Penalty: 3118.835938
	Iteration 70Q: 3 clusters Score -966846.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -966847.500000 Penalty: 3118.835938
	Iteration 71Q: 3 clusters Score -966847.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -966848.437500 Penalty: 3118.835938
	Iteration 72Q: 3 clusters Score -966848.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -966851.812500 Penalty: 3118.835938
	Iteration 73Q: 3 clusters Score -966851.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -966854.687500 Penalty: 3118.835938
	Iteration 74Q: 3 clusters Score -966854.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -966856.062500 Penalty: 3118.835938
	Iteration 75Q: 3 clusters Score -966856.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -966856.750000 Penalty: 3118.835938
	Iteration 76Q: 3 clusters Score -966856.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -966857.625000 Penalty: 3118.835938
	Iteration 77Q: 3 clusters Score -966857.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -966859.437500 Penalty: 3118.835938
	Iteration 78Q: 3 clusters Score -966859.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -966858.437500 Penalty: 3118.835938
	Iteration 79Q: 3 clusters Score -966858.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -966860.875000 Penalty: 3118.835938
	Iteration 80F: 3 clusters Score -966860.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -966860.875000 Penalty: 3118.835938
	Iteration 81Q: 3 clusters Score -966860.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -966864.187500 Penalty: 3118.835938
	Iteration 82Q: 3 clusters Score -966864.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -966864.812500 Penalty: 3118.835938
	Iteration 83Q: 3 clusters Score -966864.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -966862.937500 Penalty: 3118.835938
	Iteration 84Q: 3 clusters Score -966862.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -966863.375000 Penalty: 3118.835938
	Iteration 85Q: 3 clusters Score -966863.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -966865.187500 Penalty: 3118.835938
	Iteration 86Q: 3 clusters Score -966865.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -966866.750000 Penalty: 3118.835938
	Iteration 87Q: 3 clusters Score -966866.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -966866.562500 Penalty: 3118.835938
	Iteration 88Q: 3 clusters Score -966866.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -966869.250000 Penalty: 3118.835938
	Iteration 89Q: 3 clusters Score -966869.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -966868.062500 Penalty: 3118.835938
	Iteration 90Q: 3 clusters Score -966868.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -966871.187500 Penalty: 3118.835938
	Iteration 91Q: 3 clusters Score -966871.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -966870.500000 Penalty: 3118.835938
	Iteration 92Q: 3 clusters Score -966870.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -966872.437500 Penalty: 3118.835938
	Iteration 93Q: 3 clusters Score -966872.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -966874.125000 Penalty: 3118.835938
	Iteration 94Q: 3 clusters Score -966874.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -966875.875000 Penalty: 3118.835938
	Iteration 95Q: 3 clusters Score -966875.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -966878.187500 Penalty: 3118.835938
	Iteration 96Q: 3 clusters Score -966878.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -966876.750000 Penalty: 3118.835938
	Iteration 97Q: 3 clusters Score -966876.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -966876.562500 Penalty: 3118.835938
	Iteration 98Q: 3 clusters Score -966876.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -966875.875000 Penalty: 3118.835938
	Iteration 99Q: 3 clusters Score -966875.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -966877.062500 Penalty: 3118.835938
	Iteration 100F: 3 clusters Score -966877.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -966878.625000 Penalty: 3118.835938
	Iteration 101Q: 3 clusters Score -966878.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -966879.187500 Penalty: 3118.835938
	Iteration 102Q: 3 clusters Score -966879.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -966878.125000 Penalty: 3118.835938
	Iteration 103Q: 3 clusters Score -966878.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -966879.750000 Penalty: 3118.835938
	Iteration 104Q: 3 clusters Score -966879.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -966878.750000 Penalty: 3118.835938
	Iteration 105Q: 3 clusters Score -966878.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -966880.250000 Penalty: 3118.835938
	Iteration 106Q: 3 clusters Score -966880.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -966879.625000 Penalty: 3118.835938
	Iteration 107Q: 3 clusters Score -966879.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -966879.750000 Penalty: 3118.835938
	Iteration 108Q: 3 clusters Score -966879.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -966879.750000 Penalty: 3118.835938
	Iteration 109F: 3 clusters Score -966879.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Entering Unmasked Estep 
Score: -984213.625000 Penalty: 1568.712402
	Iteration 0F: 2 clusters Score -984213.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -973487.562500 Penalty: 3137.424805
	Iteration 0F: 3 clusters Score -973487.6 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -977200.875000 Penalty: 3137.424805
	Iteration 1F: 3 clusters Score -977200.9 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -977495.812500 Penalty: 3137.424805
	Iteration 2F: 3 clusters Score -977495.8 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -977775.687500 Penalty: 3137.424805
	Iteration 3Q: 3 clusters Score -977775.7 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -978081.625000 Penalty: 3137.424805
	Iteration 4Q: 3 clusters Score -978081.6 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -978450.062500 Penalty: 3137.424805
	Iteration 5Q: 3 clusters Score -978450.1 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -978885.687500 Penalty: 3137.424805
	Iteration 6F: 3 clusters Score -978885.7 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -979463.312500 Penalty: 3137.424805
	Iteration 7F: 3 clusters Score -979463.3 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -980175.000000 Penalty: 3137.424805
	Iteration 8F: 3 clusters Score -980175 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -980843.375000 Penalty: 3137.424805
	Iteration 9F: 3 clusters Score -980843.4 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -981451.437500 Penalty: 3137.424805
	Iteration 10Q: 3 clusters Score -981451.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -981915.375000 Penalty: 3137.424805
	Iteration 11Q: 3 clusters Score -981915.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -982270.062500 Penalty: 3137.424805
	Iteration 12Q: 3 clusters Score -982270.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -982531.750000 Penalty: 3137.424805
	Iteration 13Q: 3 clusters Score -982531.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -982692.000000 Penalty: 3137.424805
	Iteration 14Q: 3 clusters Score -982692 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -982781.875000 Penalty: 3137.424805
	Iteration 15Q: 3 clusters Score -982781.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -982848.562500 Penalty: 3137.424805
	Iteration 16Q: 3 clusters Score -982848.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -982886.562500 Penalty: 3137.424805
	Iteration 17Q: 3 clusters Score -982886.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -982911.812500 Penalty: 3137.424805
	Iteration 18Q: 3 clusters Score -982911.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -982933.375000 Penalty: 3137.424805
	Iteration 19Q: 3 clusters Score -982933.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -982950.875000 Penalty: 3137.424805
	Iteration 20F: 3 clusters Score -982950.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -982966.000000 Penalty: 3137.424805
	Iteration 21Q: 3 clusters Score -982966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -982977.250000 Penalty: 3137.424805
	Iteration 22Q: 3 clusters Score -982977.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -982986.250000 Penalty: 3137.424805
	Iteration 23Q: 3 clusters Score -982986.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -982995.375000 Penalty: 3137.424805
	Iteration 24Q: 3 clusters Score -982995.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -982999.250000 Penalty: 3137.424805
	Iteration 25Q: 3 clusters Score -982999.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -983001.250000 Penalty: 3137.424805
	Iteration 26Q: 3 clusters Score -983001.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -983003.625000 Penalty: 3137.424805
	Iteration 27Q: 3 clusters Score -983003.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -983008.812500 Penalty: 3137.424805
	Iteration 28Q: 3 clusters Score -983008.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -983011.500000 Penalty: 3137.424805
	Iteration 29Q: 3 clusters Score -983011.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -983017.937500 Penalty: 3137.424805
	Iteration 30Q: 3 clusters Score -983017.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -983023.687500 Penalty: 3137.424805
	Iteration 31Q: 3 clusters Score -983023.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -983031.562500 Penalty: 3137.424805
	Iteration 32Q: 3 clusters Score -983031.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -983038.250000 Penalty: 3137.424805
	Iteration 33Q: 3 clusters Score -983038.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -983049.000000 Penalty: 3137.424805
	Iteration 34Q: 3 clusters Score -983049 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -983057.875000 Penalty: 3137.424805
	Iteration 35Q: 3 clusters Score -983057.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -983067.937500 Penalty: 3137.424805
	Iteration 36Q: 3 clusters Score -983067.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -983076.500000 Penalty: 3137.424805
	Iteration 37Q: 3 clusters Score -983076.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -983078.750000 Penalty: 3137.424805
	Iteration 38Q: 3 clusters Score -983078.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -983084.687500 Penalty: 3137.424805
	Iteration 39Q: 3 clusters Score -983084.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -983087.312500 Penalty: 3137.424805
	Iteration 40F: 3 clusters Score -983087.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -983086.125000 Penalty: 3137.424805
	Iteration 41Q: 3 clusters Score -983086.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -983091.375000 Penalty: 3137.424805
	Iteration 42Q: 3 clusters Score -983091.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -983092.312500 Penalty: 3137.424805
	Iteration 43Q: 3 clusters Score -983092.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -983092.687500 Penalty: 3137.424805
	Iteration 44Q: 3 clusters Score -983092.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -983094.062500 Penalty: 3137.424805
	Iteration 45Q: 3 clusters Score -983094.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -983096.562500 Penalty: 3137.424805
	Iteration 46Q: 3 clusters Score -983096.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -983097.937500 Penalty: 3137.424805
	Iteration 47Q: 3 clusters Score -983097.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -983100.562500 Penalty: 3137.424805
	Iteration 48Q: 3 clusters Score -983100.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -983107.500000 Penalty: 3137.424805
	Iteration 49Q: 3 clusters Score -983107.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -983110.375000 Penalty: 3137.424805
	Iteration 50Q: 3 clusters Score -983110.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -983109.937500 Penalty: 3137.424805
	Iteration 51Q: 3 clusters Score -983109.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -983112.375000 Penalty: 3137.424805
	Iteration 52Q: 3 clusters Score -983112.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -983111.750000 Penalty: 3137.424805
	Iteration 53Q: 3 clusters Score -983111.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -983113.062500 Penalty: 3137.424805
	Iteration 54Q: 3 clusters Score -983113.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -983113.062500 Penalty: 3137.424805
	Iteration 55F: 3 clusters Score -983113.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Entering Unmasked Estep 
Score: -79481.117188 Penalty: 1180.404907
	Iteration 0F: 2 clusters Score -79481.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -77764.828125 Penalty: 2360.809814
	Iteration 0F: 3 clusters Score -77764.83 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -78115.468750 Penalty: 2360.809814
	Iteration 1F: 3 clusters Score -78115.47 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -78233.554688 Penalty: 2360.809814
	Iteration 2F: 3 clusters Score -78233.55 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -78300.531250 Penalty: 2360.809814
	Iteration 3Q: 3 clusters Score -78300.53 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -78344.289062 Penalty: 2360.809814
	Iteration 4Q: 3 clusters Score -78344.29 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -78368.289062 Penalty: 2360.809814
	Iteration 5Q: 3 clusters Score -78368.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -78384.171875 Penalty: 2360.809814
	Iteration 6Q: 3 clusters Score -78384.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -78399.625000 Penalty: 2360.809814
	Iteration 7Q: 3 clusters Score -78399.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -78417.679688 Penalty: 2360.809814
	Iteration 8Q: 3 clusters Score -78417.68 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -78444.875000 Penalty: 2360.809814
	Iteration 9Q: 3 clusters Score -78444.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -78467.507812 Penalty: 2360.809814
	Iteration 10Q: 3 clusters Score -78467.51 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -78488.382812 Penalty: 2360.809814
	Iteration 11Q: 3 clusters Score -78488.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -78513.218750 Penalty: 2360.809814
	Iteration 12Q: 3 clusters Score -78513.22 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -78536.726562 Penalty: 2360.809814
	Iteration 13Q: 3 clusters Score -78536.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -78550.476562 Penalty: 2360.809814
	Iteration 14Q: 3 clusters Score -78550.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -78563.453125 Penalty: 2360.809814
	Iteration 15Q: 3 clusters Score -78563.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -78576.195312 Penalty: 2360.809814
	Iteration 16Q: 3 clusters Score -78576.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -78586.789062 Penalty: 2360.809814
	Iteration 17Q: 3 clusters Score -78586.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -78596.625000 Penalty: 2360.809814
	Iteration 18Q: 3 clusters Score -78596.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -78602.796875 Penalty: 2360.809814
	Iteration 19Q: 3 clusters Score -78602.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -78606.875000 Penalty: 2360.809814
	Iteration 20F: 3 clusters Score -78606.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -78612.242188 Penalty: 2360.809814
	Iteration 21Q: 3 clusters Score -78612.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -78620.148438 Penalty: 2360.809814
	Iteration 22Q: 3 clusters Score -78620.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -78624.312500 Penalty: 2360.809814
	Iteration 23Q: 3 clusters Score -78624.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -78626.750000 Penalty: 2360.809814
	Iteration 24Q: 3 clusters Score -78626.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -78629.031250 Penalty: 2360.809814
	Iteration 25Q: 3 clusters Score -78629.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -78634.468750 Penalty: 2360.809814
	Iteration 26Q: 3 clusters Score -78634.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -78640.742188 Penalty: 2360.809814
	Iteration 27Q: 3 clusters Score -78640.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -78643.585938 Penalty: 2360.809814
	Iteration 28Q: 3 clusters Score -78643.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -78644.851562 Penalty: 2360.809814
	Iteration 29Q: 3 clusters Score -78644.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -78647.531250 Penalty: 2360.809814
	Iteration 30Q: 3 clusters Score -78647.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -78648.960938 Penalty: 2360.809814
	Iteration 31Q: 3 clusters Score -78648.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -78650.296875 Penalty: 2360.809814
	Iteration 32Q: 3 clusters Score -78650.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -78651.320312 Penalty: 2360.809814
	Iteration 33Q: 3 clusters Score -78651.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -78652.289062 Penalty: 2360.809814
	Iteration 34Q: 3 clusters Score -78652.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -78653.820312 Penalty: 2360.809814
	Iteration 35Q: 3 clusters Score -78653.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -78653.820312 Penalty: 2360.809814
	Iteration 36F: 3 clusters Score -78653.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Entering Unmasked Estep 
Score: -483664.593750 Penalty: 1457.736450
	Iteration 0F: 2 clusters Score -483664.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -477796.468750 Penalty: 2915.472900
	Iteration 0F: 3 clusters Score -477796.5 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -479695.625000 Penalty: 2915.472900
	Iteration 1F: 3 clusters Score -479695.6 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -479961.562500 Penalty: 2915.472900
	Iteration 2F: 3 clusters Score -479961.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -480193.250000 Penalty: 2915.472900
	Iteration 3F: 3 clusters Score -480193.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -480427.000000 Penalty: 2915.472900
	Iteration 4F: 3 clusters Score -480427 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -480656.812500 Penalty: 2915.472900
	Iteration 5Q: 3 clusters Score -480656.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -480883.468750 Penalty: 2915.472900
	Iteration 6Q: 3 clusters Score -480883.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -481131.500000 Penalty: 2915.472900
	Iteration 7Q: 3 clusters Score -481131.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -481352.937500 Penalty: 2915.472900
	Iteration 8Q: 3 clusters Score -481352.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -481544.406250 Penalty: 2915.472900
	Iteration 9Q: 3 clusters Score -481544.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -481699.406250 Penalty: 2915.472900
	Iteration 10Q: 3 clusters Score -481699.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -481833.281250 Penalty: 2915.472900
	Iteration 11Q: 3 clusters Score -481833.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -481928.312500 Penalty: 2915.472900
	Iteration 12Q: 3 clusters Score -481928.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -482019.781250 Penalty: 2915.472900
	Iteration 13Q: 3 clusters Score -482019.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -482088.531250 Penalty: 2915.472900
	Iteration 14Q: 3 clusters Score -482088.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -482140.781250 Penalty: 2915.472900
	Iteration 15Q: 3 clusters Score -482140.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -482182.718750 Penalty: 2915.472900
	Iteration 16Q: 3 clusters Score -482182.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -482209.625000 Penalty: 2915.472900
	Iteration 17Q: 3 clusters Score -482209.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -482234.656250 Penalty: 2915.472900
	Iteration 18Q: 3 clusters Score -482234.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -482259.812500 Penalty: 2915.472900
	Iteration 19Q: 3 clusters Score -482259.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -482290.281250 Penalty: 2915.472900
	Iteration 20F: 3 clusters Score -482290.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -482315.000000 Penalty: 2915.472900
	Iteration 21Q: 3 clusters Score -482315 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -482331.625000 Penalty: 2915.472900
	Iteration 22Q: 3 clusters Score -482331.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -482353.187500 Penalty: 2915.472900
	Iteration 23Q: 3 clusters Score -482353.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -482369.250000 Penalty: 2915.472900
	Iteration 24Q: 3 clusters Score -482369.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -482383.093750 Penalty: 2915.472900
	Iteration 25Q: 3 clusters Score -482383.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -482399.593750 Penalty: 2915.472900
	Iteration 26Q: 3 clusters Score -482399.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -482416.093750 Penalty: 2915.472900
	Iteration 27Q: 3 clusters Score -482416.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -482436.687500 Penalty: 2915.472900
	Iteration 28Q: 3 clusters Score -482436.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -482464.500000 Penalty: 2915.472900
	Iteration 29Q: 3 clusters Score -482464.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -482488.062500 Penalty: 2915.472900
	Iteration 30Q: 3 clusters Score -482488.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -482500.000000 Penalty: 2915.472900
	Iteration 31Q: 3 clusters Score -482500 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -482504.781250 Penalty: 2915.472900
	Iteration 32Q: 3 clusters Score -482504.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -482508.937500 Penalty: 2915.472900
	Iteration 33Q: 3 clusters Score -482508.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -482512.812500 Penalty: 2915.472900
	Iteration 34Q: 3 clusters Score -482512.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -482514.812500 Penalty: 2915.472900
	Iteration 35Q: 3 clusters Score -482514.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -482513.812500 Penalty: 2915.472900
	Iteration 36Q: 3 clusters Score -482513.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -482515.562500 Penalty: 2915.472900
	Iteration 37Q: 3 clusters Score -482515.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -482516.125000 Penalty: 2915.472900
	Iteration 38Q: 3 clusters Score -482516.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -482517.281250 Penalty: 2915.472900
	Iteration 39Q: 3 clusters Score -482517.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -482520.031250 Penalty: 2915.472900
	Iteration 40F: 3 clusters Score -482520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -482520.562500 Penalty: 2915.472900
	Iteration 41Q: 3 clusters Score -482520.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -482521.281250 Penalty: 2915.472900
	Iteration 42Q: 3 clusters Score -482521.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -482523.156250 Penalty: 2915.472900
	Iteration 43Q: 3 clusters Score -482523.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -482523.531250 Penalty: 2915.472900
	Iteration 44Q: 3 clusters Score -482523.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -482524.968750 Penalty: 2915.472900
	Iteration 45Q: 3 clusters Score -482525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -482526.187500 Penalty: 2915.472900
	Iteration 46Q: 3 clusters Score -482526.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -482526.125000 Penalty: 2915.472900
	Iteration 47Q: 3 clusters Score -482526.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -482526.937500 Penalty: 2915.472900
	Iteration 48Q: 3 clusters Score -482526.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -482526.531250 Penalty: 2915.472900
	Iteration 49Q: 3 clusters Score -482526.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -482526.531250 Penalty: 2915.472900
	Iteration 50F: 3 clusters Score -482526.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Entering Unmasked Estep 
Score: -349453.687500 Penalty: 1406.839966
	Iteration 0F: 2 clusters Score -349453.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -344942.250000 Penalty: 2813.679932
	Iteration 0F: 3 clusters Score -344942.2 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -346351.625000 Penalty: 2813.679932
	Iteration 1F: 3 clusters Score -346351.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -346739.437500 Penalty: 2813.679932
	Iteration 2F: 3 clusters Score -346739.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -347171.468750 Penalty: 2813.679932
	Iteration 3F: 3 clusters Score -347171.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -347659.718750 Penalty: 2813.679932
	Iteration 4F: 3 clusters Score -347659.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -348089.281250 Penalty: 2813.679932
	Iteration 5F: 3 clusters Score -348089.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -348425.437500 Penalty: 2813.679932
	Iteration 6F: 3 clusters Score -348425.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -348709.625000 Penalty: 2813.679932
	Iteration 7F: 3 clusters Score -348709.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -348960.656250 Penalty: 2813.679932
	Iteration 8Q: 3 clusters Score -348960.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -349109.250000 Penalty: 2813.679932
	Iteration 9Q: 3 clusters Score -349109.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -349164.718750 Penalty: 2813.679932
	Iteration 10Q: 3 clusters Score -349164.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -349182.906250 Penalty: 2813.679932
	Iteration 11Q: 3 clusters Score -349182.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -349194.156250 Penalty: 2813.679932
	Iteration 12Q: 3 clusters Score -349194.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -349200.281250 Penalty: 2813.679932
	Iteration 13Q: 3 clusters Score -349200.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -349206.593750 Penalty: 2813.679932
	Iteration 14Q: 3 clusters Score -349206.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -349209.812500 Penalty: 2813.679932
	Iteration 15Q: 3 clusters Score -349209.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -349211.343750 Penalty: 2813.679932
	Iteration 16Q: 3 clusters Score -349211.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -349211.968750 Penalty: 2813.679932
	Iteration 17Q: 3 clusters Score -349212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -349211.625000 Penalty: 2813.679932
	Iteration 18Q: 3 clusters Score -349211.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -349212.343750 Penalty: 2813.679932
	Iteration 19Q: 3 clusters Score -349212.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -349212.343750 Penalty: 2813.679932
	Iteration 20F: 3 clusters Score -349212.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Entering Unmasked Estep 
Score: -2428841.500000 Penalty: 1711.079590
	Iteration 0F: 2 clusters Score -2428842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2403761.500000 Penalty: 3422.159180
	Iteration 0F: 3 clusters Score -2403762 nChanged 17289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -2413634.750000 Penalty: 3422.159180
	Iteration 1F: 3 clusters Score -2413635 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -2414155.000000 Penalty: 3422.159180
	Iteration 2Q: 3 clusters Score -2414155 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -2414806.250000 Penalty: 3422.159180
	Iteration 3Q: 3 clusters Score -2414806 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -2415682.750000 Penalty: 3422.159180
	Iteration 4Q: 3 clusters Score -2415683 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -2416890.000000 Penalty: 3422.159180
	Iteration 5F: 3 clusters Score -2416890 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -2418321.500000 Penalty: 3422.159180
	Iteration 6F: 3 clusters Score -2418322 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -2420075.250000 Penalty: 3422.159180
	Iteration 7F: 3 clusters Score -2420075 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -2421843.750000 Penalty: 3422.159180
	Iteration 8F: 3 clusters Score -2421844 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -2423497.000000 Penalty: 3422.159180
	Iteration 9F: 3 clusters Score -2423497 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -2424814.750000 Penalty: 3422.159180
	Iteration 10Q: 3 clusters Score -2424815 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -2425793.750000 Penalty: 3422.159180
	Iteration 11Q: 3 clusters Score -2425794 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -2426446.250000 Penalty: 3422.159180
	Iteration 12Q: 3 clusters Score -2426446 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -2426844.750000 Penalty: 3422.159180
	Iteration 13Q: 3 clusters Score -2426845 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -2427113.500000 Penalty: 3422.159180
	Iteration 14Q: 3 clusters Score -2427114 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -2427331.250000 Penalty: 3422.159180
	Iteration 15Q: 3 clusters Score -2427331 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -2427490.000000 Penalty: 3422.159180
	Iteration 16Q: 3 clusters Score -2427490 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -2427624.000000 Penalty: 3422.159180
	Iteration 17Q: 3 clusters Score -2427624 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -2427747.000000 Penalty: 3422.159180
	Iteration 18Q: 3 clusters Score -2427747 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -2427821.750000 Penalty: 3422.159180
	Iteration 19Q: 3 clusters Score -2427822 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -2427894.250000 Penalty: 3422.159180
	Iteration 20F: 3 clusters Score -2427894 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -2427959.750000 Penalty: 3422.159180
	Iteration 21Q: 3 clusters Score -2427960 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -2428027.000000 Penalty: 3422.159180
	Iteration 22Q: 3 clusters Score -2428027 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -2428067.250000 Penalty: 3422.159180
	Iteration 23Q: 3 clusters Score -2428067 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
Score: -2428110.750000 Penalty: 3422.159180
	Iteration 24Q: 3 clusters Score -2428111 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -2428156.250000 Penalty: 3422.159180
	Iteration 25Q: 3 clusters Score -2428156 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -2428207.250000 Penalty: 3422.159180
	Iteration 26Q: 3 clusters Score -2428207 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -2428245.000000 Penalty: 3422.159180
	Iteration 27Q: 3 clusters Score -2428245 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -2428289.250000 Penalty: 3422.159180
	Iteration 28Q: 3 clusters Score -2428289 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 33804 members 
Entering Unmasked Estep 
Score: -2428330.750000 Penalty: 3422.159180
	Iteration 29Q: 3 clusters Score -2428331 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -2428386.250000 Penalty: 3422.159180
	Iteration 30Q: 3 clusters Score -2428386 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -2428425.000000 Penalty: 3422.159180
	Iteration 31Q: 3 clusters Score -2428425 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 34002 members 
Entering Unmasked Estep 
Score: -2428451.500000 Penalty: 3422.159180
	Iteration 32Q: 3 clusters Score -2428452 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -2428491.750000 Penalty: 3422.159180
	Iteration 33Q: 3 clusters Score -2428492 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -2428519.250000 Penalty: 3422.159180
	Iteration 34Q: 3 clusters Score -2428519 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -2428545.750000 Penalty: 3422.159180
	Iteration 35Q: 3 clusters Score -2428546 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -2428566.500000 Penalty: 3422.159180
	Iteration 36Q: 3 clusters Score -2428566 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -2428574.750000 Penalty: 3422.159180
	Iteration 37Q: 3 clusters Score -2428575 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -2428577.250000 Penalty: 3422.159180
	Iteration 38Q: 3 clusters Score -2428577 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -2428582.000000 Penalty: 3422.159180
	Iteration 39Q: 3 clusters Score -2428582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -2428585.250000 Penalty: 3422.159180
	Iteration 40F: 3 clusters Score -2428585 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -2428586.500000 Penalty: 3422.159180
	Iteration 41Q: 3 clusters Score -2428586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -2428586.000000 Penalty: 3422.159180
	Iteration 42Q: 3 clusters Score -2428586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -2428588.000000 Penalty: 3422.159180
	Iteration 43Q: 3 clusters Score -2428588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -2428587.750000 Penalty: 3422.159180
	Iteration 44Q: 3 clusters Score -2428588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -2428595.750000 Penalty: 3422.159180
	Iteration 45Q: 3 clusters Score -2428596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -2428589.500000 Penalty: 3422.159180
	Iteration 46Q: 3 clusters Score -2428590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -2428592.000000 Penalty: 3422.159180
	Iteration 47Q: 3 clusters Score -2428592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -2428593.500000 Penalty: 3422.159180
	Iteration 48Q: 3 clusters Score -2428594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -2428592.750000 Penalty: 3422.159180
	Iteration 49Q: 3 clusters Score -2428593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -2428593.250000 Penalty: 3422.159180
	Iteration 50Q: 3 clusters Score -2428593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -2428591.250000 Penalty: 3422.159180
	Iteration 51Q: 3 clusters Score -2428591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -2428590.500000 Penalty: 3422.159180
	Iteration 52Q: 3 clusters Score -2428590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -2428587.000000 Penalty: 3422.159180
	Iteration 53Q: 3 clusters Score -2428587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -2428590.000000 Penalty: 3422.159180
	Iteration 54Q: 3 clusters Score -2428590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -2428590.000000 Penalty: 3422.159180
	Iteration 55F: 3 clusters Score -2428590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (76095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76095 members 
Entering Unmasked Estep 
Score: -4782815.000000 Penalty: 1826.457397
	Iteration 0F: 2 clusters Score -4782815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -4732076.000000 Penalty: 3652.914795
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Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -4778007.000000 Penalty: 3652.914795
	Iteration 93Q: 3 clusters Score -4778007 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71319 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -4778531.500000 Penalty: 3652.914795
	Iteration 94Q: 3 clusters Score -4778532 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72137 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -4778961.000000 Penalty: 3652.914795
	Iteration 95Q: 3 clusters Score -4778961 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72823 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -4779400.000000 Penalty: 3652.914795
	Iteration 96Q: 3 clusters Score -4779400 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73435 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -4779780.500000 Penalty: 3652.914795
	Iteration 97Q: 3 clusters Score -4779780 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73953 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -4780152.000000 Penalty: 3652.914795
	Iteration 98Q: 3 clusters Score -4780152 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74362 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4780427.000000 Penalty: 3652.914795
	Iteration 99Q: 3 clusters Score -4780427 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74674 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4780671.500000 Penalty: 3652.914795
	Iteration 100F: 3 clusters Score -4780672 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74878 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4780867.500000 Penalty: 3652.914795
	Iteration 101Q: 3 clusters Score -4780868 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75032 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4781000.000000 Penalty: 3652.914795
	Iteration 102Q: 3 clusters Score -4781000 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75142 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4781082.500000 Penalty: 3652.914795
	Iteration 103Q: 3 clusters Score -4781082 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75222 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4781147.000000 Penalty: 3652.914795
	Iteration 104Q: 3 clusters Score -4781147 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75278 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4781192.500000 Penalty: 3652.914795
	Iteration 105Q: 3 clusters Score -4781192 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75312 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4781222.000000 Penalty: 3652.914795
	Iteration 106Q: 3 clusters Score -4781222 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75343 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4781255.500000 Penalty: 3652.914795
	Iteration 107Q: 3 clusters Score -4781256 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75367 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4781257.000000 Penalty: 3652.914795
	Iteration 108Q: 3 clusters Score -4781257 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75380 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4781272.500000 Penalty: 3652.914795
	Iteration 109Q: 3 clusters Score -4781272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75399 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4781281.000000 Penalty: 3652.914795
	Iteration 110Q: 3 clusters Score -4781281 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75415 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4781289.000000 Penalty: 3652.914795
	Iteration 111Q: 3 clusters Score -4781289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75426 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4781294.500000 Penalty: 3652.914795
	Iteration 112Q: 3 clusters Score -4781294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75431 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4781301.500000 Penalty: 3652.914795
	Iteration 113Q: 3 clusters Score -4781302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75441 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4781312.000000 Penalty: 3652.914795
	Iteration 114Q: 3 clusters Score -4781312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75442 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4781314.000000 Penalty: 3652.914795
	Iteration 115Q: 3 clusters Score -4781314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75445 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4781324.500000 Penalty: 3652.914795
	Iteration 116Q: 3 clusters Score -4781324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75446 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4781319.500000 Penalty: 3652.914795
	Iteration 117Q: 3 clusters Score -4781320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75449 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4781321.000000 Penalty: 3652.914795
	Iteration 118Q: 3 clusters Score -4781321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75450 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4781325.000000 Penalty: 3652.914795
	Iteration 119Q: 3 clusters Score -4781325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75450 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4781324.000000 Penalty: 3652.914795
	Iteration 120F: 3 clusters Score -4781324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75452 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4781326.000000 Penalty: 3652.914795
	Iteration 121Q: 3 clusters Score -4781326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75452 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4781326.000000 Penalty: 3652.914795
	Iteration 122F: 3 clusters Score -4781326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Entering Unmasked Estep 
Score: -437660.968750 Penalty: 1441.345703
	Iteration 0F: 2 clusters Score -437661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -432352.718750 Penalty: 2882.691406
	Iteration 0F: 3 clusters Score -432352.7 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -434066.375000 Penalty: 2882.691406
	Iteration 1F: 3 clusters Score -434066.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -434440.156250 Penalty: 2882.691406
	Iteration 2F: 3 clusters Score -434440.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -434763.156250 Penalty: 2882.691406
	Iteration 3F: 3 clusters Score -434763.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -435095.125000 Penalty: 2882.691406
	Iteration 4F: 3 clusters Score -435095.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -435429.000000 Penalty: 2882.691406
	Iteration 5F: 3 clusters Score -435429 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -435733.937500 Penalty: 2882.691406
	Iteration 6F: 3 clusters Score -435733.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -436001.250000 Penalty: 2882.691406
	Iteration 7F: 3 clusters Score -436001.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -436225.125000 Penalty: 2882.691406
	Iteration 8Q: 3 clusters Score -436225.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -436406.531250 Penalty: 2882.691406
	Iteration 9Q: 3 clusters Score -436406.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -436540.093750 Penalty: 2882.691406
	Iteration 10Q: 3 clusters Score -436540.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -436648.375000 Penalty: 2882.691406
	Iteration 11Q: 3 clusters Score -436648.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -436726.687500 Penalty: 2882.691406
	Iteration 12Q: 3 clusters Score -436726.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -436784.156250 Penalty: 2882.691406
	Iteration 13Q: 3 clusters Score -436784.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -436833.562500 Penalty: 2882.691406
	Iteration 14Q: 3 clusters Score -436833.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -436883.000000 Penalty: 2882.691406
	Iteration 15Q: 3 clusters Score -436883 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -436936.687500 Penalty: 2882.691406
	Iteration 16Q: 3 clusters Score -436936.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -436973.062500 Penalty: 2882.691406
	Iteration 17Q: 3 clusters Score -436973.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -437003.656250 Penalty: 2882.691406
	Iteration 18Q: 3 clusters Score -437003.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -437019.062500 Penalty: 2882.691406
	Iteration 19Q: 3 clusters Score -437019.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -437024.625000 Penalty: 2882.691406
	Iteration 20F: 3 clusters Score -437024.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -437031.968750 Penalty: 2882.691406
	Iteration 21Q: 3 clusters Score -437032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -437042.312500 Penalty: 2882.691406
	Iteration 22Q: 3 clusters Score -437042.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -437049.531250 Penalty: 2882.691406
	Iteration 23Q: 3 clusters Score -437049.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -437057.781250 Penalty: 2882.691406
	Iteration 24Q: 3 clusters Score -437057.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -437064.718750 Penalty: 2882.691406
	Iteration 25Q: 3 clusters Score -437064.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -437074.843750 Penalty: 2882.691406
	Iteration 26Q: 3 clusters Score -437074.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -437081.375000 Penalty: 2882.691406
	Iteration 27Q: 3 clusters Score -437081.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -437086.218750 Penalty: 2882.691406
	Iteration 28Q: 3 clusters Score -437086.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -437092.125000 Penalty: 2882.691406
	Iteration 29Q: 3 clusters Score -437092.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -437097.375000 Penalty: 2882.691406
	Iteration 30Q: 3 clusters Score -437097.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -437100.906250 Penalty: 2882.691406
	Iteration 31Q: 3 clusters Score -437100.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -437106.156250 Penalty: 2882.691406
	Iteration 32Q: 3 clusters Score -437106.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -437111.968750 Penalty: 2882.691406
	Iteration 33Q: 3 clusters Score -437112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -437116.718750 Penalty: 2882.691406
	Iteration 34Q: 3 clusters Score -437116.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -437119.500000 Penalty: 2882.691406
	Iteration 35Q: 3 clusters Score -437119.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -437120.687500 Penalty: 2882.691406
	Iteration 36Q: 3 clusters Score -437120.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -437120.687500 Penalty: 2882.691406
	Iteration 37F: 3 clusters Score -437120.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Entering Unmasked Estep 
Score: -607252.250000 Penalty: 1486.435303
	Iteration 0F: 2 clusters Score -607252.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -600498.437500 Penalty: 2972.870605
	Iteration 0F: 3 clusters Score -600498.4 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -602641.062500 Penalty: 2972.870605
	Iteration 1F: 3 clusters Score -602641.1 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -602932.687500 Penalty: 2972.870605
	Iteration 2F: 3 clusters Score -602932.7 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -603214.125000 Penalty: 2972.870605
	Iteration 3F: 3 clusters Score -603214.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -603518.625000 Penalty: 2972.870605
	Iteration 4F: 3 clusters Score -603518.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -603848.062500 Penalty: 2972.870605
	Iteration 5F: 3 clusters Score -603848.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -604212.437500 Penalty: 2972.870605
	Iteration 6F: 3 clusters Score -604212.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -604568.562500 Penalty: 2972.870605
	Iteration 7Q: 3 clusters Score -604568.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -604936.687500 Penalty: 2972.870605
	Iteration 8Q: 3 clusters Score -604936.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -605277.062500 Penalty: 2972.870605
	Iteration 9Q: 3 clusters Score -605277.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -605539.687500 Penalty: 2972.870605
	Iteration 10Q: 3 clusters Score -605539.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -605803.250000 Penalty: 2972.870605
	Iteration 11Q: 3 clusters Score -605803.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -606039.625000 Penalty: 2972.870605
	Iteration 12Q: 3 clusters Score -606039.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -606234.625000 Penalty: 2972.870605
	Iteration 13Q: 3 clusters Score -606234.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -606382.687500 Penalty: 2972.870605
	Iteration 14Q: 3 clusters Score -606382.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -606488.375000 Penalty: 2972.870605
	Iteration 15Q: 3 clusters Score -606488.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -606561.000000 Penalty: 2972.870605
	Iteration 16Q: 3 clusters Score -606561 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -606594.562500 Penalty: 2972.870605
	Iteration 17Q: 3 clusters Score -606594.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -606619.437500 Penalty: 2972.870605
	Iteration 18Q: 3 clusters Score -606619.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -606638.187500 Penalty: 2972.870605
	Iteration 19Q: 3 clusters Score -606638.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -606645.562500 Penalty: 2972.870605
	Iteration 20F: 3 clusters Score -606645.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -606652.625000 Penalty: 2972.870605
	Iteration 21Q: 3 clusters Score -606652.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -606660.750000 Penalty: 2972.870605
	Iteration 22Q: 3 clusters Score -606660.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -606666.750000 Penalty: 2972.870605
	Iteration 23Q: 3 clusters Score -606666.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -606669.625000 Penalty: 2972.870605
	Iteration 24Q: 3 clusters Score -606669.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -606672.062500 Penalty: 2972.870605
	Iteration 25Q: 3 clusters Score -606672.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -606673.812500 Penalty: 2972.870605
	Iteration 26Q: 3 clusters Score -606673.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -606674.375000 Penalty: 2972.870605
	Iteration 27Q: 3 clusters Score -606674.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -606676.437500 Penalty: 2972.870605
	Iteration 28Q: 3 clusters Score -606676.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -606676.750000 Penalty: 2972.870605
	Iteration 29Q: 3 clusters Score -606676.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -606677.125000 Penalty: 2972.870605
	Iteration 30Q: 3 clusters Score -606677.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -606677.500000 Penalty: 2972.870605
	Iteration 31Q: 3 clusters Score -606677.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -606677.500000 Penalty: 2972.870605
	Iteration 32F: 3 clusters Score -606677.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Entering Unmasked Estep 
Score: -169220.812500 Penalty: 1297.585938
	Iteration 0F: 2 clusters Score -169220.8 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 1443 members 
Entering Unmasked Estep 
Score: -166587.156250 Penalty: 2595.171875
	Iteration 0F: 3 clusters Score -166587.2 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -167267.671875 Penalty: 2595.171875
	Iteration 1F: 3 clusters Score -167267.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -167425.578125 Penalty: 2595.171875
	Iteration 2F: 3 clusters Score -167425.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -167518.687500 Penalty: 2595.171875
	Iteration 3F: 3 clusters Score -167518.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -167586.171875 Penalty: 2595.171875
	Iteration 4Q: 3 clusters Score -167586.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -167654.562500 Penalty: 2595.171875
	Iteration 5Q: 3 clusters Score -167654.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -167700.312500 Penalty: 2595.171875
	Iteration 6Q: 3 clusters Score -167700.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -167734.015625 Penalty: 2595.171875
	Iteration 7Q: 3 clusters Score -167734 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -167763.468750 Penalty: 2595.171875
	Iteration 8Q: 3 clusters Score -167763.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -167793.843750 Penalty: 2595.171875
	Iteration 9Q: 3 clusters Score -167793.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -167824.765625 Penalty: 2595.171875
	Iteration 10Q: 3 clusters Score -167824.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -167852.750000 Penalty: 2595.171875
	Iteration 11Q: 3 clusters Score -167852.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -167881.078125 Penalty: 2595.171875
	Iteration 12Q: 3 clusters Score -167881.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -167902.312500 Penalty: 2595.171875
	Iteration 13Q: 3 clusters Score -167902.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -167925.578125 Penalty: 2595.171875
	Iteration 14Q: 3 clusters Score -167925.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -167950.515625 Penalty: 2595.171875
	Iteration 15Q: 3 clusters Score -167950.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -167981.937500 Penalty: 2595.171875
	Iteration 16Q: 3 clusters Score -167981.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -168014.937500 Penalty: 2595.171875
	Iteration 17Q: 3 clusters Score -168014.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -168042.078125 Penalty: 2595.171875
	Iteration 18Q: 3 clusters Score -168042.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -168068.921875 Penalty: 2595.171875
	Iteration 19Q: 3 clusters Score -168068.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -168092.468750 Penalty: 2595.171875
	Iteration 20F: 3 clusters Score -168092.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -168112.890625 Penalty: 2595.171875
	Iteration 21Q: 3 clusters Score -168112.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -168131.796875 Penalty: 2595.171875
	Iteration 22Q: 3 clusters Score -168131.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -168143.546875 Penalty: 2595.171875
	Iteration 23Q: 3 clusters Score -168143.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -168153.703125 Penalty: 2595.171875
	Iteration 24Q: 3 clusters Score -168153.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -168165.046875 Penalty: 2595.171875
	Iteration 25Q: 3 clusters Score -168165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -168177.234375 Penalty: 2595.171875
	Iteration 26Q: 3 clusters Score -168177.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -168187.765625 Penalty: 2595.171875
	Iteration 27Q: 3 clusters Score -168187.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -168196.968750 Penalty: 2595.171875
	Iteration 28Q: 3 clusters Score -168197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -168207.234375 Penalty: 2595.171875
	Iteration 29Q: 3 clusters Score -168207.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -168218.687500 Penalty: 2595.171875
	Iteration 30Q: 3 clusters Score -168218.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -168232.421875 Penalty: 2595.171875
	Iteration 31Q: 3 clusters Score -168232.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -168247.812500 Penalty: 2595.171875
	Iteration 32Q: 3 clusters Score -168247.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -168255.406250 Penalty: 2595.171875
	Iteration 33Q: 3 clusters Score -168255.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -168261.625000 Penalty: 2595.171875
	Iteration 34Q: 3 clusters Score -168261.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -168264.359375 Penalty: 2595.171875
	Iteration 35Q: 3 clusters Score -168264.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -168265.656250 Penalty: 2595.171875
	Iteration 36Q: 3 clusters Score -168265.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -168265.656250 Penalty: 2595.171875
	Iteration 37F: 3 clusters Score -168265.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Entering Unmasked Estep 
Score: -456681.937500 Penalty: 1449.041138
	Iteration 0F: 2 clusters Score -456681.9 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 3709 members 
Entering Unmasked Estep 
Score: -451110.125000 Penalty: 2898.082275
	Iteration 0F: 3 clusters Score -451110.1 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -452821.781250 Penalty: 2898.082275
	Iteration 1F: 3 clusters Score -452821.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -453024.593750 Penalty: 2898.082275
	Iteration 2F: 3 clusters Score -453024.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -453180.125000 Penalty: 2898.082275
	Iteration 3Q: 3 clusters Score -453180.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -453304.156250 Penalty: 2898.082275
	Iteration 4Q: 3 clusters Score -453304.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -453394.062500 Penalty: 2898.082275
	Iteration 5Q: 3 clusters Score -453394.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -453475.406250 Penalty: 2898.082275
	Iteration 6Q: 3 clusters Score -453475.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -453547.593750 Penalty: 2898.082275
	Iteration 7Q: 3 clusters Score -453547.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -453613.156250 Penalty: 2898.082275
	Iteration 8Q: 3 clusters Score -453613.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -453682.531250 Penalty: 2898.082275
	Iteration 9Q: 3 clusters Score -453682.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -453742.718750 Penalty: 2898.082275
	Iteration 10Q: 3 clusters Score -453742.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -453793.531250 Penalty: 2898.082275
	Iteration 11Q: 3 clusters Score -453793.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -453842.750000 Penalty: 2898.082275
	Iteration 12Q: 3 clusters Score -453842.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -453889.812500 Penalty: 2898.082275
	Iteration 13Q: 3 clusters Score -453889.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -453932.375000 Penalty: 2898.082275
	Iteration 14Q: 3 clusters Score -453932.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -453968.281250 Penalty: 2898.082275
	Iteration 15Q: 3 clusters Score -453968.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -453999.281250 Penalty: 2898.082275
	Iteration 16Q: 3 clusters Score -453999.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -454036.406250 Penalty: 2898.082275
	Iteration 17Q: 3 clusters Score -454036.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -454075.281250 Penalty: 2898.082275
	Iteration 18Q: 3 clusters Score -454075.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -454113.718750 Penalty: 2898.082275
	Iteration 19Q: 3 clusters Score -454113.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -454146.218750 Penalty: 2898.082275
	Iteration 20F: 3 clusters Score -454146.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -454183.687500 Penalty: 2898.082275
	Iteration 21Q: 3 clusters Score -454183.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -454221.468750 Penalty: 2898.082275
	Iteration 22Q: 3 clusters Score -454221.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -454268.562500 Penalty: 2898.082275
	Iteration 23Q: 3 clusters Score -454268.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -454329.093750 Penalty: 2898.082275
	Iteration 24Q: 3 clusters Score -454329.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -454382.125000 Penalty: 2898.082275
	Iteration 25Q: 3 clusters Score -454382.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -454442.468750 Penalty: 2898.082275
	Iteration 26Q: 3 clusters Score -454442.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -454502.625000 Penalty: 2898.082275
	Iteration 27Q: 3 clusters Score -454502.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -454547.781250 Penalty: 2898.082275
	Iteration 28Q: 3 clusters Score -454547.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -454584.468750 Penalty: 2898.082275
	Iteration 29Q: 3 clusters Score -454584.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -454611.437500 Penalty: 2898.082275
	Iteration 30Q: 3 clusters Score -454611.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -454628.937500 Penalty: 2898.082275
	Iteration 31Q: 3 clusters Score -454628.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -454644.687500 Penalty: 2898.082275
	Iteration 32Q: 3 clusters Score -454644.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -454659.156250 Penalty: 2898.082275
	Iteration 33Q: 3 clusters Score -454659.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -454669.125000 Penalty: 2898.082275
	Iteration 34Q: 3 clusters Score -454669.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -454676.593750 Penalty: 2898.082275
	Iteration 35Q: 3 clusters Score -454676.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -454681.375000 Penalty: 2898.082275
	Iteration 36Q: 3 clusters Score -454681.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -454686.062500 Penalty: 2898.082275
	Iteration 37Q: 3 clusters Score -454686.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -454690.625000 Penalty: 2898.082275
	Iteration 38Q: 3 clusters Score -454690.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -454696.062500 Penalty: 2898.082275
	Iteration 39Q: 3 clusters Score -454696.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -454698.843750 Penalty: 2898.082275
	Iteration 40F: 3 clusters Score -454698.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -454702.968750 Penalty: 2898.082275
	Iteration 41Q: 3 clusters Score -454703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -454705.593750 Penalty: 2898.082275
	Iteration 42Q: 3 clusters Score -454705.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -454707.843750 Penalty: 2898.082275
	Iteration 43Q: 3 clusters Score -454707.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -454710.343750 Penalty: 2898.082275
	Iteration 44Q: 3 clusters Score -454710.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -454713.062500 Penalty: 2898.082275
	Iteration 45Q: 3 clusters Score -454713.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -454716.562500 Penalty: 2898.082275
	Iteration 46Q: 3 clusters Score -454716.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -454716.906250 Penalty: 2898.082275
	Iteration 47Q: 3 clusters Score -454716.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -454718.437500 Penalty: 2898.082275
	Iteration 48Q: 3 clusters Score -454718.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -454720.250000 Penalty: 2898.082275
	Iteration 49Q: 3 clusters Score -454720.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -454722.093750 Penalty: 2898.082275
	Iteration 50Q: 3 clusters Score -454722.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -454723.625000 Penalty: 2898.082275
	Iteration 51Q: 3 clusters Score -454723.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -454725.343750 Penalty: 2898.082275
	Iteration 52Q: 3 clusters Score -454725.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -454725.875000 Penalty: 2898.082275
	Iteration 53Q: 3 clusters Score -454725.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -454725.875000 Penalty: 2898.082275
	Iteration 54Q: 3 clusters Score -454725.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -454725.937500 Penalty: 2898.082275
	Iteration 55Q: 3 clusters Score -454725.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -454725.937500 Penalty: 2898.082275
	Iteration 56F: 3 clusters Score -454725.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Entering Unmasked Estep 
Score: -518744.343750 Penalty: 1466.049072
	Iteration 0F: 2 clusters Score -518744.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -512741.750000 Penalty: 2932.098145
	Iteration 0F: 3 clusters Score -512741.8 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -514821.375000 Penalty: 2932.098145
	Iteration 1F: 3 clusters Score -514821.4 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -515234.687500 Penalty: 2932.098145
	Iteration 2F: 3 clusters Score -515234.7 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -515656.187500 Penalty: 2932.098145
	Iteration 3F: 3 clusters Score -515656.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -516120.250000 Penalty: 2932.098145
	Iteration 4F: 3 clusters Score -516120.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -516585.000000 Penalty: 2932.098145
	Iteration 5F: 3 clusters Score -516585 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -517004.406250 Penalty: 2932.098145
	Iteration 6F: 3 clusters Score -517004.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -517333.468750 Penalty: 2932.098145
	Iteration 7Q: 3 clusters Score -517333.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -517559.781250 Penalty: 2932.098145
	Iteration 8Q: 3 clusters Score -517559.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -517690.031250 Penalty: 2932.098145
	Iteration 9Q: 3 clusters Score -517690 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -517779.593750 Penalty: 2932.098145
	Iteration 10Q: 3 clusters Score -517779.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -517841.000000 Penalty: 2932.098145
	Iteration 11Q: 3 clusters Score -517841 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -517875.156250 Penalty: 2932.098145
	Iteration 12Q: 3 clusters Score -517875.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -517898.000000 Penalty: 2932.098145
	Iteration 13Q: 3 clusters Score -517898 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -517915.937500 Penalty: 2932.098145
	Iteration 14Q: 3 clusters Score -517915.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -517922.531250 Penalty: 2932.098145
	Iteration 15Q: 3 clusters Score -517922.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -517927.468750 Penalty: 2932.098145
	Iteration 16Q: 3 clusters Score -517927.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -517931.937500 Penalty: 2932.098145
	Iteration 17Q: 3 clusters Score -517931.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -517934.156250 Penalty: 2932.098145
	Iteration 18Q: 3 clusters Score -517934.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -517939.687500 Penalty: 2932.098145
	Iteration 19Q: 3 clusters Score -517939.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -517942.375000 Penalty: 2932.098145
	Iteration 20F: 3 clusters Score -517942.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -517943.937500 Penalty: 2932.098145
	Iteration 21Q: 3 clusters Score -517943.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -517945.531250 Penalty: 2932.098145
	Iteration 22Q: 3 clusters Score -517945.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -517945.625000 Penalty: 2932.098145
	Iteration 23Q: 3 clusters Score -517945.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -517945.656250 Penalty: 2932.098145
	Iteration 24Q: 3 clusters Score -517945.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -517945.406250 Penalty: 2932.098145
	Iteration 25Q: 3 clusters Score -517945.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -517946.625000 Penalty: 2932.098145
	Iteration 26Q: 3 clusters Score -517946.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -517948.062500 Penalty: 2932.098145
	Iteration 27Q: 3 clusters Score -517948.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -517947.250000 Penalty: 2932.098145
	Iteration 28Q: 3 clusters Score -517947.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -517947.718750 Penalty: 2932.098145
	Iteration 29Q: 3 clusters Score -517947.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -517947.343750 Penalty: 2932.098145
	Iteration 30Q: 3 clusters Score -517947.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -517947.687500 Penalty: 2932.098145
	Iteration 31Q: 3 clusters Score -517947.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -517947.687500 Penalty: 2932.098145
	Iteration 32F: 3 clusters Score -517947.7 nChanged 0
--- Evaluating fit on full set of 2041054 points ---
Entering Unmasked Estep 
Score: -126578992.000000 Penalty: 33053.421875
21->15 Clusters: Score -126578992.000000, best is -126575464.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 680351 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 32288 members 
Mstep: Class 3 contains 32367 members 
Mstep: Class 4 contains 32148 members 
Mstep: Class 5 contains 32312 members 
Mstep: Class 6 contains 32579 members 
Mstep: Class 7 contains 32524 members 
Mstep: Class 8 contains 32406 members 
Mstep: Class 9 contains 32298 members 
Mstep: Class 10 contains 32315 members 
Mstep: Class 11 contains 32289 members 
Mstep: Class 12 contains 32429 members 
Mstep: Class 13 contains 32472 members 
Mstep: Class 14 contains 32481 members 
Mstep: Class 15 contains 32396 members 
Mstep: Class 16 contains 32367 members 
Mstep: Class 17 contains 32507 members 
Mstep: Class 18 contains 32415 members 
Mstep: Class 19 contains 32477 members 
Mstep: Class 20 contains 32507 members 
Mstep: Class 21 contains 32265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 580.646362 but Gain 2182.437500
Score: -39606124.000000 Penalty: 43648.683594
Iteration 0F: 21 clusters Score -3.960612e+07 nChanged 642410
Entering Unmasked Mstep 
Mstep: Class 0 contains 363 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 26113 members 
Mstep: Class 3 contains 30017 members 
Mstep: Class 4 contains 45919 members 
Mstep: Class 5 contains 36309 members 
Mstep: Class 6 contains 55523 members 
Mstep: Class 7 contains 32191 members 
Mstep: Class 9 contains 45775 members 
Mstep: Class 10 contains 41731 members 
Mstep: Class 11 contains 38275 members 
Mstep: Class 12 contains 30282 members 
Mstep: Class 13 contains 25740 members 
Mstep: Class 14 contains 37926 members 
Mstep: Class 15 contains 24658 members 
Mstep: Class 16 contains 19460 members 
Mstep: Class 17 contains 27612 members 
Mstep: Class 18 contains 31088 members 
Mstep: Class 19 contains 40891 members 
Mstep: Class 20 contains 30259 members 
Mstep: Class 21 contains 29559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41172812.000000 Penalty: 43648.683594
Iteration 1F: 21 clusters Score -4.117281e+07 nChanged 179801
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 21527 members 
Mstep: Class 3 contains 25645 members 
Mstep: Class 4 contains 54409 members 
Mstep: Class 5 contains 36933 members 
Mstep: Class 6 contains 72056 members 
Mstep: Class 7 contains 27987 members 
Mstep: Class 9 contains 48299 members 
Mstep: Class 10 contains 43110 members 
Mstep: Class 11 contains 42427 members 
Mstep: Class 12 contains 33373 members 
Mstep: Class 13 contains 19833 members 
Mstep: Class 14 contains 37512 members 
Mstep: Class 15 contains 25445 members 
Mstep: Class 16 contains 13380 members 
Mstep: Class 17 contains 23577 members 
Mstep: Class 18 contains 27290 members 
Mstep: Class 19 contains 41067 members 
Mstep: Class 20 contains 29552 members 
Mstep: Class 21 contains 26238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41433204.000000 Penalty: 43648.683594
Iteration 2F: 21 clusters Score -4.14332e+07 nChanged 143446
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 17905 members 
Mstep: Class 3 contains 18409 members 
Mstep: Class 4 contains 61737 members 
Mstep: Class 5 contains 36155 members 
Mstep: Class 6 contains 89955 members 
Mstep: Class 7 contains 27825 members 
Mstep: Class 9 contains 48187 members 
Mstep: Class 10 contains 47355 members 
Mstep: Class 11 contains 46185 members 
Mstep: Class 12 contains 35307 members 
Mstep: Class 13 contains 15628 members 
Mstep: Class 14 contains 35232 members 
Mstep: Class 15 contains 30643 members 
Mstep: Class 16 contains 8616 members 
Mstep: Class 17 contains 19347 members 
Mstep: Class 18 contains 20412 members 
Mstep: Class 19 contains 34625 members 
Mstep: Class 20 contains 28686 members 
Mstep: Class 21 contains 23699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41583556.000000 Penalty: 43648.683594
Iteration 3F: 21 clusters Score -4.158356e+07 nChanged 112776
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 15160 members 
Mstep: Class 3 contains 11567 members 
Mstep: Class 4 contains 65324 members 
Mstep: Class 5 contains 35707 members 
Mstep: Class 6 contains 109143 members 
Mstep: Class 7 contains 28994 members 
Mstep: Class 9 contains 48538 members 
Mstep: Class 10 contains 50395 members 
Mstep: Class 11 contains 47811 members 
Mstep: Class 12 contains 34726 members 
Mstep: Class 13 contains 13739 members 
Mstep: Class 14 contains 33037 members 
Mstep: Class 15 contains 34080 members 
Mstep: Class 16 contains 5397 members 
Mstep: Class 17 contains 17125 members 
Mstep: Class 18 contains 13858 members 
Mstep: Class 19 contains 28471 members 
Mstep: Class 20 contains 26890 members 
Mstep: Class 21 contains 19908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41673944.000000 Penalty: 43648.683594
Iteration 4F: 21 clusters Score -4.167394e+07 nChanged 93851
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 44631 members 
Mstep: Class 2 contains 12937 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 66044 members 
Mstep: Class 5 contains 35385 members 
Mstep: Class 6 contains 131815 members 
Mstep: Class 7 contains 29685 members 
Mstep: Class 9 contains 48304 members 
Mstep: Class 10 contains 52625 members 
Mstep: Class 11 contains 48102 members 
Mstep: Class 12 contains 33116 members 
Mstep: Class 13 contains 12661 members 
Mstep: Class 14 contains 30545 members 
Mstep: Class 15 contains 34133 members 
Mstep: Class 16 contains 3678 members 
Mstep: Class 17 contains 15474 members 
Mstep: Class 18 contains 9689 members 
Mstep: Class 19 contains 24449 members 
Mstep: Class 20 contains 24591 members 
Mstep: Class 21 contains 15522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41740964.000000 Penalty: 43648.683594
Iteration 5F: 21 clusters Score -4.174096e+07 nChanged 84555
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 10937 members 
Mstep: Class 3 contains 4432 members 
Mstep: Class 4 contains 64404 members 
Mstep: Class 5 contains 34532 members 
Mstep: Class 6 contains 159382 members 
Mstep: Class 7 contains 29666 members 
Mstep: Class 9 contains 46406 members 
Mstep: Class 10 contains 54114 members 
Mstep: Class 11 contains 47070 members 
Mstep: Class 12 contains 31242 members 
Mstep: Class 13 contains 11687 members 
Mstep: Class 14 contains 27303 members 
Mstep: Class 15 contains 33117 members 
Mstep: Class 16 contains 2876 members 
Mstep: Class 17 contains 13892 members 
Mstep: Class 18 contains 7194 members 
Mstep: Class 19 contains 20854 members 
Mstep: Class 20 contains 22250 members 
Mstep: Class 21 contains 11460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41800340.000000 Penalty: 43648.683594
Iteration 6F: 21 clusters Score -4.180034e+07 nChanged 78995
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50242 members 
Mstep: Class 2 contains 9157 members 
Mstep: Class 3 contains 2978 members 
Mstep: Class 4 contains 60020 members 
Mstep: Class 5 contains 33136 members 
Mstep: Class 6 contains 192546 members 
Mstep: Class 7 contains 29116 members 
Mstep: Class 9 contains 42678 members 
Mstep: Class 10 contains 54886 members 
Mstep: Class 11 contains 44857 members 
Mstep: Class 12 contains 29199 members 
Mstep: Class 13 contains 10675 members 
Mstep: Class 14 contains 23673 members 
Mstep: Class 15 contains 31541 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 12291 members 
Mstep: Class 18 contains 5611 members 
Mstep: Class 19 contains 17190 members 
Mstep: Class 20 contains 19866 members 
Mstep: Class 21 contains 8133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41856676.000000 Penalty: 43648.683594
Iteration 7F: 21 clusters Score -4.185668e+07 nChanged 75079
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 52903 members 
Mstep: Class 2 contains 7634 members 
Mstep: Class 3 contains 2070 members 
Mstep: Class 4 contains 53167 members 
Mstep: Class 5 contains 31117 members 
Mstep: Class 6 contains 231006 members 
Mstep: Class 7 contains 28314 members 
Mstep: Class 9 contains 37558 members 
Mstep: Class 10 contains 55029 members 
Mstep: Class 11 contains 41574 members 
Mstep: Class 12 contains 26992 members 
Mstep: Class 13 contains 9572 members 
Mstep: Class 14 contains 19989 members 
Mstep: Class 15 contains 29520 members 
Mstep: Class 16 contains 2441 members 
Mstep: Class 17 contains 10365 members 
Mstep: Class 18 contains 4637 members 
Mstep: Class 19 contains 13348 members 
Mstep: Class 20 contains 17439 members 
Mstep: Class 21 contains 5669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1766.861938 but Gain 2182.433594
Score: -41914652.000000 Penalty: 41466.250000
Iteration 8F: 20 clusters Score -4.191465e+07 nChanged 72526
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 55771 members 
Mstep: Class 2 contains 6372 members 
Mstep: Class 4 contains 44571 members 
Mstep: Class 5 contains 28373 members 
Mstep: Class 6 contains 273488 members 
Mstep: Class 7 contains 27531 members 
Mstep: Class 9 contains 32032 members 
Mstep: Class 10 contains 54808 members 
Mstep: Class 11 contains 36992 members 
Mstep: Class 12 contains 24834 members 
Mstep: Class 13 contains 8651 members 
Mstep: Class 14 contains 16688 members 
Mstep: Class 15 contains 27059 members 
Mstep: Class 16 contains 2387 members 
Mstep: Class 17 contains 8260 members 
Mstep: Class 18 contains 4030 members 
Mstep: Class 19 contains 9603 members 
Mstep: Class 20 contains 14956 members 
Mstep: Class 21 contains 3938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41972888.000000 Penalty: 41466.250000
Iteration 9F: 20 clusters Score -4.197289e+07 nChanged 65043
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 58623 members 
Mstep: Class 2 contains 5184 members 
Mstep: Class 4 contains 34857 members 
Mstep: Class 5 contains 25207 members 
Mstep: Class 6 contains 315493 members 
Mstep: Class 7 contains 26593 members 
Mstep: Class 9 contains 26960 members 
Mstep: Class 10 contains 54049 members 
Mstep: Class 11 contains 31029 members 
Mstep: Class 12 contains 22585 members 
Mstep: Class 13 contains 7752 members 
Mstep: Class 14 contains 13780 members 
Mstep: Class 15 contains 24203 members 
Mstep: Class 16 contains 2363 members 
Mstep: Class 17 contains 6402 members 
Mstep: Class 18 contains 3623 members 
Mstep: Class 19 contains 6245 members 
Mstep: Class 20 contains 12619 members 
Mstep: Class 21 contains 2778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42024512.000000 Penalty: 41466.250000
Iteration 10F: 20 clusters Score -4.202451e+07 nChanged 56266
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 61535 members 
Mstep: Class 2 contains 4222 members 
Mstep: Class 4 contains 25500 members 
Mstep: Class 5 contains 22216 members 
Mstep: Class 6 contains 352937 members 
Mstep: Class 7 contains 25585 members 
Mstep: Class 9 contains 23260 members 
Mstep: Class 10 contains 53141 members 
Mstep: Class 11 contains 24858 members 
Mstep: Class 12 contains 20606 members 
Mstep: Class 13 contains 6982 members 
Mstep: Class 14 contains 11343 members 
Mstep: Class 15 contains 21220 members 
Mstep: Class 16 contains 2379 members 
Mstep: Class 17 contains 4984 members 
Mstep: Class 18 contains 3331 members 
Mstep: Class 19 contains 3666 members 
Mstep: Class 20 contains 10548 members 
Mstep: Class 21 contains 2033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1875.806274 but Gain 2182.433594
Score: -42067100.000000 Penalty: 39283.816406
Iteration 11F: 19 clusters Score -4.20671e+07 nChanged 47923
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 64260 members 
Mstep: Class 2 contains 3505 members 
Mstep: Class 4 contains 17486 members 
Mstep: Class 5 contains 19543 members 
Mstep: Class 6 contains 384868 members 
Mstep: Class 7 contains 24616 members 
Mstep: Class 9 contains 21202 members 
Mstep: Class 10 contains 52068 members 
Mstep: Class 11 contains 19753 members 
Mstep: Class 12 contains 18948 members 
Mstep: Class 13 contains 6390 members 
Mstep: Class 14 contains 9323 members 
Mstep: Class 15 contains 18470 members 
Mstep: Class 16 contains 2462 members 
Mstep: Class 17 contains 3974 members 
Mstep: Class 18 contains 3118 members 
Mstep: Class 20 contains 8810 members 
Mstep: Class 21 contains 1550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1970.686157 but Gain 2182.433594
Score: -42103172.000000 Penalty: 37101.382812
Iteration 12F: 18 clusters Score -4.210317e+07 nChanged 36918
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66533 members 
Mstep: Class 2 contains 3023 members 
Mstep: Class 4 contains 11125 members 
Mstep: Class 5 contains 17210 members 
Mstep: Class 6 contains 409409 members 
Mstep: Class 7 contains 23720 members 
Mstep: Class 9 contains 19683 members 
Mstep: Class 10 contains 50806 members 
Mstep: Class 11 contains 15508 members 
Mstep: Class 12 contains 17578 members 
Mstep: Class 13 contains 5903 members 
Mstep: Class 14 contains 7603 members 
Mstep: Class 15 contains 15953 members 
Mstep: Class 16 contains 2561 members 
Mstep: Class 17 contains 3297 members 
Mstep: Class 18 contains 3044 members 
Mstep: Class 20 contains 7390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42126696.000000 Penalty: 37101.382812
Iteration 13F: 18 clusters Score -4.21267e+07 nChanged 27305
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 68548 members 
Mstep: Class 2 contains 2675 members 
Mstep: Class 4 contains 6675 members 
Mstep: Class 5 contains 15257 members 
Mstep: Class 6 contains 427431 members 
Mstep: Class 7 contains 22921 members 
Mstep: Class 9 contains 18560 members 
Mstep: Class 10 contains 49235 members 
Mstep: Class 11 contains 12460 members 
Mstep: Class 12 contains 16325 members 
Mstep: Class 13 contains 5508 members 
Mstep: Class 14 contains 6164 members 
Mstep: Class 15 contains 13786 members 
Mstep: Class 16 contains 2667 members 
Mstep: Class 17 contains 2810 members 
Mstep: Class 18 contains 2997 members 
Mstep: Class 20 contains 6327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42141892.000000 Penalty: 37101.382812
Iteration 14Q: 18 clusters Score -4.214189e+07 nChanged 20457
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 70193 members 
Mstep: Class 2 contains 2414 members 
Mstep: Class 4 contains 3922 members 
Mstep: Class 5 contains 13756 members 
Mstep: Class 6 contains 440902 members 
Mstep: Class 7 contains 22259 members 
Mstep: Class 9 contains 17518 members 
Mstep: Class 10 contains 47563 members 
Mstep: Class 11 contains 10517 members 
Mstep: Class 12 contains 15199 members 
Mstep: Class 13 contains 5177 members 
Mstep: Class 14 contains 5089 members 
Mstep: Class 15 contains 12072 members 
Mstep: Class 16 contains 2802 members 
Mstep: Class 17 contains 2446 members 
Mstep: Class 18 contains 2964 members 
Mstep: Class 20 contains 5553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42151480.000000 Penalty: 37101.382812
Iteration 15Q: 18 clusters Score -4.215148e+07 nChanged 15446
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 71566 members 
Mstep: Class 2 contains 2207 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 12593 members 
Mstep: Class 6 contains 450970 members 
Mstep: Class 7 contains 21655 members 
Mstep: Class 9 contains 16478 members 
Mstep: Class 10 contains 45924 members 
Mstep: Class 11 contains 9210 members 
Mstep: Class 12 contains 14264 members 
Mstep: Class 13 contains 4924 members 
Mstep: Class 14 contains 4319 members 
Mstep: Class 15 contains 10654 members 
Mstep: Class 16 contains 2932 members 
Mstep: Class 17 contains 2231 members 
Mstep: Class 18 contains 2936 members 
Mstep: Class 20 contains 5088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1666.945801 but Gain 2182.433594
Score: -42158644.000000 Penalty: 34918.949219
Iteration 16Q: 17 clusters Score -4.215864e+07 nChanged 13653
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 72725 members 
Mstep: Class 2 contains 2102 members 
Mstep: Class 5 contains 11679 members 
Mstep: Class 6 contains 459669 members 
Mstep: Class 7 contains 21147 members 
Mstep: Class 9 contains 15527 members 
Mstep: Class 10 contains 44823 members 
Mstep: Class 11 contains 8359 members 
Mstep: Class 12 contains 13506 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 3799 members 
Mstep: Class 15 contains 9517 members 
Mstep: Class 16 contains 3011 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 2906 members 
Mstep: Class 20 contains 4806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42165484.000000 Penalty: 34918.949219
Iteration 17Q: 17 clusters Score -4.216548e+07 nChanged 9446
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73638 members 
Mstep: Class 2 contains 2042 members 
Mstep: Class 5 contains 10914 members 
Mstep: Class 6 contains 465372 members 
Mstep: Class 7 contains 20743 members 
Mstep: Class 9 contains 14539 members 
Mstep: Class 10 contains 43316 members 
Mstep: Class 11 contains 7718 members 
Mstep: Class 12 contains 12892 members 
Mstep: Class 13 contains 4572 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 8624 members 
Mstep: Class 16 contains 3048 members 
Mstep: Class 17 contains 2036 members 
Mstep: Class 18 contains 2862 members 
Mstep: Class 20 contains 4607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42168868.000000 Penalty: 34918.949219
Iteration 18Q: 17 clusters Score -4.216887e+07 nChanged 7792
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 74353 members 
Mstep: Class 2 contains 2027 members 
Mstep: Class 5 contains 10302 members 
Mstep: Class 6 contains 470058 members 
Mstep: Class 7 contains 20341 members 
Mstep: Class 9 contains 13637 members 
Mstep: Class 10 contains 41942 members 
Mstep: Class 11 contains 7254 members 
Mstep: Class 12 contains 12396 members 
Mstep: Class 13 contains 4497 members 
Mstep: Class 14 contains 3250 members 
Mstep: Class 15 contains 7927 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 2026 members 
Mstep: Class 18 contains 2786 members 
Mstep: Class 20 contains 4467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170868.000000 Penalty: 34918.949219
Iteration 19Q: 17 clusters Score -4.217087e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 74882 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 5 contains 9806 members 
Mstep: Class 6 contains 473937 members 
Mstep: Class 7 contains 20000 members 
Mstep: Class 9 contains 12835 members 
Mstep: Class 10 contains 40747 members 
Mstep: Class 11 contains 6948 members 
Mstep: Class 12 contains 11964 members 
Mstep: Class 13 contains 4446 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 7392 members 
Mstep: Class 16 contains 3106 members 
Mstep: Class 17 contains 2014 members 
Mstep: Class 18 contains 2712 members 
Mstep: Class 20 contains 4384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173108.000000 Penalty: 34918.949219
Iteration 20F: 17 clusters Score -4.217311e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 75269 members 
Mstep: Class 2 contains 2001 members 
Mstep: Class 5 contains 9419 members 
Mstep: Class 6 contains 477136 members 
Mstep: Class 7 contains 19670 members 
Mstep: Class 9 contains 12069 members 
Mstep: Class 10 contains 39630 members 
Mstep: Class 11 contains 6738 members 
Mstep: Class 12 contains 11648 members 
Mstep: Class 13 contains 4443 members 
Mstep: Class 14 contains 3162 members 
Mstep: Class 15 contains 7029 members 
Mstep: Class 16 contains 3129 members 
Mstep: Class 17 contains 2045 members 
Mstep: Class 18 contains 2616 members 
Mstep: Class 20 contains 4343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174392.000000 Penalty: 34918.949219
Iteration 21Q: 17 clusters Score -4.217439e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 75568 members 
Mstep: Class 2 contains 1994 members 
Mstep: Class 5 contains 9120 members 
Mstep: Class 6 contains 479856 members 
Mstep: Class 7 contains 19345 members 
Mstep: Class 9 contains 11396 members 
Mstep: Class 10 contains 38618 members 
Mstep: Class 11 contains 6573 members 
Mstep: Class 12 contains 11326 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 3217 members 
Mstep: Class 15 contains 6748 members 
Mstep: Class 16 contains 3159 members 
Mstep: Class 17 contains 2114 members 
Mstep: Class 18 contains 2522 members 
Mstep: Class 20 contains 4355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175772.000000 Penalty: 34918.949219
Iteration 22Q: 17 clusters Score -4.217577e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 75792 members 
Mstep: Class 2 contains 2000 members 
Mstep: Class 5 contains 8863 members 
Mstep: Class 6 contains 482182 members 
Mstep: Class 7 contains 19040 members 
Mstep: Class 9 contains 10758 members 
Mstep: Class 10 contains 37689 members 
Mstep: Class 11 contains 6462 members 
Mstep: Class 12 contains 11047 members 
Mstep: Class 13 contains 4445 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 6513 members 
Mstep: Class 16 contains 3199 members 
Mstep: Class 17 contains 2216 members 
Mstep: Class 18 contains 2409 members 
Mstep: Class 20 contains 4380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177180.000000 Penalty: 34918.949219
Iteration 23Q: 17 clusters Score -4.217718e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 75953 members 
Mstep: Class 2 contains 2008 members 
Mstep: Class 5 contains 8617 members 
Mstep: Class 6 contains 484160 members 
Mstep: Class 7 contains 18741 members 
Mstep: Class 9 contains 10194 members 
Mstep: Class 10 contains 36875 members 
Mstep: Class 11 contains 6395 members 
Mstep: Class 12 contains 10757 members 
Mstep: Class 13 contains 4473 members 
Mstep: Class 14 contains 3486 members 
Mstep: Class 15 contains 6336 members 
Mstep: Class 16 contains 3230 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 20 contains 4462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42178684.000000 Penalty: 34918.949219
Iteration 24Q: 17 clusters Score -4.217868e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76094 members 
Mstep: Class 2 contains 2008 members 
Mstep: Class 5 contains 8425 members 
Mstep: Class 6 contains 485735 members 
Mstep: Class 7 contains 18445 members 
Mstep: Class 9 contains 9739 members 
Mstep: Class 10 contains 36105 members 
Mstep: Class 11 contains 6352 members 
Mstep: Class 12 contains 10506 members 
Mstep: Class 13 contains 4502 members 
Mstep: Class 14 contains 3653 members 
Mstep: Class 15 contains 6201 members 
Mstep: Class 16 contains 3262 members 
Mstep: Class 17 contains 2571 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 20 contains 4552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42179992.000000 Penalty: 34918.949219
Iteration 25Q: 17 clusters Score -4.217999e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76197 members 
Mstep: Class 2 contains 2026 members 
Mstep: Class 5 contains 8268 members 
Mstep: Class 6 contains 486931 members 
Mstep: Class 7 contains 18209 members 
Mstep: Class 9 contains 9336 members 
Mstep: Class 10 contains 35342 members 
Mstep: Class 11 contains 6328 members 
Mstep: Class 12 contains 10285 members 
Mstep: Class 13 contains 4537 members 
Mstep: Class 14 contains 3865 members 
Mstep: Class 15 contains 6094 members 
Mstep: Class 16 contains 3276 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 2093 members 
Mstep: Class 20 contains 4644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42181460.000000 Penalty: 34918.949219
Iteration 26Q: 17 clusters Score -4.218146e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76285 members 
Mstep: Class 2 contains 2037 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 487929 members 
Mstep: Class 7 contains 17935 members 
Mstep: Class 9 contains 8965 members 
Mstep: Class 10 contains 34652 members 
Mstep: Class 11 contains 6301 members 
Mstep: Class 12 contains 10008 members 
Mstep: Class 13 contains 4584 members 
Mstep: Class 14 contains 4132 members 
Mstep: Class 15 contains 6007 members 
Mstep: Class 16 contains 3298 members 
Mstep: Class 17 contains 3341 members 
Mstep: Class 18 contains 2015 members 
Mstep: Class 20 contains 4738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182956.000000 Penalty: 34918.949219
Iteration 27Q: 17 clusters Score -4.218296e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76344 members 
Mstep: Class 2 contains 2037 members 
Mstep: Class 5 contains 8005 members 
Mstep: Class 6 contains 488751 members 
Mstep: Class 7 contains 17672 members 
Mstep: Class 9 contains 8594 members 
Mstep: Class 10 contains 34088 members 
Mstep: Class 11 contains 6302 members 
Mstep: Class 12 contains 9722 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 4438 members 
Mstep: Class 15 contains 5956 members 
Mstep: Class 16 contains 3322 members 
Mstep: Class 17 contains 3739 members 
Mstep: Class 18 contains 1951 members 
Mstep: Class 20 contains 4805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183664.000000 Penalty: 34918.949219
Iteration 28Q: 17 clusters Score -4.218366e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76383 members 
Mstep: Class 2 contains 2020 members 
Mstep: Class 5 contains 7894 members 
Mstep: Class 6 contains 489456 members 
Mstep: Class 7 contains 17440 members 
Mstep: Class 9 contains 8251 members 
Mstep: Class 10 contains 33643 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 9469 members 
Mstep: Class 13 contains 4650 members 
Mstep: Class 14 contains 4745 members 
Mstep: Class 15 contains 5910 members 
Mstep: Class 16 contains 3350 members 
Mstep: Class 17 contains 4066 members 
Mstep: Class 18 contains 1911 members 
Mstep: Class 20 contains 4872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42184244.000000 Penalty: 34918.949219
Iteration 29Q: 17 clusters Score -4.218424e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76398 members 
Mstep: Class 2 contains 2010 members 
Mstep: Class 5 contains 7772 members 
Mstep: Class 6 contains 490038 members 
Mstep: Class 7 contains 17226 members 
Mstep: Class 9 contains 7930 members 
Mstep: Class 10 contains 33297 members 
Mstep: Class 11 contains 6270 members 
Mstep: Class 12 contains 9237 members 
Mstep: Class 13 contains 4678 members 
Mstep: Class 14 contains 5071 members 
Mstep: Class 15 contains 5870 members 
Mstep: Class 16 contains 3376 members 
Mstep: Class 17 contains 4340 members 
Mstep: Class 18 contains 1891 members 
Mstep: Class 20 contains 4943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42184816.000000 Penalty: 34918.949219
Iteration 30Q: 17 clusters Score -4.218482e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76404 members 
Mstep: Class 2 contains 2004 members 
Mstep: Class 5 contains 7673 members 
Mstep: Class 6 contains 490515 members 
Mstep: Class 7 contains 17041 members 
Mstep: Class 9 contains 7621 members 
Mstep: Class 10 contains 33060 members 
Mstep: Class 11 contains 6262 members 
Mstep: Class 12 contains 9016 members 
Mstep: Class 13 contains 4708 members 
Mstep: Class 14 contains 5391 members 
Mstep: Class 15 contains 5848 members 
Mstep: Class 16 contains 3402 members 
Mstep: Class 17 contains 4516 members 
Mstep: Class 18 contains 1876 members 
Mstep: Class 20 contains 5010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42185124.000000 Penalty: 34918.949219
Iteration 31Q: 17 clusters Score -4.218512e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76431 members 
Mstep: Class 2 contains 1986 members 
Mstep: Class 5 contains 7587 members 
Mstep: Class 6 contains 490959 members 
Mstep: Class 7 contains 16876 members 
Mstep: Class 9 contains 7313 members 
Mstep: Class 10 contains 32851 members 
Mstep: Class 11 contains 6267 members 
Mstep: Class 12 contains 8811 members 
Mstep: Class 13 contains 4742 members 
Mstep: Class 14 contains 5704 members 
Mstep: Class 15 contains 5812 members 
Mstep: Class 16 contains 3421 members 
Mstep: Class 17 contains 4639 members 
Mstep: Class 18 contains 1864 members 
Mstep: Class 20 contains 5084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42185572.000000 Penalty: 34918.949219
Iteration 32Q: 17 clusters Score -4.218557e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76449 members 
Mstep: Class 2 contains 1977 members 
Mstep: Class 5 contains 7519 members 
Mstep: Class 6 contains 491346 members 
Mstep: Class 7 contains 16745 members 
Mstep: Class 9 contains 7019 members 
Mstep: Class 10 contains 32659 members 
Mstep: Class 11 contains 6251 members 
Mstep: Class 12 contains 8637 members 
Mstep: Class 13 contains 4767 members 
Mstep: Class 14 contains 5990 members 
Mstep: Class 15 contains 5784 members 
Mstep: Class 16 contains 3438 members 
Mstep: Class 17 contains 4741 members 
Mstep: Class 18 contains 1856 members 
Mstep: Class 20 contains 5169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42185736.000000 Penalty: 34918.949219
Iteration 33Q: 17 clusters Score -4.218574e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76465 members 
Mstep: Class 2 contains 1973 members 
Mstep: Class 5 contains 7445 members 
Mstep: Class 6 contains 491624 members 
Mstep: Class 7 contains 16622 members 
Mstep: Class 9 contains 6730 members 
Mstep: Class 10 contains 32558 members 
Mstep: Class 11 contains 6263 members 
Mstep: Class 12 contains 8484 members 
Mstep: Class 13 contains 4795 members 
Mstep: Class 14 contains 6247 members 
Mstep: Class 15 contains 5756 members 
Mstep: Class 16 contains 3445 members 
Mstep: Class 17 contains 4809 members 
Mstep: Class 18 contains 1850 members 
Mstep: Class 20 contains 5281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42185836.000000 Penalty: 34918.949219
Iteration 34Q: 17 clusters Score -4.218584e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76484 members 
Mstep: Class 2 contains 1960 members 
Mstep: Class 5 contains 7396 members 
Mstep: Class 6 contains 491902 members 
Mstep: Class 7 contains 16506 members 
Mstep: Class 9 contains 6455 members 
Mstep: Class 10 contains 32460 members 
Mstep: Class 11 contains 6262 members 
Mstep: Class 12 contains 8346 members 
Mstep: Class 13 contains 4830 members 
Mstep: Class 14 contains 6472 members 
Mstep: Class 15 contains 5738 members 
Mstep: Class 16 contains 3452 members 
Mstep: Class 17 contains 4858 members 
Mstep: Class 18 contains 1845 members 
Mstep: Class 20 contains 5381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42186016.000000 Penalty: 34918.949219
Iteration 35Q: 17 clusters Score -4.218602e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76496 members 
Mstep: Class 2 contains 1955 members 
Mstep: Class 5 contains 7345 members 
Mstep: Class 6 contains 492129 members 
Mstep: Class 7 contains 16414 members 
Mstep: Class 9 contains 6230 members 
Mstep: Class 10 contains 32362 members 
Mstep: Class 11 contains 6280 members 
Mstep: Class 12 contains 8197 members 
Mstep: Class 13 contains 4857 members 
Mstep: Class 14 contains 6661 members 
Mstep: Class 15 contains 5721 members 
Mstep: Class 16 contains 3462 members 
Mstep: Class 17 contains 4902 members 
Mstep: Class 18 contains 1838 members 
Mstep: Class 20 contains 5498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42186176.000000 Penalty: 34918.949219
Iteration 36Q: 17 clusters Score -4.218618e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76495 members 
Mstep: Class 2 contains 1959 members 
Mstep: Class 5 contains 7300 members 
Mstep: Class 6 contains 492332 members 
Mstep: Class 7 contains 16327 members 
Mstep: Class 9 contains 6009 members 
Mstep: Class 10 contains 32267 members 
Mstep: Class 11 contains 6286 members 
Mstep: Class 12 contains 8056 members 
Mstep: Class 13 contains 4884 members 
Mstep: Class 14 contains 6881 members 
Mstep: Class 15 contains 5708 members 
Mstep: Class 16 contains 3482 members 
Mstep: Class 17 contains 4946 members 
Mstep: Class 18 contains 1831 members 
Mstep: Class 20 contains 5584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42186416.000000 Penalty: 34918.949219
Iteration 37Q: 17 clusters Score -4.218642e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76495 members 
Mstep: Class 2 contains 1962 members 
Mstep: Class 5 contains 7263 members 
Mstep: Class 6 contains 492507 members 
Mstep: Class 7 contains 16260 members 
Mstep: Class 9 contains 5800 members 
Mstep: Class 10 contains 32186 members 
Mstep: Class 11 contains 6293 members 
Mstep: Class 12 contains 7919 members 
Mstep: Class 13 contains 4907 members 
Mstep: Class 14 contains 7084 members 
Mstep: Class 15 contains 5696 members 
Mstep: Class 16 contains 3498 members 
Mstep: Class 17 contains 4980 members 
Mstep: Class 18 contains 1826 members 
Mstep: Class 20 contains 5671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42186452.000000 Penalty: 34918.949219
Iteration 38Q: 17 clusters Score -4.218645e+07 nChanged 994
Entering ConstructFrom: 
Score: -42186452.000000 Penalty: 34918.949219
Entering ConstructFrom: 
Trying to split cluster 1 (76502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76502 members 
Entering Unmasked Estep 
Score: -4811458.000000 Penalty: 1827.324219
	Iteration 0F: 2 clusters Score -4811458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -4760285.000000 Penalty: 3654.648438
	Iteration 0F: 3 clusters Score -4760285 nChanged 36243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -4780933.500000 Penalty: 3654.648438
	Iteration 1F: 3 clusters Score -4780934 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -4781414.500000 Penalty: 3654.648438
	Iteration 2Q: 3 clusters Score -4781414 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -4781992.500000 Penalty: 3654.648438
	Iteration 3Q: 3 clusters Score -4781992 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -4782823.500000 Penalty: 3654.648438
	Iteration 4Q: 3 clusters Score -4782824 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -4784117.000000 Penalty: 3654.648438
	Iteration 5Q: 3 clusters Score -4784117 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50701 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -4786437.500000 Penalty: 3654.648438
	Iteration 6F: 3 clusters Score -4786438 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56457 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -4790687.000000 Penalty: 3654.648438
	Iteration 7F: 3 clusters Score -4790687 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63391 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -4796897.500000 Penalty: 3654.648438
	Iteration 8F: 3 clusters Score -4796898 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69758 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -4803201.500000 Penalty: 3654.648438
	Iteration 9F: 3 clusters Score -4803202 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73878 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -4807396.500000 Penalty: 3654.648438
	Iteration 10F: 3 clusters Score -4807396 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75592 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4809053.000000 Penalty: 3654.648438
	Iteration 11Q: 3 clusters Score -4809053 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76117 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4809556.000000 Penalty: 3654.648438
	Iteration 12Q: 3 clusters Score -4809556 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76251 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4809707.000000 Penalty: 3654.648438
	Iteration 13Q: 3 clusters Score -4809707 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76288 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4809749.000000 Penalty: 3654.648438
	Iteration 14Q: 3 clusters Score -4809749 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76297 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -4809773.000000 Penalty: 3654.648438
	Iteration 15Q: 3 clusters Score -4809773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76308 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -4809791.000000 Penalty: 3654.648438
	Iteration 16Q: 3 clusters Score -4809791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76317 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -4809814.000000 Penalty: 3654.648438
	Iteration 17Q: 3 clusters Score -4809814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76326 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -4809832.000000 Penalty: 3654.648438
	Iteration 18Q: 3 clusters Score -4809832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76327 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -4809845.500000 Penalty: 3654.648438
	Iteration 19Q: 3 clusters Score -4809846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76335 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -4809856.500000 Penalty: 3654.648438
	Iteration 20F: 3 clusters Score -4809856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76338 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -4809869.000000 Penalty: 3654.648438
	Iteration 21Q: 3 clusters Score -4809869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76341 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -4809878.500000 Penalty: 3654.648438
	Iteration 22Q: 3 clusters Score -4809878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76340 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -4809877.000000 Penalty: 3654.648438
	Iteration 23Q: 3 clusters Score -4809877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76340 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -4809891.500000 Penalty: 3654.648438
	Iteration 24Q: 3 clusters Score -4809892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76343 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -4809898.500000 Penalty: 3654.648438
	Iteration 25Q: 3 clusters Score -4809898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76344 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -4809899.000000 Penalty: 3654.648438
	Iteration 26Q: 3 clusters Score -4809899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76345 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -4809903.000000 Penalty: 3654.648438
	Iteration 27Q: 3 clusters Score -4809903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76345 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -4809904.500000 Penalty: 3654.648438
	Iteration 28Q: 3 clusters Score -4809904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76343 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -4809905.500000 Penalty: 3654.648438
	Iteration 29Q: 3 clusters Score -4809906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76343 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -4809905.500000 Penalty: 3654.648438
	Iteration 30F: 3 clusters Score -4809906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Entering Unmasked Estep 
Score: -106771.843750 Penalty: 1231.946533
	Iteration 0F: 2 clusters Score -106771.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -104738.250000 Penalty: 2463.893066
	Iteration 0F: 3 clusters Score -104738.2 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -105234.562500 Penalty: 2463.893066
	Iteration 1F: 3 clusters Score -105234.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -105415.429688 Penalty: 2463.893066
	Iteration 2F: 3 clusters Score -105415.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -105499.281250 Penalty: 2463.893066
	Iteration 3F: 3 clusters Score -105499.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -105573.085938 Penalty: 2463.893066
	Iteration 4Q: 3 clusters Score -105573.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -105635.773438 Penalty: 2463.893066
	Iteration 5Q: 3 clusters Score -105635.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -105685.507812 Penalty: 2463.893066
	Iteration 6Q: 3 clusters Score -105685.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -105758.039062 Penalty: 2463.893066
	Iteration 7Q: 3 clusters Score -105758 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -105817.992188 Penalty: 2463.893066
	Iteration 8Q: 3 clusters Score -105818 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -105858.875000 Penalty: 2463.893066
	Iteration 9Q: 3 clusters Score -105858.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -105889.046875 Penalty: 2463.893066
	Iteration 10Q: 3 clusters Score -105889 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -105904.835938 Penalty: 2463.893066
	Iteration 11Q: 3 clusters Score -105904.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -105915.742188 Penalty: 2463.893066
	Iteration 12Q: 3 clusters Score -105915.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -105926.500000 Penalty: 2463.893066
	Iteration 13Q: 3 clusters Score -105926.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -105936.703125 Penalty: 2463.893066
	Iteration 14Q: 3 clusters Score -105936.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -105946.992188 Penalty: 2463.893066
	Iteration 15Q: 3 clusters Score -105947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -105954.109375 Penalty: 2463.893066
	Iteration 16Q: 3 clusters Score -105954.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -105957.539062 Penalty: 2463.893066
	Iteration 17Q: 3 clusters Score -105957.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -105960.812500 Penalty: 2463.893066
	Iteration 18Q: 3 clusters Score -105960.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -105963.562500 Penalty: 2463.893066
	Iteration 19Q: 3 clusters Score -105963.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -105966.460938 Penalty: 2463.893066
	Iteration 20F: 3 clusters Score -105966.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -105967.695312 Penalty: 2463.893066
	Iteration 21Q: 3 clusters Score -105967.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -105968.875000 Penalty: 2463.893066
	Iteration 22Q: 3 clusters Score -105968.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -105969.757812 Penalty: 2463.893066
	Iteration 23Q: 3 clusters Score -105969.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -105970.429688 Penalty: 2463.893066
	Iteration 24Q: 3 clusters Score -105970.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -105970.429688 Penalty: 2463.893066
	Iteration 25F: 3 clusters Score -105970.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Entering Unmasked Estep 
Score: -446931.937500 Penalty: 1443.906616
	Iteration 0F: 2 clusters Score -446931.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -441583.250000 Penalty: 2887.813232
	Iteration 0F: 3 clusters Score -441583.2 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -443317.062500 Penalty: 2887.813232
	Iteration 1F: 3 clusters Score -443317.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -443586.093750 Penalty: 2887.813232
	Iteration 2F: 3 clusters Score -443586.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -443791.093750 Penalty: 2887.813232
	Iteration 3F: 3 clusters Score -443791.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -443968.343750 Penalty: 2887.813232
	Iteration 4Q: 3 clusters Score -443968.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -444119.562500 Penalty: 2887.813232
	Iteration 5Q: 3 clusters Score -444119.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -444279.625000 Penalty: 2887.813232
	Iteration 6Q: 3 clusters Score -444279.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -444433.593750 Penalty: 2887.813232
	Iteration 7Q: 3 clusters Score -444433.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -444562.593750 Penalty: 2887.813232
	Iteration 8Q: 3 clusters Score -444562.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -444690.687500 Penalty: 2887.813232
	Iteration 9Q: 3 clusters Score -444690.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -444810.750000 Penalty: 2887.813232
	Iteration 10Q: 3 clusters Score -444810.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -444906.562500 Penalty: 2887.813232
	Iteration 11Q: 3 clusters Score -444906.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -444970.812500 Penalty: 2887.813232
	Iteration 12Q: 3 clusters Score -444970.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -445009.843750 Penalty: 2887.813232
	Iteration 13Q: 3 clusters Score -445009.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -445039.593750 Penalty: 2887.813232
	Iteration 14Q: 3 clusters Score -445039.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -445062.500000 Penalty: 2887.813232
	Iteration 15Q: 3 clusters Score -445062.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -445075.500000 Penalty: 2887.813232
	Iteration 16Q: 3 clusters Score -445075.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -445085.031250 Penalty: 2887.813232
	Iteration 17Q: 3 clusters Score -445085 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -445093.812500 Penalty: 2887.813232
	Iteration 18Q: 3 clusters Score -445093.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -445098.656250 Penalty: 2887.813232
	Iteration 19Q: 3 clusters Score -445098.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -445101.875000 Penalty: 2887.813232
	Iteration 20F: 3 clusters Score -445101.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -445107.500000 Penalty: 2887.813232
	Iteration 21Q: 3 clusters Score -445107.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -445113.187500 Penalty: 2887.813232
	Iteration 22Q: 3 clusters Score -445113.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -445119.000000 Penalty: 2887.813232
	Iteration 23Q: 3 clusters Score -445119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -445120.718750 Penalty: 2887.813232
	Iteration 24Q: 3 clusters Score -445120.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -445124.062500 Penalty: 2887.813232
	Iteration 25Q: 3 clusters Score -445124.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -445125.437500 Penalty: 2887.813232
	Iteration 26Q: 3 clusters Score -445125.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -445127.000000 Penalty: 2887.813232
	Iteration 27Q: 3 clusters Score -445127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -445128.312500 Penalty: 2887.813232
	Iteration 28Q: 3 clusters Score -445128.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -445129.250000 Penalty: 2887.813232
	Iteration 29Q: 3 clusters Score -445129.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -445131.375000 Penalty: 2887.813232
	Iteration 30Q: 3 clusters Score -445131.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -445132.093750 Penalty: 2887.813232
	Iteration 31Q: 3 clusters Score -445132.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -445133.093750 Penalty: 2887.813232
	Iteration 32Q: 3 clusters Score -445133.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -445135.218750 Penalty: 2887.813232
	Iteration 33Q: 3 clusters Score -445135.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -445134.875000 Penalty: 2887.813232
	Iteration 34Q: 3 clusters Score -445134.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -445135.718750 Penalty: 2887.813232
	Iteration 35Q: 3 clusters Score -445135.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -445136.718750 Penalty: 2887.813232
	Iteration 36Q: 3 clusters Score -445136.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -445136.437500 Penalty: 2887.813232
	Iteration 37Q: 3 clusters Score -445136.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -445136.625000 Penalty: 2887.813232
	Iteration 38Q: 3 clusters Score -445136.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -445137.312500 Penalty: 2887.813232
	Iteration 39Q: 3 clusters Score -445137.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -445138.031250 Penalty: 2887.813232
	Iteration 40F: 3 clusters Score -445138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -445137.968750 Penalty: 2887.813232
	Iteration 41Q: 3 clusters Score -445138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -445139.031250 Penalty: 2887.813232
	Iteration 42Q: 3 clusters Score -445139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -445139.750000 Penalty: 2887.813232
	Iteration 43Q: 3 clusters Score -445139.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -445140.281250 Penalty: 2887.813232
	Iteration 44Q: 3 clusters Score -445140.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -445139.187500 Penalty: 2887.813232
	Iteration 45Q: 3 clusters Score -445139.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -445138.937500 Penalty: 2887.813232
	Iteration 46Q: 3 clusters Score -445138.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -445139.656250 Penalty: 2887.813232
	Iteration 47Q: 3 clusters Score -445139.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -445139.656250 Penalty: 2887.813232
	Iteration 48F: 3 clusters Score -445139.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (492649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492649 members 
Entering Unmasked Estep 
Score: -31181990.000000 Penalty: 2129.977295
	Iteration 0F: 2 clusters Score -3.118199e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246715 members 
Mstep: Class 2 contains 245934 members 
Entering Unmasked Estep 
Score: -30849652.000000 Penalty: 4259.954590
	Iteration 0F: 3 clusters Score -3.084965e+07 nChanged 241493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260480 members 
Mstep: Class 2 contains 232169 members 
Entering Unmasked Estep 
Score: -30997390.000000 Penalty: 4259.954590
	Iteration 1F: 3 clusters Score -3.099739e+07 nChanged 16545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270025 members 
Mstep: Class 2 contains 222624 members 
Entering Unmasked Estep 
Score: -31002476.000000 Penalty: 4259.954590
	Iteration 2Q: 3 clusters Score -3.100248e+07 nChanged 21891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285420 members 
Mstep: Class 2 contains 207229 members 
Entering Unmasked Estep 
Score: -31011950.000000 Penalty: 4259.954590
	Iteration 3Q: 3 clusters Score -3.101195e+07 nChanged 28941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308399 members 
Mstep: Class 2 contains 184250 members 
Entering Unmasked Estep 
Score: -31028054.000000 Penalty: 4259.954590
	Iteration 4F: 3 clusters Score -3.102805e+07 nChanged 35996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339105 members 
Mstep: Class 2 contains 153544 members 
Entering Unmasked Estep 
Score: -31053506.000000 Penalty: 4259.954590
	Iteration 5F: 3 clusters Score -3.105351e+07 nChanged 39164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374119 members 
Mstep: Class 2 contains 118530 members 
Entering Unmasked Estep 
Score: -31085062.000000 Penalty: 4259.954590
	Iteration 6F: 3 clusters Score -3.108506e+07 nChanged 35770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407301 members 
Mstep: Class 2 contains 85348 members 
Entering Unmasked Estep 
Score: -31116162.000000 Penalty: 4259.954590
	Iteration 7F: 3 clusters Score -3.111616e+07 nChanged 28022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433941 members 
Mstep: Class 2 contains 58708 members 
Entering Unmasked Estep 
Score: -31140542.000000 Penalty: 4259.954590
	Iteration 8F: 3 clusters Score -3.114054e+07 nChanged 19591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452792 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -31157440.000000 Penalty: 4259.954590
	Iteration 9Q: 3 clusters Score -3.115744e+07 nChanged 12688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465068 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -31167772.000000 Penalty: 4259.954590
	Iteration 10Q: 3 clusters Score -3.116777e+07 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472623 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -31173644.000000 Penalty: 4259.954590
	Iteration 11Q: 3 clusters Score -3.117364e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477312 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -31176974.000000 Penalty: 4259.954590
	Iteration 12Q: 3 clusters Score -3.117697e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480278 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -31179084.000000 Penalty: 4259.954590
	Iteration 13Q: 3 clusters Score -3.117908e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482124 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -31180398.000000 Penalty: 4259.954590
	Iteration 14Q: 3 clusters Score -3.11804e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483369 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -31180990.000000 Penalty: 4259.954590
	Iteration 15Q: 3 clusters Score -3.118099e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484202 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -31181444.000000 Penalty: 4259.954590
	Iteration 16Q: 3 clusters Score -3.118144e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484784 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -31181664.000000 Penalty: 4259.954590
	Iteration 17Q: 3 clusters Score -3.118166e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485229 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -31181806.000000 Penalty: 4259.954590
	Iteration 18Q: 3 clusters Score -3.118181e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485566 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -31181872.000000 Penalty: 4259.954590
	Iteration 19Q: 3 clusters Score -3.118187e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485800 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -31181836.000000 Penalty: 4259.954590
	Iteration 20F: 3 clusters Score -3.118184e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486014 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -31181874.000000 Penalty: 4259.954590
	Iteration 21Q: 3 clusters Score -3.118187e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486194 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -31181892.000000 Penalty: 4259.954590
	Iteration 22Q: 3 clusters Score -3.118189e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486343 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -31181904.000000 Penalty: 4259.954590
	Iteration 23Q: 3 clusters Score -3.11819e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486467 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -31181904.000000 Penalty: 4259.954590
	Iteration 24Q: 3 clusters Score -3.11819e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486561 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -31181858.000000 Penalty: 4259.954590
	Iteration 25Q: 3 clusters Score -3.118186e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486628 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -31181900.000000 Penalty: 4259.954590
	Iteration 26Q: 3 clusters Score -3.11819e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486685 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -31181898.000000 Penalty: 4259.954590
	Iteration 27Q: 3 clusters Score -3.11819e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486743 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -31181876.000000 Penalty: 4259.954590
	Iteration 28Q: 3 clusters Score -3.118188e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486799 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -31181884.000000 Penalty: 4259.954590
	Iteration 29Q: 3 clusters Score -3.118188e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486844 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -31181914.000000 Penalty: 4259.954590
	Iteration 30Q: 3 clusters Score -3.118191e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486891 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -31181924.000000 Penalty: 4259.954590
	Iteration 31Q: 3 clusters Score -3.118192e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486930 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -31181912.000000 Penalty: 4259.954590
	Iteration 32Q: 3 clusters Score -3.118191e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486948 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -31181922.000000 Penalty: 4259.954590
	Iteration 33Q: 3 clusters Score -3.118192e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486964 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -31181934.000000 Penalty: 4259.954590
	Iteration 34Q: 3 clusters Score -3.118193e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486982 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -31181932.000000 Penalty: 4259.954590
	Iteration 35Q: 3 clusters Score -3.118193e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486990 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -31181942.000000 Penalty: 4259.954590
	Iteration 36Q: 3 clusters Score -3.118194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486998 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -31181936.000000 Penalty: 4259.954590
	Iteration 37Q: 3 clusters Score -3.118194e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487009 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -31181938.000000 Penalty: 4259.954590
	Iteration 38Q: 3 clusters Score -3.118194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487014 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -31181916.000000 Penalty: 4259.954590
	Iteration 39Q: 3 clusters Score -3.118192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487016 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -31181904.000000 Penalty: 4259.954590
	Iteration 40F: 3 clusters Score -3.11819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487017 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -31181892.000000 Penalty: 4259.954590
	Iteration 41Q: 3 clusters Score -3.118189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487019 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -31181894.000000 Penalty: 4259.954590
	Iteration 42Q: 3 clusters Score -3.118189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487022 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -31181912.000000 Penalty: 4259.954590
	Iteration 43Q: 3 clusters Score -3.118191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487026 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -31181922.000000 Penalty: 4259.954590
	Iteration 44Q: 3 clusters Score -3.118192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487031 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -31181916.000000 Penalty: 4259.954590
	Iteration 45Q: 3 clusters Score -3.118192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487035 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -31181904.000000 Penalty: 4259.954590
	Iteration 46Q: 3 clusters Score -3.11819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487038 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -31181904.000000 Penalty: 4259.954590
	Iteration 47Q: 3 clusters Score -3.11819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487041 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -31181924.000000 Penalty: 4259.954590
	Iteration 48Q: 3 clusters Score -3.118192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487046 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -31181930.000000 Penalty: 4259.954590
	Iteration 49Q: 3 clusters Score -3.118193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487048 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -31181932.000000 Penalty: 4259.954590
	Iteration 50Q: 3 clusters Score -3.118193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487051 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -31181916.000000 Penalty: 4259.954590
	Iteration 51Q: 3 clusters Score -3.118192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487056 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -31181934.000000 Penalty: 4259.954590
	Iteration 52Q: 3 clusters Score -3.118193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487059 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -31181928.000000 Penalty: 4259.954590
	Iteration 53Q: 3 clusters Score -3.118193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487062 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -31181930.000000 Penalty: 4259.954590
	Iteration 54Q: 3 clusters Score -3.118193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487065 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -31181934.000000 Penalty: 4259.954590
	Iteration 55Q: 3 clusters Score -3.118193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487068 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -31181932.000000 Penalty: 4259.954590
	Iteration 56Q: 3 clusters Score -3.118193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487070 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -31181944.000000 Penalty: 4259.954590
	Iteration 57Q: 3 clusters Score -3.118194e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487070 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -31181944.000000 Penalty: 4259.954590
	Iteration 58F: 3 clusters Score -3.118194e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Entering Unmasked Estep 
Score: -971980.250000 Penalty: 1575.004272
	Iteration 0F: 2 clusters Score -971980.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -960811.062500 Penalty: 3150.008545
	Iteration 0F: 3 clusters Score -960811.1 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -964862.250000 Penalty: 3150.008545
	Iteration 1F: 3 clusters Score -964862.2 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -965574.437500 Penalty: 3150.008545
	Iteration 2F: 3 clusters Score -965574.4 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -966579.750000 Penalty: 3150.008545
	Iteration 3F: 3 clusters Score -966579.8 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -967913.875000 Penalty: 3150.008545
	Iteration 4F: 3 clusters Score -967913.9 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -969214.500000 Penalty: 3150.008545
	Iteration 5F: 3 clusters Score -969214.5 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -970086.687500 Penalty: 3150.008545
	Iteration 6F: 3 clusters Score -970086.7 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -970593.750000 Penalty: 3150.008545
	Iteration 7Q: 3 clusters Score -970593.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -970880.562500 Penalty: 3150.008545
	Iteration 8Q: 3 clusters Score -970880.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -971050.812500 Penalty: 3150.008545
	Iteration 9Q: 3 clusters Score -971050.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -971152.375000 Penalty: 3150.008545
	Iteration 10Q: 3 clusters Score -971152.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -971219.562500 Penalty: 3150.008545
	Iteration 11Q: 3 clusters Score -971219.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -971278.187500 Penalty: 3150.008545
	Iteration 12Q: 3 clusters Score -971278.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -971314.875000 Penalty: 3150.008545
	Iteration 13Q: 3 clusters Score -971314.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -971350.375000 Penalty: 3150.008545
	Iteration 14Q: 3 clusters Score -971350.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -971372.062500 Penalty: 3150.008545
	Iteration 15Q: 3 clusters Score -971372.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -971390.750000 Penalty: 3150.008545
	Iteration 16Q: 3 clusters Score -971390.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -971405.937500 Penalty: 3150.008545
	Iteration 17Q: 3 clusters Score -971405.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -971416.375000 Penalty: 3150.008545
	Iteration 18Q: 3 clusters Score -971416.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -971420.312500 Penalty: 3150.008545
	Iteration 19Q: 3 clusters Score -971420.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -971429.812500 Penalty: 3150.008545
	Iteration 20F: 3 clusters Score -971429.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -971430.062500 Penalty: 3150.008545
	Iteration 21Q: 3 clusters Score -971430.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -971440.125000 Penalty: 3150.008545
	Iteration 22Q: 3 clusters Score -971440.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -971444.062500 Penalty: 3150.008545
	Iteration 23Q: 3 clusters Score -971444.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -971454.750000 Penalty: 3150.008545
	Iteration 24Q: 3 clusters Score -971454.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -971459.125000 Penalty: 3150.008545
	Iteration 25Q: 3 clusters Score -971459.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -971463.250000 Penalty: 3150.008545
	Iteration 26Q: 3 clusters Score -971463.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -971468.250000 Penalty: 3150.008545
	Iteration 27Q: 3 clusters Score -971468.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -971474.625000 Penalty: 3150.008545
	Iteration 28Q: 3 clusters Score -971474.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -971479.500000 Penalty: 3150.008545
	Iteration 29Q: 3 clusters Score -971479.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -971484.312500 Penalty: 3150.008545
	Iteration 30Q: 3 clusters Score -971484.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -971495.312500 Penalty: 3150.008545
	Iteration 31Q: 3 clusters Score -971495.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -971506.312500 Penalty: 3150.008545
	Iteration 32Q: 3 clusters Score -971506.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -971516.000000 Penalty: 3150.008545
	Iteration 33Q: 3 clusters Score -971516 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -971529.062500 Penalty: 3150.008545
	Iteration 34Q: 3 clusters Score -971529.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -971541.937500 Penalty: 3150.008545
	Iteration 35Q: 3 clusters Score -971541.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -971554.500000 Penalty: 3150.008545
	Iteration 36Q: 3 clusters Score -971554.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -971569.500000 Penalty: 3150.008545
	Iteration 37Q: 3 clusters Score -971569.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -971590.312500 Penalty: 3150.008545
	Iteration 38Q: 3 clusters Score -971590.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -971618.937500 Penalty: 3150.008545
	Iteration 39Q: 3 clusters Score -971618.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -971644.562500 Penalty: 3150.008545
	Iteration 40F: 3 clusters Score -971644.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -971673.375000 Penalty: 3150.008545
	Iteration 41Q: 3 clusters Score -971673.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -971700.062500 Penalty: 3150.008545
	Iteration 42Q: 3 clusters Score -971700.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -971727.750000 Penalty: 3150.008545
	Iteration 43Q: 3 clusters Score -971727.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -971752.187500 Penalty: 3150.008545
	Iteration 44Q: 3 clusters Score -971752.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -971764.687500 Penalty: 3150.008545
	Iteration 45Q: 3 clusters Score -971764.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -971778.625000 Penalty: 3150.008545
	Iteration 46Q: 3 clusters Score -971778.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -971793.687500 Penalty: 3150.008545
	Iteration 47Q: 3 clusters Score -971793.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -971806.750000 Penalty: 3150.008545
	Iteration 48Q: 3 clusters Score -971806.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -971816.875000 Penalty: 3150.008545
	Iteration 49Q: 3 clusters Score -971816.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -971822.312500 Penalty: 3150.008545
	Iteration 50Q: 3 clusters Score -971822.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -971830.687500 Penalty: 3150.008545
	Iteration 51Q: 3 clusters Score -971830.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -971836.937500 Penalty: 3150.008545
	Iteration 52Q: 3 clusters Score -971836.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -971842.812500 Penalty: 3150.008545
	Iteration 53Q: 3 clusters Score -971842.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -971844.937500 Penalty: 3150.008545
	Iteration 54Q: 3 clusters Score -971844.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -971848.812500 Penalty: 3150.008545
	Iteration 55Q: 3 clusters Score -971848.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -971849.125000 Penalty: 3150.008545
	Iteration 56Q: 3 clusters Score -971849.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -971851.062500 Penalty: 3150.008545
	Iteration 57Q: 3 clusters Score -971851.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -971850.687500 Penalty: 3150.008545
	Iteration 58Q: 3 clusters Score -971850.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -971851.625000 Penalty: 3150.008545
	Iteration 59Q: 3 clusters Score -971851.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -971851.000000 Penalty: 3150.008545
	Iteration 60F: 3 clusters Score -971851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -971852.000000 Penalty: 3150.008545
	Iteration 61Q: 3 clusters Score -971852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -971851.875000 Penalty: 3150.008545
	Iteration 62Q: 3 clusters Score -971851.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -971856.562500 Penalty: 3150.008545
	Iteration 63Q: 3 clusters Score -971856.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -971857.875000 Penalty: 3150.008545
	Iteration 64Q: 3 clusters Score -971857.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -971857.562500 Penalty: 3150.008545
	Iteration 65Q: 3 clusters Score -971857.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -971857.562500 Penalty: 3150.008545
	Iteration 66F: 3 clusters Score -971857.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Entering Unmasked Estep 
Score: -380811.781250 Penalty: 1402.981323
	Iteration 0F: 2 clusters Score -380811.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -376371.718750 Penalty: 2805.962646
	Iteration 0F: 3 clusters Score -376371.7 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -377643.625000 Penalty: 2805.962646
	Iteration 1F: 3 clusters Score -377643.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -377809.968750 Penalty: 2805.962646
	Iteration 2F: 3 clusters Score -377810 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -377909.250000 Penalty: 2805.962646
	Iteration 3Q: 3 clusters Score -377909.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -377983.718750 Penalty: 2805.962646
	Iteration 4Q: 3 clusters Score -377983.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -378036.781250 Penalty: 2805.962646
	Iteration 5Q: 3 clusters Score -378036.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -378073.031250 Penalty: 2805.962646
	Iteration 6Q: 3 clusters Score -378073 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -378101.468750 Penalty: 2805.962646
	Iteration 7Q: 3 clusters Score -378101.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -378130.062500 Penalty: 2805.962646
	Iteration 8Q: 3 clusters Score -378130.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -378152.062500 Penalty: 2805.962646
	Iteration 9Q: 3 clusters Score -378152.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -378180.125000 Penalty: 2805.962646
	Iteration 10Q: 3 clusters Score -378180.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -378221.000000 Penalty: 2805.962646
	Iteration 11Q: 3 clusters Score -378221 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -378263.218750 Penalty: 2805.962646
	Iteration 12Q: 3 clusters Score -378263.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -378302.406250 Penalty: 2805.962646
	Iteration 13Q: 3 clusters Score -378302.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -378343.906250 Penalty: 2805.962646
	Iteration 14Q: 3 clusters Score -378343.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -378399.156250 Penalty: 2805.962646
	Iteration 15Q: 3 clusters Score -378399.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -378458.218750 Penalty: 2805.962646
	Iteration 16Q: 3 clusters Score -378458.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -378517.031250 Penalty: 2805.962646
	Iteration 17Q: 3 clusters Score -378517 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -378583.687500 Penalty: 2805.962646
	Iteration 18Q: 3 clusters Score -378583.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -378648.531250 Penalty: 2805.962646
	Iteration 19Q: 3 clusters Score -378648.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -378710.031250 Penalty: 2805.962646
	Iteration 20F: 3 clusters Score -378710 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -378771.281250 Penalty: 2805.962646
	Iteration 21Q: 3 clusters Score -378771.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -378842.000000 Penalty: 2805.962646
	Iteration 22Q: 3 clusters Score -378842 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -378921.468750 Penalty: 2805.962646
	Iteration 23Q: 3 clusters Score -378921.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -378997.937500 Penalty: 2805.962646
	Iteration 24Q: 3 clusters Score -378997.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -379070.718750 Penalty: 2805.962646
	Iteration 25Q: 3 clusters Score -379070.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -379131.593750 Penalty: 2805.962646
	Iteration 26Q: 3 clusters Score -379131.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -379185.625000 Penalty: 2805.962646
	Iteration 27Q: 3 clusters Score -379185.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -379249.312500 Penalty: 2805.962646
	Iteration 28Q: 3 clusters Score -379249.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -379308.375000 Penalty: 2805.962646
	Iteration 29Q: 3 clusters Score -379308.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -379354.031250 Penalty: 2805.962646
	Iteration 30Q: 3 clusters Score -379354 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -379404.875000 Penalty: 2805.962646
	Iteration 31Q: 3 clusters Score -379404.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -379444.031250 Penalty: 2805.962646
	Iteration 32Q: 3 clusters Score -379444 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -379479.968750 Penalty: 2805.962646
	Iteration 33Q: 3 clusters Score -379480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -379499.875000 Penalty: 2805.962646
	Iteration 34Q: 3 clusters Score -379499.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -379509.875000 Penalty: 2805.962646
	Iteration 35Q: 3 clusters Score -379509.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -379514.000000 Penalty: 2805.962646
	Iteration 36Q: 3 clusters Score -379514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -379518.281250 Penalty: 2805.962646
	Iteration 37Q: 3 clusters Score -379518.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -379521.187500 Penalty: 2805.962646
	Iteration 38Q: 3 clusters Score -379521.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -379525.218750 Penalty: 2805.962646
	Iteration 39Q: 3 clusters Score -379525.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -379527.218750 Penalty: 2805.962646
	Iteration 40F: 3 clusters Score -379527.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -379526.875000 Penalty: 2805.962646
	Iteration 41Q: 3 clusters Score -379526.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -379527.656250 Penalty: 2805.962646
	Iteration 42Q: 3 clusters Score -379527.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -379527.656250 Penalty: 2805.962646
	Iteration 43F: 3 clusters Score -379527.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Entering Unmasked Estep 
Score: -2073171.375000 Penalty: 1686.351074
	Iteration 0F: 2 clusters Score -2073171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2051528.750000 Penalty: 3372.702148
	Iteration 0F: 3 clusters Score -2051529 nChanged 14854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -2060459.875000 Penalty: 3372.702148
	Iteration 1F: 3 clusters Score -2060460 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -2061456.000000 Penalty: 3372.702148
	Iteration 2F: 3 clusters Score -2061456 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -2062611.750000 Penalty: 3372.702148
	Iteration 3F: 3 clusters Score -2062612 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2063868.250000 Penalty: 3372.702148
	Iteration 4F: 3 clusters Score -2063868 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2065134.250000 Penalty: 3372.702148
	Iteration 5F: 3 clusters Score -2065134 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -2066377.000000 Penalty: 3372.702148
	Iteration 6F: 3 clusters Score -2066377 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -2067510.625000 Penalty: 3372.702148
	Iteration 7F: 3 clusters Score -2067511 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -2068504.625000 Penalty: 3372.702148
	Iteration 8Q: 3 clusters Score -2068505 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2069218.875000 Penalty: 3372.702148
	Iteration 9Q: 3 clusters Score -2069219 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2069729.625000 Penalty: 3372.702148
	Iteration 10Q: 3 clusters Score -2069730 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2070121.250000 Penalty: 3372.702148
	Iteration 11Q: 3 clusters Score -2070121 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -2070456.125000 Penalty: 3372.702148
	Iteration 12Q: 3 clusters Score -2070456 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2070742.875000 Penalty: 3372.702148
	Iteration 13Q: 3 clusters Score -2070743 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -2070993.125000 Penalty: 3372.702148
	Iteration 14Q: 3 clusters Score -2070993 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -2071215.375000 Penalty: 3372.702148
	Iteration 15Q: 3 clusters Score -2071215 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -2071393.250000 Penalty: 3372.702148
	Iteration 16Q: 3 clusters Score -2071393 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2071545.875000 Penalty: 3372.702148
	Iteration 17Q: 3 clusters Score -2071546 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2071669.375000 Penalty: 3372.702148
	Iteration 18Q: 3 clusters Score -2071669 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -2071785.250000 Penalty: 3372.702148
	Iteration 19Q: 3 clusters Score -2071785 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -2071866.500000 Penalty: 3372.702148
	Iteration 20F: 3 clusters Score -2071866 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -2071926.125000 Penalty: 3372.702148
	Iteration 21Q: 3 clusters Score -2071926 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2071998.250000 Penalty: 3372.702148
	Iteration 22Q: 3 clusters Score -2071998 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -2072054.125000 Penalty: 3372.702148
	Iteration 23Q: 3 clusters Score -2072054 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2072094.000000 Penalty: 3372.702148
	Iteration 24Q: 3 clusters Score -2072094 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -2072131.875000 Penalty: 3372.702148
	Iteration 25Q: 3 clusters Score -2072132 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2072168.625000 Penalty: 3372.702148
	Iteration 26Q: 3 clusters Score -2072169 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -2072190.875000 Penalty: 3372.702148
	Iteration 27Q: 3 clusters Score -2072191 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -2072211.125000 Penalty: 3372.702148
	Iteration 28Q: 3 clusters Score -2072211 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -2072223.250000 Penalty: 3372.702148
	Iteration 29Q: 3 clusters Score -2072223 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -2072230.250000 Penalty: 3372.702148
	Iteration 30Q: 3 clusters Score -2072230 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -2072242.000000 Penalty: 3372.702148
	Iteration 31Q: 3 clusters Score -2072242 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -2072247.500000 Penalty: 3372.702148
	Iteration 32Q: 3 clusters Score -2072248 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2072259.500000 Penalty: 3372.702148
	Iteration 33Q: 3 clusters Score -2072260 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -2072265.750000 Penalty: 3372.702148
	Iteration 34Q: 3 clusters Score -2072266 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -2072281.625000 Penalty: 3372.702148
	Iteration 35Q: 3 clusters Score -2072282 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2072286.125000 Penalty: 3372.702148
	Iteration 36Q: 3 clusters Score -2072286 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -2072298.875000 Penalty: 3372.702148
	Iteration 37Q: 3 clusters Score -2072299 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2072299.750000 Penalty: 3372.702148
	Iteration 38Q: 3 clusters Score -2072300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -2072306.875000 Penalty: 3372.702148
	Iteration 39Q: 3 clusters Score -2072307 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -2072310.500000 Penalty: 3372.702148
	Iteration 40F: 3 clusters Score -2072310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2072312.875000 Penalty: 3372.702148
	Iteration 41Q: 3 clusters Score -2072313 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -2072320.750000 Penalty: 3372.702148
	Iteration 42Q: 3 clusters Score -2072321 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2072319.250000 Penalty: 3372.702148
	Iteration 43Q: 3 clusters Score -2072319 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2072319.875000 Penalty: 3372.702148
	Iteration 44Q: 3 clusters Score -2072320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -2072321.250000 Penalty: 3372.702148
	Iteration 45Q: 3 clusters Score -2072321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2072320.250000 Penalty: 3372.702148
	Iteration 46Q: 3 clusters Score -2072320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2072323.125000 Penalty: 3372.702148
	Iteration 47Q: 3 clusters Score -2072323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -2072323.625000 Penalty: 3372.702148
	Iteration 48Q: 3 clusters Score -2072324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -2072322.625000 Penalty: 3372.702148
	Iteration 49Q: 3 clusters Score -2072323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2072322.625000 Penalty: 3372.702148
	Iteration 50Q: 3 clusters Score -2072323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -2072326.750000 Penalty: 3372.702148
	Iteration 51Q: 3 clusters Score -2072327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2072329.750000 Penalty: 3372.702148
	Iteration 52Q: 3 clusters Score -2072330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2072328.125000 Penalty: 3372.702148
	Iteration 53Q: 3 clusters Score -2072328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2072336.250000 Penalty: 3372.702148
	Iteration 54Q: 3 clusters Score -2072336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2072338.625000 Penalty: 3372.702148
	Iteration 55Q: 3 clusters Score -2072339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2072340.375000 Penalty: 3372.702148
	Iteration 56Q: 3 clusters Score -2072340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2072338.625000 Penalty: 3372.702148
	Iteration 57Q: 3 clusters Score -2072339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2072338.750000 Penalty: 3372.702148
	Iteration 58Q: 3 clusters Score -2072339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2072335.875000 Penalty: 3372.702148
	Iteration 59Q: 3 clusters Score -2072336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -2072334.250000 Penalty: 3372.702148
	Iteration 60F: 3 clusters Score -2072334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2072338.125000 Penalty: 3372.702148
	Iteration 61Q: 3 clusters Score -2072338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2072339.125000 Penalty: 3372.702148
	Iteration 62Q: 3 clusters Score -2072339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2072333.250000 Penalty: 3372.702148
	Iteration 63Q: 3 clusters Score -2072333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2072340.875000 Penalty: 3372.702148
	Iteration 64Q: 3 clusters Score -2072341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2072343.625000 Penalty: 3372.702148
	Iteration 65Q: 3 clusters Score -2072344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2072345.000000 Penalty: 3372.702148
	Iteration 66Q: 3 clusters Score -2072345 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2072350.500000 Penalty: 3372.702148
	Iteration 67Q: 3 clusters Score -2072350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2072350.000000 Penalty: 3372.702148
	Iteration 68Q: 3 clusters Score -2072350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2072351.875000 Penalty: 3372.702148
	Iteration 69Q: 3 clusters Score -2072352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2072351.875000 Penalty: 3372.702148
	Iteration 70Q: 3 clusters Score -2072352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2072351.250000 Penalty: 3372.702148
	Iteration 71Q: 3 clusters Score -2072351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2072350.250000 Penalty: 3372.702148
	Iteration 72Q: 3 clusters Score -2072350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2072349.750000 Penalty: 3372.702148
	Iteration 73Q: 3 clusters Score -2072350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2072349.250000 Penalty: 3372.702148
	Iteration 74Q: 3 clusters Score -2072349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2072351.625000 Penalty: 3372.702148
	Iteration 75Q: 3 clusters Score -2072352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2072351.625000 Penalty: 3372.702148
	Iteration 76F: 3 clusters Score -2072352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Entering Unmasked Estep 
Score: -385144.406250 Penalty: 1421.470581
	Iteration 0F: 2 clusters Score -385144.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -380370.968750 Penalty: 2842.941162
	Iteration 0F: 3 clusters Score -380371 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -381766.468750 Penalty: 2842.941162
	Iteration 1F: 3 clusters Score -381766.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -381966.593750 Penalty: 2842.941162
	Iteration 2F: 3 clusters Score -381966.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -382134.125000 Penalty: 2842.941162
	Iteration 3F: 3 clusters Score -382134.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -382290.843750 Penalty: 2842.941162
	Iteration 4Q: 3 clusters Score -382290.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -382419.406250 Penalty: 2842.941162
	Iteration 5Q: 3 clusters Score -382419.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -382531.156250 Penalty: 2842.941162
	Iteration 6Q: 3 clusters Score -382531.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -382630.281250 Penalty: 2842.941162
	Iteration 7Q: 3 clusters Score -382630.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -382740.531250 Penalty: 2842.941162
	Iteration 8Q: 3 clusters Score -382740.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -382838.281250 Penalty: 2842.941162
	Iteration 9Q: 3 clusters Score -382838.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -382929.937500 Penalty: 2842.941162
	Iteration 10Q: 3 clusters Score -382929.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -383024.187500 Penalty: 2842.941162
	Iteration 11Q: 3 clusters Score -383024.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -383106.031250 Penalty: 2842.941162
	Iteration 12Q: 3 clusters Score -383106 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -383196.125000 Penalty: 2842.941162
	Iteration 13Q: 3 clusters Score -383196.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -383280.937500 Penalty: 2842.941162
	Iteration 14Q: 3 clusters Score -383280.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -383366.125000 Penalty: 2842.941162
	Iteration 15Q: 3 clusters Score -383366.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -383442.500000 Penalty: 2842.941162
	Iteration 16Q: 3 clusters Score -383442.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -383508.062500 Penalty: 2842.941162
	Iteration 17Q: 3 clusters Score -383508.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -383576.750000 Penalty: 2842.941162
	Iteration 18Q: 3 clusters Score -383576.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -383623.093750 Penalty: 2842.941162
	Iteration 19Q: 3 clusters Score -383623.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -383661.625000 Penalty: 2842.941162
	Iteration 20F: 3 clusters Score -383661.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -383703.781250 Penalty: 2842.941162
	Iteration 21Q: 3 clusters Score -383703.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -383728.281250 Penalty: 2842.941162
	Iteration 22Q: 3 clusters Score -383728.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -383747.687500 Penalty: 2842.941162
	Iteration 23Q: 3 clusters Score -383747.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -383762.875000 Penalty: 2842.941162
	Iteration 24Q: 3 clusters Score -383762.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -383776.625000 Penalty: 2842.941162
	Iteration 25Q: 3 clusters Score -383776.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -383788.531250 Penalty: 2842.941162
	Iteration 26Q: 3 clusters Score -383788.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -383797.843750 Penalty: 2842.941162
	Iteration 27Q: 3 clusters Score -383797.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -383804.750000 Penalty: 2842.941162
	Iteration 28Q: 3 clusters Score -383804.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -383813.937500 Penalty: 2842.941162
	Iteration 29Q: 3 clusters Score -383813.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -383818.187500 Penalty: 2842.941162
	Iteration 30Q: 3 clusters Score -383818.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -383825.656250 Penalty: 2842.941162
	Iteration 31Q: 3 clusters Score -383825.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -383828.093750 Penalty: 2842.941162
	Iteration 32Q: 3 clusters Score -383828.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -383832.375000 Penalty: 2842.941162
	Iteration 33Q: 3 clusters Score -383832.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -383836.000000 Penalty: 2842.941162
	Iteration 34Q: 3 clusters Score -383836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -383840.468750 Penalty: 2842.941162
	Iteration 35Q: 3 clusters Score -383840.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -383844.593750 Penalty: 2842.941162
	Iteration 36Q: 3 clusters Score -383844.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -383845.468750 Penalty: 2842.941162
	Iteration 37Q: 3 clusters Score -383845.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -383845.843750 Penalty: 2842.941162
	Iteration 38Q: 3 clusters Score -383845.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -383846.375000 Penalty: 2842.941162
	Iteration 39Q: 3 clusters Score -383846.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -383847.062500 Penalty: 2842.941162
	Iteration 40F: 3 clusters Score -383847.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -383847.968750 Penalty: 2842.941162
	Iteration 41Q: 3 clusters Score -383848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -383848.500000 Penalty: 2842.941162
	Iteration 42Q: 3 clusters Score -383848.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -383849.437500 Penalty: 2842.941162
	Iteration 43Q: 3 clusters Score -383849.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -383849.437500 Penalty: 2842.941162
	Iteration 44F: 3 clusters Score -383849.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Entering Unmasked Estep 
Score: -492909.500000 Penalty: 1456.451172
	Iteration 0F: 2 clusters Score -492909.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -487197.468750 Penalty: 2912.902344
	Iteration 0F: 3 clusters Score -487197.5 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -489124.593750 Penalty: 2912.902344
	Iteration 1F: 3 clusters Score -489124.6 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -489528.406250 Penalty: 2912.902344
	Iteration 2F: 3 clusters Score -489528.4 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -489911.437500 Penalty: 2912.902344
	Iteration 3F: 3 clusters Score -489911.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -490311.250000 Penalty: 2912.902344
	Iteration 4F: 3 clusters Score -490311.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -490671.281250 Penalty: 2912.902344
	Iteration 5F: 3 clusters Score -490671.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -490923.125000 Penalty: 2912.902344
	Iteration 6F: 3 clusters Score -490923.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -491112.781250 Penalty: 2912.902344
	Iteration 7Q: 3 clusters Score -491112.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -491284.812500 Penalty: 2912.902344
	Iteration 8Q: 3 clusters Score -491284.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -491435.187500 Penalty: 2912.902344
	Iteration 9Q: 3 clusters Score -491435.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -491529.000000 Penalty: 2912.902344
	Iteration 10Q: 3 clusters Score -491529 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -491609.187500 Penalty: 2912.902344
	Iteration 11Q: 3 clusters Score -491609.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -491658.468750 Penalty: 2912.902344
	Iteration 12Q: 3 clusters Score -491658.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -491688.250000 Penalty: 2912.902344
	Iteration 13Q: 3 clusters Score -491688.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -491714.593750 Penalty: 2912.902344
	Iteration 14Q: 3 clusters Score -491714.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -491732.031250 Penalty: 2912.902344
	Iteration 15Q: 3 clusters Score -491732 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -491743.406250 Penalty: 2912.902344
	Iteration 16Q: 3 clusters Score -491743.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -491751.312500 Penalty: 2912.902344
	Iteration 17Q: 3 clusters Score -491751.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -491755.250000 Penalty: 2912.902344
	Iteration 18Q: 3 clusters Score -491755.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -491760.187500 Penalty: 2912.902344
	Iteration 19Q: 3 clusters Score -491760.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -491763.937500 Penalty: 2912.902344
	Iteration 20F: 3 clusters Score -491763.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -491768.000000 Penalty: 2912.902344
	Iteration 21Q: 3 clusters Score -491768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -491769.156250 Penalty: 2912.902344
	Iteration 22Q: 3 clusters Score -491769.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -491768.906250 Penalty: 2912.902344
	Iteration 23Q: 3 clusters Score -491768.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -491771.156250 Penalty: 2912.902344
	Iteration 24Q: 3 clusters Score -491771.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -491771.281250 Penalty: 2912.902344
	Iteration 25Q: 3 clusters Score -491771.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -491772.937500 Penalty: 2912.902344
	Iteration 26Q: 3 clusters Score -491772.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -491773.562500 Penalty: 2912.902344
	Iteration 27Q: 3 clusters Score -491773.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -491773.250000 Penalty: 2912.902344
	Iteration 28Q: 3 clusters Score -491773.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -491774.156250 Penalty: 2912.902344
	Iteration 29Q: 3 clusters Score -491774.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -491774.500000 Penalty: 2912.902344
	Iteration 30Q: 3 clusters Score -491774.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -491774.406250 Penalty: 2912.902344
	Iteration 31Q: 3 clusters Score -491774.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -491774.406250 Penalty: 2912.902344
	Iteration 32F: 3 clusters Score -491774.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Entering Unmasked Estep 
Score: -312356.125000 Penalty: 1381.323730
	Iteration 0F: 2 clusters Score -312356.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -308471.843750 Penalty: 2762.647461
	Iteration 0F: 3 clusters Score -308471.8 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -309532.843750 Penalty: 2762.647461
	Iteration 1F: 3 clusters Score -309532.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -309704.031250 Penalty: 2762.647461
	Iteration 2F: 3 clusters Score -309704 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -309812.437500 Penalty: 2762.647461
	Iteration 3Q: 3 clusters Score -309812.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -309885.281250 Penalty: 2762.647461
	Iteration 4Q: 3 clusters Score -309885.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -309942.781250 Penalty: 2762.647461
	Iteration 5Q: 3 clusters Score -309942.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -310003.125000 Penalty: 2762.647461
	Iteration 6Q: 3 clusters Score -310003.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -310048.062500 Penalty: 2762.647461
	Iteration 7Q: 3 clusters Score -310048.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -310090.375000 Penalty: 2762.647461
	Iteration 8Q: 3 clusters Score -310090.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -310128.468750 Penalty: 2762.647461
	Iteration 9Q: 3 clusters Score -310128.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -310158.187500 Penalty: 2762.647461
	Iteration 10Q: 3 clusters Score -310158.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -310189.687500 Penalty: 2762.647461
	Iteration 11Q: 3 clusters Score -310189.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -310227.687500 Penalty: 2762.647461
	Iteration 12Q: 3 clusters Score -310227.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -310264.250000 Penalty: 2762.647461
	Iteration 13Q: 3 clusters Score -310264.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -310294.906250 Penalty: 2762.647461
	Iteration 14Q: 3 clusters Score -310294.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -310324.437500 Penalty: 2762.647461
	Iteration 15Q: 3 clusters Score -310324.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -310354.625000 Penalty: 2762.647461
	Iteration 16Q: 3 clusters Score -310354.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -310393.343750 Penalty: 2762.647461
	Iteration 17Q: 3 clusters Score -310393.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -310437.375000 Penalty: 2762.647461
	Iteration 18Q: 3 clusters Score -310437.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -310489.156250 Penalty: 2762.647461
	Iteration 19Q: 3 clusters Score -310489.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -310535.531250 Penalty: 2762.647461
	Iteration 20F: 3 clusters Score -310535.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -310578.875000 Penalty: 2762.647461
	Iteration 21Q: 3 clusters Score -310578.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -310619.250000 Penalty: 2762.647461
	Iteration 22Q: 3 clusters Score -310619.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -310657.906250 Penalty: 2762.647461
	Iteration 23Q: 3 clusters Score -310657.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -310691.031250 Penalty: 2762.647461
	Iteration 24Q: 3 clusters Score -310691 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -310713.218750 Penalty: 2762.647461
	Iteration 25Q: 3 clusters Score -310713.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -310732.531250 Penalty: 2762.647461
	Iteration 26Q: 3 clusters Score -310732.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -310754.468750 Penalty: 2762.647461
	Iteration 27Q: 3 clusters Score -310754.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -310777.281250 Penalty: 2762.647461
	Iteration 28Q: 3 clusters Score -310777.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -310807.781250 Penalty: 2762.647461
	Iteration 29Q: 3 clusters Score -310807.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -310836.343750 Penalty: 2762.647461
	Iteration 30Q: 3 clusters Score -310836.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -310867.812500 Penalty: 2762.647461
	Iteration 31Q: 3 clusters Score -310867.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -310895.250000 Penalty: 2762.647461
	Iteration 32Q: 3 clusters Score -310895.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -310923.781250 Penalty: 2762.647461
	Iteration 33Q: 3 clusters Score -310923.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -310954.062500 Penalty: 2762.647461
	Iteration 34Q: 3 clusters Score -310954.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -310978.000000 Penalty: 2762.647461
	Iteration 35Q: 3 clusters Score -310978 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -310996.937500 Penalty: 2762.647461
	Iteration 36Q: 3 clusters Score -310996.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -311010.000000 Penalty: 2762.647461
	Iteration 37Q: 3 clusters Score -311010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -311018.968750 Penalty: 2762.647461
	Iteration 38Q: 3 clusters Score -311019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -311025.000000 Penalty: 2762.647461
	Iteration 39Q: 3 clusters Score -311025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -311031.968750 Penalty: 2762.647461
	Iteration 40F: 3 clusters Score -311032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -311037.562500 Penalty: 2762.647461
	Iteration 41Q: 3 clusters Score -311037.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -311043.687500 Penalty: 2762.647461
	Iteration 42Q: 3 clusters Score -311043.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -311048.687500 Penalty: 2762.647461
	Iteration 43Q: 3 clusters Score -311048.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -311053.343750 Penalty: 2762.647461
	Iteration 44Q: 3 clusters Score -311053.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -311058.750000 Penalty: 2762.647461
	Iteration 45Q: 3 clusters Score -311058.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -311062.781250 Penalty: 2762.647461
	Iteration 46Q: 3 clusters Score -311062.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -311064.937500 Penalty: 2762.647461
	Iteration 47Q: 3 clusters Score -311064.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -311069.531250 Penalty: 2762.647461
	Iteration 48Q: 3 clusters Score -311069.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -311077.937500 Penalty: 2762.647461
	Iteration 49Q: 3 clusters Score -311077.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -311086.875000 Penalty: 2762.647461
	Iteration 50Q: 3 clusters Score -311086.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -311091.843750 Penalty: 2762.647461
	Iteration 51Q: 3 clusters Score -311091.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -311095.875000 Penalty: 2762.647461
	Iteration 52Q: 3 clusters Score -311095.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -311098.343750 Penalty: 2762.647461
	Iteration 53Q: 3 clusters Score -311098.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -311100.125000 Penalty: 2762.647461
	Iteration 54Q: 3 clusters Score -311100.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -311101.031250 Penalty: 2762.647461
	Iteration 55Q: 3 clusters Score -311101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -311102.562500 Penalty: 2762.647461
	Iteration 56Q: 3 clusters Score -311102.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -311106.375000 Penalty: 2762.647461
	Iteration 57Q: 3 clusters Score -311106.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -311109.968750 Penalty: 2762.647461
	Iteration 58Q: 3 clusters Score -311110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -311114.312500 Penalty: 2762.647461
	Iteration 59Q: 3 clusters Score -311114.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -311114.937500 Penalty: 2762.647461
	Iteration 60F: 3 clusters Score -311114.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Entering Unmasked Estep 
Score: -470746.375000 Penalty: 1444.736450
	Iteration 0F: 2 clusters Score -470746.4 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 3640 members 
Entering Unmasked Estep 
Score: -465340.000000 Penalty: 2889.472900
	Iteration 0F: 3 clusters Score -465340 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -466964.875000 Penalty: 2889.472900
	Iteration 1F: 3 clusters Score -466964.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -467160.656250 Penalty: 2889.472900
	Iteration 2F: 3 clusters Score -467160.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -467309.625000 Penalty: 2889.472900
	Iteration 3Q: 3 clusters Score -467309.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -467424.250000 Penalty: 2889.472900
	Iteration 4Q: 3 clusters Score -467424.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -467500.812500 Penalty: 2889.472900
	Iteration 5Q: 3 clusters Score -467500.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -467557.562500 Penalty: 2889.472900
	Iteration 6Q: 3 clusters Score -467557.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -467595.593750 Penalty: 2889.472900
	Iteration 7Q: 3 clusters Score -467595.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -467624.187500 Penalty: 2889.472900
	Iteration 8Q: 3 clusters Score -467624.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -467648.968750 Penalty: 2889.472900
	Iteration 9Q: 3 clusters Score -467649 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -467674.750000 Penalty: 2889.472900
	Iteration 10Q: 3 clusters Score -467674.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -467698.000000 Penalty: 2889.472900
	Iteration 11Q: 3 clusters Score -467698 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -467727.062500 Penalty: 2889.472900
	Iteration 12Q: 3 clusters Score -467727.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -467759.531250 Penalty: 2889.472900
	Iteration 13Q: 3 clusters Score -467759.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -467792.718750 Penalty: 2889.472900
	Iteration 14Q: 3 clusters Score -467792.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -467836.250000 Penalty: 2889.472900
	Iteration 15Q: 3 clusters Score -467836.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -467889.343750 Penalty: 2889.472900
	Iteration 16Q: 3 clusters Score -467889.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -467960.187500 Penalty: 2889.472900
	Iteration 17Q: 3 clusters Score -467960.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -468038.625000 Penalty: 2889.472900
	Iteration 18Q: 3 clusters Score -468038.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -468148.906250 Penalty: 2889.472900
	Iteration 19Q: 3 clusters Score -468148.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -468286.250000 Penalty: 2889.472900
	Iteration 20F: 3 clusters Score -468286.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -468449.093750 Penalty: 2889.472900
	Iteration 21Q: 3 clusters Score -468449.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -468610.656250 Penalty: 2889.472900
	Iteration 22Q: 3 clusters Score -468610.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -468765.031250 Penalty: 2889.472900
	Iteration 23Q: 3 clusters Score -468765 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -468911.906250 Penalty: 2889.472900
	Iteration 24Q: 3 clusters Score -468911.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -469022.187500 Penalty: 2889.472900
	Iteration 25Q: 3 clusters Score -469022.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -469111.468750 Penalty: 2889.472900
	Iteration 26Q: 3 clusters Score -469111.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -469188.281250 Penalty: 2889.472900
	Iteration 27Q: 3 clusters Score -469188.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -469249.281250 Penalty: 2889.472900
	Iteration 28Q: 3 clusters Score -469249.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -469289.687500 Penalty: 2889.472900
	Iteration 29Q: 3 clusters Score -469289.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -469327.937500 Penalty: 2889.472900
	Iteration 30Q: 3 clusters Score -469327.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -469351.500000 Penalty: 2889.472900
	Iteration 31Q: 3 clusters Score -469351.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -469371.187500 Penalty: 2889.472900
	Iteration 32Q: 3 clusters Score -469371.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -469387.250000 Penalty: 2889.472900
	Iteration 33Q: 3 clusters Score -469387.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -469403.375000 Penalty: 2889.472900
	Iteration 34Q: 3 clusters Score -469403.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -469419.906250 Penalty: 2889.472900
	Iteration 35Q: 3 clusters Score -469419.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -469436.906250 Penalty: 2889.472900
	Iteration 36Q: 3 clusters Score -469436.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -469451.343750 Penalty: 2889.472900
	Iteration 37Q: 3 clusters Score -469451.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -469466.750000 Penalty: 2889.472900
	Iteration 38Q: 3 clusters Score -469466.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -469476.125000 Penalty: 2889.472900
	Iteration 39Q: 3 clusters Score -469476.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -469481.687500 Penalty: 2889.472900
	Iteration 40F: 3 clusters Score -469481.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -469483.187500 Penalty: 2889.472900
	Iteration 41Q: 3 clusters Score -469483.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -469486.812500 Penalty: 2889.472900
	Iteration 42Q: 3 clusters Score -469486.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -469486.812500 Penalty: 2889.472900
	Iteration 43F: 3 clusters Score -469486.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Entering Unmasked Estep 
Score: -316767.031250 Penalty: 1404.993530
	Iteration 0F: 2 clusters Score -316767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -312387.968750 Penalty: 2809.987061
	Iteration 0F: 3 clusters Score -312388 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -313754.531250 Penalty: 2809.987061
	Iteration 1F: 3 clusters Score -313754.5 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -314033.031250 Penalty: 2809.987061
	Iteration 2F: 3 clusters Score -314033 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -314231.718750 Penalty: 2809.987061
	Iteration 3F: 3 clusters Score -314231.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -314412.687500 Penalty: 2809.987061
	Iteration 4Q: 3 clusters Score -314412.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -314599.437500 Penalty: 2809.987061
	Iteration 5Q: 3 clusters Score -314599.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -314778.343750 Penalty: 2809.987061
	Iteration 6Q: 3 clusters Score -314778.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -314918.343750 Penalty: 2809.987061
	Iteration 7Q: 3 clusters Score -314918.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -315024.031250 Penalty: 2809.987061
	Iteration 8Q: 3 clusters Score -315024 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -315110.875000 Penalty: 2809.987061
	Iteration 9Q: 3 clusters Score -315110.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -315182.312500 Penalty: 2809.987061
	Iteration 10Q: 3 clusters Score -315182.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -315239.218750 Penalty: 2809.987061
	Iteration 11Q: 3 clusters Score -315239.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -315292.875000 Penalty: 2809.987061
	Iteration 12Q: 3 clusters Score -315292.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -315350.281250 Penalty: 2809.987061
	Iteration 13Q: 3 clusters Score -315350.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -315413.312500 Penalty: 2809.987061
	Iteration 14Q: 3 clusters Score -315413.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -315466.718750 Penalty: 2809.987061
	Iteration 15Q: 3 clusters Score -315466.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -315514.156250 Penalty: 2809.987061
	Iteration 16Q: 3 clusters Score -315514.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -315563.156250 Penalty: 2809.987061
	Iteration 17Q: 3 clusters Score -315563.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -315605.343750 Penalty: 2809.987061
	Iteration 18Q: 3 clusters Score -315605.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -315648.062500 Penalty: 2809.987061
	Iteration 19Q: 3 clusters Score -315648.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -315698.656250 Penalty: 2809.987061
	Iteration 20F: 3 clusters Score -315698.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -315747.281250 Penalty: 2809.987061
	Iteration 21Q: 3 clusters Score -315747.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -315779.687500 Penalty: 2809.987061
	Iteration 22Q: 3 clusters Score -315779.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -315804.281250 Penalty: 2809.987061
	Iteration 23Q: 3 clusters Score -315804.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -315828.156250 Penalty: 2809.987061
	Iteration 24Q: 3 clusters Score -315828.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -315846.312500 Penalty: 2809.987061
	Iteration 25Q: 3 clusters Score -315846.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -315856.500000 Penalty: 2809.987061
	Iteration 26Q: 3 clusters Score -315856.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -315865.531250 Penalty: 2809.987061
	Iteration 27Q: 3 clusters Score -315865.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -315877.125000 Penalty: 2809.987061
	Iteration 28Q: 3 clusters Score -315877.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -315884.812500 Penalty: 2809.987061
	Iteration 29Q: 3 clusters Score -315884.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -315893.437500 Penalty: 2809.987061
	Iteration 30Q: 3 clusters Score -315893.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -315903.156250 Penalty: 2809.987061
	Iteration 31Q: 3 clusters Score -315903.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -315912.406250 Penalty: 2809.987061
	Iteration 32Q: 3 clusters Score -315912.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -315915.593750 Penalty: 2809.987061
	Iteration 33Q: 3 clusters Score -315915.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -315918.968750 Penalty: 2809.987061
	Iteration 34Q: 3 clusters Score -315919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -315921.812500 Penalty: 2809.987061
	Iteration 35Q: 3 clusters Score -315921.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -315923.250000 Penalty: 2809.987061
	Iteration 36Q: 3 clusters Score -315923.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -315926.312500 Penalty: 2809.987061
	Iteration 37Q: 3 clusters Score -315926.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -315928.156250 Penalty: 2809.987061
	Iteration 38Q: 3 clusters Score -315928.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -315928.531250 Penalty: 2809.987061
	Iteration 39Q: 3 clusters Score -315928.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -315929.218750 Penalty: 2809.987061
	Iteration 40F: 3 clusters Score -315929.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Entering Unmasked Estep 
Score: -222824.968750 Penalty: 1327.010132
	Iteration 0F: 2 clusters Score -222825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -219786.062500 Penalty: 2654.020264
	Iteration 0F: 3 clusters Score -219786.1 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -220506.968750 Penalty: 2654.020264
	Iteration 1F: 3 clusters Score -220507 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -220621.859375 Penalty: 2654.020264
	Iteration 2F: 3 clusters Score -220621.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -220695.062500 Penalty: 2654.020264
	Iteration 3Q: 3 clusters Score -220695.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -220747.812500 Penalty: 2654.020264
	Iteration 4Q: 3 clusters Score -220747.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -220798.875000 Penalty: 2654.020264
	Iteration 5Q: 3 clusters Score -220798.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -220837.953125 Penalty: 2654.020264
	Iteration 6Q: 3 clusters Score -220838 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -220867.953125 Penalty: 2654.020264
	Iteration 7Q: 3 clusters Score -220868 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -220895.140625 Penalty: 2654.020264
	Iteration 8Q: 3 clusters Score -220895.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -220919.984375 Penalty: 2654.020264
	Iteration 9Q: 3 clusters Score -220920 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -220952.281250 Penalty: 2654.020264
	Iteration 10Q: 3 clusters Score -220952.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -220991.796875 Penalty: 2654.020264
	Iteration 11Q: 3 clusters Score -220991.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -221031.875000 Penalty: 2654.020264
	Iteration 12Q: 3 clusters Score -221031.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -221071.218750 Penalty: 2654.020264
	Iteration 13Q: 3 clusters Score -221071.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -221117.484375 Penalty: 2654.020264
	Iteration 14Q: 3 clusters Score -221117.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -221168.015625 Penalty: 2654.020264
	Iteration 15Q: 3 clusters Score -221168 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -221204.937500 Penalty: 2654.020264
	Iteration 16Q: 3 clusters Score -221204.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -221228.062500 Penalty: 2654.020264
	Iteration 17Q: 3 clusters Score -221228.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -221241.812500 Penalty: 2654.020264
	Iteration 18Q: 3 clusters Score -221241.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -221256.343750 Penalty: 2654.020264
	Iteration 19Q: 3 clusters Score -221256.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -221267.296875 Penalty: 2654.020264
	Iteration 20F: 3 clusters Score -221267.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -221276.796875 Penalty: 2654.020264
	Iteration 21Q: 3 clusters Score -221276.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -221284.750000 Penalty: 2654.020264
	Iteration 22Q: 3 clusters Score -221284.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -221291.328125 Penalty: 2654.020264
	Iteration 23Q: 3 clusters Score -221291.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -221303.406250 Penalty: 2654.020264
	Iteration 24Q: 3 clusters Score -221303.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -221320.687500 Penalty: 2654.020264
	Iteration 25Q: 3 clusters Score -221320.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -221336.031250 Penalty: 2654.020264
	Iteration 26Q: 3 clusters Score -221336 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -221352.000000 Penalty: 2654.020264
	Iteration 27Q: 3 clusters Score -221352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -221362.546875 Penalty: 2654.020264
	Iteration 28Q: 3 clusters Score -221362.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -221373.343750 Penalty: 2654.020264
	Iteration 29Q: 3 clusters Score -221373.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -221381.718750 Penalty: 2654.020264
	Iteration 30Q: 3 clusters Score -221381.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -221394.078125 Penalty: 2654.020264
	Iteration 31Q: 3 clusters Score -221394.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -221402.781250 Penalty: 2654.020264
	Iteration 32Q: 3 clusters Score -221402.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -221411.578125 Penalty: 2654.020264
	Iteration 33Q: 3 clusters Score -221411.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -221420.468750 Penalty: 2654.020264
	Iteration 34Q: 3 clusters Score -221420.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -221430.296875 Penalty: 2654.020264
	Iteration 35Q: 3 clusters Score -221430.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -221439.062500 Penalty: 2654.020264
	Iteration 36Q: 3 clusters Score -221439.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -221448.375000 Penalty: 2654.020264
	Iteration 37Q: 3 clusters Score -221448.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -221463.359375 Penalty: 2654.020264
	Iteration 38Q: 3 clusters Score -221463.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -221477.859375 Penalty: 2654.020264
	Iteration 39Q: 3 clusters Score -221477.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -221488.531250 Penalty: 2654.020264
	Iteration 40F: 3 clusters Score -221488.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -221503.125000 Penalty: 2654.020264
	Iteration 41Q: 3 clusters Score -221503.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -221513.203125 Penalty: 2654.020264
	Iteration 42Q: 3 clusters Score -221513.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -221524.593750 Penalty: 2654.020264
	Iteration 43Q: 3 clusters Score -221524.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -221534.828125 Penalty: 2654.020264
	Iteration 44Q: 3 clusters Score -221534.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -221549.171875 Penalty: 2654.020264
	Iteration 45Q: 3 clusters Score -221549.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -221564.421875 Penalty: 2654.020264
	Iteration 46Q: 3 clusters Score -221564.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -221579.656250 Penalty: 2654.020264
	Iteration 47Q: 3 clusters Score -221579.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -221594.421875 Penalty: 2654.020264
	Iteration 48Q: 3 clusters Score -221594.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -221605.281250 Penalty: 2654.020264
	Iteration 49Q: 3 clusters Score -221605.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -221614.765625 Penalty: 2654.020264
	Iteration 50Q: 3 clusters Score -221614.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -221623.515625 Penalty: 2654.020264
	Iteration 51Q: 3 clusters Score -221623.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -221629.781250 Penalty: 2654.020264
	Iteration 52Q: 3 clusters Score -221629.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -221638.578125 Penalty: 2654.020264
	Iteration 53Q: 3 clusters Score -221638.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -221643.750000 Penalty: 2654.020264
	Iteration 54Q: 3 clusters Score -221643.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -221646.515625 Penalty: 2654.020264
	Iteration 55Q: 3 clusters Score -221646.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -221649.937500 Penalty: 2654.020264
	Iteration 56Q: 3 clusters Score -221649.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -221651.578125 Penalty: 2654.020264
	Iteration 57Q: 3 clusters Score -221651.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -221651.718750 Penalty: 2654.020264
	Iteration 58Q: 3 clusters Score -221651.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -221651.718750 Penalty: 2654.020264
	Iteration 59F: 3 clusters Score -221651.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Entering Unmasked Estep 
Score: -335804.000000 Penalty: 1384.173828
	Iteration 0F: 2 clusters Score -335804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -331777.031250 Penalty: 2768.347656
	Iteration 0F: 3 clusters Score -331777 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -332847.531250 Penalty: 2768.347656
	Iteration 1F: 3 clusters Score -332847.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -333051.406250 Penalty: 2768.347656
	Iteration 2F: 3 clusters Score -333051.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -333194.031250 Penalty: 2768.347656
	Iteration 3F: 3 clusters Score -333194 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -333320.375000 Penalty: 2768.347656
	Iteration 4Q: 3 clusters Score -333320.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -333423.531250 Penalty: 2768.347656
	Iteration 5Q: 3 clusters Score -333423.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -333509.250000 Penalty: 2768.347656
	Iteration 6Q: 3 clusters Score -333509.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -333575.187500 Penalty: 2768.347656
	Iteration 7Q: 3 clusters Score -333575.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -333650.218750 Penalty: 2768.347656
	Iteration 8Q: 3 clusters Score -333650.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -333738.593750 Penalty: 2768.347656
	Iteration 9Q: 3 clusters Score -333738.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -333846.843750 Penalty: 2768.347656
	Iteration 10Q: 3 clusters Score -333846.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -333953.406250 Penalty: 2768.347656
	Iteration 11Q: 3 clusters Score -333953.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -334065.312500 Penalty: 2768.347656
	Iteration 12Q: 3 clusters Score -334065.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -334159.875000 Penalty: 2768.347656
	Iteration 13Q: 3 clusters Score -334159.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -334269.750000 Penalty: 2768.347656
	Iteration 14Q: 3 clusters Score -334269.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -334369.250000 Penalty: 2768.347656
	Iteration 15Q: 3 clusters Score -334369.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -334441.468750 Penalty: 2768.347656
	Iteration 16Q: 3 clusters Score -334441.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -334485.218750 Penalty: 2768.347656
	Iteration 17Q: 3 clusters Score -334485.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -334517.031250 Penalty: 2768.347656
	Iteration 18Q: 3 clusters Score -334517 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -334537.750000 Penalty: 2768.347656
	Iteration 19Q: 3 clusters Score -334537.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -334556.218750 Penalty: 2768.347656
	Iteration 20F: 3 clusters Score -334556.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -334569.500000 Penalty: 2768.347656
	Iteration 21Q: 3 clusters Score -334569.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -334578.468750 Penalty: 2768.347656
	Iteration 22Q: 3 clusters Score -334578.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -334584.687500 Penalty: 2768.347656
	Iteration 23Q: 3 clusters Score -334584.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -334590.187500 Penalty: 2768.347656
	Iteration 24Q: 3 clusters Score -334590.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -334594.468750 Penalty: 2768.347656
	Iteration 25Q: 3 clusters Score -334594.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -334598.156250 Penalty: 2768.347656
	Iteration 26Q: 3 clusters Score -334598.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -334601.562500 Penalty: 2768.347656
	Iteration 27Q: 3 clusters Score -334601.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -334602.562500 Penalty: 2768.347656
	Iteration 28Q: 3 clusters Score -334602.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -334605.125000 Penalty: 2768.347656
	Iteration 29Q: 3 clusters Score -334605.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -334609.218750 Penalty: 2768.347656
	Iteration 30Q: 3 clusters Score -334609.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -334613.687500 Penalty: 2768.347656
	Iteration 31Q: 3 clusters Score -334613.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -334619.500000 Penalty: 2768.347656
	Iteration 32Q: 3 clusters Score -334619.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -334625.781250 Penalty: 2768.347656
	Iteration 33Q: 3 clusters Score -334625.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -334630.781250 Penalty: 2768.347656
	Iteration 34Q: 3 clusters Score -334630.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -334633.937500 Penalty: 2768.347656
	Iteration 35Q: 3 clusters Score -334633.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -334634.968750 Penalty: 2768.347656
	Iteration 36Q: 3 clusters Score -334635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -334636.125000 Penalty: 2768.347656
	Iteration 37Q: 3 clusters Score -334636.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -334638.625000 Penalty: 2768.347656
	Iteration 38Q: 3 clusters Score -334638.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -334639.968750 Penalty: 2768.347656
	Iteration 39Q: 3 clusters Score -334640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -334641.468750 Penalty: 2768.347656
	Iteration 40F: 3 clusters Score -334641.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -334642.187500 Penalty: 2768.347656
	Iteration 41Q: 3 clusters Score -334642.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -334642.625000 Penalty: 2768.347656
	Iteration 42Q: 3 clusters Score -334642.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -334642.968750 Penalty: 2768.347656
	Iteration 43Q: 3 clusters Score -334643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -334644.031250 Penalty: 2768.347656
	Iteration 44Q: 3 clusters Score -334644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -334644.156250 Penalty: 2768.347656
	Iteration 45Q: 3 clusters Score -334644.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -334644.156250 Penalty: 2768.347656
	Iteration 46F: 3 clusters Score -334644.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Entering Unmasked Estep 
Score: -97804.328125 Penalty: 1220.088745
	Iteration 0F: 2 clusters Score -97804.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -95839.257812 Penalty: 2440.177490
	Iteration 0F: 3 clusters Score -95839.26 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -96462.468750 Penalty: 2440.177490
	Iteration 1F: 3 clusters Score -96462.47 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -96854.500000 Penalty: 2440.177490
	Iteration 2F: 3 clusters Score -96854.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -97207.062500 Penalty: 2440.177490
	Iteration 3F: 3 clusters Score -97207.06 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -97776.515625 Penalty: 2440.177490
	Iteration 4F: 3 clusters Score -97776.52 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -98596.953125 Penalty: 2440.177490
	Iteration 5F: 3 clusters Score -98596.95 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -99408.468750 Penalty: 2440.177490
	Iteration 6F: 3 clusters Score -99408.47 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -100070.101562 Penalty: 2440.177490
	Iteration 7F: 3 clusters Score -100070.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -100477.171875 Penalty: 2440.177490
	Iteration 8Q: 3 clusters Score -100477.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -100508.851562 Penalty: 2440.177490
	Iteration 9Q: 3 clusters Score -100508.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -100516.429688 Penalty: 2440.177490
	Iteration 10Q: 3 clusters Score -100516.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -100521.046875 Penalty: 2440.177490
	Iteration 11Q: 3 clusters Score -100521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -100521.757812 Penalty: 2440.177490
	Iteration 12Q: 3 clusters Score -100521.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -100521.757812 Penalty: 2440.177490
	Iteration 13F: 3 clusters Score -100521.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76502 members 
Mstep: Class 2 contains 1961 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 5 contains 7227 members 
Mstep: Class 6 contains 492649 members 
Mstep: Class 7 contains 16193 members 
Mstep: Class 9 contains 5618 members 
Mstep: Class 10 contains 32130 members 
Mstep: Class 11 contains 6295 members 
Mstep: Class 12 contains 7807 members 
Mstep: Class 13 contains 4917 members 
Mstep: Class 14 contains 7264 members 
Mstep: Class 15 contains 5688 members 
Mstep: Class 16 contains 3520 members 
Mstep: Class 17 contains 5004 members 
Mstep: Class 18 contains 875 members 
Mstep: Class 20 contains 5749 members 
Entering Unmasked Estep 
Score: -42188360.000000 Penalty: 37101.382812
Splitting cluster 18 changes total score from -42186452.000000 to -42188360.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 20 (5749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Entering Unmasked Estep 
Score: -376969.062500 Penalty: 1406.726929
	Iteration 0F: 2 clusters Score -376969.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -372523.812500 Penalty: 2813.453857
	Iteration 0F: 3 clusters Score -372523.8 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -373732.593750 Penalty: 2813.453857
	Iteration 1F: 3 clusters Score -373732.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -373882.656250 Penalty: 2813.453857
	Iteration 2F: 3 clusters Score -373882.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -373974.000000 Penalty: 2813.453857
	Iteration 3Q: 3 clusters Score -373974 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -374054.843750 Penalty: 2813.453857
	Iteration 4Q: 3 clusters Score -374054.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -374121.812500 Penalty: 2813.453857
	Iteration 5Q: 3 clusters Score -374121.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -374185.593750 Penalty: 2813.453857
	Iteration 6Q: 3 clusters Score -374185.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -374250.218750 Penalty: 2813.453857
	Iteration 7Q: 3 clusters Score -374250.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -374321.843750 Penalty: 2813.453857
	Iteration 8Q: 3 clusters Score -374321.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -374404.156250 Penalty: 2813.453857
	Iteration 9Q: 3 clusters Score -374404.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -374529.593750 Penalty: 2813.453857
	Iteration 10Q: 3 clusters Score -374529.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -374684.812500 Penalty: 2813.453857
	Iteration 11Q: 3 clusters Score -374684.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -374847.750000 Penalty: 2813.453857
	Iteration 12Q: 3 clusters Score -374847.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -375023.312500 Penalty: 2813.453857
	Iteration 13Q: 3 clusters Score -375023.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -375164.281250 Penalty: 2813.453857
	Iteration 14Q: 3 clusters Score -375164.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -375264.125000 Penalty: 2813.453857
	Iteration 15Q: 3 clusters Score -375264.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -375341.781250 Penalty: 2813.453857
	Iteration 16Q: 3 clusters Score -375341.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -375409.843750 Penalty: 2813.453857
	Iteration 17Q: 3 clusters Score -375409.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -375485.250000 Penalty: 2813.453857
	Iteration 18Q: 3 clusters Score -375485.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -375537.156250 Penalty: 2813.453857
	Iteration 19Q: 3 clusters Score -375537.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -375570.656250 Penalty: 2813.453857
	Iteration 20F: 3 clusters Score -375570.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -375595.281250 Penalty: 2813.453857
	Iteration 21Q: 3 clusters Score -375595.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -375609.812500 Penalty: 2813.453857
	Iteration 22Q: 3 clusters Score -375609.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -375626.906250 Penalty: 2813.453857
	Iteration 23Q: 3 clusters Score -375626.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -375646.375000 Penalty: 2813.453857
	Iteration 24Q: 3 clusters Score -375646.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -375657.687500 Penalty: 2813.453857
	Iteration 25Q: 3 clusters Score -375657.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -375670.468750 Penalty: 2813.453857
	Iteration 26Q: 3 clusters Score -375670.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -375679.218750 Penalty: 2813.453857
	Iteration 27Q: 3 clusters Score -375679.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -375686.437500 Penalty: 2813.453857
	Iteration 28Q: 3 clusters Score -375686.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -375695.593750 Penalty: 2813.453857
	Iteration 29Q: 3 clusters Score -375695.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -375701.281250 Penalty: 2813.453857
	Iteration 30Q: 3 clusters Score -375701.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -375710.625000 Penalty: 2813.453857
	Iteration 31Q: 3 clusters Score -375710.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -375714.531250 Penalty: 2813.453857
	Iteration 32Q: 3 clusters Score -375714.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -375722.000000 Penalty: 2813.453857
	Iteration 33Q: 3 clusters Score -375722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -375729.562500 Penalty: 2813.453857
	Iteration 34Q: 3 clusters Score -375729.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -375738.843750 Penalty: 2813.453857
	Iteration 35Q: 3 clusters Score -375738.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -375748.312500 Penalty: 2813.453857
	Iteration 36Q: 3 clusters Score -375748.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -375760.062500 Penalty: 2813.453857
	Iteration 37Q: 3 clusters Score -375760.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -375772.156250 Penalty: 2813.453857
	Iteration 38Q: 3 clusters Score -375772.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -375778.250000 Penalty: 2813.453857
	Iteration 39Q: 3 clusters Score -375778.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -375781.531250 Penalty: 2813.453857
	Iteration 40F: 3 clusters Score -375781.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -375785.281250 Penalty: 2813.453857
	Iteration 41Q: 3 clusters Score -375785.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -375790.687500 Penalty: 2813.453857
	Iteration 42Q: 3 clusters Score -375790.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -375794.375000 Penalty: 2813.453857
	Iteration 43Q: 3 clusters Score -375794.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -375797.437500 Penalty: 2813.453857
	Iteration 44Q: 3 clusters Score -375797.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -375797.437500 Penalty: 2813.453857
	Iteration 45F: 3 clusters Score -375797.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76502 members 
Mstep: Class 2 contains 1961 members 
Mstep: Class 5 contains 7227 members 
Mstep: Class 6 contains 492649 members 
Mstep: Class 7 contains 16193 members 
Mstep: Class 9 contains 5618 members 
Mstep: Class 10 contains 32130 members 
Mstep: Class 11 contains 6295 members 
Mstep: Class 12 contains 7807 members 
Mstep: Class 13 contains 4917 members 
Mstep: Class 14 contains 7264 members 
Mstep: Class 15 contains 5688 members 
Mstep: Class 16 contains 3520 members 
Mstep: Class 17 contains 5004 members 
Mstep: Class 18 contains 875 members 
Mstep: Class 20 contains 5749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42188852.000000 Penalty: 37101.382812
Iteration 39Q: 18 clusters Score -4.218885e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76498 members 
Mstep: Class 2 contains 1971 members 
Mstep: Class 3 contains 914 members 
Mstep: Class 5 contains 7197 members 
Mstep: Class 6 contains 492731 members 
Mstep: Class 7 contains 16142 members 
Mstep: Class 9 contains 5444 members 
Mstep: Class 10 contains 31924 members 
Mstep: Class 11 contains 6275 members 
Mstep: Class 12 contains 7626 members 
Mstep: Class 13 contains 4935 members 
Mstep: Class 14 contains 7452 members 
Mstep: Class 15 contains 5702 members 
Mstep: Class 16 contains 3543 members 
Mstep: Class 17 contains 5026 members 
Mstep: Class 18 contains 1135 members 
Mstep: Class 20 contains 5832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42190156.000000 Penalty: 37101.382812
Iteration 40F: 18 clusters Score -4.219016e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76500 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 5 contains 7146 members 
Mstep: Class 6 contains 492435 members 
Mstep: Class 7 contains 15858 members 
Mstep: Class 9 contains 5292 members 
Mstep: Class 10 contains 31670 members 
Mstep: Class 11 contains 6272 members 
Mstep: Class 12 contains 7626 members 
Mstep: Class 13 contains 4964 members 
Mstep: Class 14 contains 7801 members 
Mstep: Class 15 contains 5679 members 
Mstep: Class 16 contains 3563 members 
Mstep: Class 17 contains 5325 members 
Mstep: Class 18 contains 1263 members 
Mstep: Class 20 contains 5927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42190792.000000 Penalty: 37101.382812
Iteration 41Q: 18 clusters Score -4.219079e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76489 members 
Mstep: Class 2 contains 1964 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 5 contains 7101 members 
Mstep: Class 6 contains 492171 members 
Mstep: Class 7 contains 15678 members 
Mstep: Class 9 contains 5139 members 
Mstep: Class 10 contains 31443 members 
Mstep: Class 11 contains 6261 members 
Mstep: Class 12 contains 7643 members 
Mstep: Class 13 contains 4996 members 
Mstep: Class 14 contains 8107 members 
Mstep: Class 15 contains 5681 members 
Mstep: Class 16 contains 3577 members 
Mstep: Class 17 contains 5563 members 
Mstep: Class 18 contains 1368 members 
Mstep: Class 20 contains 6018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42191172.000000 Penalty: 37101.382812
Iteration 42Q: 18 clusters Score -4.219117e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76488 members 
Mstep: Class 2 contains 1966 members 
Mstep: Class 3 contains 1201 members 
Mstep: Class 5 contains 7059 members 
Mstep: Class 6 contains 491961 members 
Mstep: Class 7 contains 15535 members 
Mstep: Class 9 contains 4985 members 
Mstep: Class 10 contains 31263 members 
Mstep: Class 11 contains 6239 members 
Mstep: Class 12 contains 7652 members 
Mstep: Class 13 contains 5018 members 
Mstep: Class 14 contains 8387 members 
Mstep: Class 15 contains 5682 members 
Mstep: Class 16 contains 3587 members 
Mstep: Class 17 contains 5752 members 
Mstep: Class 18 contains 1459 members 
Mstep: Class 20 contains 6113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42191568.000000 Penalty: 37101.382812
Iteration 43Q: 18 clusters Score -4.219157e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76480 members 
Mstep: Class 2 contains 1973 members 
Mstep: Class 3 contains 1235 members 
Mstep: Class 5 contains 7028 members 
Mstep: Class 6 contains 491776 members 
Mstep: Class 7 contains 15434 members 
Mstep: Class 9 contains 4861 members 
Mstep: Class 10 contains 31093 members 
Mstep: Class 11 contains 6229 members 
Mstep: Class 12 contains 7681 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 8608 members 
Mstep: Class 15 contains 5677 members 
Mstep: Class 16 contains 3603 members 
Mstep: Class 17 contains 5915 members 
Mstep: Class 18 contains 1515 members 
Mstep: Class 20 contains 6205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42191764.000000 Penalty: 37101.382812
Iteration 44Q: 18 clusters Score -4.219176e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76472 members 
Mstep: Class 2 contains 1973 members 
Mstep: Class 3 contains 1270 members 
Mstep: Class 5 contains 7001 members 
Mstep: Class 6 contains 491606 members 
Mstep: Class 7 contains 15330 members 
Mstep: Class 9 contains 4728 members 
Mstep: Class 10 contains 30996 members 
Mstep: Class 11 contains 6223 members 
Mstep: Class 12 contains 7706 members 
Mstep: Class 13 contains 5052 members 
Mstep: Class 14 contains 8821 members 
Mstep: Class 15 contains 5664 members 
Mstep: Class 16 contains 3615 members 
Mstep: Class 17 contains 6041 members 
Mstep: Class 18 contains 1563 members 
Mstep: Class 20 contains 6286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42191880.000000 Penalty: 37101.382812
Iteration 45Q: 18 clusters Score -4.219188e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76474 members 
Mstep: Class 2 contains 1975 members 
Mstep: Class 3 contains 1295 members 
Mstep: Class 5 contains 6969 members 
Mstep: Class 6 contains 491425 members 
Mstep: Class 7 contains 15260 members 
Mstep: Class 9 contains 4623 members 
Mstep: Class 10 contains 30920 members 
Mstep: Class 11 contains 6211 members 
Mstep: Class 12 contains 7732 members 
Mstep: Class 13 contains 5059 members 
Mstep: Class 14 contains 9007 members 
Mstep: Class 15 contains 5652 members 
Mstep: Class 16 contains 3636 members 
Mstep: Class 17 contains 6147 members 
Mstep: Class 18 contains 1607 members 
Mstep: Class 20 contains 6355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42192088.000000 Penalty: 37101.382812
Iteration 46Q: 18 clusters Score -4.219209e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76481 members 
Mstep: Class 2 contains 1983 members 
Mstep: Class 3 contains 1303 members 
Mstep: Class 5 contains 6938 members 
Mstep: Class 6 contains 491250 members 
Mstep: Class 7 contains 15206 members 
Mstep: Class 9 contains 4522 members 
Mstep: Class 10 contains 30853 members 
Mstep: Class 11 contains 6198 members 
Mstep: Class 12 contains 7787 members 
Mstep: Class 13 contains 5071 members 
Mstep: Class 14 contains 9164 members 
Mstep: Class 15 contains 5640 members 
Mstep: Class 16 contains 3658 members 
Mstep: Class 17 contains 6241 members 
Mstep: Class 18 contains 1634 members 
Mstep: Class 20 contains 6418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42192208.000000 Penalty: 37101.382812
Iteration 47Q: 18 clusters Score -4.219221e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76468 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 1308 members 
Mstep: Class 5 contains 6911 members 
Mstep: Class 6 contains 491135 members 
Mstep: Class 7 contains 15160 members 
Mstep: Class 9 contains 4416 members 
Mstep: Class 10 contains 30757 members 
Mstep: Class 11 contains 6181 members 
Mstep: Class 12 contains 7861 members 
Mstep: Class 13 contains 5075 members 
Mstep: Class 14 contains 9305 members 
Mstep: Class 15 contains 5642 members 
Mstep: Class 16 contains 3688 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 1641 members 
Mstep: Class 20 contains 6478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42192304.000000 Penalty: 37101.382812
Iteration 48Q: 18 clusters Score -4.21923e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76458 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 5 contains 6887 members 
Mstep: Class 6 contains 491035 members 
Mstep: Class 7 contains 15123 members 
Mstep: Class 9 contains 4326 members 
Mstep: Class 10 contains 30688 members 
Mstep: Class 11 contains 6163 members 
Mstep: Class 12 contains 7928 members 
Mstep: Class 13 contains 5082 members 
Mstep: Class 14 contains 9430 members 
Mstep: Class 15 contains 5644 members 
Mstep: Class 16 contains 3719 members 
Mstep: Class 17 contains 6398 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 20 contains 6528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42192388.000000 Penalty: 37101.382812
Iteration 49Q: 18 clusters Score -4.219239e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76447 members 
Mstep: Class 2 contains 1994 members 
Mstep: Class 3 contains 1318 members 
Mstep: Class 5 contains 6860 members 
Mstep: Class 6 contains 490926 members 
Mstep: Class 7 contains 15087 members 
Mstep: Class 9 contains 4249 members 
Mstep: Class 10 contains 30635 members 
Mstep: Class 11 contains 6157 members 
Mstep: Class 12 contains 7974 members 
Mstep: Class 13 contains 5087 members 
Mstep: Class 14 contains 9550 members 
Mstep: Class 15 contains 5636 members 
Mstep: Class 16 contains 3740 members 
Mstep: Class 17 contains 6457 members 
Mstep: Class 18 contains 1640 members 
Mstep: Class 20 contains 6590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42192520.000000 Penalty: 37101.382812
Iteration 50Q: 18 clusters Score -4.219252e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76436 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 1321 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 490826 members 
Mstep: Class 7 contains 15061 members 
Mstep: Class 9 contains 4182 members 
Mstep: Class 10 contains 30566 members 
Mstep: Class 11 contains 6148 members 
Mstep: Class 12 contains 8026 members 
Mstep: Class 13 contains 5095 members 
Mstep: Class 14 contains 9642 members 
Mstep: Class 15 contains 5637 members 
Mstep: Class 16 contains 3754 members 
Mstep: Class 17 contains 6511 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 20 contains 6660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42192496.000000 Penalty: 37101.382812
Iteration 51Q: 18 clusters Score -4.21925e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76429 members 
Mstep: Class 2 contains 1995 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 5 contains 6812 members 
Mstep: Class 6 contains 490749 members 
Mstep: Class 7 contains 15023 members 
Mstep: Class 9 contains 4118 members 
Mstep: Class 10 contains 30513 members 
Mstep: Class 11 contains 6133 members 
Mstep: Class 12 contains 8082 members 
Mstep: Class 13 contains 5102 members 
Mstep: Class 14 contains 9731 members 
Mstep: Class 15 contains 5634 members 
Mstep: Class 16 contains 3776 members 
Mstep: Class 17 contains 6547 members 
Mstep: Class 18 contains 1654 members 
Mstep: Class 20 contains 6723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42192556.000000 Penalty: 37101.382812
Iteration 52Q: 18 clusters Score -4.219256e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76428 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 5 contains 6789 members 
Mstep: Class 6 contains 490701 members 
Mstep: Class 7 contains 14978 members 
Mstep: Class 9 contains 4054 members 
Mstep: Class 10 contains 30467 members 
Mstep: Class 11 contains 6134 members 
Mstep: Class 12 contains 8121 members 
Mstep: Class 13 contains 5107 members 
Mstep: Class 14 contains 9812 members 
Mstep: Class 15 contains 5626 members 
Mstep: Class 16 contains 3804 members 
Mstep: Class 17 contains 6570 members 
Mstep: Class 18 contains 1663 members 
Mstep: Class 20 contains 6774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42192652.000000 Penalty: 37101.382812
Iteration 53Q: 18 clusters Score -4.219265e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76422 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 1328 members 
Mstep: Class 5 contains 6781 members 
Mstep: Class 6 contains 490641 members 
Mstep: Class 7 contains 14939 members 
Mstep: Class 9 contains 3985 members 
Mstep: Class 10 contains 30411 members 
Mstep: Class 11 contains 6141 members 
Mstep: Class 12 contains 8178 members 
Mstep: Class 13 contains 5122 members 
Mstep: Class 14 contains 9881 members 
Mstep: Class 15 contains 5615 members 
Mstep: Class 16 contains 3835 members 
Mstep: Class 17 contains 6592 members 
Mstep: Class 18 contains 1664 members 
Mstep: Class 20 contains 6820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42192760.000000 Penalty: 37101.382812
Iteration 54Q: 18 clusters Score -4.219276e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76416 members 
Mstep: Class 2 contains 1988 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 5 contains 6776 members 
Mstep: Class 6 contains 490611 members 
Mstep: Class 7 contains 14900 members 
Mstep: Class 9 contains 3908 members 
Mstep: Class 10 contains 30349 members 
Mstep: Class 11 contains 6134 members 
Mstep: Class 12 contains 8227 members 
Mstep: Class 13 contains 5133 members 
Mstep: Class 14 contains 9936 members 
Mstep: Class 15 contains 5614 members 
Mstep: Class 16 contains 3866 members 
Mstep: Class 17 contains 6618 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 20 contains 6871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42192788.000000 Penalty: 37101.382812
Iteration 55Q: 18 clusters Score -4.219279e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76409 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 5 contains 6765 members 
Mstep: Class 6 contains 490579 members 
Mstep: Class 7 contains 14855 members 
Mstep: Class 9 contains 3843 members 
Mstep: Class 10 contains 30296 members 
Mstep: Class 11 contains 6131 members 
Mstep: Class 12 contains 8261 members 
Mstep: Class 13 contains 5147 members 
Mstep: Class 14 contains 9992 members 
Mstep: Class 15 contains 5615 members 
Mstep: Class 16 contains 3908 members 
Mstep: Class 17 contains 6637 members 
Mstep: Class 18 contains 1678 members 
Mstep: Class 20 contains 6914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42192784.000000 Penalty: 37101.382812
Iteration 56Q: 18 clusters Score -4.219278e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76410 members 
Mstep: Class 2 contains 1993 members 
Mstep: Class 3 contains 1328 members 
Mstep: Class 5 contains 6749 members 
Mstep: Class 6 contains 490554 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 9 contains 3784 members 
Mstep: Class 10 contains 30251 members 
Mstep: Class 11 contains 6138 members 
Mstep: Class 12 contains 8291 members 
Mstep: Class 13 contains 5158 members 
Mstep: Class 14 contains 10031 members 
Mstep: Class 15 contains 5609 members 
Mstep: Class 16 contains 3941 members 
Mstep: Class 17 contains 6648 members 
Mstep: Class 18 contains 1679 members 
Mstep: Class 20 contains 6971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42192792.000000 Penalty: 37101.382812
Iteration 57Q: 18 clusters Score -4.219279e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76410 members 
Mstep: Class 2 contains 1999 members 
Mstep: Class 3 contains 1330 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 490525 members 
Mstep: Class 7 contains 14778 members 
Mstep: Class 9 contains 3730 members 
Mstep: Class 10 contains 30208 members 
Mstep: Class 11 contains 6143 members 
Mstep: Class 12 contains 8313 members 
Mstep: Class 13 contains 5167 members 
Mstep: Class 14 contains 10071 members 
Mstep: Class 15 contains 5603 members 
Mstep: Class 16 contains 3972 members 
Mstep: Class 17 contains 6659 members 
Mstep: Class 18 contains 1686 members 
Mstep: Class 20 contains 7021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42192844.000000 Penalty: 37101.382812
Iteration 58Q: 18 clusters Score -4.219284e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76409 members 
Mstep: Class 2 contains 1998 members 
Mstep: Class 3 contains 1332 members 
Mstep: Class 5 contains 6714 members 
Mstep: Class 6 contains 490501 members 
Mstep: Class 7 contains 14736 members 
Mstep: Class 9 contains 3675 members 
Mstep: Class 10 contains 30176 members 
Mstep: Class 11 contains 6150 members 
Mstep: Class 12 contains 8332 members 
Mstep: Class 13 contains 5172 members 
Mstep: Class 14 contains 10101 members 
Mstep: Class 15 contains 5603 members 
Mstep: Class 16 contains 4013 members 
Mstep: Class 17 contains 6673 members 
Mstep: Class 18 contains 1692 members 
Mstep: Class 20 contains 7070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42192844.000000 Penalty: 37101.382812
Iteration 59Q: 18 clusters Score -4.219284e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76410 members 
Mstep: Class 2 contains 2000 members 
Mstep: Class 3 contains 1335 members 
Mstep: Class 5 contains 6695 members 
Mstep: Class 6 contains 490466 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 9 contains 3625 members 
Mstep: Class 10 contains 30143 members 
Mstep: Class 11 contains 6157 members 
Mstep: Class 12 contains 8353 members 
Mstep: Class 13 contains 5176 members 
Mstep: Class 14 contains 10136 members 
Mstep: Class 15 contains 5601 members 
Mstep: Class 16 contains 4055 members 
Mstep: Class 17 contains 6686 members 
Mstep: Class 18 contains 1697 members 
Mstep: Class 20 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42192928.000000 Penalty: 37101.382812
Iteration 60F: 18 clusters Score -4.219293e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76412 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 1336 members 
Mstep: Class 5 contains 6675 members 
Mstep: Class 6 contains 490429 members 
Mstep: Class 7 contains 14649 members 
Mstep: Class 9 contains 3573 members 
Mstep: Class 10 contains 30123 members 
Mstep: Class 11 contains 6162 members 
Mstep: Class 12 contains 8368 members 
Mstep: Class 13 contains 5180 members 
Mstep: Class 14 contains 10176 members 
Mstep: Class 15 contains 5596 members 
Mstep: Class 16 contains 4101 members 
Mstep: Class 17 contains 6699 members 
Mstep: Class 18 contains 1705 members 
Mstep: Class 20 contains 7156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42192868.000000 Penalty: 37101.382812
Iteration 61Q: 18 clusters Score -4.219287e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76406 members 
Mstep: Class 2 contains 2015 members 
Mstep: Class 3 contains 1336 members 
Mstep: Class 5 contains 6655 members 
Mstep: Class 6 contains 490391 members 
Mstep: Class 7 contains 14608 members 
Mstep: Class 9 contains 3533 members 
Mstep: Class 10 contains 30102 members 
Mstep: Class 11 contains 6165 members 
Mstep: Class 12 contains 8385 members 
Mstep: Class 13 contains 5181 members 
Mstep: Class 14 contains 10215 members 
Mstep: Class 15 contains 5596 members 
Mstep: Class 16 contains 4145 members 
Mstep: Class 17 contains 6707 members 
Mstep: Class 18 contains 1711 members 
Mstep: Class 20 contains 7196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42192972.000000 Penalty: 37101.382812
Iteration 62Q: 18 clusters Score -4.219297e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76401 members 
Mstep: Class 2 contains 2025 members 
Mstep: Class 3 contains 1335 members 
Mstep: Class 5 contains 6635 members 
Mstep: Class 6 contains 490368 members 
Mstep: Class 7 contains 14576 members 
Mstep: Class 9 contains 3496 members 
Mstep: Class 10 contains 30075 members 
Mstep: Class 11 contains 6166 members 
Mstep: Class 12 contains 8411 members 
Mstep: Class 13 contains 5191 members 
Mstep: Class 14 contains 10238 members 
Mstep: Class 15 contains 5596 members 
Mstep: Class 16 contains 4175 members 
Mstep: Class 17 contains 6714 members 
Mstep: Class 18 contains 1712 members 
Mstep: Class 20 contains 7233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42192952.000000 Penalty: 37101.382812
Iteration 63Q: 18 clusters Score -4.219295e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76396 members 
Mstep: Class 2 contains 2028 members 
Mstep: Class 3 contains 1335 members 
Mstep: Class 5 contains 6627 members 
Mstep: Class 6 contains 490360 members 
Mstep: Class 7 contains 14546 members 
Mstep: Class 9 contains 3461 members 
Mstep: Class 10 contains 30029 members 
Mstep: Class 11 contains 6166 members 
Mstep: Class 12 contains 8443 members 
Mstep: Class 13 contains 5198 members 
Mstep: Class 14 contains 10252 members 
Mstep: Class 15 contains 5593 members 
Mstep: Class 16 contains 4214 members 
Mstep: Class 17 contains 6720 members 
Mstep: Class 18 contains 1714 members 
Mstep: Class 20 contains 7265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42193004.000000 Penalty: 37101.382812
Iteration 64Q: 18 clusters Score -4.2193e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76397 members 
Mstep: Class 2 contains 2036 members 
Mstep: Class 3 contains 1336 members 
Mstep: Class 5 contains 6616 members 
Mstep: Class 6 contains 490335 members 
Mstep: Class 7 contains 14507 members 
Mstep: Class 9 contains 3426 members 
Mstep: Class 10 contains 29975 members 
Mstep: Class 11 contains 6166 members 
Mstep: Class 12 contains 8482 members 
Mstep: Class 13 contains 5204 members 
Mstep: Class 14 contains 10274 members 
Mstep: Class 15 contains 5594 members 
Mstep: Class 16 contains 4254 members 
Mstep: Class 17 contains 6729 members 
Mstep: Class 18 contains 1715 members 
Mstep: Class 20 contains 7301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42193132.000000 Penalty: 37101.382812
Iteration 65Q: 18 clusters Score -4.219313e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76392 members 
Mstep: Class 2 contains 2043 members 
Mstep: Class 3 contains 1336 members 
Mstep: Class 5 contains 6592 members 
Mstep: Class 6 contains 490316 members 
Mstep: Class 7 contains 14472 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 29939 members 
Mstep: Class 11 contains 6176 members 
Mstep: Class 12 contains 8513 members 
Mstep: Class 13 contains 5210 members 
Mstep: Class 14 contains 10290 members 
Mstep: Class 15 contains 5595 members 
Mstep: Class 16 contains 4291 members 
Mstep: Class 17 contains 6737 members 
Mstep: Class 18 contains 1719 members 
Mstep: Class 20 contains 7341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42193200.000000 Penalty: 37101.382812
Iteration 66Q: 18 clusters Score -4.21932e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76379 members 
Mstep: Class 2 contains 2042 members 
Mstep: Class 3 contains 1337 members 
Mstep: Class 5 contains 6572 members 
Mstep: Class 6 contains 490297 members 
Mstep: Class 7 contains 14430 members 
Mstep: Class 9 contains 3341 members 
Mstep: Class 10 contains 29914 members 
Mstep: Class 11 contains 6187 members 
Mstep: Class 12 contains 8535 members 
Mstep: Class 13 contains 5210 members 
Mstep: Class 14 contains 10313 members 
Mstep: Class 15 contains 5596 members 
Mstep: Class 16 contains 4337 members 
Mstep: Class 17 contains 6749 members 
Mstep: Class 18 contains 1721 members 
Mstep: Class 20 contains 7387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42193308.000000 Penalty: 37101.382812
Iteration 67Q: 18 clusters Score -4.219331e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76383 members 
Mstep: Class 2 contains 2044 members 
Mstep: Class 3 contains 1336 members 
Mstep: Class 5 contains 6563 members 
Mstep: Class 6 contains 490276 members 
Mstep: Class 7 contains 14381 members 
Mstep: Class 9 contains 3300 members 
Mstep: Class 10 contains 29873 members 
Mstep: Class 11 contains 6192 members 
Mstep: Class 12 contains 8559 members 
Mstep: Class 13 contains 5209 members 
Mstep: Class 14 contains 10330 members 
Mstep: Class 15 contains 5597 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 6756 members 
Mstep: Class 18 contains 1724 members 
Mstep: Class 20 contains 7437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42193384.000000 Penalty: 37101.382812
Iteration 68Q: 18 clusters Score -4.219338e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76388 members 
Mstep: Class 2 contains 2046 members 
Mstep: Class 3 contains 1337 members 
Mstep: Class 5 contains 6551 members 
Mstep: Class 6 contains 490214 members 
Mstep: Class 7 contains 14308 members 
Mstep: Class 9 contains 3280 members 
Mstep: Class 10 contains 29849 members 
Mstep: Class 11 contains 6199 members 
Mstep: Class 12 contains 8583 members 
Mstep: Class 13 contains 5211 members 
Mstep: Class 14 contains 10341 members 
Mstep: Class 15 contains 5603 members 
Mstep: Class 16 contains 4452 members 
Mstep: Class 17 contains 6761 members 
Mstep: Class 18 contains 1728 members 
Mstep: Class 20 contains 7496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42193500.000000 Penalty: 37101.382812
Iteration 69Q: 18 clusters Score -4.21935e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76388 members 
Mstep: Class 2 contains 2047 members 
Mstep: Class 3 contains 1339 members 
Mstep: Class 5 contains 6535 members 
Mstep: Class 6 contains 490147 members 
Mstep: Class 7 contains 14219 members 
Mstep: Class 9 contains 3263 members 
Mstep: Class 10 contains 29823 members 
Mstep: Class 11 contains 6201 members 
Mstep: Class 12 contains 8601 members 
Mstep: Class 13 contains 5214 members 
Mstep: Class 14 contains 10350 members 
Mstep: Class 15 contains 5607 members 
Mstep: Class 16 contains 4560 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 1730 members 
Mstep: Class 20 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42193516.000000 Penalty: 37101.382812
Iteration 70Q: 18 clusters Score -4.219352e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76395 members 
Mstep: Class 2 contains 2050 members 
Mstep: Class 3 contains 1340 members 
Mstep: Class 5 contains 6516 members 
Mstep: Class 6 contains 490102 members 
Mstep: Class 7 contains 14085 members 
Mstep: Class 9 contains 3248 members 
Mstep: Class 10 contains 29799 members 
Mstep: Class 11 contains 6204 members 
Mstep: Class 12 contains 8617 members 
Mstep: Class 13 contains 5217 members 
Mstep: Class 14 contains 10365 members 
Mstep: Class 15 contains 5604 members 
Mstep: Class 16 contains 4710 members 
Mstep: Class 17 contains 6764 members 
Mstep: Class 18 contains 1731 members 
Mstep: Class 20 contains 7600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42193736.000000 Penalty: 37101.382812
Iteration 71Q: 18 clusters Score -4.219374e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76410 members 
Mstep: Class 2 contains 2054 members 
Mstep: Class 3 contains 1339 members 
Mstep: Class 5 contains 6498 members 
Mstep: Class 6 contains 490062 members 
Mstep: Class 7 contains 13929 members 
Mstep: Class 9 contains 3238 members 
Mstep: Class 10 contains 29760 members 
Mstep: Class 11 contains 6200 members 
Mstep: Class 12 contains 8641 members 
Mstep: Class 13 contains 5221 members 
Mstep: Class 14 contains 10377 members 
Mstep: Class 15 contains 5601 members 
Mstep: Class 16 contains 4874 members 
Mstep: Class 17 contains 6765 members 
Mstep: Class 18 contains 1732 members 
Mstep: Class 20 contains 7646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42193900.000000 Penalty: 37101.382812
Iteration 72Q: 18 clusters Score -4.21939e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76420 members 
Mstep: Class 2 contains 2055 members 
Mstep: Class 3 contains 1333 members 
Mstep: Class 5 contains 6475 members 
Mstep: Class 6 contains 490026 members 
Mstep: Class 7 contains 13788 members 
Mstep: Class 9 contains 3230 members 
Mstep: Class 10 contains 29719 members 
Mstep: Class 11 contains 6199 members 
Mstep: Class 12 contains 8659 members 
Mstep: Class 13 contains 5223 members 
Mstep: Class 14 contains 10390 members 
Mstep: Class 15 contains 5605 members 
Mstep: Class 16 contains 5028 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 1732 members 
Mstep: Class 20 contains 7698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42193988.000000 Penalty: 37101.382812
Iteration 73Q: 18 clusters Score -4.219399e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76420 members 
Mstep: Class 2 contains 2056 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 5 contains 6457 members 
Mstep: Class 6 contains 489974 members 
Mstep: Class 7 contains 13678 members 
Mstep: Class 9 contains 3217 members 
Mstep: Class 10 contains 29684 members 
Mstep: Class 11 contains 6196 members 
Mstep: Class 12 contains 8671 members 
Mstep: Class 13 contains 5229 members 
Mstep: Class 14 contains 10400 members 
Mstep: Class 15 contains 5603 members 
Mstep: Class 16 contains 5174 members 
Mstep: Class 17 contains 6769 members 
Mstep: Class 18 contains 1735 members 
Mstep: Class 20 contains 7757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42194140.000000 Penalty: 37101.382812
Iteration 74Q: 18 clusters Score -4.219414e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76421 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 1320 members 
Mstep: Class 5 contains 6445 members 
Mstep: Class 6 contains 489900 members 
Mstep: Class 7 contains 13595 members 
Mstep: Class 9 contains 3205 members 
Mstep: Class 10 contains 29641 members 
Mstep: Class 11 contains 6194 members 
Mstep: Class 12 contains 8699 members 
Mstep: Class 13 contains 5229 members 
Mstep: Class 14 contains 10400 members 
Mstep: Class 15 contains 5608 members 
Mstep: Class 16 contains 5302 members 
Mstep: Class 17 contains 6770 members 
Mstep: Class 18 contains 1736 members 
Mstep: Class 20 contains 7822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42194312.000000 Penalty: 37101.382812
Iteration 75Q: 18 clusters Score -4.219431e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76425 members 
Mstep: Class 2 contains 2064 members 
Mstep: Class 3 contains 1318 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 489797 members 
Mstep: Class 7 contains 13538 members 
Mstep: Class 9 contains 3193 members 
Mstep: Class 10 contains 29612 members 
Mstep: Class 11 contains 6194 members 
Mstep: Class 12 contains 8712 members 
Mstep: Class 13 contains 5230 members 
Mstep: Class 14 contains 10395 members 
Mstep: Class 15 contains 5610 members 
Mstep: Class 16 contains 5416 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 1742 members 
Mstep: Class 20 contains 7901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42194420.000000 Penalty: 37101.382812
Iteration 76Q: 18 clusters Score -4.219442e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76421 members 
Mstep: Class 2 contains 2066 members 
Mstep: Class 3 contains 1316 members 
Mstep: Class 5 contains 6418 members 
Mstep: Class 6 contains 489694 members 
Mstep: Class 7 contains 13491 members 
Mstep: Class 9 contains 3174 members 
Mstep: Class 10 contains 29575 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 8740 members 
Mstep: Class 13 contains 5234 members 
Mstep: Class 14 contains 10396 members 
Mstep: Class 15 contains 5619 members 
Mstep: Class 16 contains 5504 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 1742 members 
Mstep: Class 20 contains 7992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42194456.000000 Penalty: 37101.382812
Iteration 77Q: 18 clusters Score -4.219446e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76420 members 
Mstep: Class 2 contains 2063 members 
Mstep: Class 3 contains 1315 members 
Mstep: Class 5 contains 6410 members 
Mstep: Class 6 contains 489608 members 
Mstep: Class 7 contains 13447 members 
Mstep: Class 9 contains 3152 members 
Mstep: Class 10 contains 29533 members 
Mstep: Class 11 contains 6187 members 
Mstep: Class 12 contains 8762 members 
Mstep: Class 13 contains 5238 members 
Mstep: Class 14 contains 10395 members 
Mstep: Class 15 contains 5626 members 
Mstep: Class 16 contains 5582 members 
Mstep: Class 17 contains 6775 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 20 contains 8090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42194472.000000 Penalty: 37101.382812
Iteration 78Q: 18 clusters Score -4.219447e+07 nChanged 384
Entering ConstructFrom: 
Score: -42194472.000000 Penalty: 37101.382812
Entering ConstructFrom: 
Trying to split cluster 1 (76423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76423 members 
Entering Unmasked Estep 
Score: -4806387.500000 Penalty: 1827.156250
	Iteration 0F: 2 clusters Score -4806388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38101 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -4755111.000000 Penalty: 3654.312500
	Iteration 0F: 3 clusters Score -4755111 nChanged 36295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -4775916.000000 Penalty: 3654.312500
	Iteration 1F: 3 clusters Score -4775916 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -4776836.500000 Penalty: 3654.312500
	Iteration 2Q: 3 clusters Score -4776836 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 45171 members 
Entering Unmasked Estep 
Score: -4778322.500000 Penalty: 3654.312500
	Iteration 3Q: 3 clusters Score -4778322 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 48973 members 
Entering Unmasked Estep 
Score: -4780763.500000 Penalty: 3654.312500
	Iteration 4F: 3 clusters Score -4780764 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 54077 members 
Entering Unmasked Estep 
Score: -4784610.000000 Penalty: 3654.312500
	Iteration 5F: 3 clusters Score -4784610 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 59980 members 
Entering Unmasked Estep 
Score: -4789609.000000 Penalty: 3654.312500
	Iteration 6F: 3 clusters Score -4789609 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 65759 members 
Entering Unmasked Estep 
Score: -4794751.500000 Penalty: 3654.312500
	Iteration 7F: 3 clusters Score -4794752 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 70375 members 
Entering Unmasked Estep 
Score: -4799062.500000 Penalty: 3654.312500
	Iteration 8F: 3 clusters Score -4799062 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 73524 members 
Entering Unmasked Estep 
Score: -4801973.000000 Penalty: 3654.312500
	Iteration 9Q: 3 clusters Score -4801973 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 75215 members 
Entering Unmasked Estep 
Score: -4803591.000000 Penalty: 3654.312500
	Iteration 10Q: 3 clusters Score -4803591 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 75912 members 
Entering Unmasked Estep 
Score: -4804283.500000 Penalty: 3654.312500
	Iteration 11Q: 3 clusters Score -4804284 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 76145 members 
Entering Unmasked Estep 
Score: -4804571.500000 Penalty: 3654.312500
	Iteration 12Q: 3 clusters Score -4804572 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 76209 members 
Entering Unmasked Estep 
Score: -4804655.500000 Penalty: 3654.312500
	Iteration 13Q: 3 clusters Score -4804656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 76229 members 
Entering Unmasked Estep 
Score: -4804685.000000 Penalty: 3654.312500
	Iteration 14Q: 3 clusters Score -4804685 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 76236 members 
Entering Unmasked Estep 
Score: -4804696.500000 Penalty: 3654.312500
	Iteration 15Q: 3 clusters Score -4804696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 76243 members 
Entering Unmasked Estep 
Score: -4804720.500000 Penalty: 3654.312500
	Iteration 16Q: 3 clusters Score -4804720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 76249 members 
Entering Unmasked Estep 
Score: -4804740.500000 Penalty: 3654.312500
	Iteration 17Q: 3 clusters Score -4804740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 76254 members 
Entering Unmasked Estep 
Score: -4804758.500000 Penalty: 3654.312500
	Iteration 18Q: 3 clusters Score -4804758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 76258 members 
Entering Unmasked Estep 
Score: -4804769.000000 Penalty: 3654.312500
	Iteration 19Q: 3 clusters Score -4804769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 76259 members 
Entering Unmasked Estep 
Score: -4804777.000000 Penalty: 3654.312500
	Iteration 20F: 3 clusters Score -4804777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 76262 members 
Entering Unmasked Estep 
Score: -4804784.500000 Penalty: 3654.312500
	Iteration 21Q: 3 clusters Score -4804784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 76263 members 
Entering Unmasked Estep 
Score: -4804785.500000 Penalty: 3654.312500
	Iteration 22Q: 3 clusters Score -4804786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 76262 members 
Entering Unmasked Estep 
Score: -4804786.000000 Penalty: 3654.312500
	Iteration 23Q: 3 clusters Score -4804786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 76262 members 
Entering Unmasked Estep 
Score: -4804786.000000 Penalty: 3654.312500
	Iteration 24F: 3 clusters Score -4804786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Entering Unmasked Estep 
Score: -112186.296875 Penalty: 1239.871094
	Iteration 0F: 2 clusters Score -112186.3 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 1030 members 
Entering Unmasked Estep 
Score: -110097.234375 Penalty: 2479.742188
	Iteration 0F: 3 clusters Score -110097.2 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -110686.078125 Penalty: 2479.742188
	Iteration 1F: 3 clusters Score -110686.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -110820.656250 Penalty: 2479.742188
	Iteration 2F: 3 clusters Score -110820.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -110922.218750 Penalty: 2479.742188
	Iteration 3F: 3 clusters Score -110922.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -111021.390625 Penalty: 2479.742188
	Iteration 4Q: 3 clusters Score -111021.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -111093.742188 Penalty: 2479.742188
	Iteration 5Q: 3 clusters Score -111093.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -111151.257812 Penalty: 2479.742188
	Iteration 6Q: 3 clusters Score -111151.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -111203.664062 Penalty: 2479.742188
	Iteration 7Q: 3 clusters Score -111203.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -111239.039062 Penalty: 2479.742188
	Iteration 8Q: 3 clusters Score -111239 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -111267.820312 Penalty: 2479.742188
	Iteration 9Q: 3 clusters Score -111267.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -111288.921875 Penalty: 2479.742188
	Iteration 10Q: 3 clusters Score -111288.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -111299.859375 Penalty: 2479.742188
	Iteration 11Q: 3 clusters Score -111299.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -111308.187500 Penalty: 2479.742188
	Iteration 12Q: 3 clusters Score -111308.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -111314.664062 Penalty: 2479.742188
	Iteration 13Q: 3 clusters Score -111314.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -111320.273438 Penalty: 2479.742188
	Iteration 14Q: 3 clusters Score -111320.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -111328.789062 Penalty: 2479.742188
	Iteration 15Q: 3 clusters Score -111328.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -111337.859375 Penalty: 2479.742188
	Iteration 16Q: 3 clusters Score -111337.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -111341.718750 Penalty: 2479.742188
	Iteration 17Q: 3 clusters Score -111341.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -111346.281250 Penalty: 2479.742188
	Iteration 18Q: 3 clusters Score -111346.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -111350.453125 Penalty: 2479.742188
	Iteration 19Q: 3 clusters Score -111350.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -111354.781250 Penalty: 2479.742188
	Iteration 20F: 3 clusters Score -111354.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -111356.531250 Penalty: 2479.742188
	Iteration 21Q: 3 clusters Score -111356.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -111357.718750 Penalty: 2479.742188
	Iteration 22Q: 3 clusters Score -111357.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -111359.070312 Penalty: 2479.742188
	Iteration 23Q: 3 clusters Score -111359.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -111359.906250 Penalty: 2479.742188
	Iteration 24Q: 3 clusters Score -111359.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -111360.671875 Penalty: 2479.742188
	Iteration 25Q: 3 clusters Score -111360.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -111360.671875 Penalty: 2479.742188
	Iteration 26F: 3 clusters Score -111360.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -73555.429688 Penalty: 1167.132202
	Iteration 0F: 2 clusters Score -73555.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -71936.804688 Penalty: 2334.264404
	Iteration 0F: 3 clusters Score -71936.8 nChanged 428
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: -72269.304688 Penalty: 2334.264404
	Iteration 1F: 3 clusters Score -72269.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -72393.750000 Penalty: 2334.264404
	Iteration 2F: 3 clusters Score -72393.75 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -72456.773438 Penalty: 2334.264404
	Iteration 3F: 3 clusters Score -72456.77 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -72498.601562 Penalty: 2334.264404
	Iteration 4Q: 3 clusters Score -72498.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -72529.054688 Penalty: 2334.264404
	Iteration 5Q: 3 clusters Score -72529.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -72558.125000 Penalty: 2334.264404
	Iteration 6Q: 3 clusters Score -72558.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -72575.156250 Penalty: 2334.264404
	Iteration 7Q: 3 clusters Score -72575.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -72588.343750 Penalty: 2334.264404
	Iteration 8Q: 3 clusters Score -72588.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -72595.781250 Penalty: 2334.264404
	Iteration 9Q: 3 clusters Score -72595.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -72598.921875 Penalty: 2334.264404
	Iteration 10Q: 3 clusters Score -72598.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -72601.828125 Penalty: 2334.264404
	Iteration 11Q: 3 clusters Score -72601.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -72602.296875 Penalty: 2334.264404
	Iteration 12Q: 3 clusters Score -72602.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -72602.296875 Penalty: 2334.264404
	Iteration 13F: 3 clusters Score -72602.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Entering Unmasked Estep 
Score: -396325.468750 Penalty: 1424.386963
	Iteration 0F: 2 clusters Score -396325.5 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 3185 members 
Entering Unmasked Estep 
Score: -391484.625000 Penalty: 2848.773926
	Iteration 0F: 3 clusters Score -391484.6 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -392969.343750 Penalty: 2848.773926
	Iteration 1F: 3 clusters Score -392969.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -393152.968750 Penalty: 2848.773926
	Iteration 2F: 3 clusters Score -393153 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -393295.843750 Penalty: 2848.773926
	Iteration 3F: 3 clusters Score -393295.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -393425.656250 Penalty: 2848.773926
	Iteration 4Q: 3 clusters Score -393425.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -393577.218750 Penalty: 2848.773926
	Iteration 5Q: 3 clusters Score -393577.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -393741.593750 Penalty: 2848.773926
	Iteration 6Q: 3 clusters Score -393741.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -393935.218750 Penalty: 2848.773926
	Iteration 7Q: 3 clusters Score -393935.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -394128.875000 Penalty: 2848.773926
	Iteration 8Q: 3 clusters Score -394128.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -394337.562500 Penalty: 2848.773926
	Iteration 9Q: 3 clusters Score -394337.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -394528.968750 Penalty: 2848.773926
	Iteration 10Q: 3 clusters Score -394529 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -394692.406250 Penalty: 2848.773926
	Iteration 11Q: 3 clusters Score -394692.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -394807.843750 Penalty: 2848.773926
	Iteration 12Q: 3 clusters Score -394807.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -394906.875000 Penalty: 2848.773926
	Iteration 13Q: 3 clusters Score -394906.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -394977.000000 Penalty: 2848.773926
	Iteration 14Q: 3 clusters Score -394977 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -395032.437500 Penalty: 2848.773926
	Iteration 15Q: 3 clusters Score -395032.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -395075.812500 Penalty: 2848.773926
	Iteration 16Q: 3 clusters Score -395075.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -395110.531250 Penalty: 2848.773926
	Iteration 17Q: 3 clusters Score -395110.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -395130.343750 Penalty: 2848.773926
	Iteration 18Q: 3 clusters Score -395130.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -395141.687500 Penalty: 2848.773926
	Iteration 19Q: 3 clusters Score -395141.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -395159.437500 Penalty: 2848.773926
	Iteration 20F: 3 clusters Score -395159.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -395177.156250 Penalty: 2848.773926
	Iteration 21Q: 3 clusters Score -395177.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -395187.250000 Penalty: 2848.773926
	Iteration 22Q: 3 clusters Score -395187.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -395192.437500 Penalty: 2848.773926
	Iteration 23Q: 3 clusters Score -395192.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -395195.187500 Penalty: 2848.773926
	Iteration 24Q: 3 clusters Score -395195.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -395198.375000 Penalty: 2848.773926
	Iteration 25Q: 3 clusters Score -395198.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -395201.187500 Penalty: 2848.773926
	Iteration 26Q: 3 clusters Score -395201.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -395202.968750 Penalty: 2848.773926
	Iteration 27Q: 3 clusters Score -395203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -395204.187500 Penalty: 2848.773926
	Iteration 28Q: 3 clusters Score -395204.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -395205.343750 Penalty: 2848.773926
	Iteration 29Q: 3 clusters Score -395205.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -395206.125000 Penalty: 2848.773926
	Iteration 30Q: 3 clusters Score -395206.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -395206.187500 Penalty: 2848.773926
	Iteration 31Q: 3 clusters Score -395206.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -395207.281250 Penalty: 2848.773926
	Iteration 32Q: 3 clusters Score -395207.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -395207.812500 Penalty: 2848.773926
	Iteration 33Q: 3 clusters Score -395207.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -395207.812500 Penalty: 2848.773926
	Iteration 34F: 3 clusters Score -395207.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (489529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489529 members 
Entering Unmasked Estep 
Score: -30988860.000000 Penalty: 2128.944824
	Iteration 0F: 2 clusters Score -3.098886e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244317 members 
Mstep: Class 2 contains 245212 members 
Entering Unmasked Estep 
Score: -30658028.000000 Penalty: 4257.889648
	Iteration 0F: 3 clusters Score -3.065803e+07 nChanged 240403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224014 members 
Mstep: Class 2 contains 265515 members 
Entering Unmasked Estep 
Score: -30806918.000000 Penalty: 4257.889648
	Iteration 1F: 3 clusters Score -3.080692e+07 nChanged 19283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210259 members 
Mstep: Class 2 contains 279270 members 
Entering Unmasked Estep 
Score: -30813892.000000 Penalty: 4257.889648
	Iteration 2Q: 3 clusters Score -3.081389e+07 nChanged 25503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189472 members 
Mstep: Class 2 contains 300057 members 
Entering Unmasked Estep 
Score: -30826164.000000 Penalty: 4257.889648
	Iteration 3F: 3 clusters Score -3.082616e+07 nChanged 32656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160496 members 
Mstep: Class 2 contains 329033 members 
Entering Unmasked Estep 
Score: -30846390.000000 Penalty: 4257.889648
	Iteration 4F: 3 clusters Score -3.084639e+07 nChanged 38636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124168 members 
Mstep: Class 2 contains 365361 members 
Entering Unmasked Estep 
Score: -30875624.000000 Penalty: 4257.889648
	Iteration 5F: 3 clusters Score -3.087562e+07 nChanged 40141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85043 members 
Mstep: Class 2 contains 404486 members 
Entering Unmasked Estep 
Score: -30909962.000000 Penalty: 4257.889648
	Iteration 6F: 3 clusters Score -3.090996e+07 nChanged 35680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49593 members 
Mstep: Class 2 contains 439936 members 
Entering Unmasked Estep 
Score: -30943124.000000 Penalty: 4257.889648
	Iteration 7F: 3 clusters Score -3.094312e+07 nChanged 25653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 465539 members 
Entering Unmasked Estep 
Score: -30967524.000000 Penalty: 4257.889648
	Iteration 8F: 3 clusters Score -3.096752e+07 nChanged 13823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 479358 members 
Entering Unmasked Estep 
Score: -30980046.000000 Penalty: 4257.889648
	Iteration 9Q: 3 clusters Score -3.098005e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 485163 members 
Entering Unmasked Estep 
Score: -30984732.000000 Penalty: 4257.889648
	Iteration 10Q: 3 clusters Score -3.098473e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 487238 members 
Entering Unmasked Estep 
Score: -30986474.000000 Penalty: 4257.889648
	Iteration 11Q: 3 clusters Score -3.098647e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 487897 members 
Entering Unmasked Estep 
Score: -30987174.000000 Penalty: 4257.889648
	Iteration 12Q: 3 clusters Score -3.098717e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 488076 members 
Entering Unmasked Estep 
Score: -30987688.000000 Penalty: 4257.889648
	Iteration 13Q: 3 clusters Score -3.098769e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 488048 members 
Entering Unmasked Estep 
Score: -30988234.000000 Penalty: 4257.889648
	Iteration 14Q: 3 clusters Score -3.098823e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 487852 members 
Entering Unmasked Estep 
Score: -30988654.000000 Penalty: 4257.889648
	Iteration 15Q: 3 clusters Score -3.098865e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 487607 members 
Entering Unmasked Estep 
Score: -30988926.000000 Penalty: 4257.889648
	Iteration 16Q: 3 clusters Score -3.098893e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 487384 members 
Entering Unmasked Estep 
Score: -30989064.000000 Penalty: 4257.889648
	Iteration 17Q: 3 clusters Score -3.098906e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 487183 members 
Entering Unmasked Estep 
Score: -30989216.000000 Penalty: 4257.889648
	Iteration 18Q: 3 clusters Score -3.098922e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 486984 members 
Entering Unmasked Estep 
Score: -30989314.000000 Penalty: 4257.889648
	Iteration 19Q: 3 clusters Score -3.098931e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 486825 members 
Entering Unmasked Estep 
Score: -30989358.000000 Penalty: 4257.889648
	Iteration 20F: 3 clusters Score -3.098936e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 486692 members 
Entering Unmasked Estep 
Score: -30989426.000000 Penalty: 4257.889648
	Iteration 21Q: 3 clusters Score -3.098943e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 486584 members 
Entering Unmasked Estep 
Score: -30989456.000000 Penalty: 4257.889648
	Iteration 22Q: 3 clusters Score -3.098946e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 486488 members 
Entering Unmasked Estep 
Score: -30989488.000000 Penalty: 4257.889648
	Iteration 23Q: 3 clusters Score -3.098949e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 486401 members 
Entering Unmasked Estep 
Score: -30989492.000000 Penalty: 4257.889648
	Iteration 24Q: 3 clusters Score -3.098949e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 486322 members 
Entering Unmasked Estep 
Score: -30989500.000000 Penalty: 4257.889648
	Iteration 25Q: 3 clusters Score -3.09895e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 486261 members 
Entering Unmasked Estep 
Score: -30989482.000000 Penalty: 4257.889648
	Iteration 26Q: 3 clusters Score -3.098948e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 486223 members 
Entering Unmasked Estep 
Score: -30989478.000000 Penalty: 4257.889648
	Iteration 27Q: 3 clusters Score -3.098948e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 486192 members 
Entering Unmasked Estep 
Score: -30989476.000000 Penalty: 4257.889648
	Iteration 28Q: 3 clusters Score -3.098948e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 486176 members 
Entering Unmasked Estep 
Score: -30989480.000000 Penalty: 4257.889648
	Iteration 29Q: 3 clusters Score -3.098948e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 486159 members 
Entering Unmasked Estep 
Score: -30989506.000000 Penalty: 4257.889648
	Iteration 30Q: 3 clusters Score -3.098951e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 486147 members 
Entering Unmasked Estep 
Score: -30989522.000000 Penalty: 4257.889648
	Iteration 31Q: 3 clusters Score -3.098952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 486138 members 
Entering Unmasked Estep 
Score: -30989526.000000 Penalty: 4257.889648
	Iteration 32Q: 3 clusters Score -3.098953e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 486130 members 
Entering Unmasked Estep 
Score: -30989532.000000 Penalty: 4257.889648
	Iteration 33Q: 3 clusters Score -3.098953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 486127 members 
Entering Unmasked Estep 
Score: -30989534.000000 Penalty: 4257.889648
	Iteration 34Q: 3 clusters Score -3.098953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 486123 members 
Entering Unmasked Estep 
Score: -30989528.000000 Penalty: 4257.889648
	Iteration 35Q: 3 clusters Score -3.098953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 486120 members 
Entering Unmasked Estep 
Score: -30989536.000000 Penalty: 4257.889648
	Iteration 36Q: 3 clusters Score -3.098954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 486117 members 
Entering Unmasked Estep 
Score: -30989532.000000 Penalty: 4257.889648
	Iteration 37Q: 3 clusters Score -3.098953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 486115 members 
Entering Unmasked Estep 
Score: -30989550.000000 Penalty: 4257.889648
	Iteration 38Q: 3 clusters Score -3.098955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 486114 members 
Entering Unmasked Estep 
Score: -30989562.000000 Penalty: 4257.889648
	Iteration 39Q: 3 clusters Score -3.098956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 486114 members 
Entering Unmasked Estep 
Score: -30989562.000000 Penalty: 4257.889648
	Iteration 40F: 3 clusters Score -3.098956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76423 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 1316 members 
Mstep: Class 4 contains 486114 members 
Mstep: Class 5 contains 6409 members 
Mstep: Class 6 contains 3415 members 
Mstep: Class 7 contains 13409 members 
Mstep: Class 9 contains 3137 members 
Mstep: Class 10 contains 29483 members 
Mstep: Class 11 contains 6184 members 
Mstep: Class 12 contains 8778 members 
Mstep: Class 13 contains 5239 members 
Mstep: Class 14 contains 10396 members 
Mstep: Class 15 contains 5626 members 
Mstep: Class 16 contains 5646 members 
Mstep: Class 17 contains 6777 members 
Mstep: Class 18 contains 1746 members 
Mstep: Class 20 contains 8190 members 
Entering Unmasked Estep 
Score: -42195776.000000 Penalty: 39283.816406
Splitting cluster 6 changes total score from -42194472.000000 to -42195776.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 7 (13409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Entering Unmasked Estep 
Score: -808179.312500 Penalty: 1544.348145
	Iteration 0F: 2 clusters Score -808179.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -798866.875000 Penalty: 3088.696289
	Iteration 0F: 3 clusters Score -798866.9 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -802296.250000 Penalty: 3088.696289
	Iteration 1F: 3 clusters Score -802296.2 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -802895.250000 Penalty: 3088.696289
	Iteration 2F: 3 clusters Score -802895.2 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -803371.062500 Penalty: 3088.696289
	Iteration 3F: 3 clusters Score -803371.1 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -803752.000000 Penalty: 3088.696289
	Iteration 4F: 3 clusters Score -803752 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -804155.437500 Penalty: 3088.696289
	Iteration 5F: 3 clusters Score -804155.4 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -804627.812500 Penalty: 3088.696289
	Iteration 6F: 3 clusters Score -804627.8 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -805163.312500 Penalty: 3088.696289
	Iteration 7F: 3 clusters Score -805163.3 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -805750.812500 Penalty: 3088.696289
	Iteration 8F: 3 clusters Score -805750.8 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -806392.875000 Penalty: 3088.696289
	Iteration 9Q: 3 clusters Score -806392.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -806847.000000 Penalty: 3088.696289
	Iteration 10Q: 3 clusters Score -806847 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -807105.000000 Penalty: 3088.696289
	Iteration 11Q: 3 clusters Score -807105 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -807305.187500 Penalty: 3088.696289
	Iteration 12Q: 3 clusters Score -807305.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -807478.687500 Penalty: 3088.696289
	Iteration 13Q: 3 clusters Score -807478.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -807674.062500 Penalty: 3088.696289
	Iteration 14Q: 3 clusters Score -807674.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -807893.312500 Penalty: 3088.696289
	Iteration 15Q: 3 clusters Score -807893.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -808118.375000 Penalty: 3088.696289
	Iteration 16Q: 3 clusters Score -808118.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -808304.375000 Penalty: 3088.696289
	Iteration 17Q: 3 clusters Score -808304.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -808435.875000 Penalty: 3088.696289
	Iteration 18Q: 3 clusters Score -808435.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -808504.250000 Penalty: 3088.696289
	Iteration 19Q: 3 clusters Score -808504.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -808534.625000 Penalty: 3088.696289
	Iteration 20F: 3 clusters Score -808534.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -808559.000000 Penalty: 3088.696289
	Iteration 21Q: 3 clusters Score -808559 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -808572.062500 Penalty: 3088.696289
	Iteration 22Q: 3 clusters Score -808572.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -808590.187500 Penalty: 3088.696289
	Iteration 23Q: 3 clusters Score -808590.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -808594.187500 Penalty: 3088.696289
	Iteration 24Q: 3 clusters Score -808594.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -808598.750000 Penalty: 3088.696289
	Iteration 25Q: 3 clusters Score -808598.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -808603.187500 Penalty: 3088.696289
	Iteration 26Q: 3 clusters Score -808603.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -808607.562500 Penalty: 3088.696289
	Iteration 27Q: 3 clusters Score -808607.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -808610.125000 Penalty: 3088.696289
	Iteration 28Q: 3 clusters Score -808610.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -808611.375000 Penalty: 3088.696289
	Iteration 29Q: 3 clusters Score -808611.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -808613.000000 Penalty: 3088.696289
	Iteration 30Q: 3 clusters Score -808613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -808618.000000 Penalty: 3088.696289
	Iteration 31Q: 3 clusters Score -808618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -808620.562500 Penalty: 3088.696289
	Iteration 32Q: 3 clusters Score -808620.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -808622.000000 Penalty: 3088.696289
	Iteration 33Q: 3 clusters Score -808622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -808625.625000 Penalty: 3088.696289
	Iteration 34Q: 3 clusters Score -808625.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -808630.125000 Penalty: 3088.696289
	Iteration 35Q: 3 clusters Score -808630.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -808634.437500 Penalty: 3088.696289
	Iteration 36Q: 3 clusters Score -808634.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -808634.437500 Penalty: 3088.696289
	Iteration 37Q: 3 clusters Score -808634.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -808635.812500 Penalty: 3088.696289
	Iteration 38Q: 3 clusters Score -808635.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -808641.187500 Penalty: 3088.696289
	Iteration 39Q: 3 clusters Score -808641.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -808641.875000 Penalty: 3088.696289
	Iteration 40F: 3 clusters Score -808641.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -808643.500000 Penalty: 3088.696289
	Iteration 41Q: 3 clusters Score -808643.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -808645.312500 Penalty: 3088.696289
	Iteration 42Q: 3 clusters Score -808645.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -808648.375000 Penalty: 3088.696289
	Iteration 43Q: 3 clusters Score -808648.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -808650.562500 Penalty: 3088.696289
	Iteration 44Q: 3 clusters Score -808650.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -808652.625000 Penalty: 3088.696289
	Iteration 45Q: 3 clusters Score -808652.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -808653.625000 Penalty: 3088.696289
	Iteration 46Q: 3 clusters Score -808653.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -808655.687500 Penalty: 3088.696289
	Iteration 47Q: 3 clusters Score -808655.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -808655.062500 Penalty: 3088.696289
	Iteration 48Q: 3 clusters Score -808655.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -808657.750000 Penalty: 3088.696289
	Iteration 49Q: 3 clusters Score -808657.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -808657.312500 Penalty: 3088.696289
	Iteration 50Q: 3 clusters Score -808657.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -808655.812500 Penalty: 3088.696289
	Iteration 51Q: 3 clusters Score -808655.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -808655.812500 Penalty: 3088.696289
	Iteration 52F: 3 clusters Score -808655.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76423 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 1316 members 
Mstep: Class 4 contains 486114 members 
Mstep: Class 5 contains 6409 members 
Mstep: Class 6 contains 3415 members 
Mstep: Class 7 contains 12214 members 
Mstep: Class 8 contains 1195 members 
Mstep: Class 9 contains 3137 members 
Mstep: Class 10 contains 29483 members 
Mstep: Class 11 contains 6184 members 
Mstep: Class 12 contains 8778 members 
Mstep: Class 13 contains 5239 members 
Mstep: Class 14 contains 10396 members 
Mstep: Class 15 contains 5626 members 
Mstep: Class 16 contains 5646 members 
Mstep: Class 17 contains 6777 members 
Mstep: Class 18 contains 1746 members 
Mstep: Class 20 contains 8190 members 
Entering Unmasked Estep 
Score: -42195660.000000 Penalty: 41466.250000
Splitting cluster 7 changes total score from -42194472.000000 to -42195660.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -215444.546875 Penalty: 1308.291138
	Iteration 0F: 2 clusters Score -215444.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -212630.046875 Penalty: 2616.582275
	Iteration 0F: 3 clusters Score -212630 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -213268.906250 Penalty: 2616.582275
	Iteration 1F: 3 clusters Score -213268.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -213412.562500 Penalty: 2616.582275
	Iteration 2F: 3 clusters Score -213412.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -213508.140625 Penalty: 2616.582275
	Iteration 3F: 3 clusters Score -213508.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -213582.218750 Penalty: 2616.582275
	Iteration 4Q: 3 clusters Score -213582.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -213641.531250 Penalty: 2616.582275
	Iteration 5Q: 3 clusters Score -213641.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -213695.437500 Penalty: 2616.582275
	Iteration 6Q: 3 clusters Score -213695.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -213744.734375 Penalty: 2616.582275
	Iteration 7Q: 3 clusters Score -213744.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -213796.359375 Penalty: 2616.582275
	Iteration 8Q: 3 clusters Score -213796.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -213844.468750 Penalty: 2616.582275
	Iteration 9Q: 3 clusters Score -213844.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -213888.640625 Penalty: 2616.582275
	Iteration 10Q: 3 clusters Score -213888.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -213932.843750 Penalty: 2616.582275
	Iteration 11Q: 3 clusters Score -213932.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -213970.843750 Penalty: 2616.582275
	Iteration 12Q: 3 clusters Score -213970.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -214003.437500 Penalty: 2616.582275
	Iteration 13Q: 3 clusters Score -214003.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -214032.671875 Penalty: 2616.582275
	Iteration 14Q: 3 clusters Score -214032.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -214068.921875 Penalty: 2616.582275
	Iteration 15Q: 3 clusters Score -214068.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -214106.750000 Penalty: 2616.582275
	Iteration 16Q: 3 clusters Score -214106.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -214134.078125 Penalty: 2616.582275
	Iteration 17Q: 3 clusters Score -214134.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -214154.406250 Penalty: 2616.582275
	Iteration 18Q: 3 clusters Score -214154.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -214171.656250 Penalty: 2616.582275
	Iteration 19Q: 3 clusters Score -214171.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -214185.718750 Penalty: 2616.582275
	Iteration 20F: 3 clusters Score -214185.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -214196.765625 Penalty: 2616.582275
	Iteration 21Q: 3 clusters Score -214196.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -214202.796875 Penalty: 2616.582275
	Iteration 22Q: 3 clusters Score -214202.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -214208.843750 Penalty: 2616.582275
	Iteration 23Q: 3 clusters Score -214208.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -214214.031250 Penalty: 2616.582275
	Iteration 24Q: 3 clusters Score -214214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -214218.890625 Penalty: 2616.582275
	Iteration 25Q: 3 clusters Score -214218.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -214222.984375 Penalty: 2616.582275
	Iteration 26Q: 3 clusters Score -214223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -214227.671875 Penalty: 2616.582275
	Iteration 27Q: 3 clusters Score -214227.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -214229.000000 Penalty: 2616.582275
	Iteration 28Q: 3 clusters Score -214229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -214230.015625 Penalty: 2616.582275
	Iteration 29Q: 3 clusters Score -214230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -214230.734375 Penalty: 2616.582275
	Iteration 30Q: 3 clusters Score -214230.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -214232.093750 Penalty: 2616.582275
	Iteration 31Q: 3 clusters Score -214232.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -214233.421875 Penalty: 2616.582275
	Iteration 32Q: 3 clusters Score -214233.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -214233.843750 Penalty: 2616.582275
	Iteration 33Q: 3 clusters Score -214233.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -214234.296875 Penalty: 2616.582275
	Iteration 34Q: 3 clusters Score -214234.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -214236.031250 Penalty: 2616.582275
	Iteration 35Q: 3 clusters Score -214236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -214236.796875 Penalty: 2616.582275
	Iteration 36Q: 3 clusters Score -214236.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -214238.734375 Penalty: 2616.582275
	Iteration 37Q: 3 clusters Score -214238.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -214240.953125 Penalty: 2616.582275
	Iteration 38Q: 3 clusters Score -214241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -214246.468750 Penalty: 2616.582275
	Iteration 39Q: 3 clusters Score -214246.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -214251.203125 Penalty: 2616.582275
	Iteration 40F: 3 clusters Score -214251.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -214256.734375 Penalty: 2616.582275
	Iteration 41Q: 3 clusters Score -214256.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -214260.796875 Penalty: 2616.582275
	Iteration 42Q: 3 clusters Score -214260.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -214265.281250 Penalty: 2616.582275
	Iteration 43Q: 3 clusters Score -214265.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -214270.015625 Penalty: 2616.582275
	Iteration 44Q: 3 clusters Score -214270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -214274.078125 Penalty: 2616.582275
	Iteration 45Q: 3 clusters Score -214274.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -214278.875000 Penalty: 2616.582275
	Iteration 46Q: 3 clusters Score -214278.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -214279.718750 Penalty: 2616.582275
	Iteration 47Q: 3 clusters Score -214279.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -214283.078125 Penalty: 2616.582275
	Iteration 48Q: 3 clusters Score -214283.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -214284.250000 Penalty: 2616.582275
	Iteration 49Q: 3 clusters Score -214284.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -214285.281250 Penalty: 2616.582275
	Iteration 50Q: 3 clusters Score -214285.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -214285.890625 Penalty: 2616.582275
	Iteration 51Q: 3 clusters Score -214285.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -214285.890625 Penalty: 2616.582275
	Iteration 52F: 3 clusters Score -214285.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Entering Unmasked Estep 
Score: -1910413.375000 Penalty: 1672.379883
	Iteration 0F: 2 clusters Score -1910413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -1890484.250000 Penalty: 3344.759766
	Iteration 0F: 3 clusters Score -1890484 nChanged 13565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -1897929.250000 Penalty: 3344.759766
	Iteration 1F: 3 clusters Score -1897929 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -1898323.625000 Penalty: 3344.759766
	Iteration 2Q: 3 clusters Score -1898324 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -1898723.375000 Penalty: 3344.759766
	Iteration 3Q: 3 clusters Score -1898723 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1899201.000000 Penalty: 3344.759766
	Iteration 4Q: 3 clusters Score -1899201 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1899862.750000 Penalty: 3344.759766
	Iteration 5Q: 3 clusters Score -1899863 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1900770.375000 Penalty: 3344.759766
	Iteration 6F: 3 clusters Score -1900770 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1901912.625000 Penalty: 3344.759766
	Iteration 7F: 3 clusters Score -1901913 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1903155.000000 Penalty: 3344.759766
	Iteration 8F: 3 clusters Score -1903155 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1904361.125000 Penalty: 3344.759766
	Iteration 9F: 3 clusters Score -1904361 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1905372.000000 Penalty: 3344.759766
	Iteration 10F: 3 clusters Score -1905372 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1906042.250000 Penalty: 3344.759766
	Iteration 11Q: 3 clusters Score -1906042 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1906435.625000 Penalty: 3344.759766
	Iteration 12Q: 3 clusters Score -1906436 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1906691.375000 Penalty: 3344.759766
	Iteration 13Q: 3 clusters Score -1906691 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1906845.500000 Penalty: 3344.759766
	Iteration 14Q: 3 clusters Score -1906846 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1906995.625000 Penalty: 3344.759766
	Iteration 15Q: 3 clusters Score -1906996 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1907119.000000 Penalty: 3344.759766
	Iteration 16Q: 3 clusters Score -1907119 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1907238.375000 Penalty: 3344.759766
	Iteration 17Q: 3 clusters Score -1907238 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1907339.875000 Penalty: 3344.759766
	Iteration 18Q: 3 clusters Score -1907340 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1907424.250000 Penalty: 3344.759766
	Iteration 19Q: 3 clusters Score -1907424 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1907498.250000 Penalty: 3344.759766
	Iteration 20F: 3 clusters Score -1907498 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1907551.875000 Penalty: 3344.759766
	Iteration 21Q: 3 clusters Score -1907552 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1907605.875000 Penalty: 3344.759766
	Iteration 22Q: 3 clusters Score -1907606 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1907662.000000 Penalty: 3344.759766
	Iteration 23Q: 3 clusters Score -1907662 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1907720.750000 Penalty: 3344.759766
	Iteration 24Q: 3 clusters Score -1907721 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1907774.625000 Penalty: 3344.759766
	Iteration 25Q: 3 clusters Score -1907775 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1907806.875000 Penalty: 3344.759766
	Iteration 26Q: 3 clusters Score -1907807 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1907849.000000 Penalty: 3344.759766
	Iteration 27Q: 3 clusters Score -1907849 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1907901.750000 Penalty: 3344.759766
	Iteration 28Q: 3 clusters Score -1907902 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1907948.375000 Penalty: 3344.759766
	Iteration 29Q: 3 clusters Score -1907948 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1907991.250000 Penalty: 3344.759766
	Iteration 30Q: 3 clusters Score -1907991 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1908045.375000 Penalty: 3344.759766
	Iteration 31Q: 3 clusters Score -1908045 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1908098.500000 Penalty: 3344.759766
	Iteration 32Q: 3 clusters Score -1908098 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1908136.375000 Penalty: 3344.759766
	Iteration 33Q: 3 clusters Score -1908136 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1908183.250000 Penalty: 3344.759766
	Iteration 34Q: 3 clusters Score -1908183 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1908240.500000 Penalty: 3344.759766
	Iteration 35Q: 3 clusters Score -1908240 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1908300.500000 Penalty: 3344.759766
	Iteration 36Q: 3 clusters Score -1908300 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1908334.625000 Penalty: 3344.759766
	Iteration 37Q: 3 clusters Score -1908335 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1908388.375000 Penalty: 3344.759766
	Iteration 38Q: 3 clusters Score -1908388 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1908432.750000 Penalty: 3344.759766
	Iteration 39Q: 3 clusters Score -1908433 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1908486.500000 Penalty: 3344.759766
	Iteration 40F: 3 clusters Score -1908486 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1908524.500000 Penalty: 3344.759766
	Iteration 41Q: 3 clusters Score -1908524 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1908560.250000 Penalty: 3344.759766
	Iteration 42Q: 3 clusters Score -1908560 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1908589.750000 Penalty: 3344.759766
	Iteration 43Q: 3 clusters Score -1908590 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1908616.750000 Penalty: 3344.759766
	Iteration 44Q: 3 clusters Score -1908617 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1908637.125000 Penalty: 3344.759766
	Iteration 45Q: 3 clusters Score -1908637 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1908670.125000 Penalty: 3344.759766
	Iteration 46Q: 3 clusters Score -1908670 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1908692.750000 Penalty: 3344.759766
	Iteration 47Q: 3 clusters Score -1908693 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1908706.875000 Penalty: 3344.759766
	Iteration 48Q: 3 clusters Score -1908707 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1908730.375000 Penalty: 3344.759766
	Iteration 49Q: 3 clusters Score -1908730 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1908746.375000 Penalty: 3344.759766
	Iteration 50Q: 3 clusters Score -1908746 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1908766.375000 Penalty: 3344.759766
	Iteration 51Q: 3 clusters Score -1908766 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1908795.625000 Penalty: 3344.759766
	Iteration 52Q: 3 clusters Score -1908796 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1908827.125000 Penalty: 3344.759766
	Iteration 53Q: 3 clusters Score -1908827 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1908856.500000 Penalty: 3344.759766
	Iteration 54Q: 3 clusters Score -1908856 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1908882.500000 Penalty: 3344.759766
	Iteration 55Q: 3 clusters Score -1908882 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1908900.625000 Penalty: 3344.759766
	Iteration 56Q: 3 clusters Score -1908901 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1908924.375000 Penalty: 3344.759766
	Iteration 57Q: 3 clusters Score -1908924 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1908944.750000 Penalty: 3344.759766
	Iteration 58Q: 3 clusters Score -1908945 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1908962.625000 Penalty: 3344.759766
	Iteration 59Q: 3 clusters Score -1908963 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1908982.125000 Penalty: 3344.759766
	Iteration 60F: 3 clusters Score -1908982 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1909017.000000 Penalty: 3344.759766
	Iteration 61Q: 3 clusters Score -1909017 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1909055.625000 Penalty: 3344.759766
	Iteration 62Q: 3 clusters Score -1909056 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1909096.625000 Penalty: 3344.759766
	Iteration 63Q: 3 clusters Score -1909097 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1909147.750000 Penalty: 3344.759766
	Iteration 64Q: 3 clusters Score -1909148 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1909207.000000 Penalty: 3344.759766
	Iteration 65Q: 3 clusters Score -1909207 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1909283.625000 Penalty: 3344.759766
	Iteration 66Q: 3 clusters Score -1909284 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1909384.125000 Penalty: 3344.759766
	Iteration 67Q: 3 clusters Score -1909384 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1909466.250000 Penalty: 3344.759766
	Iteration 68Q: 3 clusters Score -1909466 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1909506.000000 Penalty: 3344.759766
	Iteration 69Q: 3 clusters Score -1909506 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1909522.875000 Penalty: 3344.759766
	Iteration 70Q: 3 clusters Score -1909523 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1909536.250000 Penalty: 3344.759766
	Iteration 71Q: 3 clusters Score -1909536 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1909549.000000 Penalty: 3344.759766
	Iteration 72Q: 3 clusters Score -1909549 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1909553.375000 Penalty: 3344.759766
	Iteration 73Q: 3 clusters Score -1909553 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1909563.500000 Penalty: 3344.759766
	Iteration 74Q: 3 clusters Score -1909564 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1909566.500000 Penalty: 3344.759766
	Iteration 75Q: 3 clusters Score -1909566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1909573.875000 Penalty: 3344.759766
	Iteration 76Q: 3 clusters Score -1909574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1909575.875000 Penalty: 3344.759766
	Iteration 77Q: 3 clusters Score -1909576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1909577.250000 Penalty: 3344.759766
	Iteration 78Q: 3 clusters Score -1909577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1909575.750000 Penalty: 3344.759766
	Iteration 79Q: 3 clusters Score -1909576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1909580.500000 Penalty: 3344.759766
	Iteration 80F: 3 clusters Score -1909580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1909578.875000 Penalty: 3344.759766
	Iteration 81Q: 3 clusters Score -1909579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1909578.750000 Penalty: 3344.759766
	Iteration 82Q: 3 clusters Score -1909579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1909580.500000 Penalty: 3344.759766
	Iteration 83Q: 3 clusters Score -1909580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1909582.125000 Penalty: 3344.759766
	Iteration 84Q: 3 clusters Score -1909582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1909583.500000 Penalty: 3344.759766
	Iteration 85Q: 3 clusters Score -1909584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1909584.000000 Penalty: 3344.759766
	Iteration 86Q: 3 clusters Score -1909584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1909584.750000 Penalty: 3344.759766
	Iteration 87Q: 3 clusters Score -1909585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1909584.625000 Penalty: 3344.759766
	Iteration 88Q: 3 clusters Score -1909585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1909584.000000 Penalty: 3344.759766
	Iteration 89Q: 3 clusters Score -1909584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1909583.625000 Penalty: 3344.759766
	Iteration 90Q: 3 clusters Score -1909584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1909582.000000 Penalty: 3344.759766
	Iteration 91Q: 3 clusters Score -1909582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1909582.000000 Penalty: 3344.759766
	Iteration 92F: 3 clusters Score -1909582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Entering Unmasked Estep 
Score: -379647.250000 Penalty: 1418.579712
	Iteration 0F: 2 clusters Score -379647.2 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 3150 members 
Entering Unmasked Estep 
Score: -374815.656250 Penalty: 2837.159424
	Iteration 0F: 3 clusters Score -374815.7 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -376264.875000 Penalty: 2837.159424
	Iteration 1F: 3 clusters Score -376264.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -376461.531250 Penalty: 2837.159424
	Iteration 2F: 3 clusters Score -376461.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -376614.218750 Penalty: 2837.159424
	Iteration 3Q: 3 clusters Score -376614.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -376742.437500 Penalty: 2837.159424
	Iteration 4Q: 3 clusters Score -376742.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -376855.406250 Penalty: 2837.159424
	Iteration 5Q: 3 clusters Score -376855.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -377011.375000 Penalty: 2837.159424
	Iteration 6Q: 3 clusters Score -377011.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -377179.125000 Penalty: 2837.159424
	Iteration 7Q: 3 clusters Score -377179.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -377381.343750 Penalty: 2837.159424
	Iteration 8Q: 3 clusters Score -377381.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -377600.218750 Penalty: 2837.159424
	Iteration 9Q: 3 clusters Score -377600.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -377819.718750 Penalty: 2837.159424
	Iteration 10Q: 3 clusters Score -377819.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -377998.218750 Penalty: 2837.159424
	Iteration 11Q: 3 clusters Score -377998.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -378105.625000 Penalty: 2837.159424
	Iteration 12Q: 3 clusters Score -378105.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -378200.000000 Penalty: 2837.159424
	Iteration 13Q: 3 clusters Score -378200 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -378276.468750 Penalty: 2837.159424
	Iteration 14Q: 3 clusters Score -378276.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -378333.750000 Penalty: 2837.159424
	Iteration 15Q: 3 clusters Score -378333.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -378370.312500 Penalty: 2837.159424
	Iteration 16Q: 3 clusters Score -378370.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -378390.562500 Penalty: 2837.159424
	Iteration 17Q: 3 clusters Score -378390.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -378411.125000 Penalty: 2837.159424
	Iteration 18Q: 3 clusters Score -378411.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -378431.968750 Penalty: 2837.159424
	Iteration 19Q: 3 clusters Score -378432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -378437.343750 Penalty: 2837.159424
	Iteration 20F: 3 clusters Score -378437.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -378439.687500 Penalty: 2837.159424
	Iteration 21Q: 3 clusters Score -378439.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -378439.687500 Penalty: 2837.159424
	Iteration 22F: 3 clusters Score -378439.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Entering Unmasked Estep 
Score: -560122.500000 Penalty: 1475.500610
	Iteration 0F: 2 clusters Score -560122.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -553760.125000 Penalty: 2951.001221
	Iteration 0F: 3 clusters Score -553760.1 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -555753.687500 Penalty: 2951.001221
	Iteration 1F: 3 clusters Score -555753.7 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -555979.812500 Penalty: 2951.001221
	Iteration 2F: 3 clusters Score -555979.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -556148.125000 Penalty: 2951.001221
	Iteration 3Q: 3 clusters Score -556148.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -556266.750000 Penalty: 2951.001221
	Iteration 4Q: 3 clusters Score -556266.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -556380.000000 Penalty: 2951.001221
	Iteration 5Q: 3 clusters Score -556380 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -556515.250000 Penalty: 2951.001221
	Iteration 6Q: 3 clusters Score -556515.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -556664.500000 Penalty: 2951.001221
	Iteration 7Q: 3 clusters Score -556664.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -556843.000000 Penalty: 2951.001221
	Iteration 8Q: 3 clusters Score -556843 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -557049.937500 Penalty: 2951.001221
	Iteration 9Q: 3 clusters Score -557049.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -557269.750000 Penalty: 2951.001221
	Iteration 10Q: 3 clusters Score -557269.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -557499.500000 Penalty: 2951.001221
	Iteration 11Q: 3 clusters Score -557499.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -557707.500000 Penalty: 2951.001221
	Iteration 12Q: 3 clusters Score -557707.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -557883.687500 Penalty: 2951.001221
	Iteration 13Q: 3 clusters Score -557883.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -558063.812500 Penalty: 2951.001221
	Iteration 14Q: 3 clusters Score -558063.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -558230.312500 Penalty: 2951.001221
	Iteration 15Q: 3 clusters Score -558230.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -558374.937500 Penalty: 2951.001221
	Iteration 16Q: 3 clusters Score -558374.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -558471.875000 Penalty: 2951.001221
	Iteration 17Q: 3 clusters Score -558471.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -558546.875000 Penalty: 2951.001221
	Iteration 18Q: 3 clusters Score -558546.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -558617.062500 Penalty: 2951.001221
	Iteration 19Q: 3 clusters Score -558617.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -558682.312500 Penalty: 2951.001221
	Iteration 20F: 3 clusters Score -558682.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -558724.937500 Penalty: 2951.001221
	Iteration 21Q: 3 clusters Score -558724.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -558750.437500 Penalty: 2951.001221
	Iteration 22Q: 3 clusters Score -558750.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -558774.125000 Penalty: 2951.001221
	Iteration 23Q: 3 clusters Score -558774.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -558793.000000 Penalty: 2951.001221
	Iteration 24Q: 3 clusters Score -558793 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -558801.000000 Penalty: 2951.001221
	Iteration 25Q: 3 clusters Score -558801 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -558809.000000 Penalty: 2951.001221
	Iteration 26Q: 3 clusters Score -558809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -558814.187500 Penalty: 2951.001221
	Iteration 27Q: 3 clusters Score -558814.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -558819.562500 Penalty: 2951.001221
	Iteration 28Q: 3 clusters Score -558819.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -558823.750000 Penalty: 2951.001221
	Iteration 29Q: 3 clusters Score -558823.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -558823.625000 Penalty: 2951.001221
	Iteration 30Q: 3 clusters Score -558823.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -558826.750000 Penalty: 2951.001221
	Iteration 31Q: 3 clusters Score -558826.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -558830.000000 Penalty: 2951.001221
	Iteration 32Q: 3 clusters Score -558830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -558834.687500 Penalty: 2951.001221
	Iteration 33Q: 3 clusters Score -558834.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -558836.187500 Penalty: 2951.001221
	Iteration 34Q: 3 clusters Score -558836.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -558838.187500 Penalty: 2951.001221
	Iteration 35Q: 3 clusters Score -558838.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -558840.437500 Penalty: 2951.001221
	Iteration 36Q: 3 clusters Score -558840.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -558844.312500 Penalty: 2951.001221
	Iteration 37Q: 3 clusters Score -558844.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -558846.125000 Penalty: 2951.001221
	Iteration 38Q: 3 clusters Score -558846.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -558849.062500 Penalty: 2951.001221
	Iteration 39Q: 3 clusters Score -558849.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -558853.812500 Penalty: 2951.001221
	Iteration 40F: 3 clusters Score -558853.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -558856.875000 Penalty: 2951.001221
	Iteration 41Q: 3 clusters Score -558856.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -558859.250000 Penalty: 2951.001221
	Iteration 42Q: 3 clusters Score -558859.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -558860.812500 Penalty: 2951.001221
	Iteration 43Q: 3 clusters Score -558860.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -558862.437500 Penalty: 2951.001221
	Iteration 44Q: 3 clusters Score -558862.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -558863.000000 Penalty: 2951.001221
	Iteration 45Q: 3 clusters Score -558863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -558864.125000 Penalty: 2951.001221
	Iteration 46Q: 3 clusters Score -558864.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -558866.437500 Penalty: 2951.001221
	Iteration 47Q: 3 clusters Score -558866.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -558866.687500 Penalty: 2951.001221
	Iteration 48Q: 3 clusters Score -558866.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -558867.312500 Penalty: 2951.001221
	Iteration 49Q: 3 clusters Score -558867.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -558868.812500 Penalty: 2951.001221
	Iteration 50Q: 3 clusters Score -558868.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -558868.812500 Penalty: 2951.001221
	Iteration 51F: 3 clusters Score -558868.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Entering Unmasked Estep 
Score: -332572.562500 Penalty: 1391.631470
	Iteration 0F: 2 clusters Score -332572.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -328449.125000 Penalty: 2783.262939
	Iteration 0F: 3 clusters Score -328449.1 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -329546.156250 Penalty: 2783.262939
	Iteration 1F: 3 clusters Score -329546.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -329740.968750 Penalty: 2783.262939
	Iteration 2F: 3 clusters Score -329741 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -329884.437500 Penalty: 2783.262939
	Iteration 3F: 3 clusters Score -329884.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -329979.781250 Penalty: 2783.262939
	Iteration 4Q: 3 clusters Score -329979.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -330051.406250 Penalty: 2783.262939
	Iteration 5Q: 3 clusters Score -330051.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -330117.843750 Penalty: 2783.262939
	Iteration 6Q: 3 clusters Score -330117.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -330173.468750 Penalty: 2783.262939
	Iteration 7Q: 3 clusters Score -330173.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -330223.375000 Penalty: 2783.262939
	Iteration 8Q: 3 clusters Score -330223.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -330270.500000 Penalty: 2783.262939
	Iteration 9Q: 3 clusters Score -330270.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -330321.000000 Penalty: 2783.262939
	Iteration 10Q: 3 clusters Score -330321 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -330377.812500 Penalty: 2783.262939
	Iteration 11Q: 3 clusters Score -330377.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -330435.093750 Penalty: 2783.262939
	Iteration 12Q: 3 clusters Score -330435.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -330483.000000 Penalty: 2783.262939
	Iteration 13Q: 3 clusters Score -330483 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -330538.750000 Penalty: 2783.262939
	Iteration 14Q: 3 clusters Score -330538.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -330602.125000 Penalty: 2783.262939
	Iteration 15Q: 3 clusters Score -330602.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -330670.031250 Penalty: 2783.262939
	Iteration 16Q: 3 clusters Score -330670 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -330734.781250 Penalty: 2783.262939
	Iteration 17Q: 3 clusters Score -330734.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -330792.875000 Penalty: 2783.262939
	Iteration 18Q: 3 clusters Score -330792.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -330862.250000 Penalty: 2783.262939
	Iteration 19Q: 3 clusters Score -330862.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -330924.093750 Penalty: 2783.262939
	Iteration 20F: 3 clusters Score -330924.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -330975.156250 Penalty: 2783.262939
	Iteration 21Q: 3 clusters Score -330975.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -331023.500000 Penalty: 2783.262939
	Iteration 22Q: 3 clusters Score -331023.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -331064.281250 Penalty: 2783.262939
	Iteration 23Q: 3 clusters Score -331064.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -331091.875000 Penalty: 2783.262939
	Iteration 24Q: 3 clusters Score -331091.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -331112.281250 Penalty: 2783.262939
	Iteration 25Q: 3 clusters Score -331112.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -331127.875000 Penalty: 2783.262939
	Iteration 26Q: 3 clusters Score -331127.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -331141.281250 Penalty: 2783.262939
	Iteration 27Q: 3 clusters Score -331141.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -331159.406250 Penalty: 2783.262939
	Iteration 28Q: 3 clusters Score -331159.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -331171.281250 Penalty: 2783.262939
	Iteration 29Q: 3 clusters Score -331171.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -331180.218750 Penalty: 2783.262939
	Iteration 30Q: 3 clusters Score -331180.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -331186.000000 Penalty: 2783.262939
	Iteration 31Q: 3 clusters Score -331186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -331190.843750 Penalty: 2783.262939
	Iteration 32Q: 3 clusters Score -331190.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -331195.500000 Penalty: 2783.262939
	Iteration 33Q: 3 clusters Score -331195.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -331196.968750 Penalty: 2783.262939
	Iteration 34Q: 3 clusters Score -331197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -331199.593750 Penalty: 2783.262939
	Iteration 35Q: 3 clusters Score -331199.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -331201.343750 Penalty: 2783.262939
	Iteration 36Q: 3 clusters Score -331201.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -331202.437500 Penalty: 2783.262939
	Iteration 37Q: 3 clusters Score -331202.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -331202.625000 Penalty: 2783.262939
	Iteration 38Q: 3 clusters Score -331202.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -331204.562500 Penalty: 2783.262939
	Iteration 39Q: 3 clusters Score -331204.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -331204.968750 Penalty: 2783.262939
	Iteration 40F: 3 clusters Score -331205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Entering Unmasked Estep 
Score: -670648.437500 Penalty: 1502.991089
	Iteration 0F: 2 clusters Score -670648.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -663145.875000 Penalty: 3005.982178
	Iteration 0F: 3 clusters Score -663145.9 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -665565.125000 Penalty: 3005.982178
	Iteration 1F: 3 clusters Score -665565.1 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -665759.625000 Penalty: 3005.982178
	Iteration 2F: 3 clusters Score -665759.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -665927.125000 Penalty: 3005.982178
	Iteration 3Q: 3 clusters Score -665927.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -666059.375000 Penalty: 3005.982178
	Iteration 4Q: 3 clusters Score -666059.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -666166.000000 Penalty: 3005.982178
	Iteration 5Q: 3 clusters Score -666166 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -666250.062500 Penalty: 3005.982178
	Iteration 6Q: 3 clusters Score -666250.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -666326.062500 Penalty: 3005.982178
	Iteration 7Q: 3 clusters Score -666326.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -666390.937500 Penalty: 3005.982178
	Iteration 8Q: 3 clusters Score -666390.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -666449.437500 Penalty: 3005.982178
	Iteration 9Q: 3 clusters Score -666449.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -666496.125000 Penalty: 3005.982178
	Iteration 10Q: 3 clusters Score -666496.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -666552.437500 Penalty: 3005.982178
	Iteration 11Q: 3 clusters Score -666552.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -666618.937500 Penalty: 3005.982178
	Iteration 12Q: 3 clusters Score -666618.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -666717.937500 Penalty: 3005.982178
	Iteration 13Q: 3 clusters Score -666717.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -666852.437500 Penalty: 3005.982178
	Iteration 14Q: 3 clusters Score -666852.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -667036.750000 Penalty: 3005.982178
	Iteration 15Q: 3 clusters Score -667036.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -667272.125000 Penalty: 3005.982178
	Iteration 16Q: 3 clusters Score -667272.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -667565.750000 Penalty: 3005.982178
	Iteration 17Q: 3 clusters Score -667565.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -667881.125000 Penalty: 3005.982178
	Iteration 18Q: 3 clusters Score -667881.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -668163.375000 Penalty: 3005.982178
	Iteration 19Q: 3 clusters Score -668163.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -668396.000000 Penalty: 3005.982178
	Iteration 20F: 3 clusters Score -668396 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -668548.312500 Penalty: 3005.982178
	Iteration 21Q: 3 clusters Score -668548.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -668646.937500 Penalty: 3005.982178
	Iteration 22Q: 3 clusters Score -668646.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -668733.500000 Penalty: 3005.982178
	Iteration 23Q: 3 clusters Score -668733.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -668795.750000 Penalty: 3005.982178
	Iteration 24Q: 3 clusters Score -668795.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -668839.812500 Penalty: 3005.982178
	Iteration 25Q: 3 clusters Score -668839.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -668868.437500 Penalty: 3005.982178
	Iteration 26Q: 3 clusters Score -668868.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -668890.062500 Penalty: 3005.982178
	Iteration 27Q: 3 clusters Score -668890.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -668907.187500 Penalty: 3005.982178
	Iteration 28Q: 3 clusters Score -668907.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -668926.375000 Penalty: 3005.982178
	Iteration 29Q: 3 clusters Score -668926.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -668939.687500 Penalty: 3005.982178
	Iteration 30Q: 3 clusters Score -668939.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -668950.750000 Penalty: 3005.982178
	Iteration 31Q: 3 clusters Score -668950.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -668962.812500 Penalty: 3005.982178
	Iteration 32Q: 3 clusters Score -668962.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -668974.687500 Penalty: 3005.982178
	Iteration 33Q: 3 clusters Score -668974.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -668985.562500 Penalty: 3005.982178
	Iteration 34Q: 3 clusters Score -668985.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -668993.437500 Penalty: 3005.982178
	Iteration 35Q: 3 clusters Score -668993.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -669003.375000 Penalty: 3005.982178
	Iteration 36Q: 3 clusters Score -669003.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -669015.312500 Penalty: 3005.982178
	Iteration 37Q: 3 clusters Score -669015.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -669022.187500 Penalty: 3005.982178
	Iteration 38Q: 3 clusters Score -669022.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -669032.312500 Penalty: 3005.982178
	Iteration 39Q: 3 clusters Score -669032.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -669044.750000 Penalty: 3005.982178
	Iteration 40F: 3 clusters Score -669044.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -669054.562500 Penalty: 3005.982178
	Iteration 41Q: 3 clusters Score -669054.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -669066.437500 Penalty: 3005.982178
	Iteration 42Q: 3 clusters Score -669066.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -669072.750000 Penalty: 3005.982178
	Iteration 43Q: 3 clusters Score -669072.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -669076.437500 Penalty: 3005.982178
	Iteration 44Q: 3 clusters Score -669076.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -669080.625000 Penalty: 3005.982178
	Iteration 45Q: 3 clusters Score -669080.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -669082.750000 Penalty: 3005.982178
	Iteration 46Q: 3 clusters Score -669082.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -669084.937500 Penalty: 3005.982178
	Iteration 47Q: 3 clusters Score -669084.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -669086.062500 Penalty: 3005.982178
	Iteration 48Q: 3 clusters Score -669086.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -669086.375000 Penalty: 3005.982178
	Iteration 49Q: 3 clusters Score -669086.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -669087.312500 Penalty: 3005.982178
	Iteration 50Q: 3 clusters Score -669087.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -669087.500000 Penalty: 3005.982178
	Iteration 51Q: 3 clusters Score -669087.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -669089.875000 Penalty: 3005.982178
	Iteration 52Q: 3 clusters Score -669089.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -669092.625000 Penalty: 3005.982178
	Iteration 53Q: 3 clusters Score -669092.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -669094.125000 Penalty: 3005.982178
	Iteration 54Q: 3 clusters Score -669094.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -669093.562500 Penalty: 3005.982178
	Iteration 55Q: 3 clusters Score -669093.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -669094.937500 Penalty: 3005.982178
	Iteration 56Q: 3 clusters Score -669094.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -669097.312500 Penalty: 3005.982178
	Iteration 57Q: 3 clusters Score -669097.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -669098.687500 Penalty: 3005.982178
	Iteration 58Q: 3 clusters Score -669098.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -669099.437500 Penalty: 3005.982178
	Iteration 59Q: 3 clusters Score -669099.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -669100.750000 Penalty: 3005.982178
	Iteration 60F: 3 clusters Score -669100.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -669102.125000 Penalty: 3005.982178
	Iteration 61Q: 3 clusters Score -669102.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -669099.875000 Penalty: 3005.982178
	Iteration 62Q: 3 clusters Score -669099.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -669100.312500 Penalty: 3005.982178
	Iteration 63Q: 3 clusters Score -669100.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -669099.562500 Penalty: 3005.982178
	Iteration 64Q: 3 clusters Score -669099.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -669101.625000 Penalty: 3005.982178
	Iteration 65Q: 3 clusters Score -669101.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -669101.625000 Penalty: 3005.982178
	Iteration 66F: 3 clusters Score -669101.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Entering Unmasked Estep 
Score: -312706.406250 Penalty: 1403.212524
	Iteration 0F: 2 clusters Score -312706.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -308357.062500 Penalty: 2806.425049
	Iteration 0F: 3 clusters Score -308357.1 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -309633.062500 Penalty: 2806.425049
	Iteration 1F: 3 clusters Score -309633.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -309828.656250 Penalty: 2806.425049
	Iteration 2F: 3 clusters Score -309828.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -309958.843750 Penalty: 2806.425049
	Iteration 3F: 3 clusters Score -309958.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -310063.718750 Penalty: 2806.425049
	Iteration 4Q: 3 clusters Score -310063.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -310160.468750 Penalty: 2806.425049
	Iteration 5Q: 3 clusters Score -310160.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -310258.875000 Penalty: 2806.425049
	Iteration 6Q: 3 clusters Score -310258.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -310366.156250 Penalty: 2806.425049
	Iteration 7Q: 3 clusters Score -310366.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -310464.593750 Penalty: 2806.425049
	Iteration 8Q: 3 clusters Score -310464.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -310528.781250 Penalty: 2806.425049
	Iteration 9Q: 3 clusters Score -310528.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -310571.218750 Penalty: 2806.425049
	Iteration 10Q: 3 clusters Score -310571.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -310602.062500 Penalty: 2806.425049
	Iteration 11Q: 3 clusters Score -310602.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -310631.468750 Penalty: 2806.425049
	Iteration 12Q: 3 clusters Score -310631.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -310659.156250 Penalty: 2806.425049
	Iteration 13Q: 3 clusters Score -310659.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -310685.062500 Penalty: 2806.425049
	Iteration 14Q: 3 clusters Score -310685.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -310703.031250 Penalty: 2806.425049
	Iteration 15Q: 3 clusters Score -310703 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -310719.125000 Penalty: 2806.425049
	Iteration 16Q: 3 clusters Score -310719.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -310735.000000 Penalty: 2806.425049
	Iteration 17Q: 3 clusters Score -310735 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -310748.593750 Penalty: 2806.425049
	Iteration 18Q: 3 clusters Score -310748.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -310761.750000 Penalty: 2806.425049
	Iteration 19Q: 3 clusters Score -310761.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -310777.500000 Penalty: 2806.425049
	Iteration 20F: 3 clusters Score -310777.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -310796.468750 Penalty: 2806.425049
	Iteration 21Q: 3 clusters Score -310796.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -310816.843750 Penalty: 2806.425049
	Iteration 22Q: 3 clusters Score -310816.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -310830.500000 Penalty: 2806.425049
	Iteration 23Q: 3 clusters Score -310830.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -310839.343750 Penalty: 2806.425049
	Iteration 24Q: 3 clusters Score -310839.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -310853.343750 Penalty: 2806.425049
	Iteration 25Q: 3 clusters Score -310853.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -310868.468750 Penalty: 2806.425049
	Iteration 26Q: 3 clusters Score -310868.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -310884.625000 Penalty: 2806.425049
	Iteration 27Q: 3 clusters Score -310884.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -310899.343750 Penalty: 2806.425049
	Iteration 28Q: 3 clusters Score -310899.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -310910.781250 Penalty: 2806.425049
	Iteration 29Q: 3 clusters Score -310910.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -310919.531250 Penalty: 2806.425049
	Iteration 30Q: 3 clusters Score -310919.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -310927.093750 Penalty: 2806.425049
	Iteration 31Q: 3 clusters Score -310927.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -310938.687500 Penalty: 2806.425049
	Iteration 32Q: 3 clusters Score -310938.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -310957.781250 Penalty: 2806.425049
	Iteration 33Q: 3 clusters Score -310957.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -310973.187500 Penalty: 2806.425049
	Iteration 34Q: 3 clusters Score -310973.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -310989.125000 Penalty: 2806.425049
	Iteration 35Q: 3 clusters Score -310989.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -311005.000000 Penalty: 2806.425049
	Iteration 36Q: 3 clusters Score -311005 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -311018.875000 Penalty: 2806.425049
	Iteration 37Q: 3 clusters Score -311018.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -311038.093750 Penalty: 2806.425049
	Iteration 38Q: 3 clusters Score -311038.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -311055.812500 Penalty: 2806.425049
	Iteration 39Q: 3 clusters Score -311055.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -311068.375000 Penalty: 2806.425049
	Iteration 40F: 3 clusters Score -311068.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -311079.843750 Penalty: 2806.425049
	Iteration 41Q: 3 clusters Score -311079.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -311094.125000 Penalty: 2806.425049
	Iteration 42Q: 3 clusters Score -311094.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -311108.281250 Penalty: 2806.425049
	Iteration 43Q: 3 clusters Score -311108.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -311121.875000 Penalty: 2806.425049
	Iteration 44Q: 3 clusters Score -311121.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -311137.031250 Penalty: 2806.425049
	Iteration 45Q: 3 clusters Score -311137 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -311156.968750 Penalty: 2806.425049
	Iteration 46Q: 3 clusters Score -311157 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -311178.250000 Penalty: 2806.425049
	Iteration 47Q: 3 clusters Score -311178.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -311208.093750 Penalty: 2806.425049
	Iteration 48Q: 3 clusters Score -311208.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -311237.156250 Penalty: 2806.425049
	Iteration 49Q: 3 clusters Score -311237.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -311276.250000 Penalty: 2806.425049
	Iteration 50Q: 3 clusters Score -311276.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -311334.968750 Penalty: 2806.425049
	Iteration 51Q: 3 clusters Score -311335 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -311388.000000 Penalty: 2806.425049
	Iteration 52Q: 3 clusters Score -311388 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -311442.781250 Penalty: 2806.425049
	Iteration 53Q: 3 clusters Score -311442.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -311505.781250 Penalty: 2806.425049
	Iteration 54Q: 3 clusters Score -311505.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -311559.593750 Penalty: 2806.425049
	Iteration 55Q: 3 clusters Score -311559.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -311595.312500 Penalty: 2806.425049
	Iteration 56Q: 3 clusters Score -311595.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -311622.343750 Penalty: 2806.425049
	Iteration 57Q: 3 clusters Score -311622.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -311641.750000 Penalty: 2806.425049
	Iteration 58Q: 3 clusters Score -311641.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -311659.718750 Penalty: 2806.425049
	Iteration 59Q: 3 clusters Score -311659.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -311672.562500 Penalty: 2806.425049
	Iteration 60F: 3 clusters Score -311672.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -311683.625000 Penalty: 2806.425049
	Iteration 61Q: 3 clusters Score -311683.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -311695.062500 Penalty: 2806.425049
	Iteration 62Q: 3 clusters Score -311695.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -311700.968750 Penalty: 2806.425049
	Iteration 63Q: 3 clusters Score -311701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -311704.531250 Penalty: 2806.425049
	Iteration 64Q: 3 clusters Score -311704.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -311708.000000 Penalty: 2806.425049
	Iteration 65Q: 3 clusters Score -311708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -311711.312500 Penalty: 2806.425049
	Iteration 66Q: 3 clusters Score -311711.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -311716.906250 Penalty: 2806.425049
	Iteration 67Q: 3 clusters Score -311716.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -311719.281250 Penalty: 2806.425049
	Iteration 68Q: 3 clusters Score -311719.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -311721.406250 Penalty: 2806.425049
	Iteration 69Q: 3 clusters Score -311721.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -311724.968750 Penalty: 2806.425049
	Iteration 70Q: 3 clusters Score -311725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -311729.468750 Penalty: 2806.425049
	Iteration 71Q: 3 clusters Score -311729.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -311732.906250 Penalty: 2806.425049
	Iteration 72Q: 3 clusters Score -311732.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -311737.406250 Penalty: 2806.425049
	Iteration 73Q: 3 clusters Score -311737.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -311742.562500 Penalty: 2806.425049
	Iteration 74Q: 3 clusters Score -311742.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -311749.625000 Penalty: 2806.425049
	Iteration 75Q: 3 clusters Score -311749.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -311754.250000 Penalty: 2806.425049
	Iteration 76Q: 3 clusters Score -311754.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -311758.406250 Penalty: 2806.425049
	Iteration 77Q: 3 clusters Score -311758.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -311761.593750 Penalty: 2806.425049
	Iteration 78Q: 3 clusters Score -311761.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -311764.375000 Penalty: 2806.425049
	Iteration 79Q: 3 clusters Score -311764.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -311765.906250 Penalty: 2806.425049
	Iteration 80F: 3 clusters Score -311765.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -311766.687500 Penalty: 2806.425049
	Iteration 81Q: 3 clusters Score -311766.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -311768.062500 Penalty: 2806.425049
	Iteration 82Q: 3 clusters Score -311768.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -311769.156250 Penalty: 2806.425049
	Iteration 83Q: 3 clusters Score -311769.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -311770.937500 Penalty: 2806.425049
	Iteration 84Q: 3 clusters Score -311770.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -311770.843750 Penalty: 2806.425049
	Iteration 85Q: 3 clusters Score -311770.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -311771.093750 Penalty: 2806.425049
	Iteration 86Q: 3 clusters Score -311771.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -311771.093750 Penalty: 2806.425049
	Iteration 87F: 3 clusters Score -311771.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -352233.718750 Penalty: 1403.789185
	Iteration 0F: 2 clusters Score -352233.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -347862.968750 Penalty: 2807.578369
	Iteration 0F: 3 clusters Score -347863 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -349123.906250 Penalty: 2807.578369
	Iteration 1F: 3 clusters Score -349123.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -349315.000000 Penalty: 2807.578369
	Iteration 2F: 3 clusters Score -349315 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -349466.062500 Penalty: 2807.578369
	Iteration 3Q: 3 clusters Score -349466.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -349616.593750 Penalty: 2807.578369
	Iteration 4Q: 3 clusters Score -349616.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -349787.562500 Penalty: 2807.578369
	Iteration 5Q: 3 clusters Score -349787.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -349983.281250 Penalty: 2807.578369
	Iteration 6Q: 3 clusters Score -349983.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -350213.656250 Penalty: 2807.578369
	Iteration 7Q: 3 clusters Score -350213.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -350443.437500 Penalty: 2807.578369
	Iteration 8Q: 3 clusters Score -350443.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -350645.031250 Penalty: 2807.578369
	Iteration 9Q: 3 clusters Score -350645 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -350808.468750 Penalty: 2807.578369
	Iteration 10Q: 3 clusters Score -350808.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -350904.031250 Penalty: 2807.578369
	Iteration 11Q: 3 clusters Score -350904 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -350968.562500 Penalty: 2807.578369
	Iteration 12Q: 3 clusters Score -350968.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -351030.531250 Penalty: 2807.578369
	Iteration 13Q: 3 clusters Score -351030.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -351070.687500 Penalty: 2807.578369
	Iteration 14Q: 3 clusters Score -351070.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -351089.062500 Penalty: 2807.578369
	Iteration 15Q: 3 clusters Score -351089.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -351097.000000 Penalty: 2807.578369
	Iteration 16Q: 3 clusters Score -351097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -351103.437500 Penalty: 2807.578369
	Iteration 17Q: 3 clusters Score -351103.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -351111.531250 Penalty: 2807.578369
	Iteration 18Q: 3 clusters Score -351111.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -351118.281250 Penalty: 2807.578369
	Iteration 19Q: 3 clusters Score -351118.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -351125.750000 Penalty: 2807.578369
	Iteration 20F: 3 clusters Score -351125.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -351130.281250 Penalty: 2807.578369
	Iteration 21Q: 3 clusters Score -351130.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -351134.343750 Penalty: 2807.578369
	Iteration 22Q: 3 clusters Score -351134.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -351138.375000 Penalty: 2807.578369
	Iteration 23Q: 3 clusters Score -351138.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -351141.656250 Penalty: 2807.578369
	Iteration 24Q: 3 clusters Score -351141.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -351144.093750 Penalty: 2807.578369
	Iteration 25Q: 3 clusters Score -351144.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -351145.656250 Penalty: 2807.578369
	Iteration 26Q: 3 clusters Score -351145.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -351147.843750 Penalty: 2807.578369
	Iteration 27Q: 3 clusters Score -351147.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -351148.062500 Penalty: 2807.578369
	Iteration 28Q: 3 clusters Score -351148.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -351149.281250 Penalty: 2807.578369
	Iteration 29Q: 3 clusters Score -351149.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -351149.187500 Penalty: 2807.578369
	Iteration 30Q: 3 clusters Score -351149.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -351149.531250 Penalty: 2807.578369
	Iteration 31Q: 3 clusters Score -351149.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -351149.531250 Penalty: 2807.578369
	Iteration 32F: 3 clusters Score -351149.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Entering Unmasked Estep 
Score: -453427.875000 Penalty: 1433.459595
	Iteration 0F: 2 clusters Score -453427.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -448330.375000 Penalty: 2866.919189
	Iteration 0F: 3 clusters Score -448330.4 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -449904.125000 Penalty: 2866.919189
	Iteration 1F: 3 clusters Score -449904.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -450158.718750 Penalty: 2866.919189
	Iteration 2F: 3 clusters Score -450158.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -450381.406250 Penalty: 2866.919189
	Iteration 3F: 3 clusters Score -450381.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -450574.187500 Penalty: 2866.919189
	Iteration 4F: 3 clusters Score -450574.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -450755.375000 Penalty: 2866.919189
	Iteration 5Q: 3 clusters Score -450755.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -450933.468750 Penalty: 2866.919189
	Iteration 6Q: 3 clusters Score -450933.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -451148.906250 Penalty: 2866.919189
	Iteration 7Q: 3 clusters Score -451148.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -451369.781250 Penalty: 2866.919189
	Iteration 8Q: 3 clusters Score -451369.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -451572.281250 Penalty: 2866.919189
	Iteration 9Q: 3 clusters Score -451572.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -451707.625000 Penalty: 2866.919189
	Iteration 10Q: 3 clusters Score -451707.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -451819.531250 Penalty: 2866.919189
	Iteration 11Q: 3 clusters Score -451819.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -451911.437500 Penalty: 2866.919189
	Iteration 12Q: 3 clusters Score -451911.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -451979.531250 Penalty: 2866.919189
	Iteration 13Q: 3 clusters Score -451979.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -452027.406250 Penalty: 2866.919189
	Iteration 14Q: 3 clusters Score -452027.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -452061.281250 Penalty: 2866.919189
	Iteration 15Q: 3 clusters Score -452061.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -452098.093750 Penalty: 2866.919189
	Iteration 16Q: 3 clusters Score -452098.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -452122.281250 Penalty: 2866.919189
	Iteration 17Q: 3 clusters Score -452122.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -452137.437500 Penalty: 2866.919189
	Iteration 18Q: 3 clusters Score -452137.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -452152.781250 Penalty: 2866.919189
	Iteration 19Q: 3 clusters Score -452152.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -452166.875000 Penalty: 2866.919189
	Iteration 20F: 3 clusters Score -452166.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -452181.531250 Penalty: 2866.919189
	Iteration 21Q: 3 clusters Score -452181.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -452197.093750 Penalty: 2866.919189
	Iteration 22Q: 3 clusters Score -452197.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -452205.500000 Penalty: 2866.919189
	Iteration 23Q: 3 clusters Score -452205.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -452218.593750 Penalty: 2866.919189
	Iteration 24Q: 3 clusters Score -452218.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -452229.281250 Penalty: 2866.919189
	Iteration 25Q: 3 clusters Score -452229.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -452235.968750 Penalty: 2866.919189
	Iteration 26Q: 3 clusters Score -452236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -452242.468750 Penalty: 2866.919189
	Iteration 27Q: 3 clusters Score -452242.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -452249.593750 Penalty: 2866.919189
	Iteration 28Q: 3 clusters Score -452249.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -452256.125000 Penalty: 2866.919189
	Iteration 29Q: 3 clusters Score -452256.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -452260.062500 Penalty: 2866.919189
	Iteration 30Q: 3 clusters Score -452260.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -452266.437500 Penalty: 2866.919189
	Iteration 31Q: 3 clusters Score -452266.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -452270.250000 Penalty: 2866.919189
	Iteration 32Q: 3 clusters Score -452270.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -452272.062500 Penalty: 2866.919189
	Iteration 33Q: 3 clusters Score -452272.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -452273.531250 Penalty: 2866.919189
	Iteration 34Q: 3 clusters Score -452273.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -452277.375000 Penalty: 2866.919189
	Iteration 35Q: 3 clusters Score -452277.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -452280.250000 Penalty: 2866.919189
	Iteration 36Q: 3 clusters Score -452280.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -452283.562500 Penalty: 2866.919189
	Iteration 37Q: 3 clusters Score -452283.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -452288.968750 Penalty: 2866.919189
	Iteration 38Q: 3 clusters Score -452289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -452294.531250 Penalty: 2866.919189
	Iteration 39Q: 3 clusters Score -452294.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -452297.812500 Penalty: 2866.919189
	Iteration 40F: 3 clusters Score -452297.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -452302.406250 Penalty: 2866.919189
	Iteration 41Q: 3 clusters Score -452302.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -452304.250000 Penalty: 2866.919189
	Iteration 42Q: 3 clusters Score -452304.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -452306.906250 Penalty: 2866.919189
	Iteration 43Q: 3 clusters Score -452306.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -452307.468750 Penalty: 2866.919189
	Iteration 44Q: 3 clusters Score -452307.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -452308.125000 Penalty: 2866.919189
	Iteration 45Q: 3 clusters Score -452308.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -452309.406250 Penalty: 2866.919189
	Iteration 46Q: 3 clusters Score -452309.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -452309.875000 Penalty: 2866.919189
	Iteration 47Q: 3 clusters Score -452309.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -452311.187500 Penalty: 2866.919189
	Iteration 48Q: 3 clusters Score -452311.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -452311.500000 Penalty: 2866.919189
	Iteration 49Q: 3 clusters Score -452311.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -452313.343750 Penalty: 2866.919189
	Iteration 50Q: 3 clusters Score -452313.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -452313.562500 Penalty: 2866.919189
	Iteration 51Q: 3 clusters Score -452313.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -452314.968750 Penalty: 2866.919189
	Iteration 52Q: 3 clusters Score -452315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -452316.593750 Penalty: 2866.919189
	Iteration 53Q: 3 clusters Score -452316.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -452318.125000 Penalty: 2866.919189
	Iteration 54Q: 3 clusters Score -452318.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -452320.187500 Penalty: 2866.919189
	Iteration 55Q: 3 clusters Score -452320.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -452320.406250 Penalty: 2866.919189
	Iteration 56Q: 3 clusters Score -452320.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -452320.406250 Penalty: 2866.919189
	Iteration 57F: 3 clusters Score -452320.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Entering Unmasked Estep 
Score: -102918.250000 Penalty: 1213.075928
	Iteration 0F: 2 clusters Score -102918.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -100983.734375 Penalty: 2426.151855
	Iteration 0F: 3 clusters Score -100983.7 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -101418.398438 Penalty: 2426.151855
	Iteration 1F: 3 clusters Score -101418.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -101532.929688 Penalty: 2426.151855
	Iteration 2F: 3 clusters Score -101532.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -101590.062500 Penalty: 2426.151855
	Iteration 3Q: 3 clusters Score -101590.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -101620.945312 Penalty: 2426.151855
	Iteration 4Q: 3 clusters Score -101620.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -101643.539062 Penalty: 2426.151855
	Iteration 5Q: 3 clusters Score -101643.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -101657.867188 Penalty: 2426.151855
	Iteration 6Q: 3 clusters Score -101657.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -101666.796875 Penalty: 2426.151855
	Iteration 7Q: 3 clusters Score -101666.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -101678.148438 Penalty: 2426.151855
	Iteration 8Q: 3 clusters Score -101678.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -101687.906250 Penalty: 2426.151855
	Iteration 9Q: 3 clusters Score -101687.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -101693.617188 Penalty: 2426.151855
	Iteration 10Q: 3 clusters Score -101693.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -101698.257812 Penalty: 2426.151855
	Iteration 11Q: 3 clusters Score -101698.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -101702.960938 Penalty: 2426.151855
	Iteration 12Q: 3 clusters Score -101703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -101708.265625 Penalty: 2426.151855
	Iteration 13Q: 3 clusters Score -101708.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -101712.390625 Penalty: 2426.151855
	Iteration 14Q: 3 clusters Score -101712.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -101715.843750 Penalty: 2426.151855
	Iteration 15Q: 3 clusters Score -101715.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -101716.734375 Penalty: 2426.151855
	Iteration 16Q: 3 clusters Score -101716.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -101718.429688 Penalty: 2426.151855
	Iteration 17Q: 3 clusters Score -101718.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -101719.539062 Penalty: 2426.151855
	Iteration 18Q: 3 clusters Score -101719.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -101722.492188 Penalty: 2426.151855
	Iteration 19Q: 3 clusters Score -101722.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -101725.625000 Penalty: 2426.151855
	Iteration 20F: 3 clusters Score -101725.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -101729.687500 Penalty: 2426.151855
	Iteration 21Q: 3 clusters Score -101729.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -101732.609375 Penalty: 2426.151855
	Iteration 22Q: 3 clusters Score -101732.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -101734.835938 Penalty: 2426.151855
	Iteration 23Q: 3 clusters Score -101734.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -101737.507812 Penalty: 2426.151855
	Iteration 24Q: 3 clusters Score -101737.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -101738.976562 Penalty: 2426.151855
	Iteration 25Q: 3 clusters Score -101739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -101739.578125 Penalty: 2426.151855
	Iteration 26Q: 3 clusters Score -101739.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -101741.101562 Penalty: 2426.151855
	Iteration 27Q: 3 clusters Score -101741.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -101742.015625 Penalty: 2426.151855
	Iteration 28Q: 3 clusters Score -101742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -101742.015625 Penalty: 2426.151855
	Iteration 29F: 3 clusters Score -101742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Entering Unmasked Estep 
Score: -540096.500000 Penalty: 1464.233643
	Iteration 0F: 2 clusters Score -540096.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -534092.875000 Penalty: 2928.467285
	Iteration 0F: 3 clusters Score -534092.9 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -535895.625000 Penalty: 2928.467285
	Iteration 1F: 3 clusters Score -535895.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -536085.500000 Penalty: 2928.467285
	Iteration 2F: 3 clusters Score -536085.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -536222.687500 Penalty: 2928.467285
	Iteration 3Q: 3 clusters Score -536222.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -536331.937500 Penalty: 2928.467285
	Iteration 4Q: 3 clusters Score -536331.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -536418.187500 Penalty: 2928.467285
	Iteration 5Q: 3 clusters Score -536418.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -536483.875000 Penalty: 2928.467285
	Iteration 6Q: 3 clusters Score -536483.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -536532.687500 Penalty: 2928.467285
	Iteration 7Q: 3 clusters Score -536532.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -536577.250000 Penalty: 2928.467285
	Iteration 8Q: 3 clusters Score -536577.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -536615.187500 Penalty: 2928.467285
	Iteration 9Q: 3 clusters Score -536615.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -536644.750000 Penalty: 2928.467285
	Iteration 10Q: 3 clusters Score -536644.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -536675.062500 Penalty: 2928.467285
	Iteration 11Q: 3 clusters Score -536675.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -536713.000000 Penalty: 2928.467285
	Iteration 12Q: 3 clusters Score -536713 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -536759.937500 Penalty: 2928.467285
	Iteration 13Q: 3 clusters Score -536759.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -536822.187500 Penalty: 2928.467285
	Iteration 14Q: 3 clusters Score -536822.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -536905.187500 Penalty: 2928.467285
	Iteration 15Q: 3 clusters Score -536905.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -537039.312500 Penalty: 2928.467285
	Iteration 16Q: 3 clusters Score -537039.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -537198.437500 Penalty: 2928.467285
	Iteration 17Q: 3 clusters Score -537198.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -537361.000000 Penalty: 2928.467285
	Iteration 18Q: 3 clusters Score -537361 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -537557.437500 Penalty: 2928.467285
	Iteration 19Q: 3 clusters Score -537557.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -537738.750000 Penalty: 2928.467285
	Iteration 20F: 3 clusters Score -537738.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -537891.125000 Penalty: 2928.467285
	Iteration 21Q: 3 clusters Score -537891.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -537993.750000 Penalty: 2928.467285
	Iteration 22Q: 3 clusters Score -537993.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -538065.250000 Penalty: 2928.467285
	Iteration 23Q: 3 clusters Score -538065.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -538139.375000 Penalty: 2928.467285
	Iteration 24Q: 3 clusters Score -538139.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -538207.937500 Penalty: 2928.467285
	Iteration 25Q: 3 clusters Score -538207.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -538268.000000 Penalty: 2928.467285
	Iteration 26Q: 3 clusters Score -538268 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -538330.562500 Penalty: 2928.467285
	Iteration 27Q: 3 clusters Score -538330.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -538395.750000 Penalty: 2928.467285
	Iteration 28Q: 3 clusters Score -538395.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -538471.250000 Penalty: 2928.467285
	Iteration 29Q: 3 clusters Score -538471.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -538539.062500 Penalty: 2928.467285
	Iteration 30Q: 3 clusters Score -538539.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -538601.312500 Penalty: 2928.467285
	Iteration 31Q: 3 clusters Score -538601.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -538650.750000 Penalty: 2928.467285
	Iteration 32Q: 3 clusters Score -538650.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -538684.375000 Penalty: 2928.467285
	Iteration 33Q: 3 clusters Score -538684.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -538710.062500 Penalty: 2928.467285
	Iteration 34Q: 3 clusters Score -538710.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -538744.750000 Penalty: 2928.467285
	Iteration 35Q: 3 clusters Score -538744.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -538778.312500 Penalty: 2928.467285
	Iteration 36Q: 3 clusters Score -538778.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -538795.562500 Penalty: 2928.467285
	Iteration 37Q: 3 clusters Score -538795.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -538812.812500 Penalty: 2928.467285
	Iteration 38Q: 3 clusters Score -538812.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -538831.062500 Penalty: 2928.467285
	Iteration 39Q: 3 clusters Score -538831.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -538845.125000 Penalty: 2928.467285
	Iteration 40F: 3 clusters Score -538845.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -538859.750000 Penalty: 2928.467285
	Iteration 41Q: 3 clusters Score -538859.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -538871.187500 Penalty: 2928.467285
	Iteration 42Q: 3 clusters Score -538871.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -538879.562500 Penalty: 2928.467285
	Iteration 43Q: 3 clusters Score -538879.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -538888.187500 Penalty: 2928.467285
	Iteration 44Q: 3 clusters Score -538888.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -538895.437500 Penalty: 2928.467285
	Iteration 45Q: 3 clusters Score -538895.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -538905.437500 Penalty: 2928.467285
	Iteration 46Q: 3 clusters Score -538905.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -538911.250000 Penalty: 2928.467285
	Iteration 47Q: 3 clusters Score -538911.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -538918.000000 Penalty: 2928.467285
	Iteration 48Q: 3 clusters Score -538918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -538926.187500 Penalty: 2928.467285
	Iteration 49Q: 3 clusters Score -538926.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -538931.312500 Penalty: 2928.467285
	Iteration 50Q: 3 clusters Score -538931.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -538936.250000 Penalty: 2928.467285
	Iteration 51Q: 3 clusters Score -538936.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -538937.812500 Penalty: 2928.467285
	Iteration 52Q: 3 clusters Score -538937.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -538939.812500 Penalty: 2928.467285
	Iteration 53Q: 3 clusters Score -538939.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -538943.562500 Penalty: 2928.467285
	Iteration 54Q: 3 clusters Score -538943.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -538946.625000 Penalty: 2928.467285
	Iteration 55Q: 3 clusters Score -538946.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -538948.500000 Penalty: 2928.467285
	Iteration 56Q: 3 clusters Score -538948.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -538950.062500 Penalty: 2928.467285
	Iteration 57Q: 3 clusters Score -538950.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -538952.812500 Penalty: 2928.467285
	Iteration 58Q: 3 clusters Score -538952.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -538954.687500 Penalty: 2928.467285
	Iteration 59Q: 3 clusters Score -538954.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -538955.937500 Penalty: 2928.467285
	Iteration 60F: 3 clusters Score -538955.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -538956.312500 Penalty: 2928.467285
	Iteration 61Q: 3 clusters Score -538956.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -538956.312500 Penalty: 2928.467285
	Iteration 62Q: 3 clusters Score -538956.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -538957.937500 Penalty: 2928.467285
	Iteration 63Q: 3 clusters Score -538957.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -538959.250000 Penalty: 2928.467285
	Iteration 64Q: 3 clusters Score -538959.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -538959.000000 Penalty: 2928.467285
	Iteration 65Q: 3 clusters Score -538959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -538959.625000 Penalty: 2928.467285
	Iteration 66Q: 3 clusters Score -538959.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -538960.250000 Penalty: 2928.467285
	Iteration 67Q: 3 clusters Score -538960.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -538960.187500 Penalty: 2928.467285
	Iteration 68Q: 3 clusters Score -538960.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -538962.375000 Penalty: 2928.467285
	Iteration 69Q: 3 clusters Score -538962.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -538963.500000 Penalty: 2928.467285
	Iteration 70Q: 3 clusters Score -538963.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -538965.312500 Penalty: 2928.467285
	Iteration 71Q: 3 clusters Score -538965.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -538964.750000 Penalty: 2928.467285
	Iteration 72Q: 3 clusters Score -538964.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -538967.812500 Penalty: 2928.467285
	Iteration 73Q: 3 clusters Score -538967.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -538968.625000 Penalty: 2928.467285
	Iteration 74Q: 3 clusters Score -538968.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -538969.750000 Penalty: 2928.467285
	Iteration 75Q: 3 clusters Score -538969.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -538971.000000 Penalty: 2928.467285
	Iteration 76Q: 3 clusters Score -538971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -538972.812500 Penalty: 2928.467285
	Iteration 77Q: 3 clusters Score -538972.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -538974.437500 Penalty: 2928.467285
	Iteration 78Q: 3 clusters Score -538974.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -538974.750000 Penalty: 2928.467285
	Iteration 79Q: 3 clusters Score -538974.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -538976.500000 Penalty: 2928.467285
	Iteration 80F: 3 clusters Score -538976.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -538977.437500 Penalty: 2928.467285
	Iteration 81Q: 3 clusters Score -538977.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -538978.812500 Penalty: 2928.467285
	Iteration 82Q: 3 clusters Score -538978.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -538980.437500 Penalty: 2928.467285
	Iteration 83Q: 3 clusters Score -538980.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -538982.625000 Penalty: 2928.467285
	Iteration 84Q: 3 clusters Score -538982.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -538985.437500 Penalty: 2928.467285
	Iteration 85Q: 3 clusters Score -538985.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -538985.625000 Penalty: 2928.467285
	Iteration 86Q: 3 clusters Score -538985.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -538988.187500 Penalty: 2928.467285
	Iteration 87Q: 3 clusters Score -538988.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -538988.687500 Penalty: 2928.467285
	Iteration 88Q: 3 clusters Score -538988.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -538990.000000 Penalty: 2928.467285
	Iteration 89Q: 3 clusters Score -538990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -538991.062500 Penalty: 2928.467285
	Iteration 90Q: 3 clusters Score -538991.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -538991.062500 Penalty: 2928.467285
	Iteration 91F: 3 clusters Score -538991.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76423 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 1316 members 
Mstep: Class 5 contains 6409 members 
Mstep: Class 6 contains 3415 members 
Mstep: Class 7 contains 12214 members 
Mstep: Class 9 contains 3137 members 
Mstep: Class 10 contains 29483 members 
Mstep: Class 11 contains 6184 members 
Mstep: Class 12 contains 8778 members 
Mstep: Class 13 contains 5239 members 
Mstep: Class 14 contains 10396 members 
Mstep: Class 15 contains 5626 members 
Mstep: Class 16 contains 5646 members 
Mstep: Class 17 contains 6777 members 
Mstep: Class 18 contains 1746 members 
Mstep: Class 20 contains 8190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196104.000000 Penalty: 41466.250000
Iteration 79Q: 20 clusters Score -4.21961e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76420 members 
Mstep: Class 2 contains 2052 members 
Mstep: Class 3 contains 1324 members 
Mstep: Class 4 contains 485573 members 
Mstep: Class 5 contains 6425 members 
Mstep: Class 6 contains 3571 members 
Mstep: Class 7 contains 12059 members 
Mstep: Class 8 contains 1243 members 
Mstep: Class 9 contains 3129 members 
Mstep: Class 10 contains 29637 members 
Mstep: Class 11 contains 6206 members 
Mstep: Class 12 contains 8813 members 
Mstep: Class 13 contains 5247 members 
Mstep: Class 14 contains 10484 members 
Mstep: Class 15 contains 5631 members 
Mstep: Class 16 contains 5731 members 
Mstep: Class 17 contains 6800 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 20 contains 8251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196480.000000 Penalty: 41466.250000
Iteration 80F: 20 clusters Score -4.219648e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76375 members 
Mstep: Class 2 contains 1973 members 
Mstep: Class 3 contains 1328 members 
Mstep: Class 4 contains 485418 members 
Mstep: Class 5 contains 6409 members 
Mstep: Class 6 contains 3639 members 
Mstep: Class 7 contains 11902 members 
Mstep: Class 8 contains 1336 members 
Mstep: Class 9 contains 3110 members 
Mstep: Class 10 contains 29696 members 
Mstep: Class 11 contains 6211 members 
Mstep: Class 12 contains 8840 members 
Mstep: Class 13 contains 5246 members 
Mstep: Class 14 contains 10544 members 
Mstep: Class 15 contains 5634 members 
Mstep: Class 16 contains 5832 members 
Mstep: Class 17 contains 6808 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 20 contains 8296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196784.000000 Penalty: 41466.250000
Iteration 81Q: 20 clusters Score -4.219678e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76359 members 
Mstep: Class 2 contains 1923 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 485239 members 
Mstep: Class 5 contains 6396 members 
Mstep: Class 6 contains 3689 members 
Mstep: Class 7 contains 11797 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 3091 members 
Mstep: Class 10 contains 29750 members 
Mstep: Class 11 contains 6205 members 
Mstep: Class 12 contains 8865 members 
Mstep: Class 13 contains 5248 members 
Mstep: Class 14 contains 10595 members 
Mstep: Class 15 contains 5629 members 
Mstep: Class 16 contains 5908 members 
Mstep: Class 17 contains 6823 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 20 contains 8360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197044.000000 Penalty: 41466.250000
Iteration 82Q: 20 clusters Score -4.219704e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76349 members 
Mstep: Class 2 contains 1900 members 
Mstep: Class 3 contains 1329 members 
Mstep: Class 4 contains 485033 members 
Mstep: Class 5 contains 6388 members 
Mstep: Class 6 contains 3754 members 
Mstep: Class 7 contains 11698 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 3076 members 
Mstep: Class 10 contains 29784 members 
Mstep: Class 11 contains 6194 members 
Mstep: Class 12 contains 8903 members 
Mstep: Class 13 contains 5247 members 
Mstep: Class 14 contains 10636 members 
Mstep: Class 15 contains 5628 members 
Mstep: Class 16 contains 5984 members 
Mstep: Class 17 contains 6837 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 20 contains 8433 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 83Q: 20 clusters Score -4.21971e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76347 members 
Mstep: Class 2 contains 1883 members 
Mstep: Class 3 contains 1336 members 
Mstep: Class 4 contains 484817 members 
Mstep: Class 5 contains 6381 members 
Mstep: Class 6 contains 3810 members 
Mstep: Class 7 contains 11620 members 
Mstep: Class 8 contains 1448 members 
Mstep: Class 9 contains 3061 members 
Mstep: Class 10 contains 29816 members 
Mstep: Class 11 contains 6186 members 
Mstep: Class 12 contains 8936 members 
Mstep: Class 13 contains 5244 members 
Mstep: Class 14 contains 10667 members 
Mstep: Class 15 contains 5635 members 
Mstep: Class 16 contains 6054 members 
Mstep: Class 17 contains 6852 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 20 contains 8504 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 84Q: 20 clusters Score -4.21972e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76353 members 
Mstep: Class 2 contains 1879 members 
Mstep: Class 3 contains 1340 members 
Mstep: Class 4 contains 484601 members 
Mstep: Class 5 contains 6380 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 11551 members 
Mstep: Class 8 contains 1467 members 
Mstep: Class 9 contains 3044 members 
Mstep: Class 10 contains 29843 members 
Mstep: Class 11 contains 6181 members 
Mstep: Class 12 contains 8960 members 
Mstep: Class 13 contains 5239 members 
Mstep: Class 14 contains 10696 members 
Mstep: Class 15 contains 5641 members 
Mstep: Class 16 contains 6121 members 
Mstep: Class 17 contains 6864 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 20 contains 8575 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 85Q: 20 clusters Score -4.219725e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76361 members 
Mstep: Class 2 contains 1885 members 
Mstep: Class 3 contains 1343 members 
Mstep: Class 4 contains 484381 members 
Mstep: Class 5 contains 6372 members 
Mstep: Class 6 contains 3889 members 
Mstep: Class 7 contains 11477 members 
Mstep: Class 8 contains 1487 members 
Mstep: Class 9 contains 3032 members 
Mstep: Class 10 contains 29881 members 
Mstep: Class 11 contains 6182 members 
Mstep: Class 12 contains 8977 members 
Mstep: Class 13 contains 5240 members 
Mstep: Class 14 contains 10725 members 
Mstep: Class 15 contains 5639 members 
Mstep: Class 16 contains 6189 members 
Mstep: Class 17 contains 6880 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 20 contains 8655 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 20 clusters Score -4.219723e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76365 members 
Mstep: Class 2 contains 1894 members 
Mstep: Class 3 contains 1341 members 
Mstep: Class 4 contains 484165 members 
Mstep: Class 5 contains 6366 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 11414 members 
Mstep: Class 8 contains 1502 members 
Mstep: Class 9 contains 3020 members 
Mstep: Class 10 contains 29924 members 
Mstep: Class 11 contains 6178 members 
Mstep: Class 12 contains 8991 members 
Mstep: Class 13 contains 5242 members 
Mstep: Class 14 contains 10749 members 
Mstep: Class 15 contains 5649 members 
Mstep: Class 16 contains 6244 members 
Mstep: Class 17 contains 6888 members 
Mstep: Class 18 contains 1748 members 
Mstep: Class 20 contains 8745 members 
Entering Unmasked Estep 
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Iteration 87Q: 20 clusters Score -4.219724e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76368 members 
Mstep: Class 2 contains 1906 members 
Mstep: Class 3 contains 1340 members 
Mstep: Class 4 contains 483981 members 
Mstep: Class 5 contains 6367 members 
Mstep: Class 6 contains 3953 members 
Mstep: Class 7 contains 11373 members 
Mstep: Class 8 contains 1511 members 
Mstep: Class 9 contains 3007 members 
Mstep: Class 10 contains 29949 members 
Mstep: Class 11 contains 6177 members 
Mstep: Class 12 contains 9009 members 
Mstep: Class 13 contains 5237 members 
Mstep: Class 14 contains 10758 members 
Mstep: Class 15 contains 5653 members 
Mstep: Class 16 contains 6293 members 
Mstep: Class 17 contains 6897 members 
Mstep: Class 18 contains 1745 members 
Mstep: Class 20 contains 8823 members 
Entering Unmasked Estep 
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Iteration 88Q: 20 clusters Score -4.219733e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76370 members 
Mstep: Class 2 contains 1904 members 
Mstep: Class 3 contains 1341 members 
Mstep: Class 4 contains 483834 members 
Mstep: Class 5 contains 6365 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 11338 members 
Mstep: Class 8 contains 1515 members 
Mstep: Class 9 contains 2991 members 
Mstep: Class 10 contains 29974 members 
Mstep: Class 11 contains 6179 members 
Mstep: Class 12 contains 9017 members 
Mstep: Class 13 contains 5235 members 
Mstep: Class 14 contains 10758 members 
Mstep: Class 15 contains 5658 members 
Mstep: Class 16 contains 6336 members 
Mstep: Class 17 contains 6905 members 
Mstep: Class 18 contains 1742 members 
Mstep: Class 20 contains 8904 members 
Entering Unmasked Estep 
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Iteration 89Q: 20 clusters Score -4.219728e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76374 members 
Mstep: Class 2 contains 1909 members 
Mstep: Class 3 contains 1342 members 
Mstep: Class 4 contains 483691 members 
Mstep: Class 5 contains 6354 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 11306 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 2983 members 
Mstep: Class 10 contains 29998 members 
Mstep: Class 11 contains 6176 members 
Mstep: Class 12 contains 9022 members 
Mstep: Class 13 contains 5237 members 
Mstep: Class 14 contains 10765 members 
Mstep: Class 15 contains 5660 members 
Mstep: Class 16 contains 6363 members 
Mstep: Class 17 contains 6921 members 
Mstep: Class 18 contains 1740 members 
Mstep: Class 20 contains 8987 members 
Entering Unmasked Estep 
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Iteration 90Q: 20 clusters Score -4.21973e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76377 members 
Mstep: Class 2 contains 1917 members 
Mstep: Class 3 contains 1345 members 
Mstep: Class 4 contains 483557 members 
Mstep: Class 5 contains 6345 members 
Mstep: Class 6 contains 4020 members 
Mstep: Class 7 contains 11277 members 
Mstep: Class 8 contains 1527 members 
Mstep: Class 9 contains 2976 members 
Mstep: Class 10 contains 30021 members 
Mstep: Class 11 contains 6166 members 
Mstep: Class 12 contains 9031 members 
Mstep: Class 13 contains 5240 members 
Mstep: Class 14 contains 10773 members 
Mstep: Class 15 contains 5660 members 
Mstep: Class 16 contains 6380 members 
Mstep: Class 17 contains 6930 members 
Mstep: Class 18 contains 1742 members 
Mstep: Class 20 contains 9063 members 
Entering Unmasked Estep 
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Iteration 91Q: 20 clusters Score -4.219737e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76376 members 
Mstep: Class 2 contains 1919 members 
Mstep: Class 3 contains 1346 members 
Mstep: Class 4 contains 483449 members 
Mstep: Class 5 contains 6345 members 
Mstep: Class 6 contains 4032 members 
Mstep: Class 7 contains 11263 members 
Mstep: Class 8 contains 1533 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 10 contains 30035 members 
Mstep: Class 11 contains 6162 members 
Mstep: Class 12 contains 9038 members 
Mstep: Class 13 contains 5247 members 
Mstep: Class 14 contains 10776 members 
Mstep: Class 15 contains 5662 members 
Mstep: Class 16 contains 6403 members 
Mstep: Class 17 contains 6936 members 
Mstep: Class 18 contains 1742 members 
Mstep: Class 20 contains 9121 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 92Q: 20 clusters Score -4.219736e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76371 members 
Mstep: Class 2 contains 1916 members 
Mstep: Class 3 contains 1346 members 
Mstep: Class 4 contains 483349 members 
Mstep: Class 5 contains 6347 members 
Mstep: Class 6 contains 4041 members 
Mstep: Class 7 contains 11247 members 
Mstep: Class 8 contains 1544 members 
Mstep: Class 9 contains 2953 members 
Mstep: Class 10 contains 30051 members 
Mstep: Class 11 contains 6163 members 
Mstep: Class 12 contains 9046 members 
Mstep: Class 13 contains 5247 members 
Mstep: Class 14 contains 10783 members 
Mstep: Class 15 contains 5662 members 
Mstep: Class 16 contains 6425 members 
Mstep: Class 17 contains 6941 members 
Mstep: Class 18 contains 1739 members 
Mstep: Class 20 contains 9176 members 
Entering Unmasked Estep 
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Iteration 93Q: 20 clusters Score -4.219733e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76371 members 
Mstep: Class 2 contains 1914 members 
Mstep: Class 3 contains 1348 members 
Mstep: Class 4 contains 483244 members 
Mstep: Class 5 contains 6342 members 
Mstep: Class 6 contains 4045 members 
Mstep: Class 7 contains 11228 members 
Mstep: Class 8 contains 1552 members 
Mstep: Class 9 contains 2944 members 
Mstep: Class 10 contains 30068 members 
Mstep: Class 11 contains 6159 members 
Mstep: Class 12 contains 9057 members 
Mstep: Class 13 contains 5249 members 
Mstep: Class 14 contains 10788 members 
Mstep: Class 15 contains 5659 members 
Mstep: Class 16 contains 6456 members 
Mstep: Class 17 contains 6947 members 
Mstep: Class 18 contains 1737 members 
Mstep: Class 20 contains 9239 members 
Entering Unmasked Estep 
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Iteration 94Q: 20 clusters Score -4.21974e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76371 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 1351 members 
Mstep: Class 4 contains 483139 members 
Mstep: Class 5 contains 6331 members 
Mstep: Class 6 contains 4051 members 
Mstep: Class 7 contains 11212 members 
Mstep: Class 8 contains 1559 members 
Mstep: Class 9 contains 2940 members 
Mstep: Class 10 contains 30080 members 
Mstep: Class 11 contains 6152 members 
Mstep: Class 12 contains 9075 members 
Mstep: Class 13 contains 5247 members 
Mstep: Class 14 contains 10796 members 
Mstep: Class 15 contains 5653 members 
Mstep: Class 16 contains 6489 members 
Mstep: Class 17 contains 6953 members 
Mstep: Class 18 contains 1734 members 
Mstep: Class 20 contains 9302 members 
Entering Unmasked Estep 
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Iteration 95Q: 20 clusters Score -4.219749e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76369 members 
Mstep: Class 2 contains 1910 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 483041 members 
Mstep: Class 5 contains 6325 members 
Mstep: Class 6 contains 4063 members 
Mstep: Class 7 contains 11201 members 
Mstep: Class 8 contains 1562 members 
Mstep: Class 9 contains 2934 members 
Mstep: Class 10 contains 30097 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 9086 members 
Mstep: Class 13 contains 5247 members 
Mstep: Class 14 contains 10805 members 
Mstep: Class 15 contains 5648 members 
Mstep: Class 16 contains 6508 members 
Mstep: Class 17 contains 6959 members 
Mstep: Class 18 contains 1731 members 
Mstep: Class 20 contains 9364 members 
Entering Unmasked Estep 
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Iteration 96Q: 20 clusters Score -4.219754e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76369 members 
Mstep: Class 2 contains 1909 members 
Mstep: Class 3 contains 1351 members 
Mstep: Class 4 contains 482950 members 
Mstep: Class 5 contains 6319 members 
Mstep: Class 6 contains 4079 members 
Mstep: Class 7 contains 11195 members 
Mstep: Class 8 contains 1564 members 
Mstep: Class 9 contains 2927 members 
Mstep: Class 10 contains 30115 members 
Mstep: Class 11 contains 6142 members 
Mstep: Class 12 contains 9091 members 
Mstep: Class 13 contains 5248 members 
Mstep: Class 14 contains 10812 members 
Mstep: Class 15 contains 5643 members 
Mstep: Class 16 contains 6521 members 
Mstep: Class 17 contains 6961 members 
Mstep: Class 18 contains 1729 members 
Mstep: Class 20 contains 9422 members 
Entering Unmasked Estep 
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Iteration 97Q: 20 clusters Score -4.219756e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76370 members 
Mstep: Class 2 contains 1911 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 482869 members 
Mstep: Class 5 contains 6315 members 
Mstep: Class 6 contains 4090 members 
Mstep: Class 7 contains 11190 members 
Mstep: Class 8 contains 1565 members 
Mstep: Class 9 contains 2920 members 
Mstep: Class 10 contains 30135 members 
Mstep: Class 11 contains 6137 members 
Mstep: Class 12 contains 9098 members 
Mstep: Class 13 contains 5247 members 
Mstep: Class 14 contains 10814 members 
Mstep: Class 15 contains 5641 members 
Mstep: Class 16 contains 6532 members 
Mstep: Class 17 contains 6963 members 
Mstep: Class 18 contains 1728 members 
Mstep: Class 20 contains 9472 members 
Entering Unmasked Estep 
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Iteration 98Q: 20 clusters Score -4.219754e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76372 members 
Mstep: Class 2 contains 1915 members 
Mstep: Class 3 contains 1351 members 
Mstep: Class 4 contains 482779 members 
Mstep: Class 5 contains 6315 members 
Mstep: Class 6 contains 4107 members 
Mstep: Class 7 contains 11186 members 
Mstep: Class 8 contains 1568 members 
Mstep: Class 9 contains 2914 members 
Mstep: Class 10 contains 30146 members 
Mstep: Class 11 contains 6134 members 
Mstep: Class 12 contains 9104 members 
Mstep: Class 13 contains 5246 members 
Mstep: Class 14 contains 10817 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 6547 members 
Mstep: Class 17 contains 6965 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 20 contains 9516 members 
Entering Unmasked Estep 
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Iteration 99Q: 20 clusters Score -4.219757e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76370 members 
Mstep: Class 2 contains 1916 members 
Mstep: Class 3 contains 1351 members 
Mstep: Class 4 contains 482701 members 
Mstep: Class 5 contains 6313 members 
Mstep: Class 6 contains 4125 members 
Mstep: Class 7 contains 11184 members 
Mstep: Class 8 contains 1570 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 30158 members 
Mstep: Class 11 contains 6129 members 
Mstep: Class 12 contains 9107 members 
Mstep: Class 13 contains 5247 members 
Mstep: Class 14 contains 10816 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 6558 members 
Mstep: Class 17 contains 6968 members 
Mstep: Class 18 contains 1725 members 
Mstep: Class 20 contains 9560 members 
Entering Unmasked Estep 
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Iteration 100F: 20 clusters Score -4.219756e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76370 members 
Mstep: Class 2 contains 1916 members 
Mstep: Class 3 contains 1351 members 
Mstep: Class 4 contains 482641 members 
Mstep: Class 5 contains 6310 members 
Mstep: Class 6 contains 4139 members 
Mstep: Class 7 contains 11181 members 
Mstep: Class 8 contains 1572 members 
Mstep: Class 9 contains 2904 members 
Mstep: Class 10 contains 30159 members 
Mstep: Class 11 contains 6127 members 
Mstep: Class 12 contains 9115 members 
Mstep: Class 13 contains 5248 members 
Mstep: Class 14 contains 10817 members 
Mstep: Class 15 contains 5637 members 
Mstep: Class 16 contains 6566 members 
Mstep: Class 17 contains 6969 members 
Mstep: Class 18 contains 1724 members 
Mstep: Class 20 contains 9601 members 
Entering Unmasked Estep 
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Iteration 101Q: 20 clusters Score -4.219758e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76369 members 
Mstep: Class 2 contains 1921 members 
Mstep: Class 3 contains 1351 members 
Mstep: Class 4 contains 482587 members 
Mstep: Class 5 contains 6308 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 11177 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 2896 members 
Mstep: Class 10 contains 30159 members 
Mstep: Class 11 contains 6123 members 
Mstep: Class 12 contains 9121 members 
Mstep: Class 13 contains 5247 members 
Mstep: Class 14 contains 10816 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 6571 members 
Mstep: Class 17 contains 6972 members 
Mstep: Class 18 contains 1725 members 
Mstep: Class 20 contains 9645 members 
Entering Unmasked Estep 
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Iteration 102Q: 20 clusters Score -4.219759e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76371 members 
Mstep: Class 2 contains 1922 members 
Mstep: Class 3 contains 1351 members 
Mstep: Class 4 contains 482511 members 
Mstep: Class 5 contains 6309 members 
Mstep: Class 6 contains 4153 members 
Mstep: Class 7 contains 11174 members 
Mstep: Class 8 contains 1578 members 
Mstep: Class 9 contains 2892 members 
Mstep: Class 10 contains 30173 members 
Mstep: Class 11 contains 6122 members 
Mstep: Class 12 contains 9126 members 
Mstep: Class 13 contains 5247 members 
Mstep: Class 14 contains 10814 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 6578 members 
Mstep: Class 17 contains 6975 members 
Mstep: Class 18 contains 1725 members 
Mstep: Class 20 contains 9688 members 
Entering Unmasked Estep 
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Iteration 103Q: 20 clusters Score -4.219754e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76370 members 
Mstep: Class 2 contains 1925 members 
Mstep: Class 3 contains 1351 members 
Mstep: Class 4 contains 482464 members 
Mstep: Class 5 contains 6309 members 
Mstep: Class 6 contains 4157 members 
Mstep: Class 7 contains 11169 members 
Mstep: Class 8 contains 1582 members 
Mstep: Class 9 contains 2887 members 
Mstep: Class 10 contains 30181 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 9127 members 
Mstep: Class 13 contains 5246 members 
Mstep: Class 14 contains 10813 members 
Mstep: Class 15 contains 5639 members 
Mstep: Class 16 contains 6587 members 
Mstep: Class 17 contains 6977 members 
Mstep: Class 18 contains 1726 members 
Mstep: Class 20 contains 9717 members 
Entering Unmasked Estep 
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Iteration 104Q: 20 clusters Score -4.219753e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76369 members 
Mstep: Class 2 contains 1926 members 
Mstep: Class 3 contains 1351 members 
Mstep: Class 4 contains 482407 members 
Mstep: Class 5 contains 6309 members 
Mstep: Class 6 contains 4158 members 
Mstep: Class 7 contains 11166 members 
Mstep: Class 8 contains 1587 members 
Mstep: Class 9 contains 2881 members 
Mstep: Class 10 contains 30189 members 
Mstep: Class 11 contains 6119 members 
Mstep: Class 12 contains 9126 members 
Mstep: Class 13 contains 5246 members 
Mstep: Class 14 contains 10812 members 
Mstep: Class 15 contains 5641 members 
Mstep: Class 16 contains 6602 members 
Mstep: Class 17 contains 6984 members 
Mstep: Class 18 contains 1728 members 
Mstep: Class 20 contains 9746 members 
Entering Unmasked Estep 
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Iteration 105Q: 20 clusters Score -4.219753e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76369 members 
Mstep: Class 2 contains 1926 members 
Mstep: Class 3 contains 1351 members 
Mstep: Class 4 contains 482354 members 
Mstep: Class 5 contains 6304 members 
Mstep: Class 6 contains 4160 members 
Mstep: Class 7 contains 11163 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 2869 members 
Mstep: Class 10 contains 30202 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 9125 members 
Mstep: Class 13 contains 5245 members 
Mstep: Class 14 contains 10813 members 
Mstep: Class 15 contains 5640 members 
Mstep: Class 16 contains 6614 members 
Mstep: Class 17 contains 6990 members 
Mstep: Class 18 contains 1728 members 
Mstep: Class 20 contains 9786 members 
Entering Unmasked Estep 
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Iteration 106Q: 20 clusters Score -4.219755e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76364 members 
Mstep: Class 2 contains 1929 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 482299 members 
Mstep: Class 5 contains 6306 members 
Mstep: Class 6 contains 4162 members 
Mstep: Class 7 contains 11159 members 
Mstep: Class 8 contains 1593 members 
Mstep: Class 9 contains 2860 members 
Mstep: Class 10 contains 30209 members 
Mstep: Class 11 contains 6115 members 
Mstep: Class 12 contains 9125 members 
Mstep: Class 13 contains 5243 members 
Mstep: Class 14 contains 10811 members 
Mstep: Class 15 contains 5642 members 
Mstep: Class 16 contains 6631 members 
Mstep: Class 17 contains 6993 members 
Mstep: Class 18 contains 1728 members 
Mstep: Class 20 contains 9826 members 
Entering Unmasked Estep 
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Iteration 107Q: 20 clusters Score -4.219756e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76364 members 
Mstep: Class 2 contains 1930 members 
Mstep: Class 3 contains 1357 members 
Mstep: Class 4 contains 482248 members 
Mstep: Class 5 contains 6307 members 
Mstep: Class 6 contains 4163 members 
Mstep: Class 7 contains 11156 members 
Mstep: Class 8 contains 1596 members 
Mstep: Class 9 contains 2849 members 
Mstep: Class 10 contains 30214 members 
Mstep: Class 11 contains 6109 members 
Mstep: Class 12 contains 9129 members 
Mstep: Class 13 contains 5241 members 
Mstep: Class 14 contains 10812 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 6648 members 
Mstep: Class 17 contains 6997 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 20 contains 9862 members 
Entering Unmasked Estep 
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Iteration 108Q: 20 clusters Score -4.219748e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76362 members 
Mstep: Class 2 contains 1934 members 
Mstep: Class 3 contains 1359 members 
Mstep: Class 4 contains 482202 members 
Mstep: Class 5 contains 6303 members 
Mstep: Class 6 contains 4163 members 
Mstep: Class 7 contains 11149 members 
Mstep: Class 8 contains 1599 members 
Mstep: Class 9 contains 2842 members 
Mstep: Class 10 contains 30217 members 
Mstep: Class 11 contains 6107 members 
Mstep: Class 12 contains 9130 members 
Mstep: Class 13 contains 5242 members 
Mstep: Class 14 contains 10815 members 
Mstep: Class 15 contains 5637 members 
Mstep: Class 16 contains 6670 members 
Mstep: Class 17 contains 7001 members 
Mstep: Class 18 contains 1725 members 
Mstep: Class 20 contains 9890 members 
Entering Unmasked Estep 
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Iteration 109Q: 20 clusters Score -4.219744e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76362 members 
Mstep: Class 2 contains 1936 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 482152 members 
Mstep: Class 5 contains 6300 members 
Mstep: Class 6 contains 4164 members 
Mstep: Class 7 contains 11144 members 
Mstep: Class 8 contains 1603 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 30218 members 
Mstep: Class 11 contains 6107 members 
Mstep: Class 12 contains 9134 members 
Mstep: Class 13 contains 5244 members 
Mstep: Class 14 contains 10817 members 
Mstep: Class 15 contains 5634 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 7009 members 
Mstep: Class 18 contains 1723 members 
Mstep: Class 20 contains 9915 members 
Entering Unmasked Estep 
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Iteration 110Q: 20 clusters Score -4.219754e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76361 members 
Mstep: Class 2 contains 1939 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 482096 members 
Mstep: Class 5 contains 6299 members 
Mstep: Class 6 contains 4164 members 
Mstep: Class 7 contains 11138 members 
Mstep: Class 8 contains 1611 members 
Mstep: Class 9 contains 2824 members 
Mstep: Class 10 contains 30221 members 
Mstep: Class 11 contains 6106 members 
Mstep: Class 12 contains 9132 members 
Mstep: Class 13 contains 5246 members 
Mstep: Class 14 contains 10821 members 
Mstep: Class 15 contains 5631 members 
Mstep: Class 16 contains 6712 members 
Mstep: Class 17 contains 7019 members 
Mstep: Class 18 contains 1724 members 
Mstep: Class 20 contains 9938 members 
Entering Unmasked Estep 
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Iteration 111Q: 20 clusters Score -4.219764e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76365 members 
Mstep: Class 2 contains 1941 members 
Mstep: Class 3 contains 1368 members 
Mstep: Class 4 contains 482054 members 
Mstep: Class 5 contains 6294 members 
Mstep: Class 6 contains 4164 members 
Mstep: Class 7 contains 11129 members 
Mstep: Class 8 contains 1623 members 
Mstep: Class 9 contains 2819 members 
Mstep: Class 10 contains 30222 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 9132 members 
Mstep: Class 13 contains 5248 members 
Mstep: Class 14 contains 10821 members 
Mstep: Class 15 contains 5625 members 
Mstep: Class 16 contains 6732 members 
Mstep: Class 17 contains 7026 members 
Mstep: Class 18 contains 1724 members 
Mstep: Class 20 contains 9956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197620.000000 Penalty: 41466.250000
Iteration 112Q: 20 clusters Score -4.219762e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76369 members 
Mstep: Class 2 contains 1943 members 
Mstep: Class 3 contains 1373 members 
Mstep: Class 4 contains 482005 members 
Mstep: Class 5 contains 6291 members 
Mstep: Class 6 contains 4164 members 
Mstep: Class 7 contains 11123 members 
Mstep: Class 8 contains 1638 members 
Mstep: Class 9 contains 2814 members 
Mstep: Class 10 contains 30224 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 9135 members 
Mstep: Class 13 contains 5249 members 
Mstep: Class 14 contains 10825 members 
Mstep: Class 15 contains 5619 members 
Mstep: Class 16 contains 6749 members 
Mstep: Class 17 contains 7033 members 
Mstep: Class 18 contains 1723 members 
Mstep: Class 20 contains 9966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197664.000000 Penalty: 41466.250000
Iteration 113Q: 20 clusters Score -4.219766e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76368 members 
Mstep: Class 2 contains 1948 members 
Mstep: Class 3 contains 1375 members 
Mstep: Class 4 contains 481954 members 
Mstep: Class 5 contains 6286 members 
Mstep: Class 6 contains 4165 members 
Mstep: Class 7 contains 11114 members 
Mstep: Class 8 contains 1647 members 
Mstep: Class 9 contains 2812 members 
Mstep: Class 10 contains 30231 members 
Mstep: Class 11 contains 6103 members 
Mstep: Class 12 contains 9136 members 
Mstep: Class 13 contains 5248 members 
Mstep: Class 14 contains 10827 members 
Mstep: Class 15 contains 5616 members 
Mstep: Class 16 contains 6772 members 
Mstep: Class 17 contains 7043 members 
Mstep: Class 18 contains 1722 members 
Mstep: Class 20 contains 9980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197644.000000 Penalty: 41466.250000
Iteration 114Q: 20 clusters Score -4.219764e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76363 members 
Mstep: Class 2 contains 1947 members 
Mstep: Class 3 contains 1374 members 
Mstep: Class 4 contains 481912 members 
Mstep: Class 5 contains 6282 members 
Mstep: Class 6 contains 4169 members 
Mstep: Class 7 contains 11104 members 
Mstep: Class 8 contains 1650 members 
Mstep: Class 9 contains 2810 members 
Mstep: Class 10 contains 30234 members 
Mstep: Class 11 contains 6103 members 
Mstep: Class 12 contains 9136 members 
Mstep: Class 13 contains 5249 members 
Mstep: Class 14 contains 10832 members 
Mstep: Class 15 contains 5614 members 
Mstep: Class 16 contains 6805 members 
Mstep: Class 17 contains 7051 members 
Mstep: Class 18 contains 1722 members 
Mstep: Class 20 contains 9990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197584.000000 Penalty: 41466.250000
Iteration 115Q: 20 clusters Score -4.219758e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76362 members 
Mstep: Class 2 contains 1947 members 
Mstep: Class 3 contains 1374 members 
Mstep: Class 4 contains 481872 members 
Mstep: Class 5 contains 6279 members 
Mstep: Class 6 contains 4175 members 
Mstep: Class 7 contains 11097 members 
Mstep: Class 8 contains 1651 members 
Mstep: Class 9 contains 2806 members 
Mstep: Class 10 contains 30238 members 
Mstep: Class 11 contains 6103 members 
Mstep: Class 12 contains 9135 members 
Mstep: Class 13 contains 5252 members 
Mstep: Class 14 contains 10832 members 
Mstep: Class 15 contains 5612 members 
Mstep: Class 16 contains 6831 members 
Mstep: Class 17 contains 7055 members 
Mstep: Class 18 contains 1722 members 
Mstep: Class 20 contains 10004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197560.000000 Penalty: 41466.250000
Iteration 116Q: 20 clusters Score -4.219756e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76363 members 
Mstep: Class 2 contains 1949 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 481835 members 
Mstep: Class 5 contains 6275 members 
Mstep: Class 6 contains 4182 members 
Mstep: Class 7 contains 11089 members 
Mstep: Class 8 contains 1654 members 
Mstep: Class 9 contains 2804 members 
Mstep: Class 10 contains 30241 members 
Mstep: Class 11 contains 6103 members 
Mstep: Class 12 contains 9135 members 
Mstep: Class 13 contains 5254 members 
Mstep: Class 14 contains 10832 members 
Mstep: Class 15 contains 5608 members 
Mstep: Class 16 contains 6854 members 
Mstep: Class 17 contains 7057 members 
Mstep: Class 18 contains 1722 members 
Mstep: Class 20 contains 10012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197584.000000 Penalty: 41466.250000
Iteration 117Q: 20 clusters Score -4.219758e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76362 members 
Mstep: Class 2 contains 1948 members 
Mstep: Class 3 contains 1379 members 
Mstep: Class 4 contains 481804 members 
Mstep: Class 5 contains 6275 members 
Mstep: Class 6 contains 4188 members 
Mstep: Class 7 contains 11083 members 
Mstep: Class 8 contains 1659 members 
Mstep: Class 9 contains 2802 members 
Mstep: Class 10 contains 30241 members 
Mstep: Class 11 contains 6102 members 
Mstep: Class 12 contains 9135 members 
Mstep: Class 13 contains 5255 members 
Mstep: Class 14 contains 10830 members 
Mstep: Class 15 contains 5611 members 
Mstep: Class 16 contains 6869 members 
Mstep: Class 17 contains 7060 members 
Mstep: Class 18 contains 1722 members 
Mstep: Class 20 contains 10022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197592.000000 Penalty: 41466.250000
Iteration 118Q: 20 clusters Score -4.219759e+07 nChanged 84
Entering ConstructFrom: 
Score: -42197592.000000 Penalty: 41466.250000
Entering ConstructFrom: 
Trying to split cluster 1 (76365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76365 members 
Entering Unmasked Estep 
Score: -4802788.500000 Penalty: 1827.032959
	Iteration 0F: 2 clusters Score -4802788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -4751902.000000 Penalty: 3654.065918
	Iteration 0F: 3 clusters Score -4751902 nChanged 36144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -4772680.000000 Penalty: 3654.065918
	Iteration 1F: 3 clusters Score -4772680 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -4773476.000000 Penalty: 3654.065918
	Iteration 2Q: 3 clusters Score -4773476 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -4774493.500000 Penalty: 3654.065918
	Iteration 3Q: 3 clusters Score -4774494 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -4775983.000000 Penalty: 3654.065918
	Iteration 4Q: 3 clusters Score -4775983 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49936 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -4778357.000000 Penalty: 3654.065918
	Iteration 5F: 3 clusters Score -4778357 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55050 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -4782059.000000 Penalty: 3654.065918
	Iteration 6F: 3 clusters Score -4782059 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61010 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -4787020.500000 Penalty: 3654.065918
	Iteration 7F: 3 clusters Score -4787020 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66859 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -4792364.000000 Penalty: 3654.065918
	Iteration 8F: 3 clusters Score -4792364 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71423 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -4796659.000000 Penalty: 3654.065918
	Iteration 9F: 3 clusters Score -4796659 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74121 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -4799114.500000 Penalty: 3654.065918
	Iteration 10Q: 3 clusters Score -4799114 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75419 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4800295.500000 Penalty: 3654.065918
	Iteration 11Q: 3 clusters Score -4800296 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75934 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4800760.000000 Penalty: 3654.065918
	Iteration 12Q: 3 clusters Score -4800760 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76109 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4800958.500000 Penalty: 3654.065918
	Iteration 13Q: 3 clusters Score -4800958 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76164 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -4801047.500000 Penalty: 3654.065918
	Iteration 14Q: 3 clusters Score -4801048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76181 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -4801081.500000 Penalty: 3654.065918
	Iteration 15Q: 3 clusters Score -4801082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76196 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -4801122.000000 Penalty: 3654.065918
	Iteration 16Q: 3 clusters Score -4801122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76205 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -4801141.000000 Penalty: 3654.065918
	Iteration 17Q: 3 clusters Score -4801141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76207 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -4801146.000000 Penalty: 3654.065918
	Iteration 18Q: 3 clusters Score -4801146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76209 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -4801155.500000 Penalty: 3654.065918
	Iteration 19Q: 3 clusters Score -4801156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76209 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -4801166.000000 Penalty: 3654.065918
	Iteration 20F: 3 clusters Score -4801166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76210 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -4801166.000000 Penalty: 3654.065918
	Iteration 21Q: 3 clusters Score -4801166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76212 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -4801176.000000 Penalty: 3654.065918
	Iteration 22Q: 3 clusters Score -4801176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76213 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -4801181.000000 Penalty: 3654.065918
	Iteration 23Q: 3 clusters Score -4801181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76214 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -4801185.500000 Penalty: 3654.065918
	Iteration 24Q: 3 clusters Score -4801186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76218 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -4801198.500000 Penalty: 3654.065918
	Iteration 25Q: 3 clusters Score -4801198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76218 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -4801198.500000 Penalty: 3654.065918
	Iteration 26F: 3 clusters Score -4801198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -106310.218750 Penalty: 1230.949219
	Iteration 0F: 2 clusters Score -106310.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -104233.585938 Penalty: 2461.898438
	Iteration 0F: 3 clusters Score -104233.6 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -104682.179688 Penalty: 2461.898438
	Iteration 1F: 3 clusters Score -104682.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -104831.828125 Penalty: 2461.898438
	Iteration 2F: 3 clusters Score -104831.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -104945.195312 Penalty: 2461.898438
	Iteration 3F: 3 clusters Score -104945.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -105036.609375 Penalty: 2461.898438
	Iteration 4Q: 3 clusters Score -105036.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -105105.015625 Penalty: 2461.898438
	Iteration 5Q: 3 clusters Score -105105 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -105152.414062 Penalty: 2461.898438
	Iteration 6Q: 3 clusters Score -105152.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -105191.195312 Penalty: 2461.898438
	Iteration 7Q: 3 clusters Score -105191.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -105227.648438 Penalty: 2461.898438
	Iteration 8Q: 3 clusters Score -105227.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -105264.125000 Penalty: 2461.898438
	Iteration 9Q: 3 clusters Score -105264.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -105308.375000 Penalty: 2461.898438
	Iteration 10Q: 3 clusters Score -105308.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -105336.375000 Penalty: 2461.898438
	Iteration 11Q: 3 clusters Score -105336.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -105359.140625 Penalty: 2461.898438
	Iteration 12Q: 3 clusters Score -105359.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -105373.203125 Penalty: 2461.898438
	Iteration 13Q: 3 clusters Score -105373.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -105384.085938 Penalty: 2461.898438
	Iteration 14Q: 3 clusters Score -105384.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -105395.304688 Penalty: 2461.898438
	Iteration 15Q: 3 clusters Score -105395.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -105402.898438 Penalty: 2461.898438
	Iteration 16Q: 3 clusters Score -105402.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -105411.351562 Penalty: 2461.898438
	Iteration 17Q: 3 clusters Score -105411.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -105419.609375 Penalty: 2461.898438
	Iteration 18Q: 3 clusters Score -105419.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -105430.367188 Penalty: 2461.898438
	Iteration 19Q: 3 clusters Score -105430.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -105435.906250 Penalty: 2461.898438
	Iteration 20F: 3 clusters Score -105435.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -105439.468750 Penalty: 2461.898438
	Iteration 21Q: 3 clusters Score -105439.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -105445.609375 Penalty: 2461.898438
	Iteration 22Q: 3 clusters Score -105445.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -105455.109375 Penalty: 2461.898438
	Iteration 23Q: 3 clusters Score -105455.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -105470.890625 Penalty: 2461.898438
	Iteration 24Q: 3 clusters Score -105470.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -105487.062500 Penalty: 2461.898438
	Iteration 25Q: 3 clusters Score -105487.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -105499.046875 Penalty: 2461.898438
	Iteration 26Q: 3 clusters Score -105499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -105507.351562 Penalty: 2461.898438
	Iteration 27Q: 3 clusters Score -105507.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -105510.046875 Penalty: 2461.898438
	Iteration 28Q: 3 clusters Score -105510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -105512.703125 Penalty: 2461.898438
	Iteration 29Q: 3 clusters Score -105512.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -105513.632812 Penalty: 2461.898438
	Iteration 30Q: 3 clusters Score -105513.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -105514.265625 Penalty: 2461.898438
	Iteration 31Q: 3 clusters Score -105514.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -105514.265625 Penalty: 2461.898438
	Iteration 32F: 3 clusters Score -105514.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Entering Unmasked Estep 
Score: -76918.367188 Penalty: 1174.848755
	Iteration 0F: 2 clusters Score -76918.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -75255.601562 Penalty: 2349.697510
	Iteration 0F: 3 clusters Score -75255.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -75630.703125 Penalty: 2349.697510
	Iteration 1F: 3 clusters Score -75630.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -75757.632812 Penalty: 2349.697510
	Iteration 2F: 3 clusters Score -75757.63 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -75857.062500 Penalty: 2349.697510
	Iteration 3F: 3 clusters Score -75857.06 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -75917.242188 Penalty: 2349.697510
	Iteration 4Q: 3 clusters Score -75917.24 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -75954.976562 Penalty: 2349.697510
	Iteration 5Q: 3 clusters Score -75954.98 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -75982.648438 Penalty: 2349.697510
	Iteration 6Q: 3 clusters Score -75982.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -76001.093750 Penalty: 2349.697510
	Iteration 7Q: 3 clusters Score -76001.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -76020.281250 Penalty: 2349.697510
	Iteration 8Q: 3 clusters Score -76020.28 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -76044.617188 Penalty: 2349.697510
	Iteration 9Q: 3 clusters Score -76044.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -76065.484375 Penalty: 2349.697510
	Iteration 10Q: 3 clusters Score -76065.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -76078.242188 Penalty: 2349.697510
	Iteration 11Q: 3 clusters Score -76078.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -76084.671875 Penalty: 2349.697510
	Iteration 12Q: 3 clusters Score -76084.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -76089.304688 Penalty: 2349.697510
	Iteration 13Q: 3 clusters Score -76089.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -76092.234375 Penalty: 2349.697510
	Iteration 14Q: 3 clusters Score -76092.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -76095.390625 Penalty: 2349.697510
	Iteration 15Q: 3 clusters Score -76095.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -76096.695312 Penalty: 2349.697510
	Iteration 16Q: 3 clusters Score -76096.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -76097.507812 Penalty: 2349.697510
	Iteration 17Q: 3 clusters Score -76097.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -76098.390625 Penalty: 2349.697510
	Iteration 18Q: 3 clusters Score -76098.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -76100.570312 Penalty: 2349.697510
	Iteration 19Q: 3 clusters Score -76100.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -76102.085938 Penalty: 2349.697510
	Iteration 20F: 3 clusters Score -76102.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -76102.937500 Penalty: 2349.697510
	Iteration 21Q: 3 clusters Score -76102.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -76104.703125 Penalty: 2349.697510
	Iteration 22Q: 3 clusters Score -76104.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -76104.703125 Penalty: 2349.697510
	Iteration 23F: 3 clusters Score -76104.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (481781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481781 members 
Entering Unmasked Estep 
Score: -30519984.000000 Penalty: 2126.352295
	Iteration 0F: 2 clusters Score -3.051998e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240921 members 
Mstep: Class 2 contains 240860 members 
Entering Unmasked Estep 
Score: -30194454.000000 Penalty: 4252.704590
	Iteration 0F: 3 clusters Score -3.019445e+07 nChanged 236409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240132 members 
Mstep: Class 2 contains 241649 members 
Entering Unmasked Estep 
Score: -30339788.000000 Penalty: 4252.704590
	Iteration 1F: 3 clusters Score -3.033979e+07 nChanged 14409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237939 members 
Mstep: Class 2 contains 243842 members 
Entering Unmasked Estep 
Score: -30342914.000000 Penalty: 4252.704590
	Iteration 2Q: 3 clusters Score -3.034291e+07 nChanged 16798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234171 members 
Mstep: Class 2 contains 247610 members 
Entering Unmasked Estep 
Score: -30347822.000000 Penalty: 4252.704590
	Iteration 3Q: 3 clusters Score -3.034782e+07 nChanged 19878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228569 members 
Mstep: Class 2 contains 253212 members 
Entering Unmasked Estep 
Score: -30355314.000000 Penalty: 4252.704590
	Iteration 4Q: 3 clusters Score -3.035531e+07 nChanged 23693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220520 members 
Mstep: Class 2 contains 261261 members 
Entering Unmasked Estep 
Score: -30366514.000000 Penalty: 4252.704590
	Iteration 5Q: 3 clusters Score -3.036651e+07 nChanged 27599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210293 members 
Mstep: Class 2 contains 271488 members 
Entering Unmasked Estep 
Score: -30382448.000000 Penalty: 4252.704590
	Iteration 6F: 3 clusters Score -3.038245e+07 nChanged 30375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199056 members 
Mstep: Class 2 contains 282725 members 
Entering Unmasked Estep 
Score: -30404198.000000 Penalty: 4252.704590
	Iteration 7F: 3 clusters Score -3.04042e+07 nChanged 30728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188848 members 
Mstep: Class 2 contains 292933 members 
Entering Unmasked Estep 
Score: -30428650.000000 Penalty: 4252.704590
	Iteration 8F: 3 clusters Score -3.042865e+07 nChanged 27833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181545 members 
Mstep: Class 2 contains 300236 members 
Entering Unmasked Estep 
Score: -30449014.000000 Penalty: 4252.704590
	Iteration 9F: 3 clusters Score -3.044901e+07 nChanged 21277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176586 members 
Mstep: Class 2 contains 305195 members 
Entering Unmasked Estep 
Score: -30460318.000000 Penalty: 4252.704590
	Iteration 10Q: 3 clusters Score -3.046032e+07 nChanged 13770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172462 members 
Mstep: Class 2 contains 309319 members 
Entering Unmasked Estep 
Score: -30465664.000000 Penalty: 4252.704590
	Iteration 11Q: 3 clusters Score -3.046566e+07 nChanged 9120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168510 members 
Mstep: Class 2 contains 313271 members 
Entering Unmasked Estep 
Score: -30468534.000000 Penalty: 4252.704590
	Iteration 12Q: 3 clusters Score -3.046853e+07 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164706 members 
Mstep: Class 2 contains 317075 members 
Entering Unmasked Estep 
Score: -30470808.000000 Penalty: 4252.704590
	Iteration 13Q: 3 clusters Score -3.047081e+07 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161062 members 
Mstep: Class 2 contains 320719 members 
Entering Unmasked Estep 
Score: -30473108.000000 Penalty: 4252.704590
	Iteration 14Q: 3 clusters Score -3.047311e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157629 members 
Mstep: Class 2 contains 324152 members 
Entering Unmasked Estep 
Score: -30474766.000000 Penalty: 4252.704590
	Iteration 15Q: 3 clusters Score -3.047477e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154402 members 
Mstep: Class 2 contains 327379 members 
Entering Unmasked Estep 
Score: -30476366.000000 Penalty: 4252.704590
	Iteration 16Q: 3 clusters Score -3.047637e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151270 members 
Mstep: Class 2 contains 330511 members 
Entering Unmasked Estep 
Score: -30477776.000000 Penalty: 4252.704590
	Iteration 17Q: 3 clusters Score -3.047778e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148264 members 
Mstep: Class 2 contains 333517 members 
Entering Unmasked Estep 
Score: -30478776.000000 Penalty: 4252.704590
	Iteration 18Q: 3 clusters Score -3.047878e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145251 members 
Mstep: Class 2 contains 336530 members 
Entering Unmasked Estep 
Score: -30479584.000000 Penalty: 4252.704590
	Iteration 19Q: 3 clusters Score -3.047958e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142349 members 
Mstep: Class 2 contains 339432 members 
Entering Unmasked Estep 
Score: -30480370.000000 Penalty: 4252.704590
	Iteration 20F: 3 clusters Score -3.048037e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139401 members 
Mstep: Class 2 contains 342380 members 
Entering Unmasked Estep 
Score: -30481252.000000 Penalty: 4252.704590
	Iteration 21Q: 3 clusters Score -3.048125e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136422 members 
Mstep: Class 2 contains 345359 members 
Entering Unmasked Estep 
Score: -30481870.000000 Penalty: 4252.704590
	Iteration 22Q: 3 clusters Score -3.048187e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133413 members 
Mstep: Class 2 contains 348368 members 
Entering Unmasked Estep 
Score: -30482458.000000 Penalty: 4252.704590
	Iteration 23Q: 3 clusters Score -3.048246e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130365 members 
Mstep: Class 2 contains 351416 members 
Entering Unmasked Estep 
Score: -30483108.000000 Penalty: 4252.704590
	Iteration 24Q: 3 clusters Score -3.048311e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127233 members 
Mstep: Class 2 contains 354548 members 
Entering Unmasked Estep 
Score: -30483776.000000 Penalty: 4252.704590
	Iteration 25Q: 3 clusters Score -3.048378e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124009 members 
Mstep: Class 2 contains 357772 members 
Entering Unmasked Estep 
Score: -30484346.000000 Penalty: 4252.704590
	Iteration 26Q: 3 clusters Score -3.048435e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120624 members 
Mstep: Class 2 contains 361157 members 
Entering Unmasked Estep 
Score: -30485042.000000 Penalty: 4252.704590
	Iteration 27Q: 3 clusters Score -3.048504e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117048 members 
Mstep: Class 2 contains 364733 members 
Entering Unmasked Estep 
Score: -30485536.000000 Penalty: 4252.704590
	Iteration 28Q: 3 clusters Score -3.048554e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113369 members 
Mstep: Class 2 contains 368412 members 
Entering Unmasked Estep 
Score: -30486158.000000 Penalty: 4252.704590
	Iteration 29Q: 3 clusters Score -3.048616e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109627 members 
Mstep: Class 2 contains 372154 members 
Entering Unmasked Estep 
Score: -30486978.000000 Penalty: 4252.704590
	Iteration 30Q: 3 clusters Score -3.048698e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105768 members 
Mstep: Class 2 contains 376013 members 
Entering Unmasked Estep 
Score: -30487510.000000 Penalty: 4252.704590
	Iteration 31Q: 3 clusters Score -3.048751e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101783 members 
Mstep: Class 2 contains 379998 members 
Entering Unmasked Estep 
Score: -30488156.000000 Penalty: 4252.704590
	Iteration 32Q: 3 clusters Score -3.048816e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97697 members 
Mstep: Class 2 contains 384084 members 
Entering Unmasked Estep 
Score: -30488898.000000 Penalty: 4252.704590
	Iteration 33Q: 3 clusters Score -3.04889e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93342 members 
Mstep: Class 2 contains 388439 members 
Entering Unmasked Estep 
Score: -30489874.000000 Penalty: 4252.704590
	Iteration 34Q: 3 clusters Score -3.048987e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88888 members 
Mstep: Class 2 contains 392893 members 
Entering Unmasked Estep 
Score: -30491034.000000 Penalty: 4252.704590
	Iteration 35Q: 3 clusters Score -3.049103e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84210 members 
Mstep: Class 2 contains 397571 members 
Entering Unmasked Estep 
Score: -30492192.000000 Penalty: 4252.704590
	Iteration 36Q: 3 clusters Score -3.049219e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79195 members 
Mstep: Class 2 contains 402586 members 
Entering Unmasked Estep 
Score: -30493414.000000 Penalty: 4252.704590
	Iteration 37Q: 3 clusters Score -3.049341e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74040 members 
Mstep: Class 2 contains 407741 members 
Entering Unmasked Estep 
Score: -30494596.000000 Penalty: 4252.704590
	Iteration 38Q: 3 clusters Score -3.04946e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68797 members 
Mstep: Class 2 contains 412984 members 
Entering Unmasked Estep 
Score: -30496076.000000 Penalty: 4252.704590
	Iteration 39Q: 3 clusters Score -3.049608e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63490 members 
Mstep: Class 2 contains 418291 members 
Entering Unmasked Estep 
Score: -30497736.000000 Penalty: 4252.704590
	Iteration 40F: 3 clusters Score -3.049774e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58145 members 
Mstep: Class 2 contains 423636 members 
Entering Unmasked Estep 
Score: -30499394.000000 Penalty: 4252.704590
	Iteration 41Q: 3 clusters Score -3.049939e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52772 members 
Mstep: Class 2 contains 429009 members 
Entering Unmasked Estep 
Score: -30501220.000000 Penalty: 4252.704590
	Iteration 42Q: 3 clusters Score -3.050122e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47533 members 
Mstep: Class 2 contains 434248 members 
Entering Unmasked Estep 
Score: -30503016.000000 Penalty: 4252.704590
	Iteration 43Q: 3 clusters Score -3.050302e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 439269 members 
Entering Unmasked Estep 
Score: -30504702.000000 Penalty: 4252.704590
	Iteration 44Q: 3 clusters Score -3.05047e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 444064 members 
Entering Unmasked Estep 
Score: -30506352.000000 Penalty: 4252.704590
	Iteration 45Q: 3 clusters Score -3.050635e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 448589 members 
Entering Unmasked Estep 
Score: -30507932.000000 Penalty: 4252.704590
	Iteration 46Q: 3 clusters Score -3.050793e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 452824 members 
Entering Unmasked Estep 
Score: -30509828.000000 Penalty: 4252.704590
	Iteration 47Q: 3 clusters Score -3.050983e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 456612 members 
Entering Unmasked Estep 
Score: -30511296.000000 Penalty: 4252.704590
	Iteration 48Q: 3 clusters Score -3.05113e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 459967 members 
Entering Unmasked Estep 
Score: -30512442.000000 Penalty: 4252.704590
	Iteration 49Q: 3 clusters Score -3.051244e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 462914 members 
Entering Unmasked Estep 
Score: -30513616.000000 Penalty: 4252.704590
	Iteration 50Q: 3 clusters Score -3.051362e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 465491 members 
Entering Unmasked Estep 
Score: -30514468.000000 Penalty: 4252.704590
	Iteration 51Q: 3 clusters Score -3.051447e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 467666 members 
Entering Unmasked Estep 
Score: -30515232.000000 Penalty: 4252.704590
	Iteration 52Q: 3 clusters Score -3.051523e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 469502 members 
Entering Unmasked Estep 
Score: -30515918.000000 Penalty: 4252.704590
	Iteration 53Q: 3 clusters Score -3.051592e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 471060 members 
Entering Unmasked Estep 
Score: -30516464.000000 Penalty: 4252.704590
	Iteration 54Q: 3 clusters Score -3.051646e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 472350 members 
Entering Unmasked Estep 
Score: -30517088.000000 Penalty: 4252.704590
	Iteration 55Q: 3 clusters Score -3.051709e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 473380 members 
Entering Unmasked Estep 
Score: -30517546.000000 Penalty: 4252.704590
	Iteration 56Q: 3 clusters Score -3.051755e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 474234 members 
Entering Unmasked Estep 
Score: -30518044.000000 Penalty: 4252.704590
	Iteration 57Q: 3 clusters Score -3.051804e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 474911 members 
Entering Unmasked Estep 
Score: -30518240.000000 Penalty: 4252.704590
	Iteration 58Q: 3 clusters Score -3.051824e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 475464 members 
Entering Unmasked Estep 
Score: -30518330.000000 Penalty: 4252.704590
	Iteration 59Q: 3 clusters Score -3.051833e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 475911 members 
Entering Unmasked Estep 
Score: -30518518.000000 Penalty: 4252.704590
	Iteration 60F: 3 clusters Score -3.051852e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 476281 members 
Entering Unmasked Estep 
Score: -30518586.000000 Penalty: 4252.704590
	Iteration 61Q: 3 clusters Score -3.051859e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 476556 members 
Entering Unmasked Estep 
Score: -30518746.000000 Penalty: 4252.704590
	Iteration 62Q: 3 clusters Score -3.051875e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 476800 members 
Entering Unmasked Estep 
Score: -30518826.000000 Penalty: 4252.704590
	Iteration 63Q: 3 clusters Score -3.051883e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 477000 members 
Entering Unmasked Estep 
Score: -30518896.000000 Penalty: 4252.704590
	Iteration 64Q: 3 clusters Score -3.05189e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 477159 members 
Entering Unmasked Estep 
Score: -30518930.000000 Penalty: 4252.704590
	Iteration 65Q: 3 clusters Score -3.051893e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 477293 members 
Entering Unmasked Estep 
Score: -30518958.000000 Penalty: 4252.704590
	Iteration 66Q: 3 clusters Score -3.051896e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 477397 members 
Entering Unmasked Estep 
Score: -30519038.000000 Penalty: 4252.704590
	Iteration 67Q: 3 clusters Score -3.051904e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 477495 members 
Entering Unmasked Estep 
Score: -30519100.000000 Penalty: 4252.704590
	Iteration 68Q: 3 clusters Score -3.05191e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 477575 members 
Entering Unmasked Estep 
Score: -30519158.000000 Penalty: 4252.704590
	Iteration 69Q: 3 clusters Score -3.051916e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 477621 members 
Entering Unmasked Estep 
Score: -30519182.000000 Penalty: 4252.704590
	Iteration 70Q: 3 clusters Score -3.051918e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 477673 members 
Entering Unmasked Estep 
Score: -30519156.000000 Penalty: 4252.704590
	Iteration 71Q: 3 clusters Score -3.051916e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 477724 members 
Entering Unmasked Estep 
Score: -30519180.000000 Penalty: 4252.704590
	Iteration 72Q: 3 clusters Score -3.051918e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 477764 members 
Entering Unmasked Estep 
Score: -30519178.000000 Penalty: 4252.704590
	Iteration 73Q: 3 clusters Score -3.051918e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 477812 members 
Entering Unmasked Estep 
Score: -30519176.000000 Penalty: 4252.704590
	Iteration 74Q: 3 clusters Score -3.051918e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 477859 members 
Entering Unmasked Estep 
Score: -30519178.000000 Penalty: 4252.704590
	Iteration 75Q: 3 clusters Score -3.051918e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 477899 members 
Entering Unmasked Estep 
Score: -30519194.000000 Penalty: 4252.704590
	Iteration 76Q: 3 clusters Score -3.051919e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 477946 members 
Entering Unmasked Estep 
Score: -30519178.000000 Penalty: 4252.704590
	Iteration 77Q: 3 clusters Score -3.051918e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 477987 members 
Entering Unmasked Estep 
Score: -30519174.000000 Penalty: 4252.704590
	Iteration 78Q: 3 clusters Score -3.051917e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 478014 members 
Entering Unmasked Estep 
Score: -30519218.000000 Penalty: 4252.704590
	Iteration 79Q: 3 clusters Score -3.051922e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 478037 members 
Entering Unmasked Estep 
Score: -30519204.000000 Penalty: 4252.704590
	Iteration 80F: 3 clusters Score -3.05192e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 478064 members 
Entering Unmasked Estep 
Score: -30519216.000000 Penalty: 4252.704590
	Iteration 81Q: 3 clusters Score -3.051922e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 478088 members 
Entering Unmasked Estep 
Score: -30519238.000000 Penalty: 4252.704590
	Iteration 82Q: 3 clusters Score -3.051924e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 478106 members 
Entering Unmasked Estep 
Score: -30519246.000000 Penalty: 4252.704590
	Iteration 83Q: 3 clusters Score -3.051925e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 478121 members 
Entering Unmasked Estep 
Score: -30519206.000000 Penalty: 4252.704590
	Iteration 84Q: 3 clusters Score -3.051921e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 478131 members 
Entering Unmasked Estep 
Score: -30519214.000000 Penalty: 4252.704590
	Iteration 85Q: 3 clusters Score -3.051921e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 478146 members 
Entering Unmasked Estep 
Score: -30519208.000000 Penalty: 4252.704590
	Iteration 86Q: 3 clusters Score -3.051921e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 478163 members 
Entering Unmasked Estep 
Score: -30519208.000000 Penalty: 4252.704590
	Iteration 87Q: 3 clusters Score -3.051921e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 478178 members 
Entering Unmasked Estep 
Score: -30519206.000000 Penalty: 4252.704590
	Iteration 88Q: 3 clusters Score -3.051921e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 478191 members 
Entering Unmasked Estep 
Score: -30519216.000000 Penalty: 4252.704590
	Iteration 89Q: 3 clusters Score -3.051922e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 478201 members 
Entering Unmasked Estep 
Score: -30519216.000000 Penalty: 4252.704590
	Iteration 90Q: 3 clusters Score -3.051922e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 478206 members 
Entering Unmasked Estep 
Score: -30519212.000000 Penalty: 4252.704590
	Iteration 91Q: 3 clusters Score -3.051921e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 478218 members 
Entering Unmasked Estep 
Score: -30519206.000000 Penalty: 4252.704590
	Iteration 92Q: 3 clusters Score -3.051921e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 478228 members 
Entering Unmasked Estep 
Score: -30519180.000000 Penalty: 4252.704590
	Iteration 93Q: 3 clusters Score -3.051918e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 478234 members 
Entering Unmasked Estep 
Score: -30519186.000000 Penalty: 4252.704590
	Iteration 94Q: 3 clusters Score -3.051919e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 478238 members 
Entering Unmasked Estep 
Score: -30519216.000000 Penalty: 4252.704590
	Iteration 95Q: 3 clusters Score -3.051922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 478241 members 
Entering Unmasked Estep 
Score: -30519210.000000 Penalty: 4252.704590
	Iteration 96Q: 3 clusters Score -3.051921e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 478246 members 
Entering Unmasked Estep 
Score: -30519200.000000 Penalty: 4252.704590
	Iteration 97Q: 3 clusters Score -3.05192e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 478252 members 
Entering Unmasked Estep 
Score: -30519198.000000 Penalty: 4252.704590
	Iteration 98Q: 3 clusters Score -3.05192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 478257 members 
Entering Unmasked Estep 
Score: -30519202.000000 Penalty: 4252.704590
	Iteration 99Q: 3 clusters Score -3.05192e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 478263 members 
Entering Unmasked Estep 
Score: -30519210.000000 Penalty: 4252.704590
	Iteration 100F: 3 clusters Score -3.051921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 478267 members 
Entering Unmasked Estep 
Score: -30519210.000000 Penalty: 4252.704590
	Iteration 101Q: 3 clusters Score -3.051921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 478271 members 
Entering Unmasked Estep 
Score: -30519216.000000 Penalty: 4252.704590
	Iteration 102Q: 3 clusters Score -3.051922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 478273 members 
Entering Unmasked Estep 
Score: -30519210.000000 Penalty: 4252.704590
	Iteration 103Q: 3 clusters Score -3.051921e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 478276 members 
Entering Unmasked Estep 
Score: -30519208.000000 Penalty: 4252.704590
	Iteration 104Q: 3 clusters Score -3.051921e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 478279 members 
Entering Unmasked Estep 
Score: -30519204.000000 Penalty: 4252.704590
	Iteration 105Q: 3 clusters Score -3.05192e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 478285 members 
Entering Unmasked Estep 
Score: -30519212.000000 Penalty: 4252.704590
	Iteration 106Q: 3 clusters Score -3.051921e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 478292 members 
Entering Unmasked Estep 
Score: -30519214.000000 Penalty: 4252.704590
	Iteration 107Q: 3 clusters Score -3.051921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 478298 members 
Entering Unmasked Estep 
Score: -30519208.000000 Penalty: 4252.704590
	Iteration 108Q: 3 clusters Score -3.051921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 478300 members 
Entering Unmasked Estep 
Score: -30519218.000000 Penalty: 4252.704590
	Iteration 109Q: 3 clusters Score -3.051922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 478300 members 
Entering Unmasked Estep 
Score: -30519206.000000 Penalty: 4252.704590
	Iteration 110Q: 3 clusters Score -3.051921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 478300 members 
Entering Unmasked Estep 
Score: -30519216.000000 Penalty: 4252.704590
	Iteration 111Q: 3 clusters Score -3.051922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 478303 members 
Entering Unmasked Estep 
Score: -30519204.000000 Penalty: 4252.704590
	Iteration 112Q: 3 clusters Score -3.05192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 478305 members 
Entering Unmasked Estep 
Score: -30519194.000000 Penalty: 4252.704590
	Iteration 113Q: 3 clusters Score -3.051919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 478307 members 
Entering Unmasked Estep 
Score: -30519204.000000 Penalty: 4252.704590
	Iteration 114Q: 3 clusters Score -3.05192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 478309 members 
Entering Unmasked Estep 
Score: -30519212.000000 Penalty: 4252.704590
	Iteration 115Q: 3 clusters Score -3.051921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 478312 members 
Entering Unmasked Estep 
Score: -30519222.000000 Penalty: 4252.704590
	Iteration 116Q: 3 clusters Score -3.051922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 478312 members 
Entering Unmasked Estep 
Score: -30519236.000000 Penalty: 4252.704590
	Iteration 117Q: 3 clusters Score -3.051924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 478312 members 
Entering Unmasked Estep 
Score: -30519224.000000 Penalty: 4252.704590
	Iteration 118Q: 3 clusters Score -3.051922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 478309 members 
Entering Unmasked Estep 
Score: -30519220.000000 Penalty: 4252.704590
	Iteration 119Q: 3 clusters Score -3.051922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 478310 members 
Entering Unmasked Estep 
Score: -30519218.000000 Penalty: 4252.704590
	Iteration 120F: 3 clusters Score -3.051922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 478312 members 
Entering Unmasked Estep 
Score: -30519222.000000 Penalty: 4252.704590
	Iteration 121Q: 3 clusters Score -3.051922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 478315 members 
Entering Unmasked Estep 
Score: -30519228.000000 Penalty: 4252.704590
	Iteration 122Q: 3 clusters Score -3.051923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 478317 members 
Entering Unmasked Estep 
Score: -30519232.000000 Penalty: 4252.704590
	Iteration 123Q: 3 clusters Score -3.051923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 478320 members 
Entering Unmasked Estep 
Score: -30519230.000000 Penalty: 4252.704590
	Iteration 124Q: 3 clusters Score -3.051923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 478323 members 
Entering Unmasked Estep 
Score: -30519222.000000 Penalty: 4252.704590
	Iteration 125Q: 3 clusters Score -3.051922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 478325 members 
Entering Unmasked Estep 
Score: -30519224.000000 Penalty: 4252.704590
	Iteration 126Q: 3 clusters Score -3.051922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 478327 members 
Entering Unmasked Estep 
Score: -30519238.000000 Penalty: 4252.704590
	Iteration 127Q: 3 clusters Score -3.051924e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 478327 members 
Entering Unmasked Estep 
Score: -30519238.000000 Penalty: 4252.704590
	Iteration 128F: 3 clusters Score -3.051924e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Entering Unmasked Estep 
Score: -387678.218750 Penalty: 1420.901611
	Iteration 0F: 2 clusters Score -387678.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -382862.218750 Penalty: 2841.803223
	Iteration 0F: 3 clusters Score -382862.2 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -384259.843750 Penalty: 2841.803223
	Iteration 1F: 3 clusters Score -384259.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -384529.062500 Penalty: 2841.803223
	Iteration 2F: 3 clusters Score -384529.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -384761.093750 Penalty: 2841.803223
	Iteration 3F: 3 clusters Score -384761.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -384945.875000 Penalty: 2841.803223
	Iteration 4F: 3 clusters Score -384945.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -385085.281250 Penalty: 2841.803223
	Iteration 5Q: 3 clusters Score -385085.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -385184.031250 Penalty: 2841.803223
	Iteration 6Q: 3 clusters Score -385184 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -385269.593750 Penalty: 2841.803223
	Iteration 7Q: 3 clusters Score -385269.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -385341.593750 Penalty: 2841.803223
	Iteration 8Q: 3 clusters Score -385341.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -385409.593750 Penalty: 2841.803223
	Iteration 9Q: 3 clusters Score -385409.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -385466.781250 Penalty: 2841.803223
	Iteration 10Q: 3 clusters Score -385466.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -385524.343750 Penalty: 2841.803223
	Iteration 11Q: 3 clusters Score -385524.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -385582.718750 Penalty: 2841.803223
	Iteration 12Q: 3 clusters Score -385582.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -385643.718750 Penalty: 2841.803223
	Iteration 13Q: 3 clusters Score -385643.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -385703.468750 Penalty: 2841.803223
	Iteration 14Q: 3 clusters Score -385703.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -385769.343750 Penalty: 2841.803223
	Iteration 15Q: 3 clusters Score -385769.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -385835.625000 Penalty: 2841.803223
	Iteration 16Q: 3 clusters Score -385835.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -385885.562500 Penalty: 2841.803223
	Iteration 17Q: 3 clusters Score -385885.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -385945.656250 Penalty: 2841.803223
	Iteration 18Q: 3 clusters Score -385945.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -386011.750000 Penalty: 2841.803223
	Iteration 19Q: 3 clusters Score -386011.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -386052.968750 Penalty: 2841.803223
	Iteration 20F: 3 clusters Score -386053 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -386089.062500 Penalty: 2841.803223
	Iteration 21Q: 3 clusters Score -386089.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -386130.812500 Penalty: 2841.803223
	Iteration 22Q: 3 clusters Score -386130.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -386167.125000 Penalty: 2841.803223
	Iteration 23Q: 3 clusters Score -386167.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -386209.687500 Penalty: 2841.803223
	Iteration 24Q: 3 clusters Score -386209.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -386252.906250 Penalty: 2841.803223
	Iteration 25Q: 3 clusters Score -386252.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -386307.000000 Penalty: 2841.803223
	Iteration 26Q: 3 clusters Score -386307 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -386347.093750 Penalty: 2841.803223
	Iteration 27Q: 3 clusters Score -386347.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -386382.875000 Penalty: 2841.803223
	Iteration 28Q: 3 clusters Score -386382.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -386415.593750 Penalty: 2841.803223
	Iteration 29Q: 3 clusters Score -386415.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -386441.718750 Penalty: 2841.803223
	Iteration 30Q: 3 clusters Score -386441.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -386466.656250 Penalty: 2841.803223
	Iteration 31Q: 3 clusters Score -386466.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -386489.875000 Penalty: 2841.803223
	Iteration 32Q: 3 clusters Score -386489.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -386506.968750 Penalty: 2841.803223
	Iteration 33Q: 3 clusters Score -386507 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -386519.656250 Penalty: 2841.803223
	Iteration 34Q: 3 clusters Score -386519.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -386527.187500 Penalty: 2841.803223
	Iteration 35Q: 3 clusters Score -386527.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -386534.593750 Penalty: 2841.803223
	Iteration 36Q: 3 clusters Score -386534.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -386538.218750 Penalty: 2841.803223
	Iteration 37Q: 3 clusters Score -386538.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -386543.031250 Penalty: 2841.803223
	Iteration 38Q: 3 clusters Score -386543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -386548.906250 Penalty: 2841.803223
	Iteration 39Q: 3 clusters Score -386548.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -386553.250000 Penalty: 2841.803223
	Iteration 40F: 3 clusters Score -386553.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -386554.218750 Penalty: 2841.803223
	Iteration 41Q: 3 clusters Score -386554.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -386555.500000 Penalty: 2841.803223
	Iteration 42Q: 3 clusters Score -386555.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -386555.562500 Penalty: 2841.803223
	Iteration 43Q: 3 clusters Score -386555.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -386555.343750 Penalty: 2841.803223
	Iteration 44Q: 3 clusters Score -386555.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -386554.968750 Penalty: 2841.803223
	Iteration 45Q: 3 clusters Score -386555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -386554.968750 Penalty: 2841.803223
	Iteration 46F: 3 clusters Score -386555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Entering Unmasked Estep 
Score: -275140.343750 Penalty: 1355.401611
	Iteration 0F: 2 clusters Score -275140.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -271651.468750 Penalty: 2710.803223
	Iteration 0F: 3 clusters Score -271651.5 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -272561.656250 Penalty: 2710.803223
	Iteration 1F: 3 clusters Score -272561.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -272721.187500 Penalty: 2710.803223
	Iteration 2F: 3 clusters Score -272721.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -272844.375000 Penalty: 2710.803223
	Iteration 3F: 3 clusters Score -272844.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -272927.187500 Penalty: 2710.803223
	Iteration 4Q: 3 clusters Score -272927.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -273017.062500 Penalty: 2710.803223
	Iteration 5Q: 3 clusters Score -273017.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -273094.843750 Penalty: 2710.803223
	Iteration 6Q: 3 clusters Score -273094.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -273171.781250 Penalty: 2710.803223
	Iteration 7Q: 3 clusters Score -273171.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -273249.375000 Penalty: 2710.803223
	Iteration 8Q: 3 clusters Score -273249.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -273337.093750 Penalty: 2710.803223
	Iteration 9Q: 3 clusters Score -273337.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -273442.062500 Penalty: 2710.803223
	Iteration 10Q: 3 clusters Score -273442.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -273539.250000 Penalty: 2710.803223
	Iteration 11Q: 3 clusters Score -273539.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -273648.718750 Penalty: 2710.803223
	Iteration 12Q: 3 clusters Score -273648.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -273747.625000 Penalty: 2710.803223
	Iteration 13Q: 3 clusters Score -273747.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -273830.625000 Penalty: 2710.803223
	Iteration 14Q: 3 clusters Score -273830.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -273887.875000 Penalty: 2710.803223
	Iteration 15Q: 3 clusters Score -273887.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -273920.937500 Penalty: 2710.803223
	Iteration 16Q: 3 clusters Score -273920.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -273945.812500 Penalty: 2710.803223
	Iteration 17Q: 3 clusters Score -273945.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -273963.375000 Penalty: 2710.803223
	Iteration 18Q: 3 clusters Score -273963.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -273976.593750 Penalty: 2710.803223
	Iteration 19Q: 3 clusters Score -273976.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -273981.312500 Penalty: 2710.803223
	Iteration 20F: 3 clusters Score -273981.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -273985.718750 Penalty: 2710.803223
	Iteration 21Q: 3 clusters Score -273985.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -273989.500000 Penalty: 2710.803223
	Iteration 22Q: 3 clusters Score -273989.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -273990.093750 Penalty: 2710.803223
	Iteration 23Q: 3 clusters Score -273990.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -273990.093750 Penalty: 2710.803223
	Iteration 24F: 3 clusters Score -273990.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Entering Unmasked Estep 
Score: -671027.750000 Penalty: 1513.331177
	Iteration 0F: 2 clusters Score -671027.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -663113.500000 Penalty: 3026.662354
	Iteration 0F: 3 clusters Score -663113.5 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -665851.937500 Penalty: 3026.662354
	Iteration 1F: 3 clusters Score -665851.9 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -666105.312500 Penalty: 3026.662354
	Iteration 2F: 3 clusters Score -666105.3 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -666301.812500 Penalty: 3026.662354
	Iteration 3Q: 3 clusters Score -666301.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -666467.437500 Penalty: 3026.662354
	Iteration 4Q: 3 clusters Score -666467.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -666588.062500 Penalty: 3026.662354
	Iteration 5Q: 3 clusters Score -666588.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -666712.000000 Penalty: 3026.662354
	Iteration 6Q: 3 clusters Score -666712 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -666825.625000 Penalty: 3026.662354
	Iteration 7Q: 3 clusters Score -666825.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -666939.250000 Penalty: 3026.662354
	Iteration 8Q: 3 clusters Score -666939.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -667050.187500 Penalty: 3026.662354
	Iteration 9Q: 3 clusters Score -667050.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -667196.000000 Penalty: 3026.662354
	Iteration 10Q: 3 clusters Score -667196 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -667383.250000 Penalty: 3026.662354
	Iteration 11Q: 3 clusters Score -667383.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -667591.437500 Penalty: 3026.662354
	Iteration 12Q: 3 clusters Score -667591.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -667808.312500 Penalty: 3026.662354
	Iteration 13Q: 3 clusters Score -667808.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -667952.500000 Penalty: 3026.662354
	Iteration 14Q: 3 clusters Score -667952.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -668052.812500 Penalty: 3026.662354
	Iteration 15Q: 3 clusters Score -668052.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -668113.687500 Penalty: 3026.662354
	Iteration 16Q: 3 clusters Score -668113.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -668157.875000 Penalty: 3026.662354
	Iteration 17Q: 3 clusters Score -668157.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -668196.875000 Penalty: 3026.662354
	Iteration 18Q: 3 clusters Score -668196.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -668244.250000 Penalty: 3026.662354
	Iteration 19Q: 3 clusters Score -668244.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -668303.375000 Penalty: 3026.662354
	Iteration 20F: 3 clusters Score -668303.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -668359.375000 Penalty: 3026.662354
	Iteration 21Q: 3 clusters Score -668359.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -668424.000000 Penalty: 3026.662354
	Iteration 22Q: 3 clusters Score -668424 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -668502.062500 Penalty: 3026.662354
	Iteration 23Q: 3 clusters Score -668502.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -668603.562500 Penalty: 3026.662354
	Iteration 24Q: 3 clusters Score -668603.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -668722.625000 Penalty: 3026.662354
	Iteration 25Q: 3 clusters Score -668722.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -668842.687500 Penalty: 3026.662354
	Iteration 26Q: 3 clusters Score -668842.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -668941.000000 Penalty: 3026.662354
	Iteration 27Q: 3 clusters Score -668941 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -669029.062500 Penalty: 3026.662354
	Iteration 28Q: 3 clusters Score -669029.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -669107.000000 Penalty: 3026.662354
	Iteration 29Q: 3 clusters Score -669107 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -669163.500000 Penalty: 3026.662354
	Iteration 30Q: 3 clusters Score -669163.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -669211.062500 Penalty: 3026.662354
	Iteration 31Q: 3 clusters Score -669211.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -669237.625000 Penalty: 3026.662354
	Iteration 32Q: 3 clusters Score -669237.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -669262.500000 Penalty: 3026.662354
	Iteration 33Q: 3 clusters Score -669262.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -669282.750000 Penalty: 3026.662354
	Iteration 34Q: 3 clusters Score -669282.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -669306.437500 Penalty: 3026.662354
	Iteration 35Q: 3 clusters Score -669306.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -669322.312500 Penalty: 3026.662354
	Iteration 36Q: 3 clusters Score -669322.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -669337.562500 Penalty: 3026.662354
	Iteration 37Q: 3 clusters Score -669337.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -669350.312500 Penalty: 3026.662354
	Iteration 38Q: 3 clusters Score -669350.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -669361.312500 Penalty: 3026.662354
	Iteration 39Q: 3 clusters Score -669361.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -669374.062500 Penalty: 3026.662354
	Iteration 40F: 3 clusters Score -669374.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -669383.750000 Penalty: 3026.662354
	Iteration 41Q: 3 clusters Score -669383.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -669390.750000 Penalty: 3026.662354
	Iteration 42Q: 3 clusters Score -669390.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -669399.312500 Penalty: 3026.662354
	Iteration 43Q: 3 clusters Score -669399.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -669409.875000 Penalty: 3026.662354
	Iteration 44Q: 3 clusters Score -669409.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -669419.875000 Penalty: 3026.662354
	Iteration 45Q: 3 clusters Score -669419.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -669425.375000 Penalty: 3026.662354
	Iteration 46Q: 3 clusters Score -669425.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -669431.625000 Penalty: 3026.662354
	Iteration 47Q: 3 clusters Score -669431.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -669436.937500 Penalty: 3026.662354
	Iteration 48Q: 3 clusters Score -669436.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -669439.437500 Penalty: 3026.662354
	Iteration 49Q: 3 clusters Score -669439.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -669444.812500 Penalty: 3026.662354
	Iteration 50Q: 3 clusters Score -669444.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -669451.937500 Penalty: 3026.662354
	Iteration 51Q: 3 clusters Score -669451.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -669453.000000 Penalty: 3026.662354
	Iteration 52Q: 3 clusters Score -669453 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -669457.312500 Penalty: 3026.662354
	Iteration 53Q: 3 clusters Score -669457.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -669461.062500 Penalty: 3026.662354
	Iteration 54Q: 3 clusters Score -669461.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -669465.187500 Penalty: 3026.662354
	Iteration 55Q: 3 clusters Score -669465.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -669471.187500 Penalty: 3026.662354
	Iteration 56Q: 3 clusters Score -669471.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -669473.937500 Penalty: 3026.662354
	Iteration 57Q: 3 clusters Score -669473.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -669480.375000 Penalty: 3026.662354
	Iteration 58Q: 3 clusters Score -669480.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -669481.312500 Penalty: 3026.662354
	Iteration 59Q: 3 clusters Score -669481.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -669486.375000 Penalty: 3026.662354
	Iteration 60F: 3 clusters Score -669486.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -669489.875000 Penalty: 3026.662354
	Iteration 61Q: 3 clusters Score -669489.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -669498.937500 Penalty: 3026.662354
	Iteration 62Q: 3 clusters Score -669498.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -669502.625000 Penalty: 3026.662354
	Iteration 63Q: 3 clusters Score -669502.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -669507.250000 Penalty: 3026.662354
	Iteration 64Q: 3 clusters Score -669507.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -669513.875000 Penalty: 3026.662354
	Iteration 65Q: 3 clusters Score -669513.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -669519.062500 Penalty: 3026.662354
	Iteration 66Q: 3 clusters Score -669519.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -669520.250000 Penalty: 3026.662354
	Iteration 67Q: 3 clusters Score -669520.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -669524.812500 Penalty: 3026.662354
	Iteration 68Q: 3 clusters Score -669524.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -669529.187500 Penalty: 3026.662354
	Iteration 69Q: 3 clusters Score -669529.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -669532.750000 Penalty: 3026.662354
	Iteration 70Q: 3 clusters Score -669532.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -669542.812500 Penalty: 3026.662354
	Iteration 71Q: 3 clusters Score -669542.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -669549.500000 Penalty: 3026.662354
	Iteration 72Q: 3 clusters Score -669549.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -669558.000000 Penalty: 3026.662354
	Iteration 73Q: 3 clusters Score -669558 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -669567.750000 Penalty: 3026.662354
	Iteration 74Q: 3 clusters Score -669567.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -669576.750000 Penalty: 3026.662354
	Iteration 75Q: 3 clusters Score -669576.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -669586.687500 Penalty: 3026.662354
	Iteration 76Q: 3 clusters Score -669586.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -669599.562500 Penalty: 3026.662354
	Iteration 77Q: 3 clusters Score -669599.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -669609.250000 Penalty: 3026.662354
	Iteration 78Q: 3 clusters Score -669609.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -669619.250000 Penalty: 3026.662354
	Iteration 79Q: 3 clusters Score -669619.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -669623.250000 Penalty: 3026.662354
	Iteration 80F: 3 clusters Score -669623.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -669630.375000 Penalty: 3026.662354
	Iteration 81Q: 3 clusters Score -669630.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -669637.812500 Penalty: 3026.662354
	Iteration 82Q: 3 clusters Score -669637.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -669654.062500 Penalty: 3026.662354
	Iteration 83Q: 3 clusters Score -669654.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -669665.875000 Penalty: 3026.662354
	Iteration 84Q: 3 clusters Score -669665.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -669674.000000 Penalty: 3026.662354
	Iteration 85Q: 3 clusters Score -669674 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -669680.437500 Penalty: 3026.662354
	Iteration 86Q: 3 clusters Score -669680.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -669682.187500 Penalty: 3026.662354
	Iteration 87Q: 3 clusters Score -669682.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -669682.312500 Penalty: 3026.662354
	Iteration 88Q: 3 clusters Score -669682.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -669684.875000 Penalty: 3026.662354
	Iteration 89Q: 3 clusters Score -669684.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -669687.187500 Penalty: 3026.662354
	Iteration 90Q: 3 clusters Score -669687.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -669687.687500 Penalty: 3026.662354
	Iteration 91Q: 3 clusters Score -669687.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -669689.437500 Penalty: 3026.662354
	Iteration 92Q: 3 clusters Score -669689.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -669691.125000 Penalty: 3026.662354
	Iteration 93Q: 3 clusters Score -669691.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -669692.375000 Penalty: 3026.662354
	Iteration 94Q: 3 clusters Score -669692.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -669694.875000 Penalty: 3026.662354
	Iteration 95Q: 3 clusters Score -669694.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -669696.750000 Penalty: 3026.662354
	Iteration 96Q: 3 clusters Score -669696.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -669698.812500 Penalty: 3026.662354
	Iteration 97Q: 3 clusters Score -669698.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -669702.687500 Penalty: 3026.662354
	Iteration 98Q: 3 clusters Score -669702.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -669706.812500 Penalty: 3026.662354
	Iteration 99Q: 3 clusters Score -669706.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -669710.875000 Penalty: 3026.662354
	Iteration 100F: 3 clusters Score -669710.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -669712.187500 Penalty: 3026.662354
	Iteration 101Q: 3 clusters Score -669712.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -669715.687500 Penalty: 3026.662354
	Iteration 102Q: 3 clusters Score -669715.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -669717.062500 Penalty: 3026.662354
	Iteration 103Q: 3 clusters Score -669717.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -669720.250000 Penalty: 3026.662354
	Iteration 104Q: 3 clusters Score -669720.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -669721.187500 Penalty: 3026.662354
	Iteration 105Q: 3 clusters Score -669721.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -669724.062500 Penalty: 3026.662354
	Iteration 106Q: 3 clusters Score -669724.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -669724.375000 Penalty: 3026.662354
	Iteration 107Q: 3 clusters Score -669724.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -669723.937500 Penalty: 3026.662354
	Iteration 108Q: 3 clusters Score -669723.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -669724.687500 Penalty: 3026.662354
	Iteration 109Q: 3 clusters Score -669724.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -669726.750000 Penalty: 3026.662354
	Iteration 110Q: 3 clusters Score -669726.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -669727.437500 Penalty: 3026.662354
	Iteration 111Q: 3 clusters Score -669727.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -669727.812500 Penalty: 3026.662354
	Iteration 112Q: 3 clusters Score -669727.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -669727.937500 Penalty: 3026.662354
	Iteration 113Q: 3 clusters Score -669727.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -669728.187500 Penalty: 3026.662354
	Iteration 114Q: 3 clusters Score -669728.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -669729.250000 Penalty: 3026.662354
	Iteration 115Q: 3 clusters Score -669729.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -669731.625000 Penalty: 3026.662354
	Iteration 116Q: 3 clusters Score -669731.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -669731.500000 Penalty: 3026.662354
	Iteration 117Q: 3 clusters Score -669731.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -669731.937500 Penalty: 3026.662354
	Iteration 118Q: 3 clusters Score -669731.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -669731.375000 Penalty: 3026.662354
	Iteration 119Q: 3 clusters Score -669731.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -669731.375000 Penalty: 3026.662354
	Iteration 120F: 3 clusters Score -669731.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -103744.382812 Penalty: 1205.259155
	Iteration 0F: 2 clusters Score -103744.4 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 803 members 
Entering Unmasked Estep 
Score: -101850.796875 Penalty: 2410.518311
	Iteration 0F: 3 clusters Score -101850.8 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -102231.570312 Penalty: 2410.518311
	Iteration 1F: 3 clusters Score -102231.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -102329.976562 Penalty: 2410.518311
	Iteration 2F: 3 clusters Score -102330 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -102390.468750 Penalty: 2410.518311
	Iteration 3Q: 3 clusters Score -102390.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -102436.250000 Penalty: 2410.518311
	Iteration 4Q: 3 clusters Score -102436.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -102457.578125 Penalty: 2410.518311
	Iteration 5Q: 3 clusters Score -102457.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -102469.937500 Penalty: 2410.518311
	Iteration 6Q: 3 clusters Score -102469.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -102479.375000 Penalty: 2410.518311
	Iteration 7Q: 3 clusters Score -102479.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -102489.859375 Penalty: 2410.518311
	Iteration 8Q: 3 clusters Score -102489.9 nChanged 7
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: -102494.500000 Penalty: 2410.518311
	Iteration 9Q: 3 clusters Score -102494.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -102500.039062 Penalty: 2410.518311
	Iteration 10Q: 3 clusters Score -102500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -102508.945312 Penalty: 2410.518311
	Iteration 11Q: 3 clusters Score -102508.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -102514.976562 Penalty: 2410.518311
	Iteration 12Q: 3 clusters Score -102515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -102519.492188 Penalty: 2410.518311
	Iteration 13Q: 3 clusters Score -102519.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -102522.242188 Penalty: 2410.518311
	Iteration 14Q: 3 clusters Score -102522.2 nChanged 3
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: -102523.804688 Penalty: 2410.518311
	Iteration 15Q: 3 clusters Score -102523.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -102525.562500 Penalty: 2410.518311
	Iteration 16Q: 3 clusters Score -102525.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -102528.093750 Penalty: 2410.518311
	Iteration 17Q: 3 clusters Score -102528.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -102530.046875 Penalty: 2410.518311
	Iteration 18Q: 3 clusters Score -102530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -102532.304688 Penalty: 2410.518311
	Iteration 19Q: 3 clusters Score -102532.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -102536.031250 Penalty: 2410.518311
	Iteration 20F: 3 clusters Score -102536 nChanged 5
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: -102537.859375 Penalty: 2410.518311
	Iteration 21Q: 3 clusters Score -102537.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -102539.835938 Penalty: 2410.518311
	Iteration 22Q: 3 clusters Score -102539.8 nChanged 4
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: -102541.375000 Penalty: 2410.518311
	Iteration 23Q: 3 clusters Score -102541.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -102541.812500 Penalty: 2410.518311
	Iteration 24Q: 3 clusters Score -102541.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -102541.812500 Penalty: 2410.518311
	Iteration 25F: 3 clusters Score -102541.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Entering Unmasked Estep 
Score: -192292.171875 Penalty: 1289.765381
	Iteration 0F: 2 clusters Score -192292.2 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 1385 members 
Entering Unmasked Estep 
Score: -189645.390625 Penalty: 2579.530762
	Iteration 0F: 3 clusters Score -189645.4 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -190234.671875 Penalty: 2579.530762
	Iteration 1F: 3 clusters Score -190234.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -190370.671875 Penalty: 2579.530762
	Iteration 2F: 3 clusters Score -190370.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -190456.906250 Penalty: 2579.530762
	Iteration 3F: 3 clusters Score -190456.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -190509.890625 Penalty: 2579.530762
	Iteration 4Q: 3 clusters Score -190509.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -190545.125000 Penalty: 2579.530762
	Iteration 5Q: 3 clusters Score -190545.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -190582.765625 Penalty: 2579.530762
	Iteration 6Q: 3 clusters Score -190582.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -190608.593750 Penalty: 2579.530762
	Iteration 7Q: 3 clusters Score -190608.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -190622.218750 Penalty: 2579.530762
	Iteration 8Q: 3 clusters Score -190622.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -190638.968750 Penalty: 2579.530762
	Iteration 9Q: 3 clusters Score -190639 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -190651.468750 Penalty: 2579.530762
	Iteration 10Q: 3 clusters Score -190651.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -190662.093750 Penalty: 2579.530762
	Iteration 11Q: 3 clusters Score -190662.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -190670.609375 Penalty: 2579.530762
	Iteration 12Q: 3 clusters Score -190670.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -190674.812500 Penalty: 2579.530762
	Iteration 13Q: 3 clusters Score -190674.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -190678.375000 Penalty: 2579.530762
	Iteration 14Q: 3 clusters Score -190678.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -190682.359375 Penalty: 2579.530762
	Iteration 15Q: 3 clusters Score -190682.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -190684.062500 Penalty: 2579.530762
	Iteration 16Q: 3 clusters Score -190684.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -190686.546875 Penalty: 2579.530762
	Iteration 17Q: 3 clusters Score -190686.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -190687.703125 Penalty: 2579.530762
	Iteration 18Q: 3 clusters Score -190687.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -190688.406250 Penalty: 2579.530762
	Iteration 19Q: 3 clusters Score -190688.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -190689.328125 Penalty: 2579.530762
	Iteration 20F: 3 clusters Score -190689.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -190691.562500 Penalty: 2579.530762
	Iteration 21Q: 3 clusters Score -190691.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -190692.031250 Penalty: 2579.530762
	Iteration 22Q: 3 clusters Score -190692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -190692.890625 Penalty: 2579.530762
	Iteration 23Q: 3 clusters Score -190692.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -190692.890625 Penalty: 2579.530762
	Iteration 24F: 3 clusters Score -190692.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Entering Unmasked Estep 
Score: -1959795.750000 Penalty: 1676.510376
	Iteration 0F: 2 clusters Score -1959796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1939387.500000 Penalty: 3353.020752
	Iteration 0F: 3 clusters Score -1939388 nChanged 13907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -1947110.750000 Penalty: 3353.020752
	Iteration 1F: 3 clusters Score -1947111 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -1947583.875000 Penalty: 3353.020752
	Iteration 2Q: 3 clusters Score -1947584 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -1948091.375000 Penalty: 3353.020752
	Iteration 3Q: 3 clusters Score -1948091 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -1948703.625000 Penalty: 3353.020752
	Iteration 4Q: 3 clusters Score -1948704 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -1949389.875000 Penalty: 3353.020752
	Iteration 5Q: 3 clusters Score -1949390 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -1950204.000000 Penalty: 3353.020752
	Iteration 6F: 3 clusters Score -1950204 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -1951207.250000 Penalty: 3353.020752
	Iteration 7F: 3 clusters Score -1951207 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -1952353.875000 Penalty: 3353.020752
	Iteration 8F: 3 clusters Score -1952354 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -1953621.750000 Penalty: 3353.020752
	Iteration 9F: 3 clusters Score -1953622 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -1954835.000000 Penalty: 3353.020752
	Iteration 10F: 3 clusters Score -1954835 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -1955929.750000 Penalty: 3353.020752
	Iteration 11Q: 3 clusters Score -1955930 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -1956850.000000 Penalty: 3353.020752
	Iteration 12Q: 3 clusters Score -1956850 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -1957561.125000 Penalty: 3353.020752
	Iteration 13Q: 3 clusters Score -1957561 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -1958007.750000 Penalty: 3353.020752
	Iteration 14Q: 3 clusters Score -1958008 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -1958197.375000 Penalty: 3353.020752
	Iteration 15Q: 3 clusters Score -1958197 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -1958300.125000 Penalty: 3353.020752
	Iteration 16Q: 3 clusters Score -1958300 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -1958354.000000 Penalty: 3353.020752
	Iteration 17Q: 3 clusters Score -1958354 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -1958383.500000 Penalty: 3353.020752
	Iteration 18Q: 3 clusters Score -1958384 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -1958408.875000 Penalty: 3353.020752
	Iteration 19Q: 3 clusters Score -1958409 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -1958424.375000 Penalty: 3353.020752
	Iteration 20F: 3 clusters Score -1958424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -1958434.000000 Penalty: 3353.020752
	Iteration 21Q: 3 clusters Score -1958434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -1958438.250000 Penalty: 3353.020752
	Iteration 22Q: 3 clusters Score -1958438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -1958439.875000 Penalty: 3353.020752
	Iteration 23Q: 3 clusters Score -1958440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -1958441.750000 Penalty: 3353.020752
	Iteration 24Q: 3 clusters Score -1958442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -1958443.750000 Penalty: 3353.020752
	Iteration 25Q: 3 clusters Score -1958444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -1958445.250000 Penalty: 3353.020752
	Iteration 26Q: 3 clusters Score -1958445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -1958449.125000 Penalty: 3353.020752
	Iteration 27Q: 3 clusters Score -1958449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -1958453.750000 Penalty: 3353.020752
	Iteration 28Q: 3 clusters Score -1958454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -1958456.500000 Penalty: 3353.020752
	Iteration 29Q: 3 clusters Score -1958456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -1958456.375000 Penalty: 3353.020752
	Iteration 30Q: 3 clusters Score -1958456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -1958457.375000 Penalty: 3353.020752
	Iteration 31Q: 3 clusters Score -1958457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -1958458.000000 Penalty: 3353.020752
	Iteration 32Q: 3 clusters Score -1958458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -1958461.250000 Penalty: 3353.020752
	Iteration 33Q: 3 clusters Score -1958461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -1958462.625000 Penalty: 3353.020752
	Iteration 34Q: 3 clusters Score -1958463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -1958461.375000 Penalty: 3353.020752
	Iteration 35Q: 3 clusters Score -1958461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -1958461.375000 Penalty: 3353.020752
	Iteration 36F: 3 clusters Score -1958461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Entering Unmasked Estep 
Score: -374900.937500 Penalty: 1416.383667
	Iteration 0F: 2 clusters Score -374900.9 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 3106 members 
Entering Unmasked Estep 
Score: -370238.437500 Penalty: 2832.767334
	Iteration 0F: 3 clusters Score -370238.4 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -371622.843750 Penalty: 2832.767334
	Iteration 1F: 3 clusters Score -371622.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -371886.531250 Penalty: 2832.767334
	Iteration 2F: 3 clusters Score -371886.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -372116.625000 Penalty: 2832.767334
	Iteration 3F: 3 clusters Score -372116.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -372304.437500 Penalty: 2832.767334
	Iteration 4F: 3 clusters Score -372304.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -372495.906250 Penalty: 2832.767334
	Iteration 5Q: 3 clusters Score -372495.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -372675.406250 Penalty: 2832.767334
	Iteration 6Q: 3 clusters Score -372675.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -372842.250000 Penalty: 2832.767334
	Iteration 7Q: 3 clusters Score -372842.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -372991.968750 Penalty: 2832.767334
	Iteration 8Q: 3 clusters Score -372992 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -373125.375000 Penalty: 2832.767334
	Iteration 9Q: 3 clusters Score -373125.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -373241.812500 Penalty: 2832.767334
	Iteration 10Q: 3 clusters Score -373241.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -373338.281250 Penalty: 2832.767334
	Iteration 11Q: 3 clusters Score -373338.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -373419.218750 Penalty: 2832.767334
	Iteration 12Q: 3 clusters Score -373419.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -373478.281250 Penalty: 2832.767334
	Iteration 13Q: 3 clusters Score -373478.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -373548.593750 Penalty: 2832.767334
	Iteration 14Q: 3 clusters Score -373548.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -373599.218750 Penalty: 2832.767334
	Iteration 15Q: 3 clusters Score -373599.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -373646.968750 Penalty: 2832.767334
	Iteration 16Q: 3 clusters Score -373647 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -373689.343750 Penalty: 2832.767334
	Iteration 17Q: 3 clusters Score -373689.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -373715.843750 Penalty: 2832.767334
	Iteration 18Q: 3 clusters Score -373715.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -373738.750000 Penalty: 2832.767334
	Iteration 19Q: 3 clusters Score -373738.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -373765.687500 Penalty: 2832.767334
	Iteration 20F: 3 clusters Score -373765.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -373782.343750 Penalty: 2832.767334
	Iteration 21Q: 3 clusters Score -373782.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -373788.156250 Penalty: 2832.767334
	Iteration 22Q: 3 clusters Score -373788.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -373793.437500 Penalty: 2832.767334
	Iteration 23Q: 3 clusters Score -373793.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -373796.531250 Penalty: 2832.767334
	Iteration 24Q: 3 clusters Score -373796.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -373801.812500 Penalty: 2832.767334
	Iteration 25Q: 3 clusters Score -373801.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -373803.625000 Penalty: 2832.767334
	Iteration 26Q: 3 clusters Score -373803.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -373807.062500 Penalty: 2832.767334
	Iteration 27Q: 3 clusters Score -373807.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -373809.593750 Penalty: 2832.767334
	Iteration 28Q: 3 clusters Score -373809.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -373810.468750 Penalty: 2832.767334
	Iteration 29Q: 3 clusters Score -373810.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -373813.843750 Penalty: 2832.767334
	Iteration 30Q: 3 clusters Score -373813.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -373816.218750 Penalty: 2832.767334
	Iteration 31Q: 3 clusters Score -373816.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -373821.312500 Penalty: 2832.767334
	Iteration 32Q: 3 clusters Score -373821.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -373823.093750 Penalty: 2832.767334
	Iteration 33Q: 3 clusters Score -373823.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -373824.062500 Penalty: 2832.767334
	Iteration 34Q: 3 clusters Score -373824.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -373825.937500 Penalty: 2832.767334
	Iteration 35Q: 3 clusters Score -373825.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -373826.500000 Penalty: 2832.767334
	Iteration 36Q: 3 clusters Score -373826.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -373826.500000 Penalty: 2832.767334
	Iteration 37F: 3 clusters Score -373826.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Entering Unmasked Estep 
Score: -583112.000000 Penalty: 1481.960815
	Iteration 0F: 2 clusters Score -583112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -576540.937500 Penalty: 2963.921631
	Iteration 0F: 3 clusters Score -576540.9 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -578682.250000 Penalty: 2963.921631
	Iteration 1F: 3 clusters Score -578682.2 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -579034.812500 Penalty: 2963.921631
	Iteration 2F: 3 clusters Score -579034.8 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -579349.312500 Penalty: 2963.921631
	Iteration 3F: 3 clusters Score -579349.3 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -579697.500000 Penalty: 2963.921631
	Iteration 4F: 3 clusters Score -579697.5 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -580047.687500 Penalty: 2963.921631
	Iteration 5F: 3 clusters Score -580047.7 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -580418.062500 Penalty: 2963.921631
	Iteration 6F: 3 clusters Score -580418.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -580710.437500 Penalty: 2963.921631
	Iteration 7Q: 3 clusters Score -580710.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -580919.000000 Penalty: 2963.921631
	Iteration 8Q: 3 clusters Score -580919 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -581108.687500 Penalty: 2963.921631
	Iteration 9Q: 3 clusters Score -581108.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -581282.750000 Penalty: 2963.921631
	Iteration 10Q: 3 clusters Score -581282.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -581429.625000 Penalty: 2963.921631
	Iteration 11Q: 3 clusters Score -581429.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -581576.125000 Penalty: 2963.921631
	Iteration 12Q: 3 clusters Score -581576.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -581697.812500 Penalty: 2963.921631
	Iteration 13Q: 3 clusters Score -581697.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -581775.312500 Penalty: 2963.921631
	Iteration 14Q: 3 clusters Score -581775.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -581832.437500 Penalty: 2963.921631
	Iteration 15Q: 3 clusters Score -581832.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -581888.312500 Penalty: 2963.921631
	Iteration 16Q: 3 clusters Score -581888.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -581918.437500 Penalty: 2963.921631
	Iteration 17Q: 3 clusters Score -581918.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -581933.000000 Penalty: 2963.921631
	Iteration 18Q: 3 clusters Score -581933 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -581948.812500 Penalty: 2963.921631
	Iteration 19Q: 3 clusters Score -581948.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -581961.562500 Penalty: 2963.921631
	Iteration 20F: 3 clusters Score -581961.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -581966.437500 Penalty: 2963.921631
	Iteration 21Q: 3 clusters Score -581966.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -581976.062500 Penalty: 2963.921631
	Iteration 22Q: 3 clusters Score -581976.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -581984.687500 Penalty: 2963.921631
	Iteration 23Q: 3 clusters Score -581984.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -581990.062500 Penalty: 2963.921631
	Iteration 24Q: 3 clusters Score -581990.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -581994.500000 Penalty: 2963.921631
	Iteration 25Q: 3 clusters Score -581994.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -581997.937500 Penalty: 2963.921631
	Iteration 26Q: 3 clusters Score -581997.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -582000.125000 Penalty: 2963.921631
	Iteration 27Q: 3 clusters Score -582000.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -582002.187500 Penalty: 2963.921631
	Iteration 28Q: 3 clusters Score -582002.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -582004.375000 Penalty: 2963.921631
	Iteration 29Q: 3 clusters Score -582004.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -582004.375000 Penalty: 2963.921631
	Iteration 30Q: 3 clusters Score -582004.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -582004.375000 Penalty: 2963.921631
	Iteration 31F: 3 clusters Score -582004.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Entering Unmasked Estep 
Score: -333767.781250 Penalty: 1392.157837
	Iteration 0F: 2 clusters Score -333767.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -329642.093750 Penalty: 2784.315674
	Iteration 0F: 3 clusters Score -329642.1 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -330745.812500 Penalty: 2784.315674
	Iteration 1F: 3 clusters Score -330745.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -330925.437500 Penalty: 2784.315674
	Iteration 2F: 3 clusters Score -330925.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -331032.531250 Penalty: 2784.315674
	Iteration 3F: 3 clusters Score -331032.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -331095.500000 Penalty: 2784.315674
	Iteration 4Q: 3 clusters Score -331095.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -331160.031250 Penalty: 2784.315674
	Iteration 5Q: 3 clusters Score -331160 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -331223.750000 Penalty: 2784.315674
	Iteration 6Q: 3 clusters Score -331223.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -331288.937500 Penalty: 2784.315674
	Iteration 7Q: 3 clusters Score -331288.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -331359.093750 Penalty: 2784.315674
	Iteration 8Q: 3 clusters Score -331359.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -331438.687500 Penalty: 2784.315674
	Iteration 9Q: 3 clusters Score -331438.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -331507.687500 Penalty: 2784.315674
	Iteration 10Q: 3 clusters Score -331507.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -331571.000000 Penalty: 2784.315674
	Iteration 11Q: 3 clusters Score -331571 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -331621.312500 Penalty: 2784.315674
	Iteration 12Q: 3 clusters Score -331621.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -331670.718750 Penalty: 2784.315674
	Iteration 13Q: 3 clusters Score -331670.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -331709.562500 Penalty: 2784.315674
	Iteration 14Q: 3 clusters Score -331709.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -331758.937500 Penalty: 2784.315674
	Iteration 15Q: 3 clusters Score -331758.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -331815.187500 Penalty: 2784.315674
	Iteration 16Q: 3 clusters Score -331815.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -331894.500000 Penalty: 2784.315674
	Iteration 17Q: 3 clusters Score -331894.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -331977.218750 Penalty: 2784.315674
	Iteration 18Q: 3 clusters Score -331977.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -332052.718750 Penalty: 2784.315674
	Iteration 19Q: 3 clusters Score -332052.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -332122.593750 Penalty: 2784.315674
	Iteration 20F: 3 clusters Score -332122.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -332177.281250 Penalty: 2784.315674
	Iteration 21Q: 3 clusters Score -332177.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -332232.656250 Penalty: 2784.315674
	Iteration 22Q: 3 clusters Score -332232.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -332283.500000 Penalty: 2784.315674
	Iteration 23Q: 3 clusters Score -332283.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -332319.906250 Penalty: 2784.315674
	Iteration 24Q: 3 clusters Score -332319.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -332355.781250 Penalty: 2784.315674
	Iteration 25Q: 3 clusters Score -332355.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -332390.812500 Penalty: 2784.315674
	Iteration 26Q: 3 clusters Score -332390.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -332409.250000 Penalty: 2784.315674
	Iteration 27Q: 3 clusters Score -332409.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -332424.312500 Penalty: 2784.315674
	Iteration 28Q: 3 clusters Score -332424.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -332433.968750 Penalty: 2784.315674
	Iteration 29Q: 3 clusters Score -332434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -332440.281250 Penalty: 2784.315674
	Iteration 30Q: 3 clusters Score -332440.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -332445.281250 Penalty: 2784.315674
	Iteration 31Q: 3 clusters Score -332445.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -332448.500000 Penalty: 2784.315674
	Iteration 32Q: 3 clusters Score -332448.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -332450.468750 Penalty: 2784.315674
	Iteration 33Q: 3 clusters Score -332450.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -332451.406250 Penalty: 2784.315674
	Iteration 34Q: 3 clusters Score -332451.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -332453.031250 Penalty: 2784.315674
	Iteration 35Q: 3 clusters Score -332453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -332454.093750 Penalty: 2784.315674
	Iteration 36Q: 3 clusters Score -332454.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -332455.281250 Penalty: 2784.315674
	Iteration 37Q: 3 clusters Score -332455.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -332455.968750 Penalty: 2784.315674
	Iteration 38Q: 3 clusters Score -332456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -332458.375000 Penalty: 2784.315674
	Iteration 39Q: 3 clusters Score -332458.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -332459.625000 Penalty: 2784.315674
	Iteration 40F: 3 clusters Score -332459.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -332460.562500 Penalty: 2784.315674
	Iteration 41Q: 3 clusters Score -332460.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -332461.031250 Penalty: 2784.315674
	Iteration 42Q: 3 clusters Score -332461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -332462.156250 Penalty: 2784.315674
	Iteration 43Q: 3 clusters Score -332462.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -332462.656250 Penalty: 2784.315674
	Iteration 44Q: 3 clusters Score -332462.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -332464.500000 Penalty: 2784.315674
	Iteration 45Q: 3 clusters Score -332464.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -332464.843750 Penalty: 2784.315674
	Iteration 46Q: 3 clusters Score -332464.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -332466.375000 Penalty: 2784.315674
	Iteration 47Q: 3 clusters Score -332466.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -332467.562500 Penalty: 2784.315674
	Iteration 48Q: 3 clusters Score -332467.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -332468.531250 Penalty: 2784.315674
	Iteration 49Q: 3 clusters Score -332468.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -332468.218750 Penalty: 2784.315674
	Iteration 50Q: 3 clusters Score -332468.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -332469.281250 Penalty: 2784.315674
	Iteration 51Q: 3 clusters Score -332469.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -332469.281250 Penalty: 2784.315674
	Iteration 52F: 3 clusters Score -332469.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Entering Unmasked Estep 
Score: -696673.250000 Penalty: 1509.592285
	Iteration 0F: 2 clusters Score -696673.2 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 5414 members 
Entering Unmasked Estep 
Score: -689074.187500 Penalty: 3019.184570
	Iteration 0F: 3 clusters Score -689074.2 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -691467.062500 Penalty: 3019.184570
	Iteration 1F: 3 clusters Score -691467.1 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -691712.062500 Penalty: 3019.184570
	Iteration 2F: 3 clusters Score -691712.1 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -691927.750000 Penalty: 3019.184570
	Iteration 3Q: 3 clusters Score -691927.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -692125.062500 Penalty: 3019.184570
	Iteration 4Q: 3 clusters Score -692125.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -692349.187500 Penalty: 3019.184570
	Iteration 5Q: 3 clusters Score -692349.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -692611.187500 Penalty: 3019.184570
	Iteration 6Q: 3 clusters Score -692611.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -692930.812500 Penalty: 3019.184570
	Iteration 7Q: 3 clusters Score -692930.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -693286.875000 Penalty: 3019.184570
	Iteration 8Q: 3 clusters Score -693286.9 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -693703.062500 Penalty: 3019.184570
	Iteration 9F: 3 clusters Score -693703.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -694127.687500 Penalty: 3019.184570
	Iteration 10Q: 3 clusters Score -694127.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -694536.375000 Penalty: 3019.184570
	Iteration 11Q: 3 clusters Score -694536.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -694848.750000 Penalty: 3019.184570
	Iteration 12Q: 3 clusters Score -694848.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -695045.375000 Penalty: 3019.184570
	Iteration 13Q: 3 clusters Score -695045.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -695127.437500 Penalty: 3019.184570
	Iteration 14Q: 3 clusters Score -695127.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -695157.000000 Penalty: 3019.184570
	Iteration 15Q: 3 clusters Score -695157 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -695178.937500 Penalty: 3019.184570
	Iteration 16Q: 3 clusters Score -695178.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -695193.750000 Penalty: 3019.184570
	Iteration 17Q: 3 clusters Score -695193.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -695210.625000 Penalty: 3019.184570
	Iteration 18Q: 3 clusters Score -695210.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -695224.375000 Penalty: 3019.184570
	Iteration 19Q: 3 clusters Score -695224.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -695235.687500 Penalty: 3019.184570
	Iteration 20F: 3 clusters Score -695235.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -695243.250000 Penalty: 3019.184570
	Iteration 21Q: 3 clusters Score -695243.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -695247.750000 Penalty: 3019.184570
	Iteration 22Q: 3 clusters Score -695247.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -695247.812500 Penalty: 3019.184570
	Iteration 23Q: 3 clusters Score -695247.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -695247.687500 Penalty: 3019.184570
	Iteration 24Q: 3 clusters Score -695247.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -695250.375000 Penalty: 3019.184570
	Iteration 25Q: 3 clusters Score -695250.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -695249.750000 Penalty: 3019.184570
	Iteration 26Q: 3 clusters Score -695249.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -695250.250000 Penalty: 3019.184570
	Iteration 27Q: 3 clusters Score -695250.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -695250.437500 Penalty: 3019.184570
	Iteration 28Q: 3 clusters Score -695250.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -695250.875000 Penalty: 3019.184570
	Iteration 29Q: 3 clusters Score -695250.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -695251.875000 Penalty: 3019.184570
	Iteration 30Q: 3 clusters Score -695251.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -695251.875000 Penalty: 3019.184570
	Iteration 31F: 3 clusters Score -695251.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Entering Unmasked Estep 
Score: -311694.375000 Penalty: 1402.778687
	Iteration 0F: 2 clusters Score -311694.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -307323.468750 Penalty: 2805.557373
	Iteration 0F: 3 clusters Score -307323.5 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -308641.437500 Penalty: 2805.557373
	Iteration 1F: 3 clusters Score -308641.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -308865.656250 Penalty: 2805.557373
	Iteration 2F: 3 clusters Score -308865.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -309025.156250 Penalty: 2805.557373
	Iteration 3F: 3 clusters Score -309025.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -309181.312500 Penalty: 2805.557373
	Iteration 4Q: 3 clusters Score -309181.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -309349.375000 Penalty: 2805.557373
	Iteration 5Q: 3 clusters Score -309349.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -309513.625000 Penalty: 2805.557373
	Iteration 6Q: 3 clusters Score -309513.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -309663.593750 Penalty: 2805.557373
	Iteration 7Q: 3 clusters Score -309663.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -309798.781250 Penalty: 2805.557373
	Iteration 8Q: 3 clusters Score -309798.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -309938.500000 Penalty: 2805.557373
	Iteration 9Q: 3 clusters Score -309938.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -310071.937500 Penalty: 2805.557373
	Iteration 10Q: 3 clusters Score -310071.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -310207.093750 Penalty: 2805.557373
	Iteration 11Q: 3 clusters Score -310207.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -310317.406250 Penalty: 2805.557373
	Iteration 12Q: 3 clusters Score -310317.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -310412.906250 Penalty: 2805.557373
	Iteration 13Q: 3 clusters Score -310412.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -310507.156250 Penalty: 2805.557373
	Iteration 14Q: 3 clusters Score -310507.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -310549.468750 Penalty: 2805.557373
	Iteration 15Q: 3 clusters Score -310549.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -310576.218750 Penalty: 2805.557373
	Iteration 16Q: 3 clusters Score -310576.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -310601.781250 Penalty: 2805.557373
	Iteration 17Q: 3 clusters Score -310601.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -310616.843750 Penalty: 2805.557373
	Iteration 18Q: 3 clusters Score -310616.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -310624.937500 Penalty: 2805.557373
	Iteration 19Q: 3 clusters Score -310624.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -310629.062500 Penalty: 2805.557373
	Iteration 20F: 3 clusters Score -310629.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -310632.593750 Penalty: 2805.557373
	Iteration 21Q: 3 clusters Score -310632.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -310633.781250 Penalty: 2805.557373
	Iteration 22Q: 3 clusters Score -310633.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -310634.781250 Penalty: 2805.557373
	Iteration 23Q: 3 clusters Score -310634.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -310635.187500 Penalty: 2805.557373
	Iteration 24Q: 3 clusters Score -310635.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -310635.781250 Penalty: 2805.557373
	Iteration 25Q: 3 clusters Score -310635.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -310636.937500 Penalty: 2805.557373
	Iteration 26Q: 3 clusters Score -310636.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -310637.781250 Penalty: 2805.557373
	Iteration 27Q: 3 clusters Score -310637.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -310637.156250 Penalty: 2805.557373
	Iteration 28Q: 3 clusters Score -310637.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -310637.625000 Penalty: 2805.557373
	Iteration 29Q: 3 clusters Score -310637.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -310637.625000 Penalty: 2805.557373
	Iteration 30F: 3 clusters Score -310637.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Entering Unmasked Estep 
Score: -427994.437500 Penalty: 1435.981689
	Iteration 0F: 2 clusters Score -427994.4 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 3441 members 
Entering Unmasked Estep 
Score: -422865.531250 Penalty: 2871.963379
	Iteration 0F: 3 clusters Score -422865.5 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -424431.750000 Penalty: 2871.963379
	Iteration 1F: 3 clusters Score -424431.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -424690.093750 Penalty: 2871.963379
	Iteration 2F: 3 clusters Score -424690.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -424893.875000 Penalty: 2871.963379
	Iteration 3F: 3 clusters Score -424893.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -425059.750000 Penalty: 2871.963379
	Iteration 4Q: 3 clusters Score -425059.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -425194.312500 Penalty: 2871.963379
	Iteration 5Q: 3 clusters Score -425194.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -425326.656250 Penalty: 2871.963379
	Iteration 6Q: 3 clusters Score -425326.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -425436.656250 Penalty: 2871.963379
	Iteration 7Q: 3 clusters Score -425436.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -425536.218750 Penalty: 2871.963379
	Iteration 8Q: 3 clusters Score -425536.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -425640.875000 Penalty: 2871.963379
	Iteration 9Q: 3 clusters Score -425640.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -425729.406250 Penalty: 2871.963379
	Iteration 10Q: 3 clusters Score -425729.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -425813.468750 Penalty: 2871.963379
	Iteration 11Q: 3 clusters Score -425813.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -425881.281250 Penalty: 2871.963379
	Iteration 12Q: 3 clusters Score -425881.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -425937.562500 Penalty: 2871.963379
	Iteration 13Q: 3 clusters Score -425937.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -426001.187500 Penalty: 2871.963379
	Iteration 14Q: 3 clusters Score -426001.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -426061.031250 Penalty: 2871.963379
	Iteration 15Q: 3 clusters Score -426061 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -426119.281250 Penalty: 2871.963379
	Iteration 16Q: 3 clusters Score -426119.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -426163.531250 Penalty: 2871.963379
	Iteration 17Q: 3 clusters Score -426163.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -426200.562500 Penalty: 2871.963379
	Iteration 18Q: 3 clusters Score -426200.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -426238.937500 Penalty: 2871.963379
	Iteration 19Q: 3 clusters Score -426238.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -426277.093750 Penalty: 2871.963379
	Iteration 20F: 3 clusters Score -426277.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -426307.562500 Penalty: 2871.963379
	Iteration 21Q: 3 clusters Score -426307.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -426343.000000 Penalty: 2871.963379
	Iteration 22Q: 3 clusters Score -426343 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -426377.406250 Penalty: 2871.963379
	Iteration 23Q: 3 clusters Score -426377.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -426408.843750 Penalty: 2871.963379
	Iteration 24Q: 3 clusters Score -426408.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -426434.281250 Penalty: 2871.963379
	Iteration 25Q: 3 clusters Score -426434.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -426457.875000 Penalty: 2871.963379
	Iteration 26Q: 3 clusters Score -426457.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -426479.000000 Penalty: 2871.963379
	Iteration 27Q: 3 clusters Score -426479 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -426499.000000 Penalty: 2871.963379
	Iteration 28Q: 3 clusters Score -426499 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -426520.250000 Penalty: 2871.963379
	Iteration 29Q: 3 clusters Score -426520.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -426534.468750 Penalty: 2871.963379
	Iteration 30Q: 3 clusters Score -426534.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -426542.218750 Penalty: 2871.963379
	Iteration 31Q: 3 clusters Score -426542.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -426551.031250 Penalty: 2871.963379
	Iteration 32Q: 3 clusters Score -426551 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -426560.437500 Penalty: 2871.963379
	Iteration 33Q: 3 clusters Score -426560.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -426567.031250 Penalty: 2871.963379
	Iteration 34Q: 3 clusters Score -426567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -426575.343750 Penalty: 2871.963379
	Iteration 35Q: 3 clusters Score -426575.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -426585.687500 Penalty: 2871.963379
	Iteration 36Q: 3 clusters Score -426585.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -426594.156250 Penalty: 2871.963379
	Iteration 37Q: 3 clusters Score -426594.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -426599.937500 Penalty: 2871.963379
	Iteration 38Q: 3 clusters Score -426599.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -426603.562500 Penalty: 2871.963379
	Iteration 39Q: 3 clusters Score -426603.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -426606.625000 Penalty: 2871.963379
	Iteration 40F: 3 clusters Score -426606.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -426615.062500 Penalty: 2871.963379
	Iteration 41Q: 3 clusters Score -426615.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -426619.781250 Penalty: 2871.963379
	Iteration 42Q: 3 clusters Score -426619.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -426625.000000 Penalty: 2871.963379
	Iteration 43Q: 3 clusters Score -426625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -426626.843750 Penalty: 2871.963379
	Iteration 44Q: 3 clusters Score -426626.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -426628.656250 Penalty: 2871.963379
	Iteration 45Q: 3 clusters Score -426628.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -426630.062500 Penalty: 2871.963379
	Iteration 46Q: 3 clusters Score -426630.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -426632.812500 Penalty: 2871.963379
	Iteration 47Q: 3 clusters Score -426632.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -426634.375000 Penalty: 2871.963379
	Iteration 48Q: 3 clusters Score -426634.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -426637.312500 Penalty: 2871.963379
	Iteration 49Q: 3 clusters Score -426637.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -426640.375000 Penalty: 2871.963379
	Iteration 50Q: 3 clusters Score -426640.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -426644.562500 Penalty: 2871.963379
	Iteration 51Q: 3 clusters Score -426644.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -426651.093750 Penalty: 2871.963379
	Iteration 52Q: 3 clusters Score -426651.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -426655.062500 Penalty: 2871.963379
	Iteration 53Q: 3 clusters Score -426655.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -426659.750000 Penalty: 2871.963379
	Iteration 54Q: 3 clusters Score -426659.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -426665.375000 Penalty: 2871.963379
	Iteration 55Q: 3 clusters Score -426665.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -426667.593750 Penalty: 2871.963379
	Iteration 56Q: 3 clusters Score -426667.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -426672.937500 Penalty: 2871.963379
	Iteration 57Q: 3 clusters Score -426672.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -426677.718750 Penalty: 2871.963379
	Iteration 58Q: 3 clusters Score -426677.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -426683.531250 Penalty: 2871.963379
	Iteration 59Q: 3 clusters Score -426683.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -426687.812500 Penalty: 2871.963379
	Iteration 60F: 3 clusters Score -426687.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -426690.093750 Penalty: 2871.963379
	Iteration 61Q: 3 clusters Score -426690.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -426693.625000 Penalty: 2871.963379
	Iteration 62Q: 3 clusters Score -426693.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -426696.343750 Penalty: 2871.963379
	Iteration 63Q: 3 clusters Score -426696.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -426698.093750 Penalty: 2871.963379
	Iteration 64Q: 3 clusters Score -426698.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -426701.406250 Penalty: 2871.963379
	Iteration 65Q: 3 clusters Score -426701.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -426705.156250 Penalty: 2871.963379
	Iteration 66Q: 3 clusters Score -426705.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -426707.875000 Penalty: 2871.963379
	Iteration 67Q: 3 clusters Score -426707.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -426709.500000 Penalty: 2871.963379
	Iteration 68Q: 3 clusters Score -426709.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -426713.906250 Penalty: 2871.963379
	Iteration 69Q: 3 clusters Score -426713.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -426716.281250 Penalty: 2871.963379
	Iteration 70Q: 3 clusters Score -426716.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -426719.687500 Penalty: 2871.963379
	Iteration 71Q: 3 clusters Score -426719.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -426721.531250 Penalty: 2871.963379
	Iteration 72Q: 3 clusters Score -426721.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -426723.750000 Penalty: 2871.963379
	Iteration 73Q: 3 clusters Score -426723.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -426722.843750 Penalty: 2871.963379
	Iteration 74Q: 3 clusters Score -426722.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -426723.500000 Penalty: 2871.963379
	Iteration 75Q: 3 clusters Score -426723.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -426723.500000 Penalty: 2871.963379
	Iteration 76F: 3 clusters Score -426723.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Entering Unmasked Estep 
Score: -472160.687500 Penalty: 1440.107666
	Iteration 0F: 2 clusters Score -472160.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -466913.656250 Penalty: 2880.215332
	Iteration 0F: 3 clusters Score -466913.7 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -468452.562500 Penalty: 2880.215332
	Iteration 1F: 3 clusters Score -468452.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -468627.156250 Penalty: 2880.215332
	Iteration 2F: 3 clusters Score -468627.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -468742.656250 Penalty: 2880.215332
	Iteration 3Q: 3 clusters Score -468742.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -468860.250000 Penalty: 2880.215332
	Iteration 4Q: 3 clusters Score -468860.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -468981.687500 Penalty: 2880.215332
	Iteration 5Q: 3 clusters Score -468981.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -469105.687500 Penalty: 2880.215332
	Iteration 6Q: 3 clusters Score -469105.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -469240.218750 Penalty: 2880.215332
	Iteration 7Q: 3 clusters Score -469240.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -469397.187500 Penalty: 2880.215332
	Iteration 8Q: 3 clusters Score -469397.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -469572.250000 Penalty: 2880.215332
	Iteration 9Q: 3 clusters Score -469572.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -469760.468750 Penalty: 2880.215332
	Iteration 10Q: 3 clusters Score -469760.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -469963.406250 Penalty: 2880.215332
	Iteration 11Q: 3 clusters Score -469963.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -470187.843750 Penalty: 2880.215332
	Iteration 12Q: 3 clusters Score -470187.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -470405.968750 Penalty: 2880.215332
	Iteration 13Q: 3 clusters Score -470406 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -470592.781250 Penalty: 2880.215332
	Iteration 14Q: 3 clusters Score -470592.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -470737.875000 Penalty: 2880.215332
	Iteration 15Q: 3 clusters Score -470737.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -470827.000000 Penalty: 2880.215332
	Iteration 16Q: 3 clusters Score -470827 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -470894.625000 Penalty: 2880.215332
	Iteration 17Q: 3 clusters Score -470894.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -470943.375000 Penalty: 2880.215332
	Iteration 18Q: 3 clusters Score -470943.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -470965.468750 Penalty: 2880.215332
	Iteration 19Q: 3 clusters Score -470965.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -470983.968750 Penalty: 2880.215332
	Iteration 20F: 3 clusters Score -470984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -470997.812500 Penalty: 2880.215332
	Iteration 21Q: 3 clusters Score -470997.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -471010.937500 Penalty: 2880.215332
	Iteration 22Q: 3 clusters Score -471010.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -471020.031250 Penalty: 2880.215332
	Iteration 23Q: 3 clusters Score -471020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -471027.125000 Penalty: 2880.215332
	Iteration 24Q: 3 clusters Score -471027.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -471033.687500 Penalty: 2880.215332
	Iteration 25Q: 3 clusters Score -471033.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -471037.218750 Penalty: 2880.215332
	Iteration 26Q: 3 clusters Score -471037.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -471041.375000 Penalty: 2880.215332
	Iteration 27Q: 3 clusters Score -471041.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -471045.562500 Penalty: 2880.215332
	Iteration 28Q: 3 clusters Score -471045.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -471051.468750 Penalty: 2880.215332
	Iteration 29Q: 3 clusters Score -471051.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -471057.093750 Penalty: 2880.215332
	Iteration 30Q: 3 clusters Score -471057.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -471062.343750 Penalty: 2880.215332
	Iteration 31Q: 3 clusters Score -471062.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -471064.937500 Penalty: 2880.215332
	Iteration 32Q: 3 clusters Score -471064.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -471065.250000 Penalty: 2880.215332
	Iteration 33Q: 3 clusters Score -471065.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -471065.906250 Penalty: 2880.215332
	Iteration 34Q: 3 clusters Score -471065.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -471066.593750 Penalty: 2880.215332
	Iteration 35Q: 3 clusters Score -471066.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -471066.593750 Penalty: 2880.215332
	Iteration 36F: 3 clusters Score -471066.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -101503.906250 Penalty: 1210.826782
	Iteration 0F: 2 clusters Score -101503.9 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 832 members 
Entering Unmasked Estep 
Score: -99602.539062 Penalty: 2421.653564
	Iteration 0F: 3 clusters Score -99602.54 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -100058.757812 Penalty: 2421.653564
	Iteration 1F: 3 clusters Score -100058.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -100163.500000 Penalty: 2421.653564
	Iteration 2F: 3 clusters Score -100163.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -100208.773438 Penalty: 2421.653564
	Iteration 3Q: 3 clusters Score -100208.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -100245.203125 Penalty: 2421.653564
	Iteration 4Q: 3 clusters Score -100245.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -100273.515625 Penalty: 2421.653564
	Iteration 5Q: 3 clusters Score -100273.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -100294.234375 Penalty: 2421.653564
	Iteration 6Q: 3 clusters Score -100294.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -100303.812500 Penalty: 2421.653564
	Iteration 7Q: 3 clusters Score -100303.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -100308.898438 Penalty: 2421.653564
	Iteration 8Q: 3 clusters Score -100308.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -100314.164062 Penalty: 2421.653564
	Iteration 9Q: 3 clusters Score -100314.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -100321.562500 Penalty: 2421.653564
	Iteration 10Q: 3 clusters Score -100321.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -100324.929688 Penalty: 2421.653564
	Iteration 11Q: 3 clusters Score -100324.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -100326.703125 Penalty: 2421.653564
	Iteration 12Q: 3 clusters Score -100326.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -100326.703125 Penalty: 2421.653564
	Iteration 13F: 3 clusters Score -100326.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Entering Unmasked Estep 
Score: -665245.250000 Penalty: 1497.150879
	Iteration 0F: 2 clusters Score -665245.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -658083.875000 Penalty: 2994.301758
	Iteration 0F: 3 clusters Score -658083.9 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -660489.125000 Penalty: 2994.301758
	Iteration 1F: 3 clusters Score -660489.1 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -660734.937500 Penalty: 2994.301758
	Iteration 2F: 3 clusters Score -660734.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -660918.125000 Penalty: 2994.301758
	Iteration 3Q: 3 clusters Score -660918.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -661048.187500 Penalty: 2994.301758
	Iteration 4Q: 3 clusters Score -661048.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -661179.062500 Penalty: 2994.301758
	Iteration 5Q: 3 clusters Score -661179.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -661301.125000 Penalty: 2994.301758
	Iteration 6Q: 3 clusters Score -661301.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -661431.250000 Penalty: 2994.301758
	Iteration 7Q: 3 clusters Score -661431.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -661576.437500 Penalty: 2994.301758
	Iteration 8Q: 3 clusters Score -661576.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -661750.500000 Penalty: 2994.301758
	Iteration 9Q: 3 clusters Score -661750.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -661982.625000 Penalty: 2994.301758
	Iteration 10Q: 3 clusters Score -661982.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -662222.937500 Penalty: 2994.301758
	Iteration 11Q: 3 clusters Score -662222.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -662491.750000 Penalty: 2994.301758
	Iteration 12Q: 3 clusters Score -662491.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -662764.000000 Penalty: 2994.301758
	Iteration 13Q: 3 clusters Score -662764 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -663008.312500 Penalty: 2994.301758
	Iteration 14Q: 3 clusters Score -663008.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -663186.062500 Penalty: 2994.301758
	Iteration 15Q: 3 clusters Score -663186.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -663301.375000 Penalty: 2994.301758
	Iteration 16Q: 3 clusters Score -663301.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -663381.625000 Penalty: 2994.301758
	Iteration 17Q: 3 clusters Score -663381.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -663442.375000 Penalty: 2994.301758
	Iteration 18Q: 3 clusters Score -663442.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -663491.437500 Penalty: 2994.301758
	Iteration 19Q: 3 clusters Score -663491.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -663533.187500 Penalty: 2994.301758
	Iteration 20F: 3 clusters Score -663533.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -663558.062500 Penalty: 2994.301758
	Iteration 21Q: 3 clusters Score -663558.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -663572.250000 Penalty: 2994.301758
	Iteration 22Q: 3 clusters Score -663572.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -663580.875000 Penalty: 2994.301758
	Iteration 23Q: 3 clusters Score -663580.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -663589.625000 Penalty: 2994.301758
	Iteration 24Q: 3 clusters Score -663589.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -663597.625000 Penalty: 2994.301758
	Iteration 25Q: 3 clusters Score -663597.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -663606.500000 Penalty: 2994.301758
	Iteration 26Q: 3 clusters Score -663606.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -663613.687500 Penalty: 2994.301758
	Iteration 27Q: 3 clusters Score -663613.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -663622.500000 Penalty: 2994.301758
	Iteration 28Q: 3 clusters Score -663622.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -663630.687500 Penalty: 2994.301758
	Iteration 29Q: 3 clusters Score -663630.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -663636.937500 Penalty: 2994.301758
	Iteration 30Q: 3 clusters Score -663636.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -663641.750000 Penalty: 2994.301758
	Iteration 31Q: 3 clusters Score -663641.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -663648.687500 Penalty: 2994.301758
	Iteration 32Q: 3 clusters Score -663648.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -663659.250000 Penalty: 2994.301758
	Iteration 33Q: 3 clusters Score -663659.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -663666.562500 Penalty: 2994.301758
	Iteration 34Q: 3 clusters Score -663666.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -663673.687500 Penalty: 2994.301758
	Iteration 35Q: 3 clusters Score -663673.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -663681.062500 Penalty: 2994.301758
	Iteration 36Q: 3 clusters Score -663681.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -663686.312500 Penalty: 2994.301758
	Iteration 37Q: 3 clusters Score -663686.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -663689.375000 Penalty: 2994.301758
	Iteration 38Q: 3 clusters Score -663689.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -663692.937500 Penalty: 2994.301758
	Iteration 39Q: 3 clusters Score -663692.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -663696.875000 Penalty: 2994.301758
	Iteration 40F: 3 clusters Score -663696.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -663698.250000 Penalty: 2994.301758
	Iteration 41Q: 3 clusters Score -663698.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -663702.500000 Penalty: 2994.301758
	Iteration 42Q: 3 clusters Score -663702.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -663708.187500 Penalty: 2994.301758
	Iteration 43Q: 3 clusters Score -663708.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -663711.687500 Penalty: 2994.301758
	Iteration 44Q: 3 clusters Score -663711.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -663713.750000 Penalty: 2994.301758
	Iteration 45Q: 3 clusters Score -663713.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -663716.250000 Penalty: 2994.301758
	Iteration 46Q: 3 clusters Score -663716.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -663720.375000 Penalty: 2994.301758
	Iteration 47Q: 3 clusters Score -663720.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -663722.687500 Penalty: 2994.301758
	Iteration 48Q: 3 clusters Score -663722.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -663723.875000 Penalty: 2994.301758
	Iteration 49Q: 3 clusters Score -663723.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -663728.375000 Penalty: 2994.301758
	Iteration 50Q: 3 clusters Score -663728.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -663733.250000 Penalty: 2994.301758
	Iteration 51Q: 3 clusters Score -663733.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -663734.875000 Penalty: 2994.301758
	Iteration 52Q: 3 clusters Score -663734.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -663741.562500 Penalty: 2994.301758
	Iteration 53Q: 3 clusters Score -663741.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -663746.000000 Penalty: 2994.301758
	Iteration 54Q: 3 clusters Score -663746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -663749.500000 Penalty: 2994.301758
	Iteration 55Q: 3 clusters Score -663749.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -663751.625000 Penalty: 2994.301758
	Iteration 56Q: 3 clusters Score -663751.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -663757.062500 Penalty: 2994.301758
	Iteration 57Q: 3 clusters Score -663757.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -663763.125000 Penalty: 2994.301758
	Iteration 58Q: 3 clusters Score -663763.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -663765.687500 Penalty: 2994.301758
	Iteration 59Q: 3 clusters Score -663765.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -663766.250000 Penalty: 2994.301758
	Iteration 60F: 3 clusters Score -663766.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -663770.000000 Penalty: 2994.301758
	Iteration 61Q: 3 clusters Score -663770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -663771.062500 Penalty: 2994.301758
	Iteration 62Q: 3 clusters Score -663771.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -663773.687500 Penalty: 2994.301758
	Iteration 63Q: 3 clusters Score -663773.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -663775.625000 Penalty: 2994.301758
	Iteration 64Q: 3 clusters Score -663775.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -663779.937500 Penalty: 2994.301758
	Iteration 65Q: 3 clusters Score -663779.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -663782.500000 Penalty: 2994.301758
	Iteration 66Q: 3 clusters Score -663782.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -663783.937500 Penalty: 2994.301758
	Iteration 67Q: 3 clusters Score -663783.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -663786.437500 Penalty: 2994.301758
	Iteration 68Q: 3 clusters Score -663786.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -663788.187500 Penalty: 2994.301758
	Iteration 69Q: 3 clusters Score -663788.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -663792.500000 Penalty: 2994.301758
	Iteration 70Q: 3 clusters Score -663792.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -663794.875000 Penalty: 2994.301758
	Iteration 71Q: 3 clusters Score -663794.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -663800.437500 Penalty: 2994.301758
	Iteration 72Q: 3 clusters Score -663800.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -663803.187500 Penalty: 2994.301758
	Iteration 73Q: 3 clusters Score -663803.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -663806.562500 Penalty: 2994.301758
	Iteration 74Q: 3 clusters Score -663806.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -663810.187500 Penalty: 2994.301758
	Iteration 75Q: 3 clusters Score -663810.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -663812.062500 Penalty: 2994.301758
	Iteration 76Q: 3 clusters Score -663812.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -663816.250000 Penalty: 2994.301758
	Iteration 77Q: 3 clusters Score -663816.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -663818.437500 Penalty: 2994.301758
	Iteration 78Q: 3 clusters Score -663818.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -663822.937500 Penalty: 2994.301758
	Iteration 79Q: 3 clusters Score -663822.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -663822.437500 Penalty: 2994.301758
	Iteration 80F: 3 clusters Score -663822.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -663824.000000 Penalty: 2994.301758
	Iteration 81Q: 3 clusters Score -663824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -663826.812500 Penalty: 2994.301758
	Iteration 82Q: 3 clusters Score -663826.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -663829.000000 Penalty: 2994.301758
	Iteration 83Q: 3 clusters Score -663829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -663830.562500 Penalty: 2994.301758
	Iteration 84Q: 3 clusters Score -663830.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -663830.812500 Penalty: 2994.301758
	Iteration 85Q: 3 clusters Score -663830.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -663831.000000 Penalty: 2994.301758
	Iteration 86Q: 3 clusters Score -663831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -663832.687500 Penalty: 2994.301758
	Iteration 87Q: 3 clusters Score -663832.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -663832.937500 Penalty: 2994.301758
	Iteration 88Q: 3 clusters Score -663832.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -663832.937500 Penalty: 2994.301758
	Iteration 89F: 3 clusters Score -663832.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76365 members 
Mstep: Class 2 contains 1949 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 481781 members 
Mstep: Class 5 contains 6273 members 
Mstep: Class 6 contains 4192 members 
Mstep: Class 7 contains 11079 members 
Mstep: Class 8 contains 1664 members 
Mstep: Class 9 contains 2799 members 
Mstep: Class 10 contains 30242 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 9134 members 
Mstep: Class 13 contains 5256 members 
Mstep: Class 14 contains 10827 members 
Mstep: Class 15 contains 5611 members 
Mstep: Class 16 contains 6883 members 
Mstep: Class 17 contains 7060 members 
Mstep: Class 18 contains 1722 members 
Mstep: Class 20 contains 10029 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 20 clusters Score -4.219766e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76367 members 
Mstep: Class 2 contains 1954 members 
Mstep: Class 3 contains 1384 members 
Mstep: Class 4 contains 481739 members 
Mstep: Class 5 contains 6266 members 
Mstep: Class 6 contains 4197 members 
Mstep: Class 7 contains 11071 members 
Mstep: Class 8 contains 1669 members 
Mstep: Class 9 contains 2795 members 
Mstep: Class 10 contains 30241 members 
Mstep: Class 11 contains 6099 members 
Mstep: Class 12 contains 9133 members 
Mstep: Class 13 contains 5260 members 
Mstep: Class 14 contains 10828 members 
Mstep: Class 15 contains 5609 members 
Mstep: Class 16 contains 6896 members 
Mstep: Class 17 contains 7063 members 
Mstep: Class 18 contains 1722 members 
Mstep: Class 20 contains 10054 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 20 clusters Score -4.219765e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76366 members 
Mstep: Class 2 contains 1955 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 481689 members 
Mstep: Class 5 contains 6262 members 
Mstep: Class 6 contains 4206 members 
Mstep: Class 7 contains 11063 members 
Mstep: Class 8 contains 1675 members 
Mstep: Class 9 contains 2790 members 
Mstep: Class 10 contains 30237 members 
Mstep: Class 11 contains 6096 members 
Mstep: Class 12 contains 9132 members 
Mstep: Class 13 contains 5263 members 
Mstep: Class 14 contains 10828 members 
Mstep: Class 15 contains 5612 members 
Mstep: Class 16 contains 6909 members 
Mstep: Class 17 contains 7067 members 
Mstep: Class 18 contains 1722 members 
Mstep: Class 20 contains 10088 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 20 clusters Score -4.219766e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76367 members 
Mstep: Class 2 contains 1957 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 481637 members 
Mstep: Class 5 contains 6259 members 
Mstep: Class 6 contains 4211 members 
Mstep: Class 7 contains 11060 members 
Mstep: Class 8 contains 1680 members 
Mstep: Class 9 contains 2787 members 
Mstep: Class 10 contains 30238 members 
Mstep: Class 11 contains 6094 members 
Mstep: Class 12 contains 9131 members 
Mstep: Class 13 contains 5267 members 
Mstep: Class 14 contains 10824 members 
Mstep: Class 15 contains 5607 members 
Mstep: Class 16 contains 6921 members 
Mstep: Class 17 contains 7068 members 
Mstep: Class 18 contains 1722 members 
Mstep: Class 20 contains 10128 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 20 clusters Score -4.219766e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76368 members 
Mstep: Class 2 contains 1964 members 
Mstep: Class 3 contains 1391 members 
Mstep: Class 4 contains 481580 members 
Mstep: Class 5 contains 6258 members 
Mstep: Class 6 contains 4216 members 
Mstep: Class 7 contains 11055 members 
Mstep: Class 8 contains 1688 members 
Mstep: Class 9 contains 2789 members 
Mstep: Class 10 contains 30236 members 
Mstep: Class 11 contains 6094 members 
Mstep: Class 12 contains 9131 members 
Mstep: Class 13 contains 5268 members 
Mstep: Class 14 contains 10820 members 
Mstep: Class 15 contains 5605 members 
Mstep: Class 16 contains 6937 members 
Mstep: Class 17 contains 7069 members 
Mstep: Class 18 contains 1722 members 
Mstep: Class 20 contains 10156 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 123Q: 20 clusters Score -4.219767e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76367 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 1396 members 
Mstep: Class 4 contains 481522 members 
Mstep: Class 5 contains 6257 members 
Mstep: Class 6 contains 4220 members 
Mstep: Class 7 contains 11046 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 30235 members 
Mstep: Class 11 contains 6094 members 
Mstep: Class 12 contains 9131 members 
Mstep: Class 13 contains 5273 members 
Mstep: Class 14 contains 10821 members 
Mstep: Class 15 contains 5603 members 
Mstep: Class 16 contains 6964 members 
Mstep: Class 17 contains 7072 members 
Mstep: Class 18 contains 1722 members 
Mstep: Class 20 contains 10181 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 124Q: 20 clusters Score -4.21977e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76366 members 
Mstep: Class 2 contains 1964 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 481451 members 
Mstep: Class 5 contains 6254 members 
Mstep: Class 6 contains 4226 members 
Mstep: Class 7 contains 11040 members 
Mstep: Class 8 contains 1700 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 30234 members 
Mstep: Class 11 contains 6094 members 
Mstep: Class 12 contains 9130 members 
Mstep: Class 13 contains 5277 members 
Mstep: Class 14 contains 10824 members 
Mstep: Class 15 contains 5603 members 
Mstep: Class 16 contains 6990 members 
Mstep: Class 17 contains 7074 members 
Mstep: Class 18 contains 1722 members 
Mstep: Class 20 contains 10214 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 125Q: 20 clusters Score -4.219769e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76368 members 
Mstep: Class 2 contains 1964 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 481385 members 
Mstep: Class 5 contains 6251 members 
Mstep: Class 6 contains 4233 members 
Mstep: Class 7 contains 11042 members 
Mstep: Class 8 contains 1707 members 
Mstep: Class 9 contains 2782 members 
Mstep: Class 10 contains 30233 members 
Mstep: Class 11 contains 6094 members 
Mstep: Class 12 contains 9129 members 
Mstep: Class 13 contains 5280 members 
Mstep: Class 14 contains 10820 members 
Mstep: Class 15 contains 5601 members 
Mstep: Class 16 contains 7019 members 
Mstep: Class 17 contains 7078 members 
Mstep: Class 18 contains 1722 members 
Mstep: Class 20 contains 10240 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 126Q: 20 clusters Score -4.219768e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76370 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 1401 members 
Mstep: Class 4 contains 481321 members 
Mstep: Class 5 contains 6250 members 
Mstep: Class 6 contains 4241 members 
Mstep: Class 7 contains 11038 members 
Mstep: Class 8 contains 1717 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30233 members 
Mstep: Class 11 contains 6094 members 
Mstep: Class 12 contains 9129 members 
Mstep: Class 13 contains 5281 members 
Mstep: Class 14 contains 10818 members 
Mstep: Class 15 contains 5599 members 
Mstep: Class 16 contains 7043 members 
Mstep: Class 17 contains 7080 members 
Mstep: Class 18 contains 1723 members 
Mstep: Class 20 contains 10265 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 127Q: 20 clusters Score -4.219771e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76369 members 
Mstep: Class 2 contains 1961 members 
Mstep: Class 3 contains 1403 members 
Mstep: Class 4 contains 481266 members 
Mstep: Class 5 contains 6245 members 
Mstep: Class 6 contains 4247 members 
Mstep: Class 7 contains 11035 members 
Mstep: Class 8 contains 1718 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30232 members 
Mstep: Class 11 contains 6094 members 
Mstep: Class 12 contains 9128 members 
Mstep: Class 13 contains 5282 members 
Mstep: Class 14 contains 10819 members 
Mstep: Class 15 contains 5597 members 
Mstep: Class 16 contains 7069 members 
Mstep: Class 17 contains 7083 members 
Mstep: Class 18 contains 1722 members 
Mstep: Class 20 contains 10296 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 128Q: 20 clusters Score -4.219766e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76366 members 
Mstep: Class 2 contains 1961 members 
Mstep: Class 3 contains 1406 members 
Mstep: Class 4 contains 481211 members 
Mstep: Class 5 contains 6245 members 
Mstep: Class 6 contains 4256 members 
Mstep: Class 7 contains 11032 members 
Mstep: Class 8 contains 1720 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30232 members 
Mstep: Class 11 contains 6093 members 
Mstep: Class 12 contains 9129 members 
Mstep: Class 13 contains 5283 members 
Mstep: Class 14 contains 10820 members 
Mstep: Class 15 contains 5598 members 
Mstep: Class 16 contains 7095 members 
Mstep: Class 17 contains 7088 members 
Mstep: Class 18 contains 1722 members 
Mstep: Class 20 contains 10309 members 
Entering Unmasked Estep 
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Iteration 129Q: 20 clusters Score -4.219766e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76361 members 
Mstep: Class 2 contains 1961 members 
Mstep: Class 3 contains 1406 members 
Mstep: Class 4 contains 481171 members 
Mstep: Class 5 contains 6241 members 
Mstep: Class 6 contains 4261 members 
Mstep: Class 7 contains 11030 members 
Mstep: Class 8 contains 1727 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30233 members 
Mstep: Class 11 contains 6092 members 
Mstep: Class 12 contains 9128 members 
Mstep: Class 13 contains 5286 members 
Mstep: Class 14 contains 10820 members 
Mstep: Class 15 contains 5600 members 
Mstep: Class 16 contains 7126 members 
Mstep: Class 17 contains 7090 members 
Mstep: Class 18 contains 1722 members 
Mstep: Class 20 contains 10311 members 
Entering Unmasked Estep 
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Iteration 130Q: 20 clusters Score -4.219758e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76360 members 
Mstep: Class 2 contains 1960 members 
Mstep: Class 3 contains 1406 members 
Mstep: Class 4 contains 481145 members 
Mstep: Class 5 contains 6235 members 
Mstep: Class 6 contains 4267 members 
Mstep: Class 7 contains 11027 members 
Mstep: Class 8 contains 1737 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30233 members 
Mstep: Class 11 contains 6093 members 
Mstep: Class 12 contains 9128 members 
Mstep: Class 13 contains 5289 members 
Mstep: Class 14 contains 10818 members 
Mstep: Class 15 contains 5601 members 
Mstep: Class 16 contains 7155 members 
Mstep: Class 17 contains 7091 members 
Mstep: Class 18 contains 1722 members 
Mstep: Class 20 contains 10299 members 
Entering Unmasked Estep 
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Iteration 131Q: 20 clusters Score -4.219762e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76362 members 
Mstep: Class 2 contains 1961 members 
Mstep: Class 3 contains 1406 members 
Mstep: Class 4 contains 481109 members 
Mstep: Class 5 contains 6230 members 
Mstep: Class 6 contains 4270 members 
Mstep: Class 7 contains 11022 members 
Mstep: Class 8 contains 1747 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30230 members 
Mstep: Class 11 contains 6095 members 
Mstep: Class 12 contains 9130 members 
Mstep: Class 13 contains 5298 members 
Mstep: Class 14 contains 10818 members 
Mstep: Class 15 contains 5602 members 
Mstep: Class 16 contains 7170 members 
Mstep: Class 17 contains 7092 members 
Mstep: Class 18 contains 1722 members 
Mstep: Class 20 contains 10302 members 
Entering Unmasked Estep 
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Iteration 132Q: 20 clusters Score -4.219766e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76362 members 
Mstep: Class 2 contains 1964 members 
Mstep: Class 3 contains 1406 members 
Mstep: Class 4 contains 481082 members 
Mstep: Class 5 contains 6229 members 
Mstep: Class 6 contains 4274 members 
Mstep: Class 7 contains 11021 members 
Mstep: Class 8 contains 1751 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30225 members 
Mstep: Class 11 contains 6094 members 
Mstep: Class 12 contains 9135 members 
Mstep: Class 13 contains 5299 members 
Mstep: Class 14 contains 10815 members 
Mstep: Class 15 contains 5604 members 
Mstep: Class 16 contains 7189 members 
Mstep: Class 17 contains 7093 members 
Mstep: Class 18 contains 1722 members 
Mstep: Class 20 contains 10301 members 
Entering Unmasked Estep 
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Iteration 133Q: 20 clusters Score -4.219768e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76361 members 
Mstep: Class 2 contains 1968 members 
Mstep: Class 3 contains 1405 members 
Mstep: Class 4 contains 481050 members 
Mstep: Class 5 contains 6229 members 
Mstep: Class 6 contains 4277 members 
Mstep: Class 7 contains 11019 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30222 members 
Mstep: Class 11 contains 6092 members 
Mstep: Class 12 contains 9135 members 
Mstep: Class 13 contains 5301 members 
Mstep: Class 14 contains 10814 members 
Mstep: Class 15 contains 5605 members 
Mstep: Class 16 contains 7201 members 
Mstep: Class 17 contains 7095 members 
Mstep: Class 18 contains 1722 members 
Mstep: Class 20 contains 10316 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 134Q: 20 clusters Score -4.219766e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76360 members 
Mstep: Class 2 contains 1970 members 
Mstep: Class 3 contains 1405 members 
Mstep: Class 4 contains 481021 members 
Mstep: Class 5 contains 6229 members 
Mstep: Class 6 contains 4279 members 
Mstep: Class 7 contains 11015 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30221 members 
Mstep: Class 11 contains 6092 members 
Mstep: Class 12 contains 9136 members 
Mstep: Class 13 contains 5303 members 
Mstep: Class 14 contains 10813 members 
Mstep: Class 15 contains 5606 members 
Mstep: Class 16 contains 7219 members 
Mstep: Class 17 contains 7099 members 
Mstep: Class 18 contains 1721 members 
Mstep: Class 20 contains 10322 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 135Q: 20 clusters Score -4.219765e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76361 members 
Mstep: Class 2 contains 1972 members 
Mstep: Class 3 contains 1405 members 
Mstep: Class 4 contains 481000 members 
Mstep: Class 5 contains 6226 members 
Mstep: Class 6 contains 4282 members 
Mstep: Class 7 contains 11014 members 
Mstep: Class 8 contains 1762 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30220 members 
Mstep: Class 11 contains 6093 members 
Mstep: Class 12 contains 9136 members 
Mstep: Class 13 contains 5303 members 
Mstep: Class 14 contains 10808 members 
Mstep: Class 15 contains 5607 members 
Mstep: Class 16 contains 7232 members 
Mstep: Class 17 contains 7106 members 
Mstep: Class 18 contains 1720 members 
Mstep: Class 20 contains 10319 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 20 clusters Score -4.219763e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76360 members 
Mstep: Class 2 contains 1973 members 
Mstep: Class 3 contains 1405 members 
Mstep: Class 4 contains 480989 members 
Mstep: Class 5 contains 6225 members 
Mstep: Class 6 contains 4284 members 
Mstep: Class 7 contains 11011 members 
Mstep: Class 8 contains 1768 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30220 members 
Mstep: Class 11 contains 6093 members 
Mstep: Class 12 contains 9137 members 
Mstep: Class 13 contains 5304 members 
Mstep: Class 14 contains 10804 members 
Mstep: Class 15 contains 5610 members 
Mstep: Class 16 contains 7240 members 
Mstep: Class 17 contains 7108 members 
Mstep: Class 18 contains 1720 members 
Mstep: Class 20 contains 10315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197672.000000 Penalty: 41466.250000
Iteration 137Q: 20 clusters Score -4.219767e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76363 members 
Mstep: Class 2 contains 1971 members 
Mstep: Class 3 contains 1405 members 
Mstep: Class 4 contains 480985 members 
Mstep: Class 5 contains 6225 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 11007 members 
Mstep: Class 8 contains 1774 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30220 members 
Mstep: Class 11 contains 6094 members 
Mstep: Class 12 contains 9137 members 
Mstep: Class 13 contains 5305 members 
Mstep: Class 14 contains 10799 members 
Mstep: Class 15 contains 5610 members 
Mstep: Class 16 contains 7250 members 
Mstep: Class 17 contains 7107 members 
Mstep: Class 18 contains 1720 members 
Mstep: Class 20 contains 10308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197660.000000 Penalty: 41466.250000
Iteration 138Q: 20 clusters Score -4.219766e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76365 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 1406 members 
Mstep: Class 4 contains 480983 members 
Mstep: Class 5 contains 6225 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 11003 members 
Mstep: Class 8 contains 1779 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30220 members 
Mstep: Class 11 contains 6095 members 
Mstep: Class 12 contains 9137 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 10797 members 
Mstep: Class 15 contains 5611 members 
Mstep: Class 16 contains 7257 members 
Mstep: Class 17 contains 7107 members 
Mstep: Class 18 contains 1720 members 
Mstep: Class 20 contains 10300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197668.000000 Penalty: 41466.250000
Iteration 139Q: 20 clusters Score -4.219767e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76366 members 
Mstep: Class 2 contains 1967 members 
Mstep: Class 3 contains 1408 members 
Mstep: Class 4 contains 480981 members 
Mstep: Class 5 contains 6224 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 10997 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30221 members 
Mstep: Class 11 contains 6095 members 
Mstep: Class 12 contains 9138 members 
Mstep: Class 13 contains 5307 members 
Mstep: Class 14 contains 10798 members 
Mstep: Class 15 contains 5611 members 
Mstep: Class 16 contains 7261 members 
Mstep: Class 17 contains 7107 members 
Mstep: Class 18 contains 1720 members 
Mstep: Class 20 contains 10292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197716.000000 Penalty: 41466.250000
Iteration 140F: 20 clusters Score -4.219772e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76367 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 1414 members 
Mstep: Class 4 contains 480970 members 
Mstep: Class 5 contains 6225 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 10989 members 
Mstep: Class 8 contains 1795 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30222 members 
Mstep: Class 11 contains 6096 members 
Mstep: Class 12 contains 9138 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 10800 members 
Mstep: Class 15 contains 5609 members 
Mstep: Class 16 contains 7265 members 
Mstep: Class 17 contains 7107 members 
Mstep: Class 18 contains 1721 members 
Mstep: Class 20 contains 10291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197712.000000 Penalty: 41466.250000
Iteration 141Q: 20 clusters Score -4.219771e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76366 members 
Mstep: Class 2 contains 1959 members 
Mstep: Class 3 contains 1414 members 
Mstep: Class 4 contains 480953 members 
Mstep: Class 5 contains 6226 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 10989 members 
Mstep: Class 8 contains 1805 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30222 members 
Mstep: Class 11 contains 6098 members 
Mstep: Class 12 contains 9138 members 
Mstep: Class 13 contains 5307 members 
Mstep: Class 14 contains 10798 members 
Mstep: Class 15 contains 5608 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 7107 members 
Mstep: Class 18 contains 1721 members 
Mstep: Class 20 contains 10299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197748.000000 Penalty: 41466.250000
Iteration 142Q: 20 clusters Score -4.219775e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76366 members 
Mstep: Class 2 contains 1958 members 
Mstep: Class 3 contains 1415 members 
Mstep: Class 4 contains 480931 members 
Mstep: Class 5 contains 6226 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 10984 members 
Mstep: Class 8 contains 1814 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30224 members 
Mstep: Class 11 contains 6100 members 
Mstep: Class 12 contains 9138 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 10794 members 
Mstep: Class 15 contains 5605 members 
Mstep: Class 16 contains 7280 members 
Mstep: Class 17 contains 7107 members 
Mstep: Class 18 contains 1721 members 
Mstep: Class 20 contains 10309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197776.000000 Penalty: 41466.250000
Iteration 143Q: 20 clusters Score -4.219778e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76364 members 
Mstep: Class 2 contains 1957 members 
Mstep: Class 3 contains 1416 members 
Mstep: Class 4 contains 480917 members 
Mstep: Class 5 contains 6222 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 10977 members 
Mstep: Class 8 contains 1823 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30224 members 
Mstep: Class 11 contains 6099 members 
Mstep: Class 12 contains 9138 members 
Mstep: Class 13 contains 5309 members 
Mstep: Class 14 contains 10795 members 
Mstep: Class 15 contains 5606 members 
Mstep: Class 16 contains 7290 members 
Mstep: Class 17 contains 7107 members 
Mstep: Class 18 contains 1721 members 
Mstep: Class 20 contains 10315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197764.000000 Penalty: 41466.250000
Iteration 144Q: 20 clusters Score -4.219776e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76361 members 
Mstep: Class 2 contains 1957 members 
Mstep: Class 3 contains 1416 members 
Mstep: Class 4 contains 480910 members 
Mstep: Class 5 contains 6220 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 10976 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30224 members 
Mstep: Class 11 contains 6093 members 
Mstep: Class 12 contains 9138 members 
Mstep: Class 13 contains 5309 members 
Mstep: Class 14 contains 10796 members 
Mstep: Class 15 contains 5606 members 
Mstep: Class 16 contains 7293 members 
Mstep: Class 17 contains 7107 members 
Mstep: Class 18 contains 1721 members 
Mstep: Class 20 contains 10321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197776.000000 Penalty: 41466.250000
Iteration 145Q: 20 clusters Score -4.219778e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76361 members 
Mstep: Class 2 contains 1956 members 
Mstep: Class 3 contains 1416 members 
Mstep: Class 4 contains 480897 members 
Mstep: Class 5 contains 6217 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 10975 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30224 members 
Mstep: Class 11 contains 6092 members 
Mstep: Class 12 contains 9138 members 
Mstep: Class 13 contains 5309 members 
Mstep: Class 14 contains 10794 members 
Mstep: Class 15 contains 5607 members 
Mstep: Class 16 contains 7298 members 
Mstep: Class 17 contains 7107 members 
Mstep: Class 18 contains 1721 members 
Mstep: Class 20 contains 10329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197768.000000 Penalty: 41466.250000
Iteration 146Q: 20 clusters Score -4.219777e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76362 members 
Mstep: Class 2 contains 1955 members 
Mstep: Class 3 contains 1416 members 
Mstep: Class 4 contains 480876 members 
Mstep: Class 5 contains 6216 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 10973 members 
Mstep: Class 8 contains 1844 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30224 members 
Mstep: Class 11 contains 6092 members 
Mstep: Class 12 contains 9138 members 
Mstep: Class 13 contains 5309 members 
Mstep: Class 14 contains 10794 members 
Mstep: Class 15 contains 5605 members 
Mstep: Class 16 contains 7307 members 
Mstep: Class 17 contains 7107 members 
Mstep: Class 18 contains 1721 members 
Mstep: Class 20 contains 10341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197744.000000 Penalty: 41466.250000
Iteration 147Q: 20 clusters Score -4.219774e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76362 members 
Mstep: Class 2 contains 1955 members 
Mstep: Class 3 contains 1416 members 
Mstep: Class 4 contains 480863 members 
Mstep: Class 5 contains 6214 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 10971 members 
Mstep: Class 8 contains 1849 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30225 members 
Mstep: Class 11 contains 6092 members 
Mstep: Class 12 contains 9138 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 10794 members 
Mstep: Class 15 contains 5604 members 
Mstep: Class 16 contains 7313 members 
Mstep: Class 17 contains 7107 members 
Mstep: Class 18 contains 1721 members 
Mstep: Class 20 contains 10348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197768.000000 Penalty: 41466.250000
Iteration 148Q: 20 clusters Score -4.219777e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76362 members 
Mstep: Class 2 contains 1955 members 
Mstep: Class 3 contains 1416 members 
Mstep: Class 4 contains 480854 members 
Mstep: Class 5 contains 6212 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 10970 members 
Mstep: Class 8 contains 1850 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30225 members 
Mstep: Class 11 contains 6092 members 
Mstep: Class 12 contains 9138 members 
Mstep: Class 13 contains 5307 members 
Mstep: Class 14 contains 10795 members 
Mstep: Class 15 contains 5604 members 
Mstep: Class 16 contains 7316 members 
Mstep: Class 17 contains 7107 members 
Mstep: Class 18 contains 1721 members 
Mstep: Class 20 contains 10356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197756.000000 Penalty: 41466.250000
Iteration 149Q: 20 clusters Score -4.219776e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76364 members 
Mstep: Class 2 contains 1955 members 
Mstep: Class 3 contains 1416 members 
Mstep: Class 4 contains 480847 members 
Mstep: Class 5 contains 6211 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 10969 members 
Mstep: Class 8 contains 1851 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30225 members 
Mstep: Class 11 contains 6092 members 
Mstep: Class 12 contains 9138 members 
Mstep: Class 13 contains 5307 members 
Mstep: Class 14 contains 10796 members 
Mstep: Class 15 contains 5604 members 
Mstep: Class 16 contains 7319 members 
Mstep: Class 17 contains 7107 members 
Mstep: Class 18 contains 1721 members 
Mstep: Class 20 contains 10358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197728.000000 Penalty: 41466.250000
Iteration 150Q: 20 clusters Score -4.219773e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76365 members 
Mstep: Class 2 contains 1955 members 
Mstep: Class 3 contains 1417 members 
Mstep: Class 4 contains 480840 members 
Mstep: Class 5 contains 6210 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 10967 members 
Mstep: Class 8 contains 1852 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30225 members 
Mstep: Class 11 contains 6092 members 
Mstep: Class 12 contains 9138 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 10798 members 
Mstep: Class 15 contains 5604 members 
Mstep: Class 16 contains 7319 members 
Mstep: Class 17 contains 7107 members 
Mstep: Class 18 contains 1721 members 
Mstep: Class 20 contains 10364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197728.000000 Penalty: 41466.250000
Iteration 151Q: 20 clusters Score -4.219773e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76366 members 
Mstep: Class 2 contains 1955 members 
Mstep: Class 3 contains 1417 members 
Mstep: Class 4 contains 480833 members 
Mstep: Class 5 contains 6208 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 10966 members 
Mstep: Class 8 contains 1853 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30225 members 
Mstep: Class 11 contains 6092 members 
Mstep: Class 12 contains 9138 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 10802 members 
Mstep: Class 15 contains 5604 members 
Mstep: Class 16 contains 7321 members 
Mstep: Class 17 contains 7107 members 
Mstep: Class 18 contains 1721 members 
Mstep: Class 20 contains 10366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197732.000000 Penalty: 41466.250000
Iteration 152Q: 20 clusters Score -4.219773e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76366 members 
Mstep: Class 2 contains 1955 members 
Mstep: Class 3 contains 1417 members 
Mstep: Class 4 contains 480832 members 
Mstep: Class 5 contains 6208 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 10966 members 
Mstep: Class 8 contains 1852 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30225 members 
Mstep: Class 11 contains 6092 members 
Mstep: Class 12 contains 9138 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 10801 members 
Mstep: Class 15 contains 5604 members 
Mstep: Class 16 contains 7323 members 
Mstep: Class 17 contains 7107 members 
Mstep: Class 18 contains 1721 members 
Mstep: Class 20 contains 10367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197756.000000 Penalty: 41466.250000
Iteration 153Q: 20 clusters Score -4.219776e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76366 members 
Mstep: Class 2 contains 1955 members 
Mstep: Class 3 contains 1417 members 
Mstep: Class 4 contains 480825 members 
Mstep: Class 5 contains 6208 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 10965 members 
Mstep: Class 8 contains 1852 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30225 members 
Mstep: Class 11 contains 6092 members 
Mstep: Class 12 contains 9138 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 10801 members 
Mstep: Class 15 contains 5604 members 
Mstep: Class 16 contains 7328 members 
Mstep: Class 17 contains 7107 members 
Mstep: Class 18 contains 1721 members 
Mstep: Class 20 contains 10370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197752.000000 Penalty: 41466.250000
Iteration 154Q: 20 clusters Score -4.219775e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76366 members 
Mstep: Class 2 contains 1955 members 
Mstep: Class 3 contains 1417 members 
Mstep: Class 4 contains 480814 members 
Mstep: Class 5 contains 6208 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 10965 members 
Mstep: Class 8 contains 1852 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30225 members 
Mstep: Class 11 contains 6092 members 
Mstep: Class 12 contains 9138 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 10800 members 
Mstep: Class 15 contains 5604 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 7107 members 
Mstep: Class 18 contains 1721 members 
Mstep: Class 20 contains 10378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197764.000000 Penalty: 41466.250000
Iteration 155Q: 20 clusters Score -4.219776e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76366 members 
Mstep: Class 2 contains 1955 members 
Mstep: Class 3 contains 1417 members 
Mstep: Class 4 contains 480809 members 
Mstep: Class 5 contains 6208 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 10965 members 
Mstep: Class 8 contains 1851 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30225 members 
Mstep: Class 11 contains 6092 members 
Mstep: Class 12 contains 9138 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 10799 members 
Mstep: Class 15 contains 5604 members 
Mstep: Class 16 contains 7336 members 
Mstep: Class 17 contains 7107 members 
Mstep: Class 18 contains 1721 members 
Mstep: Class 20 contains 10381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197760.000000 Penalty: 41466.250000
Iteration 156Q: 20 clusters Score -4.219776e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76366 members 
Mstep: Class 2 contains 1955 members 
Mstep: Class 3 contains 1417 members 
Mstep: Class 4 contains 480799 members 
Mstep: Class 5 contains 6208 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 10965 members 
Mstep: Class 8 contains 1851 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30225 members 
Mstep: Class 11 contains 6092 members 
Mstep: Class 12 contains 9138 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 10798 members 
Mstep: Class 15 contains 5604 members 
Mstep: Class 16 contains 7338 members 
Mstep: Class 17 contains 7107 members 
Mstep: Class 18 contains 1721 members 
Mstep: Class 20 contains 10390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197756.000000 Penalty: 41466.250000
Iteration 157Q: 20 clusters Score -4.219776e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76367 members 
Mstep: Class 2 contains 1955 members 
Mstep: Class 3 contains 1417 members 
Mstep: Class 4 contains 480790 members 
Mstep: Class 5 contains 6208 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 10965 members 
Mstep: Class 8 contains 1852 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30226 members 
Mstep: Class 11 contains 6092 members 
Mstep: Class 12 contains 9138 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 10798 members 
Mstep: Class 15 contains 5604 members 
Mstep: Class 16 contains 7340 members 
Mstep: Class 17 contains 7107 members 
Mstep: Class 18 contains 1721 members 
Mstep: Class 20 contains 10394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197720.000000 Penalty: 41466.250000
Iteration 158Q: 20 clusters Score -4.219772e+07 nChanged 14
Entering ConstructFrom: 
Score: -42197720.000000 Penalty: 41466.250000
Entering ConstructFrom: 
Trying to split cluster 1 (76367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76367 members 
Entering Unmasked Estep 
Score: -4803011.500000 Penalty: 1827.037231
	Iteration 0F: 2 clusters Score -4803012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38289 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -4752023.500000 Penalty: 3654.074463
	Iteration 0F: 3 clusters Score -4752024 nChanged 36315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -4773041.000000 Penalty: 3654.074463
	Iteration 1F: 3 clusters Score -4773041 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -4774040.500000 Penalty: 3654.074463
	Iteration 2Q: 3 clusters Score -4774040 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -4775365.500000 Penalty: 3654.074463
	Iteration 3Q: 3 clusters Score -4775366 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -4777077.000000 Penalty: 3654.074463
	Iteration 4F: 3 clusters Score -4777077 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -4778971.500000 Penalty: 3654.074463
	Iteration 5F: 3 clusters Score -4778972 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -4780799.000000 Penalty: 3654.074463
	Iteration 6F: 3 clusters Score -4780799 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -4782247.500000 Penalty: 3654.074463
	Iteration 7F: 3 clusters Score -4782248 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -4783266.000000 Penalty: 3654.074463
	Iteration 8Q: 3 clusters Score -4783266 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -4783882.000000 Penalty: 3654.074463
	Iteration 9Q: 3 clusters Score -4783882 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -4784377.500000 Penalty: 3654.074463
	Iteration 10Q: 3 clusters Score -4784378 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 46233 members 
Entering Unmasked Estep 
Score: -4784726.500000 Penalty: 3654.074463
	Iteration 11Q: 3 clusters Score -4784726 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 47402 members 
Entering Unmasked Estep 
Score: -4785068.000000 Penalty: 3654.074463
	Iteration 12Q: 3 clusters Score -4785068 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 48721 members 
Entering Unmasked Estep 
Score: -4785386.000000 Penalty: 3654.074463
	Iteration 13Q: 3 clusters Score -4785386 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 50228 members 
Entering Unmasked Estep 
Score: -4785785.000000 Penalty: 3654.074463
	Iteration 14Q: 3 clusters Score -4785785 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 52041 members 
Entering Unmasked Estep 
Score: -4786342.500000 Penalty: 3654.074463
	Iteration 15Q: 3 clusters Score -4786342 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 54130 members 
Entering Unmasked Estep 
Score: -4787011.000000 Penalty: 3654.074463
	Iteration 16Q: 3 clusters Score -4787011 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 56520 members 
Entering Unmasked Estep 
Score: -4787873.500000 Penalty: 3654.074463
	Iteration 17Q: 3 clusters Score -4787874 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 59218 members 
Entering Unmasked Estep 
Score: -4789047.500000 Penalty: 3654.074463
	Iteration 18Q: 3 clusters Score -4789048 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 62145 members 
Entering Unmasked Estep 
Score: -4790516.000000 Penalty: 3654.074463
	Iteration 19Q: 3 clusters Score -4790516 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 65198 members 
Entering Unmasked Estep 
Score: -4792310.500000 Penalty: 3654.074463
	Iteration 20F: 3 clusters Score -4792310 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 68237 members 
Entering Unmasked Estep 
Score: -4794374.000000 Penalty: 3654.074463
	Iteration 21Q: 3 clusters Score -4794374 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 70958 members 
Entering Unmasked Estep 
Score: -4796458.500000 Penalty: 3654.074463
	Iteration 22Q: 3 clusters Score -4796458 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 73173 members 
Entering Unmasked Estep 
Score: -4798379.500000 Penalty: 3654.074463
	Iteration 23Q: 3 clusters Score -4798380 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 74756 members 
Entering Unmasked Estep 
Score: -4799807.500000 Penalty: 3654.074463
	Iteration 24Q: 3 clusters Score -4799808 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 75655 members 
Entering Unmasked Estep 
Score: -4800671.000000 Penalty: 3654.074463
	Iteration 25Q: 3 clusters Score -4800671 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 76010 members 
Entering Unmasked Estep 
Score: -4801064.000000 Penalty: 3654.074463
	Iteration 26Q: 3 clusters Score -4801064 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 76119 members 
Entering Unmasked Estep 
Score: -4801179.000000 Penalty: 3654.074463
	Iteration 27Q: 3 clusters Score -4801179 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 76161 members 
Entering Unmasked Estep 
Score: -4801241.500000 Penalty: 3654.074463
	Iteration 28Q: 3 clusters Score -4801242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 76184 members 
Entering Unmasked Estep 
Score: -4801272.000000 Penalty: 3654.074463
	Iteration 29Q: 3 clusters Score -4801272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 76187 members 
Entering Unmasked Estep 
Score: -4801286.500000 Penalty: 3654.074463
	Iteration 30Q: 3 clusters Score -4801286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 76190 members 
Entering Unmasked Estep 
Score: -4801298.000000 Penalty: 3654.074463
	Iteration 31Q: 3 clusters Score -4801298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 76196 members 
Entering Unmasked Estep 
Score: -4801312.500000 Penalty: 3654.074463
	Iteration 32Q: 3 clusters Score -4801312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 76199 members 
Entering Unmasked Estep 
Score: -4801324.000000 Penalty: 3654.074463
	Iteration 33Q: 3 clusters Score -4801324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 76201 members 
Entering Unmasked Estep 
Score: -4801328.000000 Penalty: 3654.074463
	Iteration 34Q: 3 clusters Score -4801328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 76202 members 
Entering Unmasked Estep 
Score: -4801329.000000 Penalty: 3654.074463
	Iteration 35Q: 3 clusters Score -4801329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 76202 members 
Entering Unmasked Estep 
Score: -4801329.000000 Penalty: 3654.074463
	Iteration 36F: 3 clusters Score -4801329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Entering Unmasked Estep 
Score: -106757.937500 Penalty: 1231.531738
	Iteration 0F: 2 clusters Score -106757.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -104716.289062 Penalty: 2463.063477
	Iteration 0F: 3 clusters Score -104716.3 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -105196.976562 Penalty: 2463.063477
	Iteration 1F: 3 clusters Score -105197 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -105324.375000 Penalty: 2463.063477
	Iteration 2F: 3 clusters Score -105324.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -105415.531250 Penalty: 2463.063477
	Iteration 3F: 3 clusters Score -105415.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -105475.078125 Penalty: 2463.063477
	Iteration 4Q: 3 clusters Score -105475.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -105519.164062 Penalty: 2463.063477
	Iteration 5Q: 3 clusters Score -105519.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -105548.320312 Penalty: 2463.063477
	Iteration 6Q: 3 clusters Score -105548.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -105575.335938 Penalty: 2463.063477
	Iteration 7Q: 3 clusters Score -105575.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -105594.359375 Penalty: 2463.063477
	Iteration 8Q: 3 clusters Score -105594.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -105608.281250 Penalty: 2463.063477
	Iteration 9Q: 3 clusters Score -105608.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -105616.875000 Penalty: 2463.063477
	Iteration 10Q: 3 clusters Score -105616.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -105624.757812 Penalty: 2463.063477
	Iteration 11Q: 3 clusters Score -105624.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -105634.445312 Penalty: 2463.063477
	Iteration 12Q: 3 clusters Score -105634.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -105647.429688 Penalty: 2463.063477
	Iteration 13Q: 3 clusters Score -105647.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -105657.968750 Penalty: 2463.063477
	Iteration 14Q: 3 clusters Score -105658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -105665.054688 Penalty: 2463.063477
	Iteration 15Q: 3 clusters Score -105665.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -105670.312500 Penalty: 2463.063477
	Iteration 16Q: 3 clusters Score -105670.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -105673.070312 Penalty: 2463.063477
	Iteration 17Q: 3 clusters Score -105673.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -105675.851562 Penalty: 2463.063477
	Iteration 18Q: 3 clusters Score -105675.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -105679.132812 Penalty: 2463.063477
	Iteration 19Q: 3 clusters Score -105679.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -105680.992188 Penalty: 2463.063477
	Iteration 20F: 3 clusters Score -105681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -105684.023438 Penalty: 2463.063477
	Iteration 21Q: 3 clusters Score -105684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -105686.851562 Penalty: 2463.063477
	Iteration 22Q: 3 clusters Score -105686.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -105687.960938 Penalty: 2463.063477
	Iteration 23Q: 3 clusters Score -105688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -105688.679688 Penalty: 2463.063477
	Iteration 24Q: 3 clusters Score -105688.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -105689.218750 Penalty: 2463.063477
	Iteration 25Q: 3 clusters Score -105689.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -105689.218750 Penalty: 2463.063477
	Iteration 26F: 3 clusters Score -105689.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Entering Unmasked Estep 
Score: -78869.054688 Penalty: 1179.148315
	Iteration 0F: 2 clusters Score -78869.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -77144.367188 Penalty: 2358.296631
	Iteration 0F: 3 clusters Score -77144.37 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -77468.070312 Penalty: 2358.296631
	Iteration 1F: 3 clusters Score -77468.07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -77557.781250 Penalty: 2358.296631
	Iteration 2F: 3 clusters Score -77557.78 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -77618.164062 Penalty: 2358.296631
	Iteration 3F: 3 clusters Score -77618.16 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -77650.046875 Penalty: 2358.296631
	Iteration 4Q: 3 clusters Score -77650.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -77669.671875 Penalty: 2358.296631
	Iteration 5Q: 3 clusters Score -77669.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -77688.640625 Penalty: 2358.296631
	Iteration 6Q: 3 clusters Score -77688.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -77705.234375 Penalty: 2358.296631
	Iteration 7Q: 3 clusters Score -77705.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -77710.570312 Penalty: 2358.296631
	Iteration 8Q: 3 clusters Score -77710.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -77717.281250 Penalty: 2358.296631
	Iteration 9Q: 3 clusters Score -77717.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -77722.250000 Penalty: 2358.296631
	Iteration 10Q: 3 clusters Score -77722.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -77734.015625 Penalty: 2358.296631
	Iteration 11Q: 3 clusters Score -77734.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -77739.812500 Penalty: 2358.296631
	Iteration 12Q: 3 clusters Score -77739.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -77748.445312 Penalty: 2358.296631
	Iteration 13Q: 3 clusters Score -77748.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -77756.515625 Penalty: 2358.296631
	Iteration 14Q: 3 clusters Score -77756.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -77773.210938 Penalty: 2358.296631
	Iteration 15Q: 3 clusters Score -77773.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -77788.468750 Penalty: 2358.296631
	Iteration 16Q: 3 clusters Score -77788.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -77794.546875 Penalty: 2358.296631
	Iteration 17Q: 3 clusters Score -77794.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -77798.664062 Penalty: 2358.296631
	Iteration 18Q: 3 clusters Score -77798.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -77799.710938 Penalty: 2358.296631
	Iteration 19Q: 3 clusters Score -77799.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -77801.515625 Penalty: 2358.296631
	Iteration 20F: 3 clusters Score -77801.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -77802.164062 Penalty: 2358.296631
	Iteration 21Q: 3 clusters Score -77802.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -77802.164062 Penalty: 2358.296631
	Iteration 22F: 3 clusters Score -77802.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (480787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480787 members 
Entering Unmasked Estep 
Score: -30458740.000000 Penalty: 2126.016602
	Iteration 0F: 2 clusters Score -3.045874e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240061 members 
Mstep: Class 2 contains 240726 members 
Entering Unmasked Estep 
Score: -30133966.000000 Penalty: 4252.033203
	Iteration 0F: 3 clusters Score -3.013397e+07 nChanged 236073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231316 members 
Mstep: Class 2 contains 249471 members 
Entering Unmasked Estep 
Score: -30276314.000000 Penalty: 4252.033203
	Iteration 1F: 3 clusters Score -3.027631e+07 nChanged 11007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225715 members 
Mstep: Class 2 contains 255072 members 
Entering Unmasked Estep 
Score: -30278520.000000 Penalty: 4252.033203
	Iteration 2Q: 3 clusters Score -3.027852e+07 nChanged 13184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216607 members 
Mstep: Class 2 contains 264180 members 
Entering Unmasked Estep 
Score: -30281910.000000 Penalty: 4252.033203
	Iteration 3Q: 3 clusters Score -3.028191e+07 nChanged 17319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202130 members 
Mstep: Class 2 contains 278657 members 
Entering Unmasked Estep 
Score: -30288480.000000 Penalty: 4252.033203
	Iteration 4Q: 3 clusters Score -3.028848e+07 nChanged 24243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179591 members 
Mstep: Class 2 contains 301196 members 
Entering Unmasked Estep 
Score: -30300966.000000 Penalty: 4252.033203
	Iteration 5F: 3 clusters Score -3.030097e+07 nChanged 33820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146661 members 
Mstep: Class 2 contains 334126 members 
Entering Unmasked Estep 
Score: -30324060.000000 Penalty: 4252.033203
	Iteration 6F: 3 clusters Score -3.032406e+07 nChanged 41567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105410 members 
Mstep: Class 2 contains 375377 members 
Entering Unmasked Estep 
Score: -30360488.000000 Penalty: 4252.033203
	Iteration 7F: 3 clusters Score -3.036049e+07 nChanged 40707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64807 members 
Mstep: Class 2 contains 415980 members 
Entering Unmasked Estep 
Score: -30399716.000000 Penalty: 4252.033203
	Iteration 8F: 3 clusters Score -3.039972e+07 nChanged 29455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 445383 members 
Entering Unmasked Estep 
Score: -30427972.000000 Penalty: 4252.033203
	Iteration 9F: 3 clusters Score -3.042797e+07 nChanged 16619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 461982 members 
Entering Unmasked Estep 
Score: -30442956.000000 Penalty: 4252.033203
	Iteration 10Q: 3 clusters Score -3.044296e+07 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 470628 members 
Entering Unmasked Estep 
Score: -30450066.000000 Penalty: 4252.033203
	Iteration 11Q: 3 clusters Score -3.045007e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 475039 members 
Entering Unmasked Estep 
Score: -30453578.000000 Penalty: 4252.033203
	Iteration 12Q: 3 clusters Score -3.045358e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 477284 members 
Entering Unmasked Estep 
Score: -30455268.000000 Penalty: 4252.033203
	Iteration 13Q: 3 clusters Score -3.045527e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 478475 members 
Entering Unmasked Estep 
Score: -30456024.000000 Penalty: 4252.033203
	Iteration 14Q: 3 clusters Score -3.045602e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 479090 members 
Entering Unmasked Estep 
Score: -30456472.000000 Penalty: 4252.033203
	Iteration 15Q: 3 clusters Score -3.045647e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 479426 members 
Entering Unmasked Estep 
Score: -30456772.000000 Penalty: 4252.033203
	Iteration 16Q: 3 clusters Score -3.045677e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 479634 members 
Entering Unmasked Estep 
Score: -30456824.000000 Penalty: 4252.033203
	Iteration 17Q: 3 clusters Score -3.045682e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 479771 members 
Entering Unmasked Estep 
Score: -30456926.000000 Penalty: 4252.033203
	Iteration 18Q: 3 clusters Score -3.045693e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 479871 members 
Entering Unmasked Estep 
Score: -30457052.000000 Penalty: 4252.033203
	Iteration 19Q: 3 clusters Score -3.045705e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 479942 members 
Entering Unmasked Estep 
Score: -30457070.000000 Penalty: 4252.033203
	Iteration 20F: 3 clusters Score -3.045707e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 479982 members 
Entering Unmasked Estep 
Score: -30457114.000000 Penalty: 4252.033203
	Iteration 21Q: 3 clusters Score -3.045711e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 480010 members 
Entering Unmasked Estep 
Score: -30457172.000000 Penalty: 4252.033203
	Iteration 22Q: 3 clusters Score -3.045717e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 480023 members 
Entering Unmasked Estep 
Score: -30457160.000000 Penalty: 4252.033203
	Iteration 23Q: 3 clusters Score -3.045716e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 480031 members 
Entering Unmasked Estep 
Score: -30457178.000000 Penalty: 4252.033203
	Iteration 24Q: 3 clusters Score -3.045718e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 480038 members 
Entering Unmasked Estep 
Score: -30457186.000000 Penalty: 4252.033203
	Iteration 25Q: 3 clusters Score -3.045719e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 480046 members 
Entering Unmasked Estep 
Score: -30457220.000000 Penalty: 4252.033203
	Iteration 26Q: 3 clusters Score -3.045722e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 480046 members 
Entering Unmasked Estep 
Score: -30457216.000000 Penalty: 4252.033203
	Iteration 27Q: 3 clusters Score -3.045722e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 480047 members 
Entering Unmasked Estep 
Score: -30457220.000000 Penalty: 4252.033203
	Iteration 28Q: 3 clusters Score -3.045722e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 480053 members 
Entering Unmasked Estep 
Score: -30457192.000000 Penalty: 4252.033203
	Iteration 29Q: 3 clusters Score -3.045719e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 480053 members 
Entering Unmasked Estep 
Score: -30457208.000000 Penalty: 4252.033203
	Iteration 30Q: 3 clusters Score -3.045721e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 480059 members 
Entering Unmasked Estep 
Score: -30457222.000000 Penalty: 4252.033203
	Iteration 31Q: 3 clusters Score -3.045722e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 480060 members 
Entering Unmasked Estep 
Score: -30457224.000000 Penalty: 4252.033203
	Iteration 32Q: 3 clusters Score -3.045722e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 480062 members 
Entering Unmasked Estep 
Score: -30457226.000000 Penalty: 4252.033203
	Iteration 33Q: 3 clusters Score -3.045723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 480063 members 
Entering Unmasked Estep 
Score: -30457210.000000 Penalty: 4252.033203
	Iteration 34Q: 3 clusters Score -3.045721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 480064 members 
Entering Unmasked Estep 
Score: -30457202.000000 Penalty: 4252.033203
	Iteration 35Q: 3 clusters Score -3.04572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 480063 members 
Entering Unmasked Estep 
Score: -30457212.000000 Penalty: 4252.033203
	Iteration 36Q: 3 clusters Score -3.045721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 480061 members 
Entering Unmasked Estep 
Score: -30457214.000000 Penalty: 4252.033203
	Iteration 37Q: 3 clusters Score -3.045721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 480060 members 
Entering Unmasked Estep 
Score: -30457220.000000 Penalty: 4252.033203
	Iteration 38Q: 3 clusters Score -3.045722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 480059 members 
Entering Unmasked Estep 
Score: -30457216.000000 Penalty: 4252.033203
	Iteration 39Q: 3 clusters Score -3.045722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 480056 members 
Entering Unmasked Estep 
Score: -30457216.000000 Penalty: 4252.033203
	Iteration 40F: 3 clusters Score -3.045722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 480057 members 
Entering Unmasked Estep 
Score: -30457206.000000 Penalty: 4252.033203
	Iteration 41Q: 3 clusters Score -3.045721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 480056 members 
Entering Unmasked Estep 
Score: -30457202.000000 Penalty: 4252.033203
	Iteration 42Q: 3 clusters Score -3.04572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 480056 members 
Entering Unmasked Estep 
Score: -30457240.000000 Penalty: 4252.033203
	Iteration 43Q: 3 clusters Score -3.045724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 480055 members 
Entering Unmasked Estep 
Score: -30457222.000000 Penalty: 4252.033203
	Iteration 44Q: 3 clusters Score -3.045722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 480056 members 
Entering Unmasked Estep 
Score: -30457224.000000 Penalty: 4252.033203
	Iteration 45Q: 3 clusters Score -3.045722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 480057 members 
Entering Unmasked Estep 
Score: -30457232.000000 Penalty: 4252.033203
	Iteration 46Q: 3 clusters Score -3.045723e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 480059 members 
Entering Unmasked Estep 
Score: -30457238.000000 Penalty: 4252.033203
	Iteration 47Q: 3 clusters Score -3.045724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 480061 members 
Entering Unmasked Estep 
Score: -30457232.000000 Penalty: 4252.033203
	Iteration 48Q: 3 clusters Score -3.045723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 480061 members 
Entering Unmasked Estep 
Score: -30457226.000000 Penalty: 4252.033203
	Iteration 49Q: 3 clusters Score -3.045723e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 480060 members 
Entering Unmasked Estep 
Score: -30457222.000000 Penalty: 4252.033203
	Iteration 50Q: 3 clusters Score -3.045722e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 480060 members 
Entering Unmasked Estep 
Score: -30457222.000000 Penalty: 4252.033203
	Iteration 51F: 3 clusters Score -3.045722e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Entering Unmasked Estep 
Score: -383654.875000 Penalty: 1419.208984
	Iteration 0F: 2 clusters Score -383654.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -378910.093750 Penalty: 2838.417969
	Iteration 0F: 3 clusters Score -378910.1 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -380253.875000 Penalty: 2838.417969
	Iteration 1F: 3 clusters Score -380253.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -380459.875000 Penalty: 2838.417969
	Iteration 2F: 3 clusters Score -380459.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -380593.656250 Penalty: 2838.417969
	Iteration 3F: 3 clusters Score -380593.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -380691.656250 Penalty: 2838.417969
	Iteration 4Q: 3 clusters Score -380691.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -380780.187500 Penalty: 2838.417969
	Iteration 5Q: 3 clusters Score -380780.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -380850.312500 Penalty: 2838.417969
	Iteration 6Q: 3 clusters Score -380850.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -380909.593750 Penalty: 2838.417969
	Iteration 7Q: 3 clusters Score -380909.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -380963.812500 Penalty: 2838.417969
	Iteration 8Q: 3 clusters Score -380963.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -381023.343750 Penalty: 2838.417969
	Iteration 9Q: 3 clusters Score -381023.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -381098.406250 Penalty: 2838.417969
	Iteration 10Q: 3 clusters Score -381098.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -381175.656250 Penalty: 2838.417969
	Iteration 11Q: 3 clusters Score -381175.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -381243.156250 Penalty: 2838.417969
	Iteration 12Q: 3 clusters Score -381243.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -381317.187500 Penalty: 2838.417969
	Iteration 13Q: 3 clusters Score -381317.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -381386.375000 Penalty: 2838.417969
	Iteration 14Q: 3 clusters Score -381386.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -381459.281250 Penalty: 2838.417969
	Iteration 15Q: 3 clusters Score -381459.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -381539.312500 Penalty: 2838.417969
	Iteration 16Q: 3 clusters Score -381539.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -381622.906250 Penalty: 2838.417969
	Iteration 17Q: 3 clusters Score -381622.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -381698.937500 Penalty: 2838.417969
	Iteration 18Q: 3 clusters Score -381698.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -381766.218750 Penalty: 2838.417969
	Iteration 19Q: 3 clusters Score -381766.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -381815.156250 Penalty: 2838.417969
	Iteration 20F: 3 clusters Score -381815.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -381850.343750 Penalty: 2838.417969
	Iteration 21Q: 3 clusters Score -381850.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -381868.281250 Penalty: 2838.417969
	Iteration 22Q: 3 clusters Score -381868.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -381879.250000 Penalty: 2838.417969
	Iteration 23Q: 3 clusters Score -381879.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -381889.875000 Penalty: 2838.417969
	Iteration 24Q: 3 clusters Score -381889.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -381903.812500 Penalty: 2838.417969
	Iteration 25Q: 3 clusters Score -381903.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -381912.218750 Penalty: 2838.417969
	Iteration 26Q: 3 clusters Score -381912.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -381923.281250 Penalty: 2838.417969
	Iteration 27Q: 3 clusters Score -381923.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -381939.625000 Penalty: 2838.417969
	Iteration 28Q: 3 clusters Score -381939.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -381956.500000 Penalty: 2838.417969
	Iteration 29Q: 3 clusters Score -381956.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -381972.718750 Penalty: 2838.417969
	Iteration 30Q: 3 clusters Score -381972.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -381985.625000 Penalty: 2838.417969
	Iteration 31Q: 3 clusters Score -381985.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -381997.187500 Penalty: 2838.417969
	Iteration 32Q: 3 clusters Score -381997.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -382008.875000 Penalty: 2838.417969
	Iteration 33Q: 3 clusters Score -382008.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -382020.718750 Penalty: 2838.417969
	Iteration 34Q: 3 clusters Score -382020.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -382028.156250 Penalty: 2838.417969
	Iteration 35Q: 3 clusters Score -382028.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -382032.187500 Penalty: 2838.417969
	Iteration 36Q: 3 clusters Score -382032.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -382039.000000 Penalty: 2838.417969
	Iteration 37Q: 3 clusters Score -382039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -382043.781250 Penalty: 2838.417969
	Iteration 38Q: 3 clusters Score -382043.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -382048.156250 Penalty: 2838.417969
	Iteration 39Q: 3 clusters Score -382048.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -382051.875000 Penalty: 2838.417969
	Iteration 40F: 3 clusters Score -382051.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -382054.750000 Penalty: 2838.417969
	Iteration 41Q: 3 clusters Score -382054.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -382059.281250 Penalty: 2838.417969
	Iteration 42Q: 3 clusters Score -382059.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -382061.531250 Penalty: 2838.417969
	Iteration 43Q: 3 clusters Score -382061.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -382062.250000 Penalty: 2838.417969
	Iteration 44Q: 3 clusters Score -382062.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -382064.843750 Penalty: 2838.417969
	Iteration 45Q: 3 clusters Score -382064.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -382066.218750 Penalty: 2838.417969
	Iteration 46Q: 3 clusters Score -382066.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -382067.218750 Penalty: 2838.417969
	Iteration 47Q: 3 clusters Score -382067.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -382069.562500 Penalty: 2838.417969
	Iteration 48Q: 3 clusters Score -382069.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -382072.250000 Penalty: 2838.417969
	Iteration 49Q: 3 clusters Score -382072.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -382075.218750 Penalty: 2838.417969
	Iteration 50Q: 3 clusters Score -382075.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -382078.531250 Penalty: 2838.417969
	Iteration 51Q: 3 clusters Score -382078.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -382083.843750 Penalty: 2838.417969
	Iteration 52Q: 3 clusters Score -382083.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -382085.718750 Penalty: 2838.417969
	Iteration 53Q: 3 clusters Score -382085.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -382086.843750 Penalty: 2838.417969
	Iteration 54Q: 3 clusters Score -382086.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -382088.843750 Penalty: 2838.417969
	Iteration 55Q: 3 clusters Score -382088.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -382092.687500 Penalty: 2838.417969
	Iteration 56Q: 3 clusters Score -382092.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -382094.187500 Penalty: 2838.417969
	Iteration 57Q: 3 clusters Score -382094.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -382095.781250 Penalty: 2838.417969
	Iteration 58Q: 3 clusters Score -382095.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -382096.343750 Penalty: 2838.417969
	Iteration 59Q: 3 clusters Score -382096.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -382097.031250 Penalty: 2838.417969
	Iteration 60F: 3 clusters Score -382097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -382097.406250 Penalty: 2838.417969
	Iteration 61Q: 3 clusters Score -382097.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -382097.968750 Penalty: 2838.417969
	Iteration 62Q: 3 clusters Score -382098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -382096.812500 Penalty: 2838.417969
	Iteration 63Q: 3 clusters Score -382096.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -382098.625000 Penalty: 2838.417969
	Iteration 64Q: 3 clusters Score -382098.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -382098.781250 Penalty: 2838.417969
	Iteration 65Q: 3 clusters Score -382098.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -382099.312500 Penalty: 2838.417969
	Iteration 66Q: 3 clusters Score -382099.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -382099.312500 Penalty: 2838.417969
	Iteration 67F: 3 clusters Score -382099.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -281189.343750 Penalty: 1359.005249
	Iteration 0F: 2 clusters Score -281189.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -277692.531250 Penalty: 2718.010498
	Iteration 0F: 3 clusters Score -277692.5 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -278657.250000 Penalty: 2718.010498
	Iteration 1F: 3 clusters Score -278657.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -278869.093750 Penalty: 2718.010498
	Iteration 2F: 3 clusters Score -278869.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -279055.437500 Penalty: 2718.010498
	Iteration 3F: 3 clusters Score -279055.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -279200.281250 Penalty: 2718.010498
	Iteration 4F: 3 clusters Score -279200.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -279317.531250 Penalty: 2718.010498
	Iteration 5Q: 3 clusters Score -279317.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -279444.093750 Penalty: 2718.010498
	Iteration 6Q: 3 clusters Score -279444.1 nChanged 160
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: -279555.312500 Penalty: 2718.010498
	Iteration 7Q: 3 clusters Score -279555.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -279674.625000 Penalty: 2718.010498
	Iteration 8Q: 3 clusters Score -279674.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -279779.250000 Penalty: 2718.010498
	Iteration 9Q: 3 clusters Score -279779.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -279860.593750 Penalty: 2718.010498
	Iteration 10Q: 3 clusters Score -279860.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -279915.500000 Penalty: 2718.010498
	Iteration 11Q: 3 clusters Score -279915.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -279956.406250 Penalty: 2718.010498
	Iteration 12Q: 3 clusters Score -279956.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -279991.406250 Penalty: 2718.010498
	Iteration 13Q: 3 clusters Score -279991.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -280013.906250 Penalty: 2718.010498
	Iteration 14Q: 3 clusters Score -280013.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -280030.343750 Penalty: 2718.010498
	Iteration 15Q: 3 clusters Score -280030.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -280041.093750 Penalty: 2718.010498
	Iteration 16Q: 3 clusters Score -280041.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -280049.937500 Penalty: 2718.010498
	Iteration 17Q: 3 clusters Score -280049.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -280054.812500 Penalty: 2718.010498
	Iteration 18Q: 3 clusters Score -280054.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -280057.750000 Penalty: 2718.010498
	Iteration 19Q: 3 clusters Score -280057.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -280062.156250 Penalty: 2718.010498
	Iteration 20F: 3 clusters Score -280062.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -280064.593750 Penalty: 2718.010498
	Iteration 21Q: 3 clusters Score -280064.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -280066.343750 Penalty: 2718.010498
	Iteration 22Q: 3 clusters Score -280066.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -280067.000000 Penalty: 2718.010498
	Iteration 23Q: 3 clusters Score -280067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -280068.000000 Penalty: 2718.010498
	Iteration 24Q: 3 clusters Score -280068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -280068.000000 Penalty: 2718.010498
	Iteration 25F: 3 clusters Score -280068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Entering Unmasked Estep 
Score: -664167.687500 Penalty: 1511.635498
	Iteration 0F: 2 clusters Score -664167.7 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 5410 members 
Entering Unmasked Estep 
Score: -656440.000000 Penalty: 3023.270996
	Iteration 0F: 3 clusters Score -656440 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -659068.000000 Penalty: 3023.270996
	Iteration 1F: 3 clusters Score -659068 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -659316.875000 Penalty: 3023.270996
	Iteration 2F: 3 clusters Score -659316.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -659505.625000 Penalty: 3023.270996
	Iteration 3Q: 3 clusters Score -659505.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -659682.125000 Penalty: 3023.270996
	Iteration 4Q: 3 clusters Score -659682.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -659828.687500 Penalty: 3023.270996
	Iteration 5Q: 3 clusters Score -659828.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -659970.375000 Penalty: 3023.270996
	Iteration 6Q: 3 clusters Score -659970.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -660127.375000 Penalty: 3023.270996
	Iteration 7Q: 3 clusters Score -660127.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -660314.312500 Penalty: 3023.270996
	Iteration 8Q: 3 clusters Score -660314.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -660508.625000 Penalty: 3023.270996
	Iteration 9Q: 3 clusters Score -660508.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -660736.000000 Penalty: 3023.270996
	Iteration 10Q: 3 clusters Score -660736 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -660994.187500 Penalty: 3023.270996
	Iteration 11Q: 3 clusters Score -660994.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -661255.500000 Penalty: 3023.270996
	Iteration 12Q: 3 clusters Score -661255.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -661471.062500 Penalty: 3023.270996
	Iteration 13Q: 3 clusters Score -661471.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -661604.687500 Penalty: 3023.270996
	Iteration 14Q: 3 clusters Score -661604.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -661714.187500 Penalty: 3023.270996
	Iteration 15Q: 3 clusters Score -661714.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -661814.812500 Penalty: 3023.270996
	Iteration 16Q: 3 clusters Score -661814.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -661912.625000 Penalty: 3023.270996
	Iteration 17Q: 3 clusters Score -661912.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -661992.312500 Penalty: 3023.270996
	Iteration 18Q: 3 clusters Score -661992.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -662096.000000 Penalty: 3023.270996
	Iteration 19Q: 3 clusters Score -662096 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -662210.437500 Penalty: 3023.270996
	Iteration 20F: 3 clusters Score -662210.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -662324.437500 Penalty: 3023.270996
	Iteration 21Q: 3 clusters Score -662324.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -662446.375000 Penalty: 3023.270996
	Iteration 22Q: 3 clusters Score -662446.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -662555.750000 Penalty: 3023.270996
	Iteration 23Q: 3 clusters Score -662555.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -662630.062500 Penalty: 3023.270996
	Iteration 24Q: 3 clusters Score -662630.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -662705.687500 Penalty: 3023.270996
	Iteration 25Q: 3 clusters Score -662705.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -662774.687500 Penalty: 3023.270996
	Iteration 26Q: 3 clusters Score -662774.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -662835.875000 Penalty: 3023.270996
	Iteration 27Q: 3 clusters Score -662835.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -662895.187500 Penalty: 3023.270996
	Iteration 28Q: 3 clusters Score -662895.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -662933.437500 Penalty: 3023.270996
	Iteration 29Q: 3 clusters Score -662933.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -662981.375000 Penalty: 3023.270996
	Iteration 30Q: 3 clusters Score -662981.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -663044.187500 Penalty: 3023.270996
	Iteration 31Q: 3 clusters Score -663044.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -663110.000000 Penalty: 3023.270996
	Iteration 32Q: 3 clusters Score -663110 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -663172.125000 Penalty: 3023.270996
	Iteration 33Q: 3 clusters Score -663172.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -663221.500000 Penalty: 3023.270996
	Iteration 34Q: 3 clusters Score -663221.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -663262.000000 Penalty: 3023.270996
	Iteration 35Q: 3 clusters Score -663262 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -663293.812500 Penalty: 3023.270996
	Iteration 36Q: 3 clusters Score -663293.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -663317.750000 Penalty: 3023.270996
	Iteration 37Q: 3 clusters Score -663317.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -663334.875000 Penalty: 3023.270996
	Iteration 38Q: 3 clusters Score -663334.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -663353.375000 Penalty: 3023.270996
	Iteration 39Q: 3 clusters Score -663353.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -663368.187500 Penalty: 3023.270996
	Iteration 40F: 3 clusters Score -663368.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -663379.312500 Penalty: 3023.270996
	Iteration 41Q: 3 clusters Score -663379.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -663384.000000 Penalty: 3023.270996
	Iteration 42Q: 3 clusters Score -663384 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -663392.625000 Penalty: 3023.270996
	Iteration 43Q: 3 clusters Score -663392.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -663394.937500 Penalty: 3023.270996
	Iteration 44Q: 3 clusters Score -663394.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -663402.875000 Penalty: 3023.270996
	Iteration 45Q: 3 clusters Score -663402.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -663406.250000 Penalty: 3023.270996
	Iteration 46Q: 3 clusters Score -663406.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -663411.937500 Penalty: 3023.270996
	Iteration 47Q: 3 clusters Score -663411.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -663414.812500 Penalty: 3023.270996
	Iteration 48Q: 3 clusters Score -663414.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -663421.562500 Penalty: 3023.270996
	Iteration 49Q: 3 clusters Score -663421.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -663426.500000 Penalty: 3023.270996
	Iteration 50Q: 3 clusters Score -663426.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -663430.062500 Penalty: 3023.270996
	Iteration 51Q: 3 clusters Score -663430.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -663434.812500 Penalty: 3023.270996
	Iteration 52Q: 3 clusters Score -663434.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -663435.812500 Penalty: 3023.270996
	Iteration 53Q: 3 clusters Score -663435.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -663440.562500 Penalty: 3023.270996
	Iteration 54Q: 3 clusters Score -663440.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -663445.312500 Penalty: 3023.270996
	Iteration 55Q: 3 clusters Score -663445.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -663447.750000 Penalty: 3023.270996
	Iteration 56Q: 3 clusters Score -663447.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -663450.562500 Penalty: 3023.270996
	Iteration 57Q: 3 clusters Score -663450.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -663453.562500 Penalty: 3023.270996
	Iteration 58Q: 3 clusters Score -663453.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -663457.000000 Penalty: 3023.270996
	Iteration 59Q: 3 clusters Score -663457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -663459.125000 Penalty: 3023.270996
	Iteration 60F: 3 clusters Score -663459.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -663465.187500 Penalty: 3023.270996
	Iteration 61Q: 3 clusters Score -663465.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -663468.250000 Penalty: 3023.270996
	Iteration 62Q: 3 clusters Score -663468.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -663472.312500 Penalty: 3023.270996
	Iteration 63Q: 3 clusters Score -663472.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -663476.187500 Penalty: 3023.270996
	Iteration 64Q: 3 clusters Score -663476.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -663481.500000 Penalty: 3023.270996
	Iteration 65Q: 3 clusters Score -663481.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -663486.500000 Penalty: 3023.270996
	Iteration 66Q: 3 clusters Score -663486.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -663491.187500 Penalty: 3023.270996
	Iteration 67Q: 3 clusters Score -663491.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -663494.437500 Penalty: 3023.270996
	Iteration 68Q: 3 clusters Score -663494.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -663499.937500 Penalty: 3023.270996
	Iteration 69Q: 3 clusters Score -663499.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -663502.375000 Penalty: 3023.270996
	Iteration 70Q: 3 clusters Score -663502.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -663503.187500 Penalty: 3023.270996
	Iteration 71Q: 3 clusters Score -663503.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -663503.250000 Penalty: 3023.270996
	Iteration 72Q: 3 clusters Score -663503.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -663506.937500 Penalty: 3023.270996
	Iteration 73Q: 3 clusters Score -663506.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -663505.937500 Penalty: 3023.270996
	Iteration 74Q: 3 clusters Score -663505.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -663506.500000 Penalty: 3023.270996
	Iteration 75Q: 3 clusters Score -663506.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -663508.625000 Penalty: 3023.270996
	Iteration 76Q: 3 clusters Score -663508.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -663508.000000 Penalty: 3023.270996
	Iteration 77Q: 3 clusters Score -663508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -663508.000000 Penalty: 3023.270996
	Iteration 78F: 3 clusters Score -663508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Entering Unmasked Estep 
Score: -115538.335938 Penalty: 1222.828857
	Iteration 0F: 2 clusters Score -115538.3 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 893 members 
Entering Unmasked Estep 
Score: -113507.179688 Penalty: 2445.657715
	Iteration 0F: 3 clusters Score -113507.2 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -113915.250000 Penalty: 2445.657715
	Iteration 1F: 3 clusters Score -113915.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -114023.343750 Penalty: 2445.657715
	Iteration 2F: 3 clusters Score -114023.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -114105.757812 Penalty: 2445.657715
	Iteration 3F: 3 clusters Score -114105.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -114150.312500 Penalty: 2445.657715
	Iteration 4Q: 3 clusters Score -114150.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -114172.562500 Penalty: 2445.657715
	Iteration 5Q: 3 clusters Score -114172.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -114188.406250 Penalty: 2445.657715
	Iteration 6Q: 3 clusters Score -114188.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -114203.492188 Penalty: 2445.657715
	Iteration 7Q: 3 clusters Score -114203.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -114218.304688 Penalty: 2445.657715
	Iteration 8Q: 3 clusters Score -114218.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -114228.140625 Penalty: 2445.657715
	Iteration 9Q: 3 clusters Score -114228.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -114233.796875 Penalty: 2445.657715
	Iteration 10Q: 3 clusters Score -114233.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -114239.562500 Penalty: 2445.657715
	Iteration 11Q: 3 clusters Score -114239.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -114241.890625 Penalty: 2445.657715
	Iteration 12Q: 3 clusters Score -114241.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -114244.531250 Penalty: 2445.657715
	Iteration 13Q: 3 clusters Score -114244.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -114246.468750 Penalty: 2445.657715
	Iteration 14Q: 3 clusters Score -114246.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -114248.882812 Penalty: 2445.657715
	Iteration 15Q: 3 clusters Score -114248.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -114250.890625 Penalty: 2445.657715
	Iteration 16Q: 3 clusters Score -114250.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -114254.773438 Penalty: 2445.657715
	Iteration 17Q: 3 clusters Score -114254.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -114261.867188 Penalty: 2445.657715
	Iteration 18Q: 3 clusters Score -114261.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -114270.476562 Penalty: 2445.657715
	Iteration 19Q: 3 clusters Score -114270.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -114275.648438 Penalty: 2445.657715
	Iteration 20F: 3 clusters Score -114275.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -114282.375000 Penalty: 2445.657715
	Iteration 21Q: 3 clusters Score -114282.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -114289.296875 Penalty: 2445.657715
	Iteration 22Q: 3 clusters Score -114289.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -114295.390625 Penalty: 2445.657715
	Iteration 23Q: 3 clusters Score -114295.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -114302.093750 Penalty: 2445.657715
	Iteration 24Q: 3 clusters Score -114302.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -114312.804688 Penalty: 2445.657715
	Iteration 25Q: 3 clusters Score -114312.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -114325.960938 Penalty: 2445.657715
	Iteration 26Q: 3 clusters Score -114326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -114331.914062 Penalty: 2445.657715
	Iteration 27Q: 3 clusters Score -114331.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -114337.062500 Penalty: 2445.657715
	Iteration 28Q: 3 clusters Score -114337.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -114342.359375 Penalty: 2445.657715
	Iteration 29Q: 3 clusters Score -114342.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -114344.554688 Penalty: 2445.657715
	Iteration 30Q: 3 clusters Score -114344.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -114345.734375 Penalty: 2445.657715
	Iteration 31Q: 3 clusters Score -114345.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -114346.320312 Penalty: 2445.657715
	Iteration 32Q: 3 clusters Score -114346.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -114346.937500 Penalty: 2445.657715
	Iteration 33Q: 3 clusters Score -114346.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -114347.445312 Penalty: 2445.657715
	Iteration 34Q: 3 clusters Score -114347.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -114347.781250 Penalty: 2445.657715
	Iteration 35Q: 3 clusters Score -114347.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -114349.234375 Penalty: 2445.657715
	Iteration 36Q: 3 clusters Score -114349.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -114353.531250 Penalty: 2445.657715
	Iteration 37Q: 3 clusters Score -114353.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -114354.398438 Penalty: 2445.657715
	Iteration 38Q: 3 clusters Score -114354.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -114357.343750 Penalty: 2445.657715
	Iteration 39Q: 3 clusters Score -114357.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -114359.226562 Penalty: 2445.657715
	Iteration 40F: 3 clusters Score -114359.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -114360.460938 Penalty: 2445.657715
	Iteration 41Q: 3 clusters Score -114360.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -114360.882812 Penalty: 2445.657715
	Iteration 42Q: 3 clusters Score -114360.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -114362.031250 Penalty: 2445.657715
	Iteration 43Q: 3 clusters Score -114362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -114364.515625 Penalty: 2445.657715
	Iteration 44Q: 3 clusters Score -114364.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -114365.453125 Penalty: 2445.657715
	Iteration 45Q: 3 clusters Score -114365.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -114366.000000 Penalty: 2445.657715
	Iteration 46Q: 3 clusters Score -114366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -114366.710938 Penalty: 2445.657715
	Iteration 47Q: 3 clusters Score -114366.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -114367.000000 Penalty: 2445.657715
	Iteration 48Q: 3 clusters Score -114367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -114367.000000 Penalty: 2445.657715
	Iteration 49F: 3 clusters Score -114367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Entering Unmasked Estep 
Score: -191095.781250 Penalty: 1288.716919
	Iteration 0F: 2 clusters Score -191095.8 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 1372 members 
Entering Unmasked Estep 
Score: -188486.250000 Penalty: 2577.433838
	Iteration 0F: 3 clusters Score -188486.2 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -189090.750000 Penalty: 2577.433838
	Iteration 1F: 3 clusters Score -189090.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -189228.312500 Penalty: 2577.433838
	Iteration 2F: 3 clusters Score -189228.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -189295.140625 Penalty: 2577.433838
	Iteration 3Q: 3 clusters Score -189295.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -189330.906250 Penalty: 2577.433838
	Iteration 4Q: 3 clusters Score -189330.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -189353.906250 Penalty: 2577.433838
	Iteration 5Q: 3 clusters Score -189353.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -189375.437500 Penalty: 2577.433838
	Iteration 6Q: 3 clusters Score -189375.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -189388.203125 Penalty: 2577.433838
	Iteration 7Q: 3 clusters Score -189388.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -189400.250000 Penalty: 2577.433838
	Iteration 8Q: 3 clusters Score -189400.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -189412.093750 Penalty: 2577.433838
	Iteration 9Q: 3 clusters Score -189412.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -189422.437500 Penalty: 2577.433838
	Iteration 10Q: 3 clusters Score -189422.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -189434.484375 Penalty: 2577.433838
	Iteration 11Q: 3 clusters Score -189434.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -189447.781250 Penalty: 2577.433838
	Iteration 12Q: 3 clusters Score -189447.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -189459.203125 Penalty: 2577.433838
	Iteration 13Q: 3 clusters Score -189459.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -189470.718750 Penalty: 2577.433838
	Iteration 14Q: 3 clusters Score -189470.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -189481.750000 Penalty: 2577.433838
	Iteration 15Q: 3 clusters Score -189481.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -189492.140625 Penalty: 2577.433838
	Iteration 16Q: 3 clusters Score -189492.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -189502.687500 Penalty: 2577.433838
	Iteration 17Q: 3 clusters Score -189502.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -189512.296875 Penalty: 2577.433838
	Iteration 18Q: 3 clusters Score -189512.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -189521.515625 Penalty: 2577.433838
	Iteration 19Q: 3 clusters Score -189521.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -189527.625000 Penalty: 2577.433838
	Iteration 20F: 3 clusters Score -189527.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -189534.234375 Penalty: 2577.433838
	Iteration 21Q: 3 clusters Score -189534.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -189546.125000 Penalty: 2577.433838
	Iteration 22Q: 3 clusters Score -189546.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -189562.625000 Penalty: 2577.433838
	Iteration 23Q: 3 clusters Score -189562.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -189579.140625 Penalty: 2577.433838
	Iteration 24Q: 3 clusters Score -189579.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -189599.031250 Penalty: 2577.433838
	Iteration 25Q: 3 clusters Score -189599 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -189614.171875 Penalty: 2577.433838
	Iteration 26Q: 3 clusters Score -189614.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -189628.109375 Penalty: 2577.433838
	Iteration 27Q: 3 clusters Score -189628.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -189647.625000 Penalty: 2577.433838
	Iteration 28Q: 3 clusters Score -189647.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -189660.968750 Penalty: 2577.433838
	Iteration 29Q: 3 clusters Score -189661 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -189679.046875 Penalty: 2577.433838
	Iteration 30Q: 3 clusters Score -189679 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -189703.937500 Penalty: 2577.433838
	Iteration 31Q: 3 clusters Score -189703.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -189729.125000 Penalty: 2577.433838
	Iteration 32Q: 3 clusters Score -189729.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -189750.187500 Penalty: 2577.433838
	Iteration 33Q: 3 clusters Score -189750.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -189769.875000 Penalty: 2577.433838
	Iteration 34Q: 3 clusters Score -189769.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -189790.796875 Penalty: 2577.433838
	Iteration 35Q: 3 clusters Score -189790.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -189808.375000 Penalty: 2577.433838
	Iteration 36Q: 3 clusters Score -189808.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -189827.093750 Penalty: 2577.433838
	Iteration 37Q: 3 clusters Score -189827.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -189840.343750 Penalty: 2577.433838
	Iteration 38Q: 3 clusters Score -189840.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -189849.703125 Penalty: 2577.433838
	Iteration 39Q: 3 clusters Score -189849.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -189858.609375 Penalty: 2577.433838
	Iteration 40F: 3 clusters Score -189858.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -189868.515625 Penalty: 2577.433838
	Iteration 41Q: 3 clusters Score -189868.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -189880.078125 Penalty: 2577.433838
	Iteration 42Q: 3 clusters Score -189880.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -189895.421875 Penalty: 2577.433838
	Iteration 43Q: 3 clusters Score -189895.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -189904.281250 Penalty: 2577.433838
	Iteration 44Q: 3 clusters Score -189904.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -189911.640625 Penalty: 2577.433838
	Iteration 45Q: 3 clusters Score -189911.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -189912.937500 Penalty: 2577.433838
	Iteration 46Q: 3 clusters Score -189912.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -189914.203125 Penalty: 2577.433838
	Iteration 47Q: 3 clusters Score -189914.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -189914.390625 Penalty: 2577.433838
	Iteration 48Q: 3 clusters Score -189914.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -189915.890625 Penalty: 2577.433838
	Iteration 49Q: 3 clusters Score -189915.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -189916.343750 Penalty: 2577.433838
	Iteration 50Q: 3 clusters Score -189916.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -189916.671875 Penalty: 2577.433838
	Iteration 51Q: 3 clusters Score -189916.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -189918.578125 Penalty: 2577.433838
	Iteration 52Q: 3 clusters Score -189918.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -189919.125000 Penalty: 2577.433838
	Iteration 53Q: 3 clusters Score -189919.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -189919.734375 Penalty: 2577.433838
	Iteration 54Q: 3 clusters Score -189919.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -189919.734375 Penalty: 2577.433838
	Iteration 55F: 3 clusters Score -189919.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Entering Unmasked Estep 
Score: -1958871.250000 Penalty: 1676.424438
	Iteration 0F: 2 clusters Score -1958871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1938549.500000 Penalty: 3352.848877
	Iteration 0F: 3 clusters Score -1938550 nChanged 13903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -1946371.125000 Penalty: 3352.848877
	Iteration 1F: 3 clusters Score -1946371 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -1946721.500000 Penalty: 3352.848877
	Iteration 2Q: 3 clusters Score -1946722 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -1947080.625000 Penalty: 3352.848877
	Iteration 3Q: 3 clusters Score -1947081 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -1947498.375000 Penalty: 3352.848877
	Iteration 4Q: 3 clusters Score -1947498 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -1948071.375000 Penalty: 3352.848877
	Iteration 5Q: 3 clusters Score -1948071 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -1948894.375000 Penalty: 3352.848877
	Iteration 6F: 3 clusters Score -1948894 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -1950025.625000 Penalty: 3352.848877
	Iteration 7F: 3 clusters Score -1950026 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -1951432.500000 Penalty: 3352.848877
	Iteration 8F: 3 clusters Score -1951432 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -1952829.750000 Penalty: 3352.848877
	Iteration 9F: 3 clusters Score -1952830 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -1953966.375000 Penalty: 3352.848877
	Iteration 10F: 3 clusters Score -1953966 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -1954736.125000 Penalty: 3352.848877
	Iteration 11Q: 3 clusters Score -1954736 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -1955230.375000 Penalty: 3352.848877
	Iteration 12Q: 3 clusters Score -1955230 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -1955616.375000 Penalty: 3352.848877
	Iteration 13Q: 3 clusters Score -1955616 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -1955944.125000 Penalty: 3352.848877
	Iteration 14Q: 3 clusters Score -1955944 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -1956200.875000 Penalty: 3352.848877
	Iteration 15Q: 3 clusters Score -1956201 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -1956416.625000 Penalty: 3352.848877
	Iteration 16Q: 3 clusters Score -1956417 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -1956600.625000 Penalty: 3352.848877
	Iteration 17Q: 3 clusters Score -1956601 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -1956756.875000 Penalty: 3352.848877
	Iteration 18Q: 3 clusters Score -1956757 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -1956886.625000 Penalty: 3352.848877
	Iteration 19Q: 3 clusters Score -1956887 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -1956969.250000 Penalty: 3352.848877
	Iteration 20F: 3 clusters Score -1956969 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -1957037.625000 Penalty: 3352.848877
	Iteration 21Q: 3 clusters Score -1957038 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -1957097.625000 Penalty: 3352.848877
	Iteration 22Q: 3 clusters Score -1957098 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -1957149.500000 Penalty: 3352.848877
	Iteration 23Q: 3 clusters Score -1957150 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -1957190.875000 Penalty: 3352.848877
	Iteration 24Q: 3 clusters Score -1957191 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -1957246.375000 Penalty: 3352.848877
	Iteration 25Q: 3 clusters Score -1957246 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -1957290.625000 Penalty: 3352.848877
	Iteration 26Q: 3 clusters Score -1957291 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -1957321.875000 Penalty: 3352.848877
	Iteration 27Q: 3 clusters Score -1957322 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -1957352.250000 Penalty: 3352.848877
	Iteration 28Q: 3 clusters Score -1957352 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -1957371.375000 Penalty: 3352.848877
	Iteration 29Q: 3 clusters Score -1957371 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -1957386.125000 Penalty: 3352.848877
	Iteration 30Q: 3 clusters Score -1957386 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -1957403.375000 Penalty: 3352.848877
	Iteration 31Q: 3 clusters Score -1957403 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -1957418.250000 Penalty: 3352.848877
	Iteration 32Q: 3 clusters Score -1957418 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -1957427.500000 Penalty: 3352.848877
	Iteration 33Q: 3 clusters Score -1957428 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -1957446.875000 Penalty: 3352.848877
	Iteration 34Q: 3 clusters Score -1957447 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -1957458.125000 Penalty: 3352.848877
	Iteration 35Q: 3 clusters Score -1957458 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -1957467.625000 Penalty: 3352.848877
	Iteration 36Q: 3 clusters Score -1957468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -1957474.000000 Penalty: 3352.848877
	Iteration 37Q: 3 clusters Score -1957474 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -1957479.625000 Penalty: 3352.848877
	Iteration 38Q: 3 clusters Score -1957480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -1957479.875000 Penalty: 3352.848877
	Iteration 39Q: 3 clusters Score -1957480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -1957483.375000 Penalty: 3352.848877
	Iteration 40F: 3 clusters Score -1957483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -1957485.875000 Penalty: 3352.848877
	Iteration 41Q: 3 clusters Score -1957486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -1957485.375000 Penalty: 3352.848877
	Iteration 42Q: 3 clusters Score -1957485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -1957488.625000 Penalty: 3352.848877
	Iteration 43Q: 3 clusters Score -1957489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -1957495.000000 Penalty: 3352.848877
	Iteration 44Q: 3 clusters Score -1957495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -1957495.000000 Penalty: 3352.848877
	Iteration 45Q: 3 clusters Score -1957495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -1957498.625000 Penalty: 3352.848877
	Iteration 46Q: 3 clusters Score -1957499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -1957497.250000 Penalty: 3352.848877
	Iteration 47Q: 3 clusters Score -1957497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -1957503.250000 Penalty: 3352.848877
	Iteration 48Q: 3 clusters Score -1957503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -1957504.375000 Penalty: 3352.848877
	Iteration 49Q: 3 clusters Score -1957504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -1957505.000000 Penalty: 3352.848877
	Iteration 50Q: 3 clusters Score -1957505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -1957506.250000 Penalty: 3352.848877
	Iteration 51Q: 3 clusters Score -1957506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -1957509.750000 Penalty: 3352.848877
	Iteration 52Q: 3 clusters Score -1957510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -1957510.125000 Penalty: 3352.848877
	Iteration 53Q: 3 clusters Score -1957510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -1957514.875000 Penalty: 3352.848877
	Iteration 54Q: 3 clusters Score -1957515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -1957517.375000 Penalty: 3352.848877
	Iteration 55Q: 3 clusters Score -1957517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -1957520.750000 Penalty: 3352.848877
	Iteration 56Q: 3 clusters Score -1957521 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -1957521.625000 Penalty: 3352.848877
	Iteration 57Q: 3 clusters Score -1957522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -1957524.250000 Penalty: 3352.848877
	Iteration 58Q: 3 clusters Score -1957524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -1957525.500000 Penalty: 3352.848877
	Iteration 59Q: 3 clusters Score -1957526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -1957526.500000 Penalty: 3352.848877
	Iteration 60F: 3 clusters Score -1957526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -1957526.875000 Penalty: 3352.848877
	Iteration 61Q: 3 clusters Score -1957527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -1957526.875000 Penalty: 3352.848877
	Iteration 62F: 3 clusters Score -1957527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Entering Unmasked Estep 
Score: -374327.031250 Penalty: 1416.143921
	Iteration 0F: 2 clusters Score -374327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -369689.812500 Penalty: 2832.287842
	Iteration 0F: 3 clusters Score -369689.8 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -371074.625000 Penalty: 2832.287842
	Iteration 1F: 3 clusters Score -371074.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -371361.218750 Penalty: 2832.287842
	Iteration 2F: 3 clusters Score -371361.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -371585.000000 Penalty: 2832.287842
	Iteration 3F: 3 clusters Score -371585 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -371763.125000 Penalty: 2832.287842
	Iteration 4F: 3 clusters Score -371763.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -371916.000000 Penalty: 2832.287842
	Iteration 5Q: 3 clusters Score -371916 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -372080.000000 Penalty: 2832.287842
	Iteration 6Q: 3 clusters Score -372080 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -372264.250000 Penalty: 2832.287842
	Iteration 7Q: 3 clusters Score -372264.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -372426.843750 Penalty: 2832.287842
	Iteration 8Q: 3 clusters Score -372426.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -372599.218750 Penalty: 2832.287842
	Iteration 9Q: 3 clusters Score -372599.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -372726.812500 Penalty: 2832.287842
	Iteration 10Q: 3 clusters Score -372726.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -372834.468750 Penalty: 2832.287842
	Iteration 11Q: 3 clusters Score -372834.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -372918.031250 Penalty: 2832.287842
	Iteration 12Q: 3 clusters Score -372918 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -372973.687500 Penalty: 2832.287842
	Iteration 13Q: 3 clusters Score -372973.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -373010.187500 Penalty: 2832.287842
	Iteration 14Q: 3 clusters Score -373010.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -373043.906250 Penalty: 2832.287842
	Iteration 15Q: 3 clusters Score -373043.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -373070.687500 Penalty: 2832.287842
	Iteration 16Q: 3 clusters Score -373070.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -373096.937500 Penalty: 2832.287842
	Iteration 17Q: 3 clusters Score -373096.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -373122.468750 Penalty: 2832.287842
	Iteration 18Q: 3 clusters Score -373122.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -373146.781250 Penalty: 2832.287842
	Iteration 19Q: 3 clusters Score -373146.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -373159.375000 Penalty: 2832.287842
	Iteration 20F: 3 clusters Score -373159.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -373170.593750 Penalty: 2832.287842
	Iteration 21Q: 3 clusters Score -373170.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -373179.250000 Penalty: 2832.287842
	Iteration 22Q: 3 clusters Score -373179.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -373185.625000 Penalty: 2832.287842
	Iteration 23Q: 3 clusters Score -373185.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -373190.875000 Penalty: 2832.287842
	Iteration 24Q: 3 clusters Score -373190.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -373193.031250 Penalty: 2832.287842
	Iteration 25Q: 3 clusters Score -373193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -373194.812500 Penalty: 2832.287842
	Iteration 26Q: 3 clusters Score -373194.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -373196.281250 Penalty: 2832.287842
	Iteration 27Q: 3 clusters Score -373196.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -373197.031250 Penalty: 2832.287842
	Iteration 28Q: 3 clusters Score -373197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -373198.156250 Penalty: 2832.287842
	Iteration 29Q: 3 clusters Score -373198.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -373198.718750 Penalty: 2832.287842
	Iteration 30Q: 3 clusters Score -373198.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -373199.093750 Penalty: 2832.287842
	Iteration 31Q: 3 clusters Score -373199.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -373199.031250 Penalty: 2832.287842
	Iteration 32Q: 3 clusters Score -373199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -373199.031250 Penalty: 2832.287842
	Iteration 33F: 3 clusters Score -373199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Entering Unmasked Estep 
Score: -583337.312500 Penalty: 1482.032104
	Iteration 0F: 2 clusters Score -583337.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -576733.625000 Penalty: 2964.064209
	Iteration 0F: 3 clusters Score -576733.6 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -578845.562500 Penalty: 2964.064209
	Iteration 1F: 3 clusters Score -578845.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -579033.750000 Penalty: 2964.064209
	Iteration 2F: 3 clusters Score -579033.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -579173.812500 Penalty: 2964.064209
	Iteration 3Q: 3 clusters Score -579173.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -579306.625000 Penalty: 2964.064209
	Iteration 4Q: 3 clusters Score -579306.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -579437.937500 Penalty: 2964.064209
	Iteration 5Q: 3 clusters Score -579437.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -579577.437500 Penalty: 2964.064209
	Iteration 6Q: 3 clusters Score -579577.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -579712.000000 Penalty: 2964.064209
	Iteration 7Q: 3 clusters Score -579712 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -579862.937500 Penalty: 2964.064209
	Iteration 8Q: 3 clusters Score -579862.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -580071.000000 Penalty: 2964.064209
	Iteration 9Q: 3 clusters Score -580071 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -580307.625000 Penalty: 2964.064209
	Iteration 10Q: 3 clusters Score -580307.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -580546.750000 Penalty: 2964.064209
	Iteration 11Q: 3 clusters Score -580546.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -580820.937500 Penalty: 2964.064209
	Iteration 12Q: 3 clusters Score -580820.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -581026.812500 Penalty: 2964.064209
	Iteration 13Q: 3 clusters Score -581026.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -581142.062500 Penalty: 2964.064209
	Iteration 14Q: 3 clusters Score -581142.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -581210.625000 Penalty: 2964.064209
	Iteration 15Q: 3 clusters Score -581210.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -581265.000000 Penalty: 2964.064209
	Iteration 16Q: 3 clusters Score -581265 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -581302.312500 Penalty: 2964.064209
	Iteration 17Q: 3 clusters Score -581302.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -581332.937500 Penalty: 2964.064209
	Iteration 18Q: 3 clusters Score -581332.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -581359.750000 Penalty: 2964.064209
	Iteration 19Q: 3 clusters Score -581359.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -581389.875000 Penalty: 2964.064209
	Iteration 20F: 3 clusters Score -581389.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -581412.625000 Penalty: 2964.064209
	Iteration 21Q: 3 clusters Score -581412.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -581433.687500 Penalty: 2964.064209
	Iteration 22Q: 3 clusters Score -581433.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -581454.250000 Penalty: 2964.064209
	Iteration 23Q: 3 clusters Score -581454.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -581474.437500 Penalty: 2964.064209
	Iteration 24Q: 3 clusters Score -581474.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -581486.250000 Penalty: 2964.064209
	Iteration 25Q: 3 clusters Score -581486.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -581497.187500 Penalty: 2964.064209
	Iteration 26Q: 3 clusters Score -581497.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -581506.125000 Penalty: 2964.064209
	Iteration 27Q: 3 clusters Score -581506.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -581516.937500 Penalty: 2964.064209
	Iteration 28Q: 3 clusters Score -581516.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -581524.875000 Penalty: 2964.064209
	Iteration 29Q: 3 clusters Score -581524.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -581535.125000 Penalty: 2964.064209
	Iteration 30Q: 3 clusters Score -581535.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -581547.250000 Penalty: 2964.064209
	Iteration 31Q: 3 clusters Score -581547.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -581553.062500 Penalty: 2964.064209
	Iteration 32Q: 3 clusters Score -581553.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -581563.125000 Penalty: 2964.064209
	Iteration 33Q: 3 clusters Score -581563.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -581574.187500 Penalty: 2964.064209
	Iteration 34Q: 3 clusters Score -581574.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -581581.500000 Penalty: 2964.064209
	Iteration 35Q: 3 clusters Score -581581.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -581584.937500 Penalty: 2964.064209
	Iteration 36Q: 3 clusters Score -581584.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -581589.625000 Penalty: 2964.064209
	Iteration 37Q: 3 clusters Score -581589.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -581594.062500 Penalty: 2964.064209
	Iteration 38Q: 3 clusters Score -581594.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -581599.812500 Penalty: 2964.064209
	Iteration 39Q: 3 clusters Score -581599.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -581602.062500 Penalty: 2964.064209
	Iteration 40F: 3 clusters Score -581602.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -581608.250000 Penalty: 2964.064209
	Iteration 41Q: 3 clusters Score -581608.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -581610.187500 Penalty: 2964.064209
	Iteration 42Q: 3 clusters Score -581610.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -581613.687500 Penalty: 2964.064209
	Iteration 43Q: 3 clusters Score -581613.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -581617.750000 Penalty: 2964.064209
	Iteration 44Q: 3 clusters Score -581617.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -581620.062500 Penalty: 2964.064209
	Iteration 45Q: 3 clusters Score -581620.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -581622.687500 Penalty: 2964.064209
	Iteration 46Q: 3 clusters Score -581622.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -581626.500000 Penalty: 2964.064209
	Iteration 47Q: 3 clusters Score -581626.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -581629.250000 Penalty: 2964.064209
	Iteration 48Q: 3 clusters Score -581629.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -581629.187500 Penalty: 2964.064209
	Iteration 49Q: 3 clusters Score -581629.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -581631.312500 Penalty: 2964.064209
	Iteration 50Q: 3 clusters Score -581631.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -581636.000000 Penalty: 2964.064209
	Iteration 51Q: 3 clusters Score -581636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -581641.500000 Penalty: 2964.064209
	Iteration 52Q: 3 clusters Score -581641.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -581643.125000 Penalty: 2964.064209
	Iteration 53Q: 3 clusters Score -581643.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -581651.062500 Penalty: 2964.064209
	Iteration 54Q: 3 clusters Score -581651.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -581660.812500 Penalty: 2964.064209
	Iteration 55Q: 3 clusters Score -581660.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -581671.812500 Penalty: 2964.064209
	Iteration 56Q: 3 clusters Score -581671.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -581687.312500 Penalty: 2964.064209
	Iteration 57Q: 3 clusters Score -581687.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -581717.625000 Penalty: 2964.064209
	Iteration 58Q: 3 clusters Score -581717.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -581743.625000 Penalty: 2964.064209
	Iteration 59Q: 3 clusters Score -581743.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -581761.250000 Penalty: 2964.064209
	Iteration 60F: 3 clusters Score -581761.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -581789.750000 Penalty: 2964.064209
	Iteration 61Q: 3 clusters Score -581789.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -581814.187500 Penalty: 2964.064209
	Iteration 62Q: 3 clusters Score -581814.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -581834.750000 Penalty: 2964.064209
	Iteration 63Q: 3 clusters Score -581834.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -581863.687500 Penalty: 2964.064209
	Iteration 64Q: 3 clusters Score -581863.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -581897.562500 Penalty: 2964.064209
	Iteration 65Q: 3 clusters Score -581897.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -581932.937500 Penalty: 2964.064209
	Iteration 66Q: 3 clusters Score -581932.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -581965.437500 Penalty: 2964.064209
	Iteration 67Q: 3 clusters Score -581965.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -581990.562500 Penalty: 2964.064209
	Iteration 68Q: 3 clusters Score -581990.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -582017.812500 Penalty: 2964.064209
	Iteration 69Q: 3 clusters Score -582017.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -582037.250000 Penalty: 2964.064209
	Iteration 70Q: 3 clusters Score -582037.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -582057.750000 Penalty: 2964.064209
	Iteration 71Q: 3 clusters Score -582057.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -582085.937500 Penalty: 2964.064209
	Iteration 72Q: 3 clusters Score -582085.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -582107.625000 Penalty: 2964.064209
	Iteration 73Q: 3 clusters Score -582107.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -582131.375000 Penalty: 2964.064209
	Iteration 74Q: 3 clusters Score -582131.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -582152.875000 Penalty: 2964.064209
	Iteration 75Q: 3 clusters Score -582152.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -582170.875000 Penalty: 2964.064209
	Iteration 76Q: 3 clusters Score -582170.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -582187.250000 Penalty: 2964.064209
	Iteration 77Q: 3 clusters Score -582187.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -582197.187500 Penalty: 2964.064209
	Iteration 78Q: 3 clusters Score -582197.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -582204.187500 Penalty: 2964.064209
	Iteration 79Q: 3 clusters Score -582204.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -582210.187500 Penalty: 2964.064209
	Iteration 80F: 3 clusters Score -582210.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -582215.625000 Penalty: 2964.064209
	Iteration 81Q: 3 clusters Score -582215.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -582220.562500 Penalty: 2964.064209
	Iteration 82Q: 3 clusters Score -582220.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -582221.875000 Penalty: 2964.064209
	Iteration 83Q: 3 clusters Score -582221.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -582225.687500 Penalty: 2964.064209
	Iteration 84Q: 3 clusters Score -582225.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -582225.812500 Penalty: 2964.064209
	Iteration 85Q: 3 clusters Score -582225.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -582226.125000 Penalty: 2964.064209
	Iteration 86Q: 3 clusters Score -582226.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -582226.875000 Penalty: 2964.064209
	Iteration 87Q: 3 clusters Score -582226.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -582226.875000 Penalty: 2964.064209
	Iteration 88F: 3 clusters Score -582226.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Entering Unmasked Estep 
Score: -336921.875000 Penalty: 1393.696411
	Iteration 0F: 2 clusters Score -336921.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -332746.687500 Penalty: 2787.392822
	Iteration 0F: 3 clusters Score -332746.7 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -333933.250000 Penalty: 2787.392822
	Iteration 1F: 3 clusters Score -333933.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -334146.500000 Penalty: 2787.392822
	Iteration 2F: 3 clusters Score -334146.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -334308.718750 Penalty: 2787.392822
	Iteration 3F: 3 clusters Score -334308.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -334428.062500 Penalty: 2787.392822
	Iteration 4Q: 3 clusters Score -334428.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -334550.406250 Penalty: 2787.392822
	Iteration 5Q: 3 clusters Score -334550.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -334684.687500 Penalty: 2787.392822
	Iteration 6Q: 3 clusters Score -334684.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -334828.625000 Penalty: 2787.392822
	Iteration 7Q: 3 clusters Score -334828.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -334954.718750 Penalty: 2787.392822
	Iteration 8Q: 3 clusters Score -334954.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -335068.125000 Penalty: 2787.392822
	Iteration 9Q: 3 clusters Score -335068.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -335174.906250 Penalty: 2787.392822
	Iteration 10Q: 3 clusters Score -335174.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -335267.406250 Penalty: 2787.392822
	Iteration 11Q: 3 clusters Score -335267.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -335337.593750 Penalty: 2787.392822
	Iteration 12Q: 3 clusters Score -335337.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -335386.500000 Penalty: 2787.392822
	Iteration 13Q: 3 clusters Score -335386.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -335424.000000 Penalty: 2787.392822
	Iteration 14Q: 3 clusters Score -335424 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -335446.812500 Penalty: 2787.392822
	Iteration 15Q: 3 clusters Score -335446.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -335464.906250 Penalty: 2787.392822
	Iteration 16Q: 3 clusters Score -335464.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -335479.843750 Penalty: 2787.392822
	Iteration 17Q: 3 clusters Score -335479.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -335490.218750 Penalty: 2787.392822
	Iteration 18Q: 3 clusters Score -335490.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -335495.187500 Penalty: 2787.392822
	Iteration 19Q: 3 clusters Score -335495.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -335499.125000 Penalty: 2787.392822
	Iteration 20F: 3 clusters Score -335499.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -335501.437500 Penalty: 2787.392822
	Iteration 21Q: 3 clusters Score -335501.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -335505.468750 Penalty: 2787.392822
	Iteration 22Q: 3 clusters Score -335505.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -335508.812500 Penalty: 2787.392822
	Iteration 23Q: 3 clusters Score -335508.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -335510.625000 Penalty: 2787.392822
	Iteration 24Q: 3 clusters Score -335510.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -335512.500000 Penalty: 2787.392822
	Iteration 25Q: 3 clusters Score -335512.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -335513.031250 Penalty: 2787.392822
	Iteration 26Q: 3 clusters Score -335513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -335513.812500 Penalty: 2787.392822
	Iteration 27Q: 3 clusters Score -335513.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -335515.812500 Penalty: 2787.392822
	Iteration 28Q: 3 clusters Score -335515.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -335516.687500 Penalty: 2787.392822
	Iteration 29Q: 3 clusters Score -335516.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -335516.843750 Penalty: 2787.392822
	Iteration 30Q: 3 clusters Score -335516.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -335518.437500 Penalty: 2787.392822
	Iteration 31Q: 3 clusters Score -335518.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -335518.093750 Penalty: 2787.392822
	Iteration 32Q: 3 clusters Score -335518.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -335518.093750 Penalty: 2787.392822
	Iteration 33F: 3 clusters Score -335518.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Entering Unmasked Estep 
Score: -694773.375000 Penalty: 1509.156372
	Iteration 0F: 2 clusters Score -694773.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -687089.812500 Penalty: 3018.312744
	Iteration 0F: 3 clusters Score -687089.8 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -689588.750000 Penalty: 3018.312744
	Iteration 1F: 3 clusters Score -689588.8 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -689826.000000 Penalty: 3018.312744
	Iteration 2F: 3 clusters Score -689826 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -689996.562500 Penalty: 3018.312744
	Iteration 3Q: 3 clusters Score -689996.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -690148.562500 Penalty: 3018.312744
	Iteration 4Q: 3 clusters Score -690148.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -690345.187500 Penalty: 3018.312744
	Iteration 5Q: 3 clusters Score -690345.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -690576.500000 Penalty: 3018.312744
	Iteration 6Q: 3 clusters Score -690576.5 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -690879.375000 Penalty: 3018.312744
	Iteration 7Q: 3 clusters Score -690879.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -691256.375000 Penalty: 3018.312744
	Iteration 8F: 3 clusters Score -691256.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -691676.750000 Penalty: 3018.312744
	Iteration 9F: 3 clusters Score -691676.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -692119.687500 Penalty: 3018.312744
	Iteration 10Q: 3 clusters Score -692119.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -692530.687500 Penalty: 3018.312744
	Iteration 11Q: 3 clusters Score -692530.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -692854.187500 Penalty: 3018.312744
	Iteration 12Q: 3 clusters Score -692854.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -693119.312500 Penalty: 3018.312744
	Iteration 13Q: 3 clusters Score -693119.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -693292.187500 Penalty: 3018.312744
	Iteration 14Q: 3 clusters Score -693292.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -693383.687500 Penalty: 3018.312744
	Iteration 15Q: 3 clusters Score -693383.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -693436.250000 Penalty: 3018.312744
	Iteration 16Q: 3 clusters Score -693436.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -693463.250000 Penalty: 3018.312744
	Iteration 17Q: 3 clusters Score -693463.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -693493.687500 Penalty: 3018.312744
	Iteration 18Q: 3 clusters Score -693493.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -693521.937500 Penalty: 3018.312744
	Iteration 19Q: 3 clusters Score -693521.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -693545.687500 Penalty: 3018.312744
	Iteration 20F: 3 clusters Score -693545.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -693563.750000 Penalty: 3018.312744
	Iteration 21Q: 3 clusters Score -693563.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -693575.500000 Penalty: 3018.312744
	Iteration 22Q: 3 clusters Score -693575.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -693579.437500 Penalty: 3018.312744
	Iteration 23Q: 3 clusters Score -693579.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -693583.437500 Penalty: 3018.312744
	Iteration 24Q: 3 clusters Score -693583.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -693586.625000 Penalty: 3018.312744
	Iteration 25Q: 3 clusters Score -693586.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -693588.625000 Penalty: 3018.312744
	Iteration 26Q: 3 clusters Score -693588.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -693589.625000 Penalty: 3018.312744
	Iteration 27Q: 3 clusters Score -693589.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -693590.812500 Penalty: 3018.312744
	Iteration 28Q: 3 clusters Score -693590.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -693590.812500 Penalty: 3018.312744
	Iteration 29F: 3 clusters Score -693590.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Entering Unmasked Estep 
Score: -311511.718750 Penalty: 1402.575806
	Iteration 0F: 2 clusters Score -311511.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -307166.468750 Penalty: 2805.151611
	Iteration 0F: 3 clusters Score -307166.5 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -308453.906250 Penalty: 2805.151611
	Iteration 1F: 3 clusters Score -308453.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -308686.250000 Penalty: 2805.151611
	Iteration 2F: 3 clusters Score -308686.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -308910.156250 Penalty: 2805.151611
	Iteration 3F: 3 clusters Score -308910.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -309168.281250 Penalty: 2805.151611
	Iteration 4F: 3 clusters Score -309168.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -309355.781250 Penalty: 2805.151611
	Iteration 5F: 3 clusters Score -309355.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -309493.843750 Penalty: 2805.151611
	Iteration 6Q: 3 clusters Score -309493.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -309588.343750 Penalty: 2805.151611
	Iteration 7Q: 3 clusters Score -309588.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -309653.156250 Penalty: 2805.151611
	Iteration 8Q: 3 clusters Score -309653.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -309697.250000 Penalty: 2805.151611
	Iteration 9Q: 3 clusters Score -309697.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -309733.593750 Penalty: 2805.151611
	Iteration 10Q: 3 clusters Score -309733.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -309758.406250 Penalty: 2805.151611
	Iteration 11Q: 3 clusters Score -309758.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -309779.687500 Penalty: 2805.151611
	Iteration 12Q: 3 clusters Score -309779.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -309797.062500 Penalty: 2805.151611
	Iteration 13Q: 3 clusters Score -309797.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -309810.812500 Penalty: 2805.151611
	Iteration 14Q: 3 clusters Score -309810.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -309820.500000 Penalty: 2805.151611
	Iteration 15Q: 3 clusters Score -309820.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -309829.343750 Penalty: 2805.151611
	Iteration 16Q: 3 clusters Score -309829.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -309836.218750 Penalty: 2805.151611
	Iteration 17Q: 3 clusters Score -309836.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -309841.812500 Penalty: 2805.151611
	Iteration 18Q: 3 clusters Score -309841.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -309842.906250 Penalty: 2805.151611
	Iteration 19Q: 3 clusters Score -309842.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -309845.343750 Penalty: 2805.151611
	Iteration 20F: 3 clusters Score -309845.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -309846.906250 Penalty: 2805.151611
	Iteration 21Q: 3 clusters Score -309846.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -309849.531250 Penalty: 2805.151611
	Iteration 22Q: 3 clusters Score -309849.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -309851.687500 Penalty: 2805.151611
	Iteration 23Q: 3 clusters Score -309851.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -309853.531250 Penalty: 2805.151611
	Iteration 24Q: 3 clusters Score -309853.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -309856.187500 Penalty: 2805.151611
	Iteration 25Q: 3 clusters Score -309856.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -309859.843750 Penalty: 2805.151611
	Iteration 26Q: 3 clusters Score -309859.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -309864.625000 Penalty: 2805.151611
	Iteration 27Q: 3 clusters Score -309864.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -309869.406250 Penalty: 2805.151611
	Iteration 28Q: 3 clusters Score -309869.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -309872.812500 Penalty: 2805.151611
	Iteration 29Q: 3 clusters Score -309872.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -309874.843750 Penalty: 2805.151611
	Iteration 30Q: 3 clusters Score -309874.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -309876.218750 Penalty: 2805.151611
	Iteration 31Q: 3 clusters Score -309876.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -309877.156250 Penalty: 2805.151611
	Iteration 32Q: 3 clusters Score -309877.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -309878.812500 Penalty: 2805.151611
	Iteration 33Q: 3 clusters Score -309878.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -309879.343750 Penalty: 2805.151611
	Iteration 34Q: 3 clusters Score -309879.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -309881.250000 Penalty: 2805.151611
	Iteration 35Q: 3 clusters Score -309881.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -309882.750000 Penalty: 2805.151611
	Iteration 36Q: 3 clusters Score -309882.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -309883.781250 Penalty: 2805.151611
	Iteration 37Q: 3 clusters Score -309883.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -309886.031250 Penalty: 2805.151611
	Iteration 38Q: 3 clusters Score -309886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -309887.718750 Penalty: 2805.151611
	Iteration 39Q: 3 clusters Score -309887.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -309888.250000 Penalty: 2805.151611
	Iteration 40F: 3 clusters Score -309888.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -309889.875000 Penalty: 2805.151611
	Iteration 41Q: 3 clusters Score -309889.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -309891.437500 Penalty: 2805.151611
	Iteration 42Q: 3 clusters Score -309891.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -309891.875000 Penalty: 2805.151611
	Iteration 43Q: 3 clusters Score -309891.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -309892.062500 Penalty: 2805.151611
	Iteration 44Q: 3 clusters Score -309892.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -309892.281250 Penalty: 2805.151611
	Iteration 45Q: 3 clusters Score -309892.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -309892.906250 Penalty: 2805.151611
	Iteration 46Q: 3 clusters Score -309892.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -309893.593750 Penalty: 2805.151611
	Iteration 47Q: 3 clusters Score -309893.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -309894.062500 Penalty: 2805.151611
	Iteration 48Q: 3 clusters Score -309894.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -309894.468750 Penalty: 2805.151611
	Iteration 49Q: 3 clusters Score -309894.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -309894.875000 Penalty: 2805.151611
	Iteration 50Q: 3 clusters Score -309894.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -309895.437500 Penalty: 2805.151611
	Iteration 51Q: 3 clusters Score -309895.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -309895.031250 Penalty: 2805.151611
	Iteration 52Q: 3 clusters Score -309895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -309895.406250 Penalty: 2805.151611
	Iteration 53Q: 3 clusters Score -309895.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -309895.750000 Penalty: 2805.151611
	Iteration 54Q: 3 clusters Score -309895.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -309895.687500 Penalty: 2805.151611
	Iteration 55Q: 3 clusters Score -309895.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -309895.968750 Penalty: 2805.151611
	Iteration 56Q: 3 clusters Score -309896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -309896.750000 Penalty: 2805.151611
	Iteration 57Q: 3 clusters Score -309896.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -309896.750000 Penalty: 2805.151611
	Iteration 58F: 3 clusters Score -309896.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -456242.937500 Penalty: 1446.449951
	Iteration 0F: 2 clusters Score -456242.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -450764.437500 Penalty: 2892.899902
	Iteration 0F: 3 clusters Score -450764.4 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -452445.843750 Penalty: 2892.899902
	Iteration 1F: 3 clusters Score -452445.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -452719.687500 Penalty: 2892.899902
	Iteration 2F: 3 clusters Score -452719.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -452977.812500 Penalty: 2892.899902
	Iteration 3F: 3 clusters Score -452977.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -453230.906250 Penalty: 2892.899902
	Iteration 4F: 3 clusters Score -453230.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -453424.437500 Penalty: 2892.899902
	Iteration 5Q: 3 clusters Score -453424.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -453568.062500 Penalty: 2892.899902
	Iteration 6Q: 3 clusters Score -453568.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -453693.687500 Penalty: 2892.899902
	Iteration 7Q: 3 clusters Score -453693.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -453807.750000 Penalty: 2892.899902
	Iteration 8Q: 3 clusters Score -453807.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -453894.406250 Penalty: 2892.899902
	Iteration 9Q: 3 clusters Score -453894.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -453967.500000 Penalty: 2892.899902
	Iteration 10Q: 3 clusters Score -453967.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -454039.656250 Penalty: 2892.899902
	Iteration 11Q: 3 clusters Score -454039.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -454107.562500 Penalty: 2892.899902
	Iteration 12Q: 3 clusters Score -454107.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -454169.093750 Penalty: 2892.899902
	Iteration 13Q: 3 clusters Score -454169.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -454234.500000 Penalty: 2892.899902
	Iteration 14Q: 3 clusters Score -454234.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -454299.375000 Penalty: 2892.899902
	Iteration 15Q: 3 clusters Score -454299.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -454365.843750 Penalty: 2892.899902
	Iteration 16Q: 3 clusters Score -454365.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -454424.218750 Penalty: 2892.899902
	Iteration 17Q: 3 clusters Score -454424.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -454477.187500 Penalty: 2892.899902
	Iteration 18Q: 3 clusters Score -454477.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -454517.500000 Penalty: 2892.899902
	Iteration 19Q: 3 clusters Score -454517.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -454550.437500 Penalty: 2892.899902
	Iteration 20F: 3 clusters Score -454550.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -454583.562500 Penalty: 2892.899902
	Iteration 21Q: 3 clusters Score -454583.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -454621.468750 Penalty: 2892.899902
	Iteration 22Q: 3 clusters Score -454621.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -454648.937500 Penalty: 2892.899902
	Iteration 23Q: 3 clusters Score -454648.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -454667.437500 Penalty: 2892.899902
	Iteration 24Q: 3 clusters Score -454667.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -454692.531250 Penalty: 2892.899902
	Iteration 25Q: 3 clusters Score -454692.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -454723.906250 Penalty: 2892.899902
	Iteration 26Q: 3 clusters Score -454723.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -454747.968750 Penalty: 2892.899902
	Iteration 27Q: 3 clusters Score -454748 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -454768.843750 Penalty: 2892.899902
	Iteration 28Q: 3 clusters Score -454768.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -454791.281250 Penalty: 2892.899902
	Iteration 29Q: 3 clusters Score -454791.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -454805.656250 Penalty: 2892.899902
	Iteration 30Q: 3 clusters Score -454805.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -454818.812500 Penalty: 2892.899902
	Iteration 31Q: 3 clusters Score -454818.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -454834.468750 Penalty: 2892.899902
	Iteration 32Q: 3 clusters Score -454834.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -454845.843750 Penalty: 2892.899902
	Iteration 33Q: 3 clusters Score -454845.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -454851.375000 Penalty: 2892.899902
	Iteration 34Q: 3 clusters Score -454851.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -454852.468750 Penalty: 2892.899902
	Iteration 35Q: 3 clusters Score -454852.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -454854.156250 Penalty: 2892.899902
	Iteration 36Q: 3 clusters Score -454854.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -454857.218750 Penalty: 2892.899902
	Iteration 37Q: 3 clusters Score -454857.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -454861.843750 Penalty: 2892.899902
	Iteration 38Q: 3 clusters Score -454861.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -454864.375000 Penalty: 2892.899902
	Iteration 39Q: 3 clusters Score -454864.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -454865.750000 Penalty: 2892.899902
	Iteration 40F: 3 clusters Score -454865.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -454868.031250 Penalty: 2892.899902
	Iteration 41Q: 3 clusters Score -454868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -454869.375000 Penalty: 2892.899902
	Iteration 42Q: 3 clusters Score -454869.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -454871.406250 Penalty: 2892.899902
	Iteration 43Q: 3 clusters Score -454871.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -454871.625000 Penalty: 2892.899902
	Iteration 44Q: 3 clusters Score -454871.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -454873.187500 Penalty: 2892.899902
	Iteration 45Q: 3 clusters Score -454873.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -454876.718750 Penalty: 2892.899902
	Iteration 46Q: 3 clusters Score -454876.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -454878.500000 Penalty: 2892.899902
	Iteration 47Q: 3 clusters Score -454878.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -454881.250000 Penalty: 2892.899902
	Iteration 48Q: 3 clusters Score -454881.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -454884.218750 Penalty: 2892.899902
	Iteration 49Q: 3 clusters Score -454884.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -454884.187500 Penalty: 2892.899902
	Iteration 50Q: 3 clusters Score -454884.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -454886.312500 Penalty: 2892.899902
	Iteration 51Q: 3 clusters Score -454886.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -454886.312500 Penalty: 2892.899902
	Iteration 52Q: 3 clusters Score -454886.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -454888.093750 Penalty: 2892.899902
	Iteration 53Q: 3 clusters Score -454888.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -454889.406250 Penalty: 2892.899902
	Iteration 54Q: 3 clusters Score -454889.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -454889.531250 Penalty: 2892.899902
	Iteration 55Q: 3 clusters Score -454889.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -454890.031250 Penalty: 2892.899902
	Iteration 56Q: 3 clusters Score -454890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -454890.343750 Penalty: 2892.899902
	Iteration 57Q: 3 clusters Score -454890.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -454891.437500 Penalty: 2892.899902
	Iteration 58Q: 3 clusters Score -454891.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -454891.187500 Penalty: 2892.899902
	Iteration 59Q: 3 clusters Score -454891.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -454891.187500 Penalty: 2892.899902
	Iteration 60F: 3 clusters Score -454891.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Entering Unmasked Estep 
Score: -475268.000000 Penalty: 1441.185791
	Iteration 0F: 2 clusters Score -475268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -469988.281250 Penalty: 2882.371582
	Iteration 0F: 3 clusters Score -469988.3 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -471413.156250 Penalty: 2882.371582
	Iteration 1F: 3 clusters Score -471413.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -471601.000000 Penalty: 2882.371582
	Iteration 2F: 3 clusters Score -471601 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -471736.062500 Penalty: 2882.371582
	Iteration 3Q: 3 clusters Score -471736.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -471845.375000 Penalty: 2882.371582
	Iteration 4Q: 3 clusters Score -471845.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -471973.093750 Penalty: 2882.371582
	Iteration 5Q: 3 clusters Score -471973.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -472131.125000 Penalty: 2882.371582
	Iteration 6Q: 3 clusters Score -472131.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -472327.656250 Penalty: 2882.371582
	Iteration 7Q: 3 clusters Score -472327.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -472560.062500 Penalty: 2882.371582
	Iteration 8Q: 3 clusters Score -472560.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -472849.406250 Penalty: 2882.371582
	Iteration 9F: 3 clusters Score -472849.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -473168.125000 Penalty: 2882.371582
	Iteration 10F: 3 clusters Score -473168.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -473489.968750 Penalty: 2882.371582
	Iteration 11Q: 3 clusters Score -473490 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -473741.218750 Penalty: 2882.371582
	Iteration 12Q: 3 clusters Score -473741.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -473894.125000 Penalty: 2882.371582
	Iteration 13Q: 3 clusters Score -473894.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -474010.437500 Penalty: 2882.371582
	Iteration 14Q: 3 clusters Score -474010.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -474077.968750 Penalty: 2882.371582
	Iteration 15Q: 3 clusters Score -474078 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -474113.312500 Penalty: 2882.371582
	Iteration 16Q: 3 clusters Score -474113.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -474134.312500 Penalty: 2882.371582
	Iteration 17Q: 3 clusters Score -474134.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -474148.843750 Penalty: 2882.371582
	Iteration 18Q: 3 clusters Score -474148.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -474163.875000 Penalty: 2882.371582
	Iteration 19Q: 3 clusters Score -474163.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -474172.093750 Penalty: 2882.371582
	Iteration 20F: 3 clusters Score -474172.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -474177.875000 Penalty: 2882.371582
	Iteration 21Q: 3 clusters Score -474177.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -474181.437500 Penalty: 2882.371582
	Iteration 22Q: 3 clusters Score -474181.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -474185.593750 Penalty: 2882.371582
	Iteration 23Q: 3 clusters Score -474185.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -474187.375000 Penalty: 2882.371582
	Iteration 24Q: 3 clusters Score -474187.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -474190.531250 Penalty: 2882.371582
	Iteration 25Q: 3 clusters Score -474190.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -474194.000000 Penalty: 2882.371582
	Iteration 26Q: 3 clusters Score -474194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -474196.843750 Penalty: 2882.371582
	Iteration 27Q: 3 clusters Score -474196.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -474197.843750 Penalty: 2882.371582
	Iteration 28Q: 3 clusters Score -474197.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -474201.531250 Penalty: 2882.371582
	Iteration 29Q: 3 clusters Score -474201.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -474201.656250 Penalty: 2882.371582
	Iteration 30Q: 3 clusters Score -474201.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -474202.281250 Penalty: 2882.371582
	Iteration 31Q: 3 clusters Score -474202.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -474203.156250 Penalty: 2882.371582
	Iteration 32Q: 3 clusters Score -474203.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -474203.156250 Penalty: 2882.371582
	Iteration 33F: 3 clusters Score -474203.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Entering Unmasked Estep 
Score: -101440.687500 Penalty: 1210.732422
	Iteration 0F: 2 clusters Score -101440.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -99540.765625 Penalty: 2421.464844
	Iteration 0F: 3 clusters Score -99540.77 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -99883.632812 Penalty: 2421.464844
	Iteration 1F: 3 clusters Score -99883.63 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -99975.789062 Penalty: 2421.464844
	Iteration 2F: 3 clusters Score -99975.79 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -100036.734375 Penalty: 2421.464844
	Iteration 3F: 3 clusters Score -100036.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -100070.093750 Penalty: 2421.464844
	Iteration 4Q: 3 clusters Score -100070.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -100097.242188 Penalty: 2421.464844
	Iteration 5Q: 3 clusters Score -100097.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -100126.828125 Penalty: 2421.464844
	Iteration 6Q: 3 clusters Score -100126.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -100154.250000 Penalty: 2421.464844
	Iteration 7Q: 3 clusters Score -100154.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -100173.960938 Penalty: 2421.464844
	Iteration 8Q: 3 clusters Score -100174 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -100198.414062 Penalty: 2421.464844
	Iteration 9Q: 3 clusters Score -100198.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -100214.171875 Penalty: 2421.464844
	Iteration 10Q: 3 clusters Score -100214.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -100225.640625 Penalty: 2421.464844
	Iteration 11Q: 3 clusters Score -100225.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -100235.742188 Penalty: 2421.464844
	Iteration 12Q: 3 clusters Score -100235.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -100237.882812 Penalty: 2421.464844
	Iteration 13Q: 3 clusters Score -100237.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -100244.312500 Penalty: 2421.464844
	Iteration 14Q: 3 clusters Score -100244.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -100249.359375 Penalty: 2421.464844
	Iteration 15Q: 3 clusters Score -100249.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -100253.789062 Penalty: 2421.464844
	Iteration 16Q: 3 clusters Score -100253.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -100256.789062 Penalty: 2421.464844
	Iteration 17Q: 3 clusters Score -100256.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -100261.359375 Penalty: 2421.464844
	Iteration 18Q: 3 clusters Score -100261.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -100262.757812 Penalty: 2421.464844
	Iteration 19Q: 3 clusters Score -100262.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -100264.476562 Penalty: 2421.464844
	Iteration 20F: 3 clusters Score -100264.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -100265.109375 Penalty: 2421.464844
	Iteration 21Q: 3 clusters Score -100265.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -100266.828125 Penalty: 2421.464844
	Iteration 22Q: 3 clusters Score -100266.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -100268.742188 Penalty: 2421.464844
	Iteration 23Q: 3 clusters Score -100268.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -100269.937500 Penalty: 2421.464844
	Iteration 24Q: 3 clusters Score -100269.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -100271.218750 Penalty: 2421.464844
	Iteration 25Q: 3 clusters Score -100271.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -100273.031250 Penalty: 2421.464844
	Iteration 26Q: 3 clusters Score -100273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -100274.101562 Penalty: 2421.464844
	Iteration 27Q: 3 clusters Score -100274.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -100274.851562 Penalty: 2421.464844
	Iteration 28Q: 3 clusters Score -100274.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -100276.460938 Penalty: 2421.464844
	Iteration 29Q: 3 clusters Score -100276.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -100278.445312 Penalty: 2421.464844
	Iteration 30Q: 3 clusters Score -100278.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -100279.296875 Penalty: 2421.464844
	Iteration 31Q: 3 clusters Score -100279.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -100279.515625 Penalty: 2421.464844
	Iteration 32Q: 3 clusters Score -100279.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -100279.515625 Penalty: 2421.464844
	Iteration 33F: 3 clusters Score -100279.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Entering Unmasked Estep 
Score: -691778.312500 Penalty: 1502.959961
	Iteration 0F: 2 clusters Score -691778.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -684385.125000 Penalty: 3005.919922
	Iteration 0F: 3 clusters Score -684385.1 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -686682.625000 Penalty: 3005.919922
	Iteration 1F: 3 clusters Score -686682.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -686861.187500 Penalty: 3005.919922
	Iteration 2F: 3 clusters Score -686861.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -686999.937500 Penalty: 3005.919922
	Iteration 3Q: 3 clusters Score -686999.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -687104.875000 Penalty: 3005.919922
	Iteration 4Q: 3 clusters Score -687104.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -687207.687500 Penalty: 3005.919922
	Iteration 5Q: 3 clusters Score -687207.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -687322.187500 Penalty: 3005.919922
	Iteration 6Q: 3 clusters Score -687322.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -687459.750000 Penalty: 3005.919922
	Iteration 7Q: 3 clusters Score -687459.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -687615.375000 Penalty: 3005.919922
	Iteration 8Q: 3 clusters Score -687615.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -687799.437500 Penalty: 3005.919922
	Iteration 9Q: 3 clusters Score -687799.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -688037.875000 Penalty: 3005.919922
	Iteration 10Q: 3 clusters Score -688037.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -688364.500000 Penalty: 3005.919922
	Iteration 11Q: 3 clusters Score -688364.5 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -688747.125000 Penalty: 3005.919922
	Iteration 12F: 3 clusters Score -688747.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -689128.562500 Penalty: 3005.919922
	Iteration 13F: 3 clusters Score -689128.6 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -689484.375000 Penalty: 3005.919922
	Iteration 14F: 3 clusters Score -689484.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -689734.187500 Penalty: 3005.919922
	Iteration 15Q: 3 clusters Score -689734.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -689875.875000 Penalty: 3005.919922
	Iteration 16Q: 3 clusters Score -689875.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -689950.937500 Penalty: 3005.919922
	Iteration 17Q: 3 clusters Score -689950.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -689996.875000 Penalty: 3005.919922
	Iteration 18Q: 3 clusters Score -689996.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -690020.187500 Penalty: 3005.919922
	Iteration 19Q: 3 clusters Score -690020.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -690033.625000 Penalty: 3005.919922
	Iteration 20F: 3 clusters Score -690033.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -690042.187500 Penalty: 3005.919922
	Iteration 21Q: 3 clusters Score -690042.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -690053.625000 Penalty: 3005.919922
	Iteration 22Q: 3 clusters Score -690053.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -690066.125000 Penalty: 3005.919922
	Iteration 23Q: 3 clusters Score -690066.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -690071.000000 Penalty: 3005.919922
	Iteration 24Q: 3 clusters Score -690071 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -690076.937500 Penalty: 3005.919922
	Iteration 25Q: 3 clusters Score -690076.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -690081.062500 Penalty: 3005.919922
	Iteration 26Q: 3 clusters Score -690081.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -690084.875000 Penalty: 3005.919922
	Iteration 27Q: 3 clusters Score -690084.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -690088.250000 Penalty: 3005.919922
	Iteration 28Q: 3 clusters Score -690088.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -690090.812500 Penalty: 3005.919922
	Iteration 29Q: 3 clusters Score -690090.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -690094.187500 Penalty: 3005.919922
	Iteration 30Q: 3 clusters Score -690094.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -690099.375000 Penalty: 3005.919922
	Iteration 31Q: 3 clusters Score -690099.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -690104.937500 Penalty: 3005.919922
	Iteration 32Q: 3 clusters Score -690104.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -690110.812500 Penalty: 3005.919922
	Iteration 33Q: 3 clusters Score -690110.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -690112.250000 Penalty: 3005.919922
	Iteration 34Q: 3 clusters Score -690112.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -690120.937500 Penalty: 3005.919922
	Iteration 35Q: 3 clusters Score -690120.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -690129.500000 Penalty: 3005.919922
	Iteration 36Q: 3 clusters Score -690129.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -690135.875000 Penalty: 3005.919922
	Iteration 37Q: 3 clusters Score -690135.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -690141.437500 Penalty: 3005.919922
	Iteration 38Q: 3 clusters Score -690141.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -690146.750000 Penalty: 3005.919922
	Iteration 39Q: 3 clusters Score -690146.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -690148.937500 Penalty: 3005.919922
	Iteration 40F: 3 clusters Score -690148.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -690154.187500 Penalty: 3005.919922
	Iteration 41Q: 3 clusters Score -690154.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -690155.812500 Penalty: 3005.919922
	Iteration 42Q: 3 clusters Score -690155.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -690156.250000 Penalty: 3005.919922
	Iteration 43Q: 3 clusters Score -690156.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -690159.187500 Penalty: 3005.919922
	Iteration 44Q: 3 clusters Score -690159.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -690162.312500 Penalty: 3005.919922
	Iteration 45Q: 3 clusters Score -690162.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -690163.000000 Penalty: 3005.919922
	Iteration 46Q: 3 clusters Score -690163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -690161.625000 Penalty: 3005.919922
	Iteration 47Q: 3 clusters Score -690161.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -690162.000000 Penalty: 3005.919922
	Iteration 48Q: 3 clusters Score -690162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -690162.062500 Penalty: 3005.919922
	Iteration 49Q: 3 clusters Score -690162.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -690161.562500 Penalty: 3005.919922
	Iteration 50Q: 3 clusters Score -690161.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -690162.937500 Penalty: 3005.919922
	Iteration 51Q: 3 clusters Score -690162.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -690163.937500 Penalty: 3005.919922
	Iteration 52Q: 3 clusters Score -690163.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -690164.437500 Penalty: 3005.919922
	Iteration 53Q: 3 clusters Score -690164.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -690165.687500 Penalty: 3005.919922
	Iteration 54Q: 3 clusters Score -690165.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -690164.375000 Penalty: 3005.919922
	Iteration 55Q: 3 clusters Score -690164.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -690163.625000 Penalty: 3005.919922
	Iteration 56Q: 3 clusters Score -690163.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -690163.625000 Penalty: 3005.919922
	Iteration 57F: 3 clusters Score -690163.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76367 members 
Mstep: Class 2 contains 1956 members 
Mstep: Class 3 contains 1417 members 
Mstep: Class 4 contains 480787 members 
Mstep: Class 5 contains 6208 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 10964 members 
Mstep: Class 8 contains 1854 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30226 members 
Mstep: Class 11 contains 6092 members 
Mstep: Class 12 contains 9138 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 10798 members 
Mstep: Class 15 contains 5604 members 
Mstep: Class 16 contains 7341 members 
Mstep: Class 17 contains 7107 members 
Mstep: Class 18 contains 1721 members 
Mstep: Class 20 contains 10394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197716.000000 Penalty: 41466.250000
Iteration 159Q: 20 clusters Score -4.219772e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76368 members 
Mstep: Class 2 contains 1957 members 
Mstep: Class 3 contains 1417 members 
Mstep: Class 4 contains 480786 members 
Mstep: Class 5 contains 6208 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 10964 members 
Mstep: Class 8 contains 1855 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30226 members 
Mstep: Class 11 contains 6092 members 
Mstep: Class 12 contains 9138 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 10799 members 
Mstep: Class 15 contains 5604 members 
Mstep: Class 16 contains 7340 members 
Mstep: Class 17 contains 7107 members 
Mstep: Class 18 contains 1721 members 
Mstep: Class 20 contains 10392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197720.000000 Penalty: 41466.250000
Iteration 160F: 20 clusters Score -4.219772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76368 members 
Mstep: Class 2 contains 1957 members 
Mstep: Class 3 contains 1417 members 
Mstep: Class 4 contains 480784 members 
Mstep: Class 5 contains 6208 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 10965 members 
Mstep: Class 8 contains 1855 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30225 members 
Mstep: Class 11 contains 6092 members 
Mstep: Class 12 contains 9138 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 10799 members 
Mstep: Class 15 contains 5604 members 
Mstep: Class 16 contains 7343 members 
Mstep: Class 17 contains 7107 members 
Mstep: Class 18 contains 1721 members 
Mstep: Class 20 contains 10391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197760.000000 Penalty: 41466.250000
Iteration 161Q: 20 clusters Score -4.219776e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76368 members 
Mstep: Class 2 contains 1957 members 
Mstep: Class 3 contains 1417 members 
Mstep: Class 4 contains 480777 members 
Mstep: Class 5 contains 6208 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 10964 members 
Mstep: Class 8 contains 1855 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30225 members 
Mstep: Class 11 contains 6092 members 
Mstep: Class 12 contains 9138 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 10799 members 
Mstep: Class 15 contains 5604 members 
Mstep: Class 16 contains 7345 members 
Mstep: Class 17 contains 7107 members 
Mstep: Class 18 contains 1721 members 
Mstep: Class 20 contains 10395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197772.000000 Penalty: 41466.250000
Iteration 162Q: 20 clusters Score -4.219777e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76368 members 
Mstep: Class 2 contains 1957 members 
Mstep: Class 3 contains 1417 members 
Mstep: Class 4 contains 480772 members 
Mstep: Class 5 contains 6208 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 10962 members 
Mstep: Class 8 contains 1855 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30225 members 
Mstep: Class 11 contains 6092 members 
Mstep: Class 12 contains 9138 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 10799 members 
Mstep: Class 15 contains 5604 members 
Mstep: Class 16 contains 7348 members 
Mstep: Class 17 contains 7107 members 
Mstep: Class 18 contains 1721 members 
Mstep: Class 20 contains 10399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197780.000000 Penalty: 41466.250000
Iteration 163Q: 20 clusters Score -4.219778e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76368 members 
Mstep: Class 2 contains 1957 members 
Mstep: Class 3 contains 1417 members 
Mstep: Class 4 contains 480765 members 
Mstep: Class 5 contains 6208 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 10962 members 
Mstep: Class 8 contains 1855 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30225 members 
Mstep: Class 11 contains 6092 members 
Mstep: Class 12 contains 9139 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 10798 members 
Mstep: Class 15 contains 5604 members 
Mstep: Class 16 contains 7352 members 
Mstep: Class 17 contains 7107 members 
Mstep: Class 18 contains 1721 members 
Mstep: Class 20 contains 10402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197792.000000 Penalty: 41466.250000
Iteration 164Q: 20 clusters Score -4.219779e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76368 members 
Mstep: Class 2 contains 1957 members 
Mstep: Class 3 contains 1417 members 
Mstep: Class 4 contains 480759 members 
Mstep: Class 5 contains 6208 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 10960 members 
Mstep: Class 8 contains 1855 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30226 members 
Mstep: Class 11 contains 6092 members 
Mstep: Class 12 contains 9139 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 10798 members 
Mstep: Class 15 contains 5604 members 
Mstep: Class 16 contains 7357 members 
Mstep: Class 17 contains 7107 members 
Mstep: Class 18 contains 1721 members 
Mstep: Class 20 contains 10404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197744.000000 Penalty: 41466.250000
Iteration 165Q: 20 clusters Score -4.219774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76368 members 
Mstep: Class 2 contains 1957 members 
Mstep: Class 3 contains 1418 members 
Mstep: Class 4 contains 480757 members 
Mstep: Class 5 contains 6208 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 10958 members 
Mstep: Class 8 contains 1854 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30226 members 
Mstep: Class 11 contains 6092 members 
Mstep: Class 12 contains 9139 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 10798 members 
Mstep: Class 15 contains 5604 members 
Mstep: Class 16 contains 7360 members 
Mstep: Class 17 contains 7107 members 
Mstep: Class 18 contains 1721 members 
Mstep: Class 20 contains 10405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197748.000000 Penalty: 41466.250000
Iteration 166Q: 20 clusters Score -4.219775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76368 members 
Mstep: Class 2 contains 1957 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 480756 members 
Mstep: Class 5 contains 6208 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 10958 members 
Mstep: Class 8 contains 1854 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30226 members 
Mstep: Class 11 contains 6092 members 
Mstep: Class 12 contains 9139 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 10798 members 
Mstep: Class 15 contains 5603 members 
Mstep: Class 16 contains 7361 members 
Mstep: Class 17 contains 7107 members 
Mstep: Class 18 contains 1721 members 
Mstep: Class 20 contains 10405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197736.000000 Penalty: 41466.250000
Iteration 167Q: 20 clusters Score -4.219774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76369 members 
Mstep: Class 2 contains 1957 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 480757 members 
Mstep: Class 5 contains 6208 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 10958 members 
Mstep: Class 8 contains 1854 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30226 members 
Mstep: Class 11 contains 6092 members 
Mstep: Class 12 contains 9139 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 10798 members 
Mstep: Class 15 contains 5602 members 
Mstep: Class 16 contains 7360 members 
Mstep: Class 17 contains 7107 members 
Mstep: Class 18 contains 1721 members 
Mstep: Class 20 contains 10405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197748.000000 Penalty: 41466.250000
Iteration 168Q: 20 clusters Score -4.219775e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76369 members 
Mstep: Class 2 contains 1957 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 480757 members 
Mstep: Class 5 contains 6208 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 10958 members 
Mstep: Class 8 contains 1854 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30226 members 
Mstep: Class 11 contains 6092 members 
Mstep: Class 12 contains 9139 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 10798 members 
Mstep: Class 15 contains 5602 members 
Mstep: Class 16 contains 7360 members 
Mstep: Class 17 contains 7107 members 
Mstep: Class 18 contains 1721 members 
Mstep: Class 20 contains 10405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197748.000000 Penalty: 41466.250000
Iteration 169F: 20 clusters Score -4.219775e+07 nChanged 0
Entering ConstructFrom: 
Score: -42197748.000000 Penalty: 41466.250000
Entering ConstructFrom: 
Trying to split cluster 1 (76369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76369 members 
Entering Unmasked Estep 
Score: -4803128.500000 Penalty: 1827.041382
	Iteration 0F: 2 clusters Score -4803128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -4751852.500000 Penalty: 3654.082764
	Iteration 0F: 3 clusters Score -4751852 nChanged 36458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -4773033.000000 Penalty: 3654.082764
	Iteration 1F: 3 clusters Score -4773033 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -4773616.500000 Penalty: 3654.082764
	Iteration 2Q: 3 clusters Score -4773616 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -4774297.500000 Penalty: 3654.082764
	Iteration 3Q: 3 clusters Score -4774298 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -4775163.500000 Penalty: 3654.082764
	Iteration 4Q: 3 clusters Score -4775164 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 42748 members 
Entering Unmasked Estep 
Score: -4776374.000000 Penalty: 3654.082764
	Iteration 5Q: 3 clusters Score -4776374 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 44715 members 
Entering Unmasked Estep 
Score: -4777952.000000 Penalty: 3654.082764
	Iteration 6Q: 3 clusters Score -4777952 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 47169 members 
Entering Unmasked Estep 
Score: -4779927.500000 Penalty: 3654.082764
	Iteration 7Q: 3 clusters Score -4779928 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 50214 members 
Entering Unmasked Estep 
Score: -4782612.000000 Penalty: 3654.082764
	Iteration 8F: 3 clusters Score -4782612 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 53575 members 
Entering Unmasked Estep 
Score: -4785681.500000 Penalty: 3654.082764
	Iteration 9F: 3 clusters Score -4785682 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 56760 members 
Entering Unmasked Estep 
Score: -4788518.000000 Penalty: 3654.082764
	Iteration 10F: 3 clusters Score -4788518 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 59586 members 
Entering Unmasked Estep 
Score: -4790713.000000 Penalty: 3654.082764
	Iteration 11Q: 3 clusters Score -4790713 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 62019 members 
Entering Unmasked Estep 
Score: -4792486.500000 Penalty: 3654.082764
	Iteration 12Q: 3 clusters Score -4792486 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 64221 members 
Entering Unmasked Estep 
Score: -4793928.000000 Penalty: 3654.082764
	Iteration 13Q: 3 clusters Score -4793928 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 66233 members 
Entering Unmasked Estep 
Score: -4795224.500000 Penalty: 3654.082764
	Iteration 14Q: 3 clusters Score -4795224 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 68118 members 
Entering Unmasked Estep 
Score: -4796481.000000 Penalty: 3654.082764
	Iteration 15Q: 3 clusters Score -4796481 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 69816 members 
Entering Unmasked Estep 
Score: -4797578.500000 Penalty: 3654.082764
	Iteration 16Q: 3 clusters Score -4797578 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 71294 members 
Entering Unmasked Estep 
Score: -4798539.500000 Penalty: 3654.082764
	Iteration 17Q: 3 clusters Score -4798540 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 72513 members 
Entering Unmasked Estep 
Score: -4799331.000000 Penalty: 3654.082764
	Iteration 18Q: 3 clusters Score -4799331 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 73485 members 
Entering Unmasked Estep 
Score: -4799959.000000 Penalty: 3654.082764
	Iteration 19Q: 3 clusters Score -4799959 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 74219 members 
Entering Unmasked Estep 
Score: -4800429.500000 Penalty: 3654.082764
	Iteration 20F: 3 clusters Score -4800430 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 74776 members 
Entering Unmasked Estep 
Score: -4800791.500000 Penalty: 3654.082764
	Iteration 21Q: 3 clusters Score -4800792 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 75135 members 
Entering Unmasked Estep 
Score: -4801011.500000 Penalty: 3654.082764
	Iteration 22Q: 3 clusters Score -4801012 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 75354 members 
Entering Unmasked Estep 
Score: -4801175.000000 Penalty: 3654.082764
	Iteration 23Q: 3 clusters Score -4801175 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 75499 members 
Entering Unmasked Estep 
Score: -4801281.000000 Penalty: 3654.082764
	Iteration 24Q: 3 clusters Score -4801281 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 75618 members 
Entering Unmasked Estep 
Score: -4801374.000000 Penalty: 3654.082764
	Iteration 25Q: 3 clusters Score -4801374 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 75686 members 
Entering Unmasked Estep 
Score: -4801430.000000 Penalty: 3654.082764
	Iteration 26Q: 3 clusters Score -4801430 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 75740 members 
Entering Unmasked Estep 
Score: -4801472.000000 Penalty: 3654.082764
	Iteration 27Q: 3 clusters Score -4801472 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 75780 members 
Entering Unmasked Estep 
Score: -4801505.000000 Penalty: 3654.082764
	Iteration 28Q: 3 clusters Score -4801505 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 75807 members 
Entering Unmasked Estep 
Score: -4801514.000000 Penalty: 3654.082764
	Iteration 29Q: 3 clusters Score -4801514 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 75832 members 
Entering Unmasked Estep 
Score: -4801532.500000 Penalty: 3654.082764
	Iteration 30Q: 3 clusters Score -4801532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 75850 members 
Entering Unmasked Estep 
Score: -4801550.500000 Penalty: 3654.082764
	Iteration 31Q: 3 clusters Score -4801550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 75857 members 
Entering Unmasked Estep 
Score: -4801562.500000 Penalty: 3654.082764
	Iteration 32Q: 3 clusters Score -4801562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 75860 members 
Entering Unmasked Estep 
Score: -4801574.000000 Penalty: 3654.082764
	Iteration 33Q: 3 clusters Score -4801574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 75870 members 
Entering Unmasked Estep 
Score: -4801576.500000 Penalty: 3654.082764
	Iteration 34Q: 3 clusters Score -4801576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 75875 members 
Entering Unmasked Estep 
Score: -4801579.000000 Penalty: 3654.082764
	Iteration 35Q: 3 clusters Score -4801579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 75881 members 
Entering Unmasked Estep 
Score: -4801594.000000 Penalty: 3654.082764
	Iteration 36Q: 3 clusters Score -4801594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 75890 members 
Entering Unmasked Estep 
Score: -4801590.500000 Penalty: 3654.082764
	Iteration 37Q: 3 clusters Score -4801590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 75898 members 
Entering Unmasked Estep 
Score: -4801607.000000 Penalty: 3654.082764
	Iteration 38Q: 3 clusters Score -4801607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 75903 members 
Entering Unmasked Estep 
Score: -4801613.000000 Penalty: 3654.082764
	Iteration 39Q: 3 clusters Score -4801613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 75908 members 
Entering Unmasked Estep 
Score: -4801621.000000 Penalty: 3654.082764
	Iteration 40F: 3 clusters Score -4801621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 75911 members 
Entering Unmasked Estep 
Score: -4801620.500000 Penalty: 3654.082764
	Iteration 41Q: 3 clusters Score -4801620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 75918 members 
Entering Unmasked Estep 
Score: -4801634.000000 Penalty: 3654.082764
	Iteration 42Q: 3 clusters Score -4801634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 75922 members 
Entering Unmasked Estep 
Score: -4801644.000000 Penalty: 3654.082764
	Iteration 43Q: 3 clusters Score -4801644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 75924 members 
Entering Unmasked Estep 
Score: -4801649.500000 Penalty: 3654.082764
	Iteration 44Q: 3 clusters Score -4801650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 75928 members 
Entering Unmasked Estep 
Score: -4801651.500000 Penalty: 3654.082764
	Iteration 45Q: 3 clusters Score -4801652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 75931 members 
Entering Unmasked Estep 
Score: -4801656.000000 Penalty: 3654.082764
	Iteration 46Q: 3 clusters Score -4801656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 75930 members 
Entering Unmasked Estep 
Score: -4801653.500000 Penalty: 3654.082764
	Iteration 47Q: 3 clusters Score -4801654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 75931 members 
Entering Unmasked Estep 
Score: -4801648.000000 Penalty: 3654.082764
	Iteration 48Q: 3 clusters Score -4801648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 75931 members 
Entering Unmasked Estep 
Score: -4801648.000000 Penalty: 3654.082764
	Iteration 49F: 3 clusters Score -4801648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Entering Unmasked Estep 
Score: -106814.539062 Penalty: 1231.614746
	Iteration 0F: 2 clusters Score -106814.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -104777.484375 Penalty: 2463.229492
	Iteration 0F: 3 clusters Score -104777.5 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -105253.335938 Penalty: 2463.229492
	Iteration 1F: 3 clusters Score -105253.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -105385.687500 Penalty: 2463.229492
	Iteration 2F: 3 clusters Score -105385.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -105482.468750 Penalty: 2463.229492
	Iteration 3F: 3 clusters Score -105482.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -105548.273438 Penalty: 2463.229492
	Iteration 4Q: 3 clusters Score -105548.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -105604.703125 Penalty: 2463.229492
	Iteration 5Q: 3 clusters Score -105604.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -105657.750000 Penalty: 2463.229492
	Iteration 6Q: 3 clusters Score -105657.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -105699.195312 Penalty: 2463.229492
	Iteration 7Q: 3 clusters Score -105699.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -105735.960938 Penalty: 2463.229492
	Iteration 8Q: 3 clusters Score -105736 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -105769.023438 Penalty: 2463.229492
	Iteration 9Q: 3 clusters Score -105769 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -105796.703125 Penalty: 2463.229492
	Iteration 10Q: 3 clusters Score -105796.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -105820.921875 Penalty: 2463.229492
	Iteration 11Q: 3 clusters Score -105820.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -105838.070312 Penalty: 2463.229492
	Iteration 12Q: 3 clusters Score -105838.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -105850.265625 Penalty: 2463.229492
	Iteration 13Q: 3 clusters Score -105850.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -105859.484375 Penalty: 2463.229492
	Iteration 14Q: 3 clusters Score -105859.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -105866.890625 Penalty: 2463.229492
	Iteration 15Q: 3 clusters Score -105866.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -105870.882812 Penalty: 2463.229492
	Iteration 16Q: 3 clusters Score -105870.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -105874.421875 Penalty: 2463.229492
	Iteration 17Q: 3 clusters Score -105874.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -105877.406250 Penalty: 2463.229492
	Iteration 18Q: 3 clusters Score -105877.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -105881.281250 Penalty: 2463.229492
	Iteration 19Q: 3 clusters Score -105881.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -105887.375000 Penalty: 2463.229492
	Iteration 20F: 3 clusters Score -105887.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -105896.210938 Penalty: 2463.229492
	Iteration 21Q: 3 clusters Score -105896.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -105909.054688 Penalty: 2463.229492
	Iteration 22Q: 3 clusters Score -105909.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -105919.867188 Penalty: 2463.229492
	Iteration 23Q: 3 clusters Score -105919.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -105934.312500 Penalty: 2463.229492
	Iteration 24Q: 3 clusters Score -105934.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -105951.890625 Penalty: 2463.229492
	Iteration 25Q: 3 clusters Score -105951.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -105960.976562 Penalty: 2463.229492
	Iteration 26Q: 3 clusters Score -105961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -105970.875000 Penalty: 2463.229492
	Iteration 27Q: 3 clusters Score -105970.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -105980.109375 Penalty: 2463.229492
	Iteration 28Q: 3 clusters Score -105980.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -105989.375000 Penalty: 2463.229492
	Iteration 29Q: 3 clusters Score -105989.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -105992.625000 Penalty: 2463.229492
	Iteration 30Q: 3 clusters Score -105992.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -105994.296875 Penalty: 2463.229492
	Iteration 31Q: 3 clusters Score -105994.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -105996.296875 Penalty: 2463.229492
	Iteration 32Q: 3 clusters Score -105996.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -105997.695312 Penalty: 2463.229492
	Iteration 33Q: 3 clusters Score -105997.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -105997.695312 Penalty: 2463.229492
	Iteration 34F: 3 clusters Score -105997.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Entering Unmasked Estep 
Score: -78986.273438 Penalty: 1179.377441
	Iteration 0F: 2 clusters Score -78986.27 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 716 members 
Entering Unmasked Estep 
Score: -77288.390625 Penalty: 2358.754883
	Iteration 0F: 3 clusters Score -77288.39 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -77621.210938 Penalty: 2358.754883
	Iteration 1F: 3 clusters Score -77621.21 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -77725.984375 Penalty: 2358.754883
	Iteration 2F: 3 clusters Score -77725.98 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -77814.812500 Penalty: 2358.754883
	Iteration 3F: 3 clusters Score -77814.81 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -77873.265625 Penalty: 2358.754883
	Iteration 4Q: 3 clusters Score -77873.27 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -77910.093750 Penalty: 2358.754883
	Iteration 5Q: 3 clusters Score -77910.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -77946.148438 Penalty: 2358.754883
	Iteration 6Q: 3 clusters Score -77946.15 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -77969.687500 Penalty: 2358.754883
	Iteration 7Q: 3 clusters Score -77969.69 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -77988.960938 Penalty: 2358.754883
	Iteration 8Q: 3 clusters Score -77988.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -78009.593750 Penalty: 2358.754883
	Iteration 9Q: 3 clusters Score -78009.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -78026.398438 Penalty: 2358.754883
	Iteration 10Q: 3 clusters Score -78026.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -78049.851562 Penalty: 2358.754883
	Iteration 11Q: 3 clusters Score -78049.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -78068.328125 Penalty: 2358.754883
	Iteration 12Q: 3 clusters Score -78068.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -78087.750000 Penalty: 2358.754883
	Iteration 13Q: 3 clusters Score -78087.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -78093.328125 Penalty: 2358.754883
	Iteration 14Q: 3 clusters Score -78093.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -78095.632812 Penalty: 2358.754883
	Iteration 15Q: 3 clusters Score -78095.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -78096.789062 Penalty: 2358.754883
	Iteration 16Q: 3 clusters Score -78096.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -78097.921875 Penalty: 2358.754883
	Iteration 17Q: 3 clusters Score -78097.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -78098.304688 Penalty: 2358.754883
	Iteration 18Q: 3 clusters Score -78098.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -78099.179688 Penalty: 2358.754883
	Iteration 19Q: 3 clusters Score -78099.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -78100.296875 Penalty: 2358.754883
	Iteration 20F: 3 clusters Score -78100.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -78102.375000 Penalty: 2358.754883
	Iteration 21Q: 3 clusters Score -78102.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -78102.671875 Penalty: 2358.754883
	Iteration 22Q: 3 clusters Score -78102.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -78102.867188 Penalty: 2358.754883
	Iteration 23Q: 3 clusters Score -78102.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -78103.726562 Penalty: 2358.754883
	Iteration 24Q: 3 clusters Score -78103.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -78105.593750 Penalty: 2358.754883
	Iteration 25Q: 3 clusters Score -78105.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -78108.578125 Penalty: 2358.754883
	Iteration 26Q: 3 clusters Score -78108.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -78112.148438 Penalty: 2358.754883
	Iteration 27Q: 3 clusters Score -78112.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -78113.882812 Penalty: 2358.754883
	Iteration 28Q: 3 clusters Score -78113.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -78116.640625 Penalty: 2358.754883
	Iteration 29Q: 3 clusters Score -78116.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -78122.171875 Penalty: 2358.754883
	Iteration 30Q: 3 clusters Score -78122.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -78124.484375 Penalty: 2358.754883
	Iteration 31Q: 3 clusters Score -78124.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -78126.960938 Penalty: 2358.754883
	Iteration 32Q: 3 clusters Score -78126.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -78128.640625 Penalty: 2358.754883
	Iteration 33Q: 3 clusters Score -78128.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -78129.156250 Penalty: 2358.754883
	Iteration 34Q: 3 clusters Score -78129.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -78129.156250 Penalty: 2358.754883
	Iteration 35F: 3 clusters Score -78129.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (480757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480757 members 
Entering Unmasked Estep 
Score: -30456842.000000 Penalty: 2126.006592
	Iteration 0F: 2 clusters Score -3.045684e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240792 members 
Mstep: Class 2 contains 239965 members 
Entering Unmasked Estep 
Score: -30131676.000000 Penalty: 4252.013184
	Iteration 0F: 3 clusters Score -3.013168e+07 nChanged 235812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261294 members 
Mstep: Class 2 contains 219463 members 
Entering Unmasked Estep 
Score: -30277690.000000 Penalty: 4252.013184
	Iteration 1F: 3 clusters Score -3.027769e+07 nChanged 17360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274310 members 
Mstep: Class 2 contains 206447 members 
Entering Unmasked Estep 
Score: -30283904.000000 Penalty: 4252.013184
	Iteration 2Q: 3 clusters Score -3.02839e+07 nChanged 23142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293888 members 
Mstep: Class 2 contains 186869 members 
Entering Unmasked Estep 
Score: -30294576.000000 Penalty: 4252.013184
	Iteration 3Q: 3 clusters Score -3.029458e+07 nChanged 30835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321699 members 
Mstep: Class 2 contains 159058 members 
Entering Unmasked Estep 
Score: -30313514.000000 Penalty: 4252.013184
	Iteration 4F: 3 clusters Score -3.031351e+07 nChanged 38026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357135 members 
Mstep: Class 2 contains 123622 members 
Entering Unmasked Estep 
Score: -30343126.000000 Penalty: 4252.013184
	Iteration 5F: 3 clusters Score -3.034313e+07 nChanged 39959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395338 members 
Mstep: Class 2 contains 85419 members 
Entering Unmasked Estep 
Score: -30379664.000000 Penalty: 4252.013184
	Iteration 6F: 3 clusters Score -3.037966e+07 nChanged 34338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428800 members 
Mstep: Class 2 contains 51957 members 
Entering Unmasked Estep 
Score: -30412368.000000 Penalty: 4252.013184
	Iteration 7F: 3 clusters Score -3.041237e+07 nChanged 23037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451553 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -30433392.000000 Penalty: 4252.013184
	Iteration 8Q: 3 clusters Score -3.043339e+07 nChanged 13454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464875 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -30445200.000000 Penalty: 4252.013184
	Iteration 9Q: 3 clusters Score -3.04452e+07 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471987 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -30451132.000000 Penalty: 4252.013184
	Iteration 10Q: 3 clusters Score -3.045113e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475235 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -30453840.000000 Penalty: 4252.013184
	Iteration 11Q: 3 clusters Score -3.045384e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476568 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -30455546.000000 Penalty: 4252.013184
	Iteration 12Q: 3 clusters Score -3.045555e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477000 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -30456386.000000 Penalty: 4252.013184
	Iteration 13Q: 3 clusters Score -3.045639e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477106 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -30456884.000000 Penalty: 4252.013184
	Iteration 14Q: 3 clusters Score -3.045688e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477093 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -30457086.000000 Penalty: 4252.013184
	Iteration 15Q: 3 clusters Score -3.045709e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477067 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -30457178.000000 Penalty: 4252.013184
	Iteration 16Q: 3 clusters Score -3.045718e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477014 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -30457170.000000 Penalty: 4252.013184
	Iteration 17Q: 3 clusters Score -3.045717e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476971 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -30457232.000000 Penalty: 4252.013184
	Iteration 18Q: 3 clusters Score -3.045723e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476934 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -30457244.000000 Penalty: 4252.013184
	Iteration 19Q: 3 clusters Score -3.045724e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476890 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -30457258.000000 Penalty: 4252.013184
	Iteration 20F: 3 clusters Score -3.045726e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476861 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -30457276.000000 Penalty: 4252.013184
	Iteration 21Q: 3 clusters Score -3.045728e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476831 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -30457262.000000 Penalty: 4252.013184
	Iteration 22Q: 3 clusters Score -3.045726e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476802 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -30457278.000000 Penalty: 4252.013184
	Iteration 23Q: 3 clusters Score -3.045728e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476781 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -30457254.000000 Penalty: 4252.013184
	Iteration 24Q: 3 clusters Score -3.045725e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476767 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -30457258.000000 Penalty: 4252.013184
	Iteration 25Q: 3 clusters Score -3.045726e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476754 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -30457278.000000 Penalty: 4252.013184
	Iteration 26Q: 3 clusters Score -3.045728e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476745 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -30457272.000000 Penalty: 4252.013184
	Iteration 27Q: 3 clusters Score -3.045727e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476737 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -30457308.000000 Penalty: 4252.013184
	Iteration 28Q: 3 clusters Score -3.045731e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476731 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -30457284.000000 Penalty: 4252.013184
	Iteration 29Q: 3 clusters Score -3.045728e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476723 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -30457280.000000 Penalty: 4252.013184
	Iteration 30Q: 3 clusters Score -3.045728e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476721 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -30457284.000000 Penalty: 4252.013184
	Iteration 31Q: 3 clusters Score -3.045728e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476720 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -30457290.000000 Penalty: 4252.013184
	Iteration 32Q: 3 clusters Score -3.045729e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476722 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -30457282.000000 Penalty: 4252.013184
	Iteration 33Q: 3 clusters Score -3.045728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476720 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -30457294.000000 Penalty: 4252.013184
	Iteration 34Q: 3 clusters Score -3.045729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476723 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -30457274.000000 Penalty: 4252.013184
	Iteration 35Q: 3 clusters Score -3.045727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476719 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -30457280.000000 Penalty: 4252.013184
	Iteration 36Q: 3 clusters Score -3.045728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476717 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -30457280.000000 Penalty: 4252.013184
	Iteration 37Q: 3 clusters Score -3.045728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476713 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -30457284.000000 Penalty: 4252.013184
	Iteration 38Q: 3 clusters Score -3.045728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476709 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -30457308.000000 Penalty: 4252.013184
	Iteration 39Q: 3 clusters Score -3.045731e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476707 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -30457294.000000 Penalty: 4252.013184
	Iteration 40F: 3 clusters Score -3.045729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476703 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -30457296.000000 Penalty: 4252.013184
	Iteration 41Q: 3 clusters Score -3.04573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476698 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -30457292.000000 Penalty: 4252.013184
	Iteration 42Q: 3 clusters Score -3.045729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476695 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -30457296.000000 Penalty: 4252.013184
	Iteration 43Q: 3 clusters Score -3.04573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476692 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -30457298.000000 Penalty: 4252.013184
	Iteration 44Q: 3 clusters Score -3.04573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476690 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -30457316.000000 Penalty: 4252.013184
	Iteration 45Q: 3 clusters Score -3.045732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476689 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -30457302.000000 Penalty: 4252.013184
	Iteration 46Q: 3 clusters Score -3.04573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476689 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -30457298.000000 Penalty: 4252.013184
	Iteration 47Q: 3 clusters Score -3.04573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476688 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -30457290.000000 Penalty: 4252.013184
	Iteration 48Q: 3 clusters Score -3.045729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476684 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -30457302.000000 Penalty: 4252.013184
	Iteration 49Q: 3 clusters Score -3.04573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476683 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -30457302.000000 Penalty: 4252.013184
	Iteration 50Q: 3 clusters Score -3.04573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476682 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -30457302.000000 Penalty: 4252.013184
	Iteration 51Q: 3 clusters Score -3.04573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476681 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -30457296.000000 Penalty: 4252.013184
	Iteration 52Q: 3 clusters Score -3.04573e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476681 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -30457296.000000 Penalty: 4252.013184
	Iteration 53F: 3 clusters Score -3.04573e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76369 members 
Mstep: Class 2 contains 1957 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 476681 members 
Mstep: Class 5 contains 6208 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 10958 members 
Mstep: Class 8 contains 1854 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30226 members 
Mstep: Class 11 contains 6092 members 
Mstep: Class 12 contains 9139 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 10798 members 
Mstep: Class 15 contains 5602 members 
Mstep: Class 16 contains 7360 members 
Mstep: Class 17 contains 7107 members 
Mstep: Class 18 contains 1721 members 
Mstep: Class 19 contains 4076 members 
Mstep: Class 20 contains 10405 members 
Entering Unmasked Estep 
Score: -42197860.000000 Penalty: 43648.683594
Splitting cluster 4 changes total score from -42197748.000000 to -42197860.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 5 (6208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Entering Unmasked Estep 
Score: -383654.875000 Penalty: 1419.208984
	Iteration 0F: 2 clusters Score -383654.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -378901.125000 Penalty: 2838.417969
	Iteration 0F: 3 clusters Score -378901.1 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -380268.437500 Penalty: 2838.417969
	Iteration 1F: 3 clusters Score -380268.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -380478.375000 Penalty: 2838.417969
	Iteration 2F: 3 clusters Score -380478.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -380667.687500 Penalty: 2838.417969
	Iteration 3F: 3 clusters Score -380667.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -380811.000000 Penalty: 2838.417969
	Iteration 4Q: 3 clusters Score -380811 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -380928.968750 Penalty: 2838.417969
	Iteration 5Q: 3 clusters Score -380929 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -381028.687500 Penalty: 2838.417969
	Iteration 6Q: 3 clusters Score -381028.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -381127.562500 Penalty: 2838.417969
	Iteration 7Q: 3 clusters Score -381127.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -381219.312500 Penalty: 2838.417969
	Iteration 8Q: 3 clusters Score -381219.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -381310.375000 Penalty: 2838.417969
	Iteration 9Q: 3 clusters Score -381310.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -381396.750000 Penalty: 2838.417969
	Iteration 10Q: 3 clusters Score -381396.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -381487.468750 Penalty: 2838.417969
	Iteration 11Q: 3 clusters Score -381487.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -381583.437500 Penalty: 2838.417969
	Iteration 12Q: 3 clusters Score -381583.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -381685.156250 Penalty: 2838.417969
	Iteration 13Q: 3 clusters Score -381685.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -381773.843750 Penalty: 2838.417969
	Iteration 14Q: 3 clusters Score -381773.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -381843.187500 Penalty: 2838.417969
	Iteration 15Q: 3 clusters Score -381843.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -381903.968750 Penalty: 2838.417969
	Iteration 16Q: 3 clusters Score -381904 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -381946.500000 Penalty: 2838.417969
	Iteration 17Q: 3 clusters Score -381946.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -381978.875000 Penalty: 2838.417969
	Iteration 18Q: 3 clusters Score -381978.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -382005.843750 Penalty: 2838.417969
	Iteration 19Q: 3 clusters Score -382005.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -382031.906250 Penalty: 2838.417969
	Iteration 20F: 3 clusters Score -382031.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -382051.000000 Penalty: 2838.417969
	Iteration 21Q: 3 clusters Score -382051 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -382061.625000 Penalty: 2838.417969
	Iteration 22Q: 3 clusters Score -382061.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -382068.062500 Penalty: 2838.417969
	Iteration 23Q: 3 clusters Score -382068.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -382073.625000 Penalty: 2838.417969
	Iteration 24Q: 3 clusters Score -382073.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -382077.000000 Penalty: 2838.417969
	Iteration 25Q: 3 clusters Score -382077 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -382080.968750 Penalty: 2838.417969
	Iteration 26Q: 3 clusters Score -382081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -382084.031250 Penalty: 2838.417969
	Iteration 27Q: 3 clusters Score -382084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -382087.687500 Penalty: 2838.417969
	Iteration 28Q: 3 clusters Score -382087.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -382090.468750 Penalty: 2838.417969
	Iteration 29Q: 3 clusters Score -382090.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -382093.937500 Penalty: 2838.417969
	Iteration 30Q: 3 clusters Score -382093.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -382096.968750 Penalty: 2838.417969
	Iteration 31Q: 3 clusters Score -382097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -382099.406250 Penalty: 2838.417969
	Iteration 32Q: 3 clusters Score -382099.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -382103.562500 Penalty: 2838.417969
	Iteration 33Q: 3 clusters Score -382103.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -382106.437500 Penalty: 2838.417969
	Iteration 34Q: 3 clusters Score -382106.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -382109.312500 Penalty: 2838.417969
	Iteration 35Q: 3 clusters Score -382109.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -382111.593750 Penalty: 2838.417969
	Iteration 36Q: 3 clusters Score -382111.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -382115.937500 Penalty: 2838.417969
	Iteration 37Q: 3 clusters Score -382115.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -382120.343750 Penalty: 2838.417969
	Iteration 38Q: 3 clusters Score -382120.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -382121.062500 Penalty: 2838.417969
	Iteration 39Q: 3 clusters Score -382121.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -382124.281250 Penalty: 2838.417969
	Iteration 40F: 3 clusters Score -382124.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -382129.000000 Penalty: 2838.417969
	Iteration 41Q: 3 clusters Score -382129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -382131.531250 Penalty: 2838.417969
	Iteration 42Q: 3 clusters Score -382131.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -382134.250000 Penalty: 2838.417969
	Iteration 43Q: 3 clusters Score -382134.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -382137.468750 Penalty: 2838.417969
	Iteration 44Q: 3 clusters Score -382137.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -382138.250000 Penalty: 2838.417969
	Iteration 45Q: 3 clusters Score -382138.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -382139.531250 Penalty: 2838.417969
	Iteration 46Q: 3 clusters Score -382139.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -382140.281250 Penalty: 2838.417969
	Iteration 47Q: 3 clusters Score -382140.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -382140.031250 Penalty: 2838.417969
	Iteration 48Q: 3 clusters Score -382140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -382140.031250 Penalty: 2838.417969
	Iteration 49F: 3 clusters Score -382140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -281189.343750 Penalty: 1359.005249
	Iteration 0F: 2 clusters Score -281189.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -277698.875000 Penalty: 2718.010498
	Iteration 0F: 3 clusters Score -277698.9 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -278593.281250 Penalty: 2718.010498
	Iteration 1F: 3 clusters Score -278593.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -278748.406250 Penalty: 2718.010498
	Iteration 2F: 3 clusters Score -278748.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -278844.906250 Penalty: 2718.010498
	Iteration 3Q: 3 clusters Score -278844.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -278911.781250 Penalty: 2718.010498
	Iteration 4Q: 3 clusters Score -278911.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -278969.406250 Penalty: 2718.010498
	Iteration 5Q: 3 clusters Score -278969.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -279032.875000 Penalty: 2718.010498
	Iteration 6Q: 3 clusters Score -279032.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -279079.937500 Penalty: 2718.010498
	Iteration 7Q: 3 clusters Score -279079.9 nChanged 102
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: -279130.281250 Penalty: 2718.010498
	Iteration 8Q: 3 clusters Score -279130.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -279197.312500 Penalty: 2718.010498
	Iteration 9Q: 3 clusters Score -279197.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -279268.875000 Penalty: 2718.010498
	Iteration 10Q: 3 clusters Score -279268.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -279326.281250 Penalty: 2718.010498
	Iteration 11Q: 3 clusters Score -279326.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -279386.406250 Penalty: 2718.010498
	Iteration 12Q: 3 clusters Score -279386.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -279463.906250 Penalty: 2718.010498
	Iteration 13Q: 3 clusters Score -279463.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -279549.468750 Penalty: 2718.010498
	Iteration 14Q: 3 clusters Score -279549.5 nChanged 121
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: -279632.937500 Penalty: 2718.010498
	Iteration 15Q: 3 clusters Score -279632.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -279715.343750 Penalty: 2718.010498
	Iteration 16Q: 3 clusters Score -279715.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -279805.875000 Penalty: 2718.010498
	Iteration 17Q: 3 clusters Score -279805.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -279871.843750 Penalty: 2718.010498
	Iteration 18Q: 3 clusters Score -279871.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -279911.593750 Penalty: 2718.010498
	Iteration 19Q: 3 clusters Score -279911.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -279933.750000 Penalty: 2718.010498
	Iteration 20F: 3 clusters Score -279933.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -279956.562500 Penalty: 2718.010498
	Iteration 21Q: 3 clusters Score -279956.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -279975.093750 Penalty: 2718.010498
	Iteration 22Q: 3 clusters Score -279975.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -279986.375000 Penalty: 2718.010498
	Iteration 23Q: 3 clusters Score -279986.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -279994.562500 Penalty: 2718.010498
	Iteration 24Q: 3 clusters Score -279994.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -279998.093750 Penalty: 2718.010498
	Iteration 25Q: 3 clusters Score -279998.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -280000.406250 Penalty: 2718.010498
	Iteration 26Q: 3 clusters Score -280000.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -280002.500000 Penalty: 2718.010498
	Iteration 27Q: 3 clusters Score -280002.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -280005.625000 Penalty: 2718.010498
	Iteration 28Q: 3 clusters Score -280005.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -280006.625000 Penalty: 2718.010498
	Iteration 29Q: 3 clusters Score -280006.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -280008.593750 Penalty: 2718.010498
	Iteration 30Q: 3 clusters Score -280008.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -280013.812500 Penalty: 2718.010498
	Iteration 31Q: 3 clusters Score -280013.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -280025.531250 Penalty: 2718.010498
	Iteration 32Q: 3 clusters Score -280025.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -280044.750000 Penalty: 2718.010498
	Iteration 33Q: 3 clusters Score -280044.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -280063.250000 Penalty: 2718.010498
	Iteration 34Q: 3 clusters Score -280063.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -280072.937500 Penalty: 2718.010498
	Iteration 35Q: 3 clusters Score -280072.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -280082.906250 Penalty: 2718.010498
	Iteration 36Q: 3 clusters Score -280082.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -280091.562500 Penalty: 2718.010498
	Iteration 37Q: 3 clusters Score -280091.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -280096.812500 Penalty: 2718.010498
	Iteration 38Q: 3 clusters Score -280096.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -280101.781250 Penalty: 2718.010498
	Iteration 39Q: 3 clusters Score -280101.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -280103.437500 Penalty: 2718.010498
	Iteration 40F: 3 clusters Score -280103.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -280105.562500 Penalty: 2718.010498
	Iteration 41Q: 3 clusters Score -280105.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -280106.312500 Penalty: 2718.010498
	Iteration 42Q: 3 clusters Score -280106.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -280106.218750 Penalty: 2718.010498
	Iteration 43Q: 3 clusters Score -280106.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -280106.218750 Penalty: 2718.010498
	Iteration 44F: 3 clusters Score -280106.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Entering Unmasked Estep 
Score: -663826.125000 Penalty: 1511.546509
	Iteration 0F: 2 clusters Score -663826.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -656051.687500 Penalty: 3023.093018
	Iteration 0F: 3 clusters Score -656051.7 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -658578.750000 Penalty: 3023.093018
	Iteration 1F: 3 clusters Score -658578.8 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -658826.687500 Penalty: 3023.093018
	Iteration 2F: 3 clusters Score -658826.7 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -659031.062500 Penalty: 3023.093018
	Iteration 3Q: 3 clusters Score -659031.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -659210.187500 Penalty: 3023.093018
	Iteration 4Q: 3 clusters Score -659210.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -659418.312500 Penalty: 3023.093018
	Iteration 5Q: 3 clusters Score -659418.3 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -659671.375000 Penalty: 3023.093018
	Iteration 6Q: 3 clusters Score -659671.4 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -660009.437500 Penalty: 3023.093018
	Iteration 7Q: 3 clusters Score -660009.4 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -660440.312500 Penalty: 3023.093018
	Iteration 8F: 3 clusters Score -660440.3 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -660945.937500 Penalty: 3023.093018
	Iteration 9F: 3 clusters Score -660945.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -661410.437500 Penalty: 3023.093018
	Iteration 10F: 3 clusters Score -661410.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -661769.187500 Penalty: 3023.093018
	Iteration 11Q: 3 clusters Score -661769.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -662015.375000 Penalty: 3023.093018
	Iteration 12Q: 3 clusters Score -662015.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -662196.062500 Penalty: 3023.093018
	Iteration 13Q: 3 clusters Score -662196.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -662323.562500 Penalty: 3023.093018
	Iteration 14Q: 3 clusters Score -662323.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -662419.375000 Penalty: 3023.093018
	Iteration 15Q: 3 clusters Score -662419.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -662473.750000 Penalty: 3023.093018
	Iteration 16Q: 3 clusters Score -662473.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -662504.500000 Penalty: 3023.093018
	Iteration 17Q: 3 clusters Score -662504.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -662525.812500 Penalty: 3023.093018
	Iteration 18Q: 3 clusters Score -662525.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -662541.625000 Penalty: 3023.093018
	Iteration 19Q: 3 clusters Score -662541.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -662558.625000 Penalty: 3023.093018
	Iteration 20F: 3 clusters Score -662558.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -662577.937500 Penalty: 3023.093018
	Iteration 21Q: 3 clusters Score -662577.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -662584.875000 Penalty: 3023.093018
	Iteration 22Q: 3 clusters Score -662584.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -662591.312500 Penalty: 3023.093018
	Iteration 23Q: 3 clusters Score -662591.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -662602.125000 Penalty: 3023.093018
	Iteration 24Q: 3 clusters Score -662602.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -662605.375000 Penalty: 3023.093018
	Iteration 25Q: 3 clusters Score -662605.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -662610.812500 Penalty: 3023.093018
	Iteration 26Q: 3 clusters Score -662610.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -662614.812500 Penalty: 3023.093018
	Iteration 27Q: 3 clusters Score -662614.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -662620.125000 Penalty: 3023.093018
	Iteration 28Q: 3 clusters Score -662620.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -662628.625000 Penalty: 3023.093018
	Iteration 29Q: 3 clusters Score -662628.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -662632.437500 Penalty: 3023.093018
	Iteration 30Q: 3 clusters Score -662632.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -662638.875000 Penalty: 3023.093018
	Iteration 31Q: 3 clusters Score -662638.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -662644.562500 Penalty: 3023.093018
	Iteration 32Q: 3 clusters Score -662644.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -662648.125000 Penalty: 3023.093018
	Iteration 33Q: 3 clusters Score -662648.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -662654.437500 Penalty: 3023.093018
	Iteration 34Q: 3 clusters Score -662654.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -662654.625000 Penalty: 3023.093018
	Iteration 35Q: 3 clusters Score -662654.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -662656.562500 Penalty: 3023.093018
	Iteration 36Q: 3 clusters Score -662656.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -662658.062500 Penalty: 3023.093018
	Iteration 37Q: 3 clusters Score -662658.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -662660.187500 Penalty: 3023.093018
	Iteration 38Q: 3 clusters Score -662660.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -662660.312500 Penalty: 3023.093018
	Iteration 39Q: 3 clusters Score -662660.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -662661.812500 Penalty: 3023.093018
	Iteration 40F: 3 clusters Score -662661.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -662661.500000 Penalty: 3023.093018
	Iteration 41Q: 3 clusters Score -662661.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -662661.812500 Penalty: 3023.093018
	Iteration 42Q: 3 clusters Score -662661.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -662661.062500 Penalty: 3023.093018
	Iteration 43Q: 3 clusters Score -662661.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -662662.250000 Penalty: 3023.093018
	Iteration 44Q: 3 clusters Score -662662.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -662661.312500 Penalty: 3023.093018
	Iteration 45Q: 3 clusters Score -662661.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -662660.937500 Penalty: 3023.093018
	Iteration 46Q: 3 clusters Score -662660.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -662661.687500 Penalty: 3023.093018
	Iteration 47Q: 3 clusters Score -662661.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -662661.812500 Penalty: 3023.093018
	Iteration 48Q: 3 clusters Score -662661.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -662662.500000 Penalty: 3023.093018
	Iteration 49Q: 3 clusters Score -662662.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -662662.500000 Penalty: 3023.093018
	Iteration 50F: 3 clusters Score -662662.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Entering Unmasked Estep 
Score: -115534.164062 Penalty: 1222.828857
	Iteration 0F: 2 clusters Score -115534.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -113507.296875 Penalty: 2445.657715
	Iteration 0F: 3 clusters Score -113507.3 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -113962.781250 Penalty: 2445.657715
	Iteration 1F: 3 clusters Score -113962.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -114075.437500 Penalty: 2445.657715
	Iteration 2F: 3 clusters Score -114075.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -114135.210938 Penalty: 2445.657715
	Iteration 3F: 3 clusters Score -114135.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -114160.796875 Penalty: 2445.657715
	Iteration 4Q: 3 clusters Score -114160.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -114180.578125 Penalty: 2445.657715
	Iteration 5Q: 3 clusters Score -114180.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -114192.617188 Penalty: 2445.657715
	Iteration 6Q: 3 clusters Score -114192.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -114200.781250 Penalty: 2445.657715
	Iteration 7Q: 3 clusters Score -114200.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -114204.023438 Penalty: 2445.657715
	Iteration 8Q: 3 clusters Score -114204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -114206.242188 Penalty: 2445.657715
	Iteration 9Q: 3 clusters Score -114206.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -114206.679688 Penalty: 2445.657715
	Iteration 10Q: 3 clusters Score -114206.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -114206.679688 Penalty: 2445.657715
	Iteration 11F: 3 clusters Score -114206.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Entering Unmasked Estep 
Score: -191095.781250 Penalty: 1288.716919
	Iteration 0F: 2 clusters Score -191095.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -188520.500000 Penalty: 2577.433838
	Iteration 0F: 3 clusters Score -188520.5 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -189114.703125 Penalty: 2577.433838
	Iteration 1F: 3 clusters Score -189114.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -189223.078125 Penalty: 2577.433838
	Iteration 2F: 3 clusters Score -189223.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -189287.171875 Penalty: 2577.433838
	Iteration 3Q: 3 clusters Score -189287.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -189332.218750 Penalty: 2577.433838
	Iteration 4Q: 3 clusters Score -189332.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -189355.015625 Penalty: 2577.433838
	Iteration 5Q: 3 clusters Score -189355 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -189374.250000 Penalty: 2577.433838
	Iteration 6Q: 3 clusters Score -189374.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -189388.328125 Penalty: 2577.433838
	Iteration 7Q: 3 clusters Score -189388.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -189398.546875 Penalty: 2577.433838
	Iteration 8Q: 3 clusters Score -189398.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -189409.843750 Penalty: 2577.433838
	Iteration 9Q: 3 clusters Score -189409.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -189421.968750 Penalty: 2577.433838
	Iteration 10Q: 3 clusters Score -189422 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -189430.781250 Penalty: 2577.433838
	Iteration 11Q: 3 clusters Score -189430.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -189437.453125 Penalty: 2577.433838
	Iteration 12Q: 3 clusters Score -189437.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -189442.218750 Penalty: 2577.433838
	Iteration 13Q: 3 clusters Score -189442.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -189447.250000 Penalty: 2577.433838
	Iteration 14Q: 3 clusters Score -189447.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -189452.625000 Penalty: 2577.433838
	Iteration 15Q: 3 clusters Score -189452.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -189456.328125 Penalty: 2577.433838
	Iteration 16Q: 3 clusters Score -189456.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -189459.156250 Penalty: 2577.433838
	Iteration 17Q: 3 clusters Score -189459.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -189461.328125 Penalty: 2577.433838
	Iteration 18Q: 3 clusters Score -189461.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -189462.125000 Penalty: 2577.433838
	Iteration 19Q: 3 clusters Score -189462.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -189464.421875 Penalty: 2577.433838
	Iteration 20F: 3 clusters Score -189464.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -189466.031250 Penalty: 2577.433838
	Iteration 21Q: 3 clusters Score -189466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -189467.562500 Penalty: 2577.433838
	Iteration 22Q: 3 clusters Score -189467.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -189469.156250 Penalty: 2577.433838
	Iteration 23Q: 3 clusters Score -189469.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -189469.968750 Penalty: 2577.433838
	Iteration 24Q: 3 clusters Score -189470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -189470.625000 Penalty: 2577.433838
	Iteration 25Q: 3 clusters Score -189470.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -189472.171875 Penalty: 2577.433838
	Iteration 26Q: 3 clusters Score -189472.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -189474.968750 Penalty: 2577.433838
	Iteration 27Q: 3 clusters Score -189475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -189479.265625 Penalty: 2577.433838
	Iteration 28Q: 3 clusters Score -189479.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -189483.453125 Penalty: 2577.433838
	Iteration 29Q: 3 clusters Score -189483.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -189488.500000 Penalty: 2577.433838
	Iteration 30Q: 3 clusters Score -189488.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -189494.937500 Penalty: 2577.433838
	Iteration 31Q: 3 clusters Score -189494.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -189498.859375 Penalty: 2577.433838
	Iteration 32Q: 3 clusters Score -189498.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -189502.609375 Penalty: 2577.433838
	Iteration 33Q: 3 clusters Score -189502.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -189506.265625 Penalty: 2577.433838
	Iteration 34Q: 3 clusters Score -189506.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -189509.781250 Penalty: 2577.433838
	Iteration 35Q: 3 clusters Score -189509.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -189511.140625 Penalty: 2577.433838
	Iteration 36Q: 3 clusters Score -189511.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -189512.625000 Penalty: 2577.433838
	Iteration 37Q: 3 clusters Score -189512.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -189514.687500 Penalty: 2577.433838
	Iteration 38Q: 3 clusters Score -189514.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -189515.062500 Penalty: 2577.433838
	Iteration 39Q: 3 clusters Score -189515.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -189515.703125 Penalty: 2577.433838
	Iteration 40F: 3 clusters Score -189515.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -189516.375000 Penalty: 2577.433838
	Iteration 41Q: 3 clusters Score -189516.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -189518.000000 Penalty: 2577.433838
	Iteration 42Q: 3 clusters Score -189518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -189519.765625 Penalty: 2577.433838
	Iteration 43Q: 3 clusters Score -189519.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -189520.437500 Penalty: 2577.433838
	Iteration 44Q: 3 clusters Score -189520.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -189521.171875 Penalty: 2577.433838
	Iteration 45Q: 3 clusters Score -189521.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -189522.453125 Penalty: 2577.433838
	Iteration 46Q: 3 clusters Score -189522.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -189523.437500 Penalty: 2577.433838
	Iteration 47Q: 3 clusters Score -189523.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -189524.546875 Penalty: 2577.433838
	Iteration 48Q: 3 clusters Score -189524.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -189525.281250 Penalty: 2577.433838
	Iteration 49Q: 3 clusters Score -189525.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -189525.921875 Penalty: 2577.433838
	Iteration 50Q: 3 clusters Score -189525.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -189527.375000 Penalty: 2577.433838
	Iteration 51Q: 3 clusters Score -189527.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -189528.406250 Penalty: 2577.433838
	Iteration 52Q: 3 clusters Score -189528.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -189529.703125 Penalty: 2577.433838
	Iteration 53Q: 3 clusters Score -189529.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -189531.375000 Penalty: 2577.433838
	Iteration 54Q: 3 clusters Score -189531.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -189531.875000 Penalty: 2577.433838
	Iteration 55Q: 3 clusters Score -189531.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -189532.703125 Penalty: 2577.433838
	Iteration 56Q: 3 clusters Score -189532.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -189533.015625 Penalty: 2577.433838
	Iteration 57Q: 3 clusters Score -189533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -189533.656250 Penalty: 2577.433838
	Iteration 58Q: 3 clusters Score -189533.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -189534.171875 Penalty: 2577.433838
	Iteration 59Q: 3 clusters Score -189534.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -189534.171875 Penalty: 2577.433838
	Iteration 60F: 3 clusters Score -189534.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -189534.500000 Penalty: 2577.433838
	Iteration 61Q: 3 clusters Score -189534.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -189534.671875 Penalty: 2577.433838
	Iteration 62Q: 3 clusters Score -189534.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -189534.765625 Penalty: 2577.433838
	Iteration 63Q: 3 clusters Score -189534.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -189536.125000 Penalty: 2577.433838
	Iteration 64Q: 3 clusters Score -189536.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -189536.171875 Penalty: 2577.433838
	Iteration 65Q: 3 clusters Score -189536.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -189536.437500 Penalty: 2577.433838
	Iteration 66Q: 3 clusters Score -189536.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -189537.437500 Penalty: 2577.433838
	Iteration 67Q: 3 clusters Score -189537.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -189538.890625 Penalty: 2577.433838
	Iteration 68Q: 3 clusters Score -189538.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -189540.187500 Penalty: 2577.433838
	Iteration 69Q: 3 clusters Score -189540.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -189540.875000 Penalty: 2577.433838
	Iteration 70Q: 3 clusters Score -189540.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -189541.812500 Penalty: 2577.433838
	Iteration 71Q: 3 clusters Score -189541.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -189542.703125 Penalty: 2577.433838
	Iteration 72Q: 3 clusters Score -189542.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -189544.078125 Penalty: 2577.433838
	Iteration 73Q: 3 clusters Score -189544.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -189546.390625 Penalty: 2577.433838
	Iteration 74Q: 3 clusters Score -189546.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -189547.375000 Penalty: 2577.433838
	Iteration 75Q: 3 clusters Score -189547.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -189547.671875 Penalty: 2577.433838
	Iteration 76Q: 3 clusters Score -189547.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -189547.671875 Penalty: 2577.433838
	Iteration 77F: 3 clusters Score -189547.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Entering Unmasked Estep 
Score: -1958877.750000 Penalty: 1676.424438
	Iteration 0F: 2 clusters Score -1958878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -1938616.125000 Penalty: 3352.848877
	Iteration 0F: 3 clusters Score -1938616 nChanged 13849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -1946351.625000 Penalty: 3352.848877
	Iteration 1F: 3 clusters Score -1946352 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -1946886.125000 Penalty: 3352.848877
	Iteration 2Q: 3 clusters Score -1946886 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -1947443.375000 Penalty: 3352.848877
	Iteration 3Q: 3 clusters Score -1947443 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1948096.000000 Penalty: 3352.848877
	Iteration 4Q: 3 clusters Score -1948096 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -1948828.625000 Penalty: 3352.848877
	Iteration 5Q: 3 clusters Score -1948829 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -1949634.250000 Penalty: 3352.848877
	Iteration 6F: 3 clusters Score -1949634 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -1950622.500000 Penalty: 3352.848877
	Iteration 7F: 3 clusters Score -1950622 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -1951794.125000 Penalty: 3352.848877
	Iteration 8F: 3 clusters Score -1951794 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -1952953.875000 Penalty: 3352.848877
	Iteration 9F: 3 clusters Score -1952954 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -1953741.250000 Penalty: 3352.848877
	Iteration 10Q: 3 clusters Score -1953741 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -1954261.375000 Penalty: 3352.848877
	Iteration 11Q: 3 clusters Score -1954261 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -1954629.000000 Penalty: 3352.848877
	Iteration 12Q: 3 clusters Score -1954629 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -1954981.875000 Penalty: 3352.848877
	Iteration 13Q: 3 clusters Score -1954982 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1955212.250000 Penalty: 3352.848877
	Iteration 14Q: 3 clusters Score -1955212 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -1955390.875000 Penalty: 3352.848877
	Iteration 15Q: 3 clusters Score -1955391 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1955496.500000 Penalty: 3352.848877
	Iteration 16Q: 3 clusters Score -1955496 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1955550.750000 Penalty: 3352.848877
	Iteration 17Q: 3 clusters Score -1955551 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -1955580.875000 Penalty: 3352.848877
	Iteration 18Q: 3 clusters Score -1955581 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -1955601.250000 Penalty: 3352.848877
	Iteration 19Q: 3 clusters Score -1955601 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -1955630.125000 Penalty: 3352.848877
	Iteration 20F: 3 clusters Score -1955630 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1955644.750000 Penalty: 3352.848877
	Iteration 21Q: 3 clusters Score -1955645 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1955649.750000 Penalty: 3352.848877
	Iteration 22Q: 3 clusters Score -1955650 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1955650.500000 Penalty: 3352.848877
	Iteration 23Q: 3 clusters Score -1955650 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -1955652.000000 Penalty: 3352.848877
	Iteration 24Q: 3 clusters Score -1955652 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1955652.250000 Penalty: 3352.848877
	Iteration 25Q: 3 clusters Score -1955652 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1955658.125000 Penalty: 3352.848877
	Iteration 26Q: 3 clusters Score -1955658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -1955659.500000 Penalty: 3352.848877
	Iteration 27Q: 3 clusters Score -1955660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1955663.750000 Penalty: 3352.848877
	Iteration 28Q: 3 clusters Score -1955664 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -1955668.250000 Penalty: 3352.848877
	Iteration 29Q: 3 clusters Score -1955668 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -1955668.250000 Penalty: 3352.848877
	Iteration 30Q: 3 clusters Score -1955668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1955669.125000 Penalty: 3352.848877
	Iteration 31Q: 3 clusters Score -1955669 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -1955673.625000 Penalty: 3352.848877
	Iteration 32Q: 3 clusters Score -1955674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -1955675.375000 Penalty: 3352.848877
	Iteration 33Q: 3 clusters Score -1955675 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -1955677.875000 Penalty: 3352.848877
	Iteration 34Q: 3 clusters Score -1955678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1955678.250000 Penalty: 3352.848877
	Iteration 35Q: 3 clusters Score -1955678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -1955674.625000 Penalty: 3352.848877
	Iteration 36Q: 3 clusters Score -1955675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1955673.375000 Penalty: 3352.848877
	Iteration 37Q: 3 clusters Score -1955673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1955670.500000 Penalty: 3352.848877
	Iteration 38Q: 3 clusters Score -1955670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1955672.875000 Penalty: 3352.848877
	Iteration 39Q: 3 clusters Score -1955673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1955672.125000 Penalty: 3352.848877
	Iteration 40F: 3 clusters Score -1955672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -1955673.750000 Penalty: 3352.848877
	Iteration 41Q: 3 clusters Score -1955674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1955673.125000 Penalty: 3352.848877
	Iteration 42Q: 3 clusters Score -1955673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1955673.125000 Penalty: 3352.848877
	Iteration 43F: 3 clusters Score -1955673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Entering Unmasked Estep 
Score: -374327.031250 Penalty: 1416.143921
	Iteration 0F: 2 clusters Score -374327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -369732.875000 Penalty: 2832.287842
	Iteration 0F: 3 clusters Score -369732.9 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -371025.562500 Penalty: 2832.287842
	Iteration 1F: 3 clusters Score -371025.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -371215.125000 Penalty: 2832.287842
	Iteration 2F: 3 clusters Score -371215.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -371355.281250 Penalty: 2832.287842
	Iteration 3Q: 3 clusters Score -371355.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -371475.000000 Penalty: 2832.287842
	Iteration 4Q: 3 clusters Score -371475 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -371586.343750 Penalty: 2832.287842
	Iteration 5Q: 3 clusters Score -371586.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -371710.500000 Penalty: 2832.287842
	Iteration 6Q: 3 clusters Score -371710.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -371873.968750 Penalty: 2832.287842
	Iteration 7Q: 3 clusters Score -371874 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -372034.625000 Penalty: 2832.287842
	Iteration 8Q: 3 clusters Score -372034.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -372215.750000 Penalty: 2832.287842
	Iteration 9Q: 3 clusters Score -372215.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -372378.312500 Penalty: 2832.287842
	Iteration 10Q: 3 clusters Score -372378.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -372527.531250 Penalty: 2832.287842
	Iteration 11Q: 3 clusters Score -372527.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -372675.468750 Penalty: 2832.287842
	Iteration 12Q: 3 clusters Score -372675.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -372776.093750 Penalty: 2832.287842
	Iteration 13Q: 3 clusters Score -372776.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -372871.562500 Penalty: 2832.287842
	Iteration 14Q: 3 clusters Score -372871.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -372925.500000 Penalty: 2832.287842
	Iteration 15Q: 3 clusters Score -372925.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -372962.687500 Penalty: 2832.287842
	Iteration 16Q: 3 clusters Score -372962.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -372984.031250 Penalty: 2832.287842
	Iteration 17Q: 3 clusters Score -372984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -373004.656250 Penalty: 2832.287842
	Iteration 18Q: 3 clusters Score -373004.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -373017.687500 Penalty: 2832.287842
	Iteration 19Q: 3 clusters Score -373017.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -373038.062500 Penalty: 2832.287842
	Iteration 20F: 3 clusters Score -373038.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -373053.500000 Penalty: 2832.287842
	Iteration 21Q: 3 clusters Score -373053.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -373063.281250 Penalty: 2832.287842
	Iteration 22Q: 3 clusters Score -373063.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -373079.500000 Penalty: 2832.287842
	Iteration 23Q: 3 clusters Score -373079.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -373094.250000 Penalty: 2832.287842
	Iteration 24Q: 3 clusters Score -373094.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -373107.281250 Penalty: 2832.287842
	Iteration 25Q: 3 clusters Score -373107.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -373115.750000 Penalty: 2832.287842
	Iteration 26Q: 3 clusters Score -373115.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -373124.000000 Penalty: 2832.287842
	Iteration 27Q: 3 clusters Score -373124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -373125.343750 Penalty: 2832.287842
	Iteration 28Q: 3 clusters Score -373125.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -373126.156250 Penalty: 2832.287842
	Iteration 29Q: 3 clusters Score -373126.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -373126.156250 Penalty: 2832.287842
	Iteration 30F: 3 clusters Score -373126.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Entering Unmasked Estep 
Score: -583406.625000 Penalty: 1482.049683
	Iteration 0F: 2 clusters Score -583406.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -576791.062500 Penalty: 2964.099365
	Iteration 0F: 3 clusters Score -576791.1 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -578796.687500 Penalty: 2964.099365
	Iteration 1F: 3 clusters Score -578796.7 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -579011.562500 Penalty: 2964.099365
	Iteration 2F: 3 clusters Score -579011.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -579201.187500 Penalty: 2964.099365
	Iteration 3Q: 3 clusters Score -579201.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -579353.187500 Penalty: 2964.099365
	Iteration 4Q: 3 clusters Score -579353.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -579525.250000 Penalty: 2964.099365
	Iteration 5Q: 3 clusters Score -579525.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -579743.937500 Penalty: 2964.099365
	Iteration 6Q: 3 clusters Score -579743.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -580023.187500 Penalty: 2964.099365
	Iteration 7F: 3 clusters Score -580023.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -580366.750000 Penalty: 2964.099365
	Iteration 8F: 3 clusters Score -580366.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -580752.562500 Penalty: 2964.099365
	Iteration 9F: 3 clusters Score -580752.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -581151.500000 Penalty: 2964.099365
	Iteration 10F: 3 clusters Score -581151.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -581469.750000 Penalty: 2964.099365
	Iteration 11Q: 3 clusters Score -581469.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -581720.687500 Penalty: 2964.099365
	Iteration 12Q: 3 clusters Score -581720.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -581864.687500 Penalty: 2964.099365
	Iteration 13Q: 3 clusters Score -581864.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -581952.937500 Penalty: 2964.099365
	Iteration 14Q: 3 clusters Score -581952.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -582009.000000 Penalty: 2964.099365
	Iteration 15Q: 3 clusters Score -582009 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -582048.312500 Penalty: 2964.099365
	Iteration 16Q: 3 clusters Score -582048.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -582069.500000 Penalty: 2964.099365
	Iteration 17Q: 3 clusters Score -582069.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -582078.187500 Penalty: 2964.099365
	Iteration 18Q: 3 clusters Score -582078.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -582082.250000 Penalty: 2964.099365
	Iteration 19Q: 3 clusters Score -582082.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -582087.937500 Penalty: 2964.099365
	Iteration 20F: 3 clusters Score -582087.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -582090.437500 Penalty: 2964.099365
	Iteration 21Q: 3 clusters Score -582090.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -582095.937500 Penalty: 2964.099365
	Iteration 22Q: 3 clusters Score -582095.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -582099.000000 Penalty: 2964.099365
	Iteration 23Q: 3 clusters Score -582099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -582098.812500 Penalty: 2964.099365
	Iteration 24Q: 3 clusters Score -582098.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -582098.812500 Penalty: 2964.099365
	Iteration 25F: 3 clusters Score -582098.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Entering Unmasked Estep 
Score: -337035.781250 Penalty: 1393.757690
	Iteration 0F: 2 clusters Score -337035.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -332861.593750 Penalty: 2787.515381
	Iteration 0F: 3 clusters Score -332861.6 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -334083.812500 Penalty: 2787.515381
	Iteration 1F: 3 clusters Score -334083.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -334290.281250 Penalty: 2787.515381
	Iteration 2F: 3 clusters Score -334290.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -334444.718750 Penalty: 2787.515381
	Iteration 3F: 3 clusters Score -334444.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -334591.406250 Penalty: 2787.515381
	Iteration 4Q: 3 clusters Score -334591.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -334709.218750 Penalty: 2787.515381
	Iteration 5Q: 3 clusters Score -334709.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -334841.437500 Penalty: 2787.515381
	Iteration 6Q: 3 clusters Score -334841.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -334974.093750 Penalty: 2787.515381
	Iteration 7Q: 3 clusters Score -334974.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -335090.906250 Penalty: 2787.515381
	Iteration 8Q: 3 clusters Score -335090.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -335194.468750 Penalty: 2787.515381
	Iteration 9Q: 3 clusters Score -335194.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -335290.187500 Penalty: 2787.515381
	Iteration 10Q: 3 clusters Score -335290.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -335383.906250 Penalty: 2787.515381
	Iteration 11Q: 3 clusters Score -335383.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -335467.531250 Penalty: 2787.515381
	Iteration 12Q: 3 clusters Score -335467.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -335529.531250 Penalty: 2787.515381
	Iteration 13Q: 3 clusters Score -335529.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -335577.125000 Penalty: 2787.515381
	Iteration 14Q: 3 clusters Score -335577.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -335607.875000 Penalty: 2787.515381
	Iteration 15Q: 3 clusters Score -335607.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -335626.125000 Penalty: 2787.515381
	Iteration 16Q: 3 clusters Score -335626.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -335639.031250 Penalty: 2787.515381
	Iteration 17Q: 3 clusters Score -335639 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -335645.625000 Penalty: 2787.515381
	Iteration 18Q: 3 clusters Score -335645.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -335653.125000 Penalty: 2787.515381
	Iteration 19Q: 3 clusters Score -335653.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -335660.125000 Penalty: 2787.515381
	Iteration 20F: 3 clusters Score -335660.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -335665.718750 Penalty: 2787.515381
	Iteration 21Q: 3 clusters Score -335665.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -335670.375000 Penalty: 2787.515381
	Iteration 22Q: 3 clusters Score -335670.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -335674.093750 Penalty: 2787.515381
	Iteration 23Q: 3 clusters Score -335674.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -335677.031250 Penalty: 2787.515381
	Iteration 24Q: 3 clusters Score -335677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -335679.750000 Penalty: 2787.515381
	Iteration 25Q: 3 clusters Score -335679.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -335682.593750 Penalty: 2787.515381
	Iteration 26Q: 3 clusters Score -335682.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -335685.656250 Penalty: 2787.515381
	Iteration 27Q: 3 clusters Score -335685.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -335687.000000 Penalty: 2787.515381
	Iteration 28Q: 3 clusters Score -335687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -335689.000000 Penalty: 2787.515381
	Iteration 29Q: 3 clusters Score -335689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -335690.062500 Penalty: 2787.515381
	Iteration 30Q: 3 clusters Score -335690.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -335691.062500 Penalty: 2787.515381
	Iteration 31Q: 3 clusters Score -335691.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -335691.593750 Penalty: 2787.515381
	Iteration 32Q: 3 clusters Score -335691.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -335691.281250 Penalty: 2787.515381
	Iteration 33Q: 3 clusters Score -335691.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -335692.437500 Penalty: 2787.515381
	Iteration 34Q: 3 clusters Score -335692.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -335691.906250 Penalty: 2787.515381
	Iteration 35Q: 3 clusters Score -335691.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -335693.000000 Penalty: 2787.515381
	Iteration 36Q: 3 clusters Score -335693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -335693.718750 Penalty: 2787.515381
	Iteration 37Q: 3 clusters Score -335693.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -335694.031250 Penalty: 2787.515381
	Iteration 38Q: 3 clusters Score -335694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -335694.406250 Penalty: 2787.515381
	Iteration 39Q: 3 clusters Score -335694.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -335694.406250 Penalty: 2787.515381
	Iteration 40F: 3 clusters Score -335694.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Entering Unmasked Estep 
Score: -694774.625000 Penalty: 1509.156372
	Iteration 0F: 2 clusters Score -694774.6 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 5389 members 
Entering Unmasked Estep 
Score: -687155.125000 Penalty: 3018.312744
	Iteration 0F: 3 clusters Score -687155.1 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -689513.062500 Penalty: 3018.312744
	Iteration 1F: 3 clusters Score -689513.1 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -689753.750000 Penalty: 3018.312744
	Iteration 2F: 3 clusters Score -689753.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -689907.125000 Penalty: 3018.312744
	Iteration 3Q: 3 clusters Score -689907.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -690023.000000 Penalty: 3018.312744
	Iteration 4Q: 3 clusters Score -690023 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -690113.750000 Penalty: 3018.312744
	Iteration 5Q: 3 clusters Score -690113.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -690195.312500 Penalty: 3018.312744
	Iteration 6Q: 3 clusters Score -690195.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -690265.375000 Penalty: 3018.312744
	Iteration 7Q: 3 clusters Score -690265.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -690324.937500 Penalty: 3018.312744
	Iteration 8Q: 3 clusters Score -690324.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -690373.750000 Penalty: 3018.312744
	Iteration 9Q: 3 clusters Score -690373.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -690418.875000 Penalty: 3018.312744
	Iteration 10Q: 3 clusters Score -690418.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -690446.562500 Penalty: 3018.312744
	Iteration 11Q: 3 clusters Score -690446.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -690473.375000 Penalty: 3018.312744
	Iteration 12Q: 3 clusters Score -690473.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -690490.875000 Penalty: 3018.312744
	Iteration 13Q: 3 clusters Score -690490.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -690509.500000 Penalty: 3018.312744
	Iteration 14Q: 3 clusters Score -690509.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -690523.062500 Penalty: 3018.312744
	Iteration 15Q: 3 clusters Score -690523.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -690531.500000 Penalty: 3018.312744
	Iteration 16Q: 3 clusters Score -690531.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -690542.750000 Penalty: 3018.312744
	Iteration 17Q: 3 clusters Score -690542.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -690552.000000 Penalty: 3018.312744
	Iteration 18Q: 3 clusters Score -690552 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -690562.062500 Penalty: 3018.312744
	Iteration 19Q: 3 clusters Score -690562.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -690573.500000 Penalty: 3018.312744
	Iteration 20F: 3 clusters Score -690573.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -690584.750000 Penalty: 3018.312744
	Iteration 21Q: 3 clusters Score -690584.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -690602.000000 Penalty: 3018.312744
	Iteration 22Q: 3 clusters Score -690602 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -690617.562500 Penalty: 3018.312744
	Iteration 23Q: 3 clusters Score -690617.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -690639.750000 Penalty: 3018.312744
	Iteration 24Q: 3 clusters Score -690639.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -690667.625000 Penalty: 3018.312744
	Iteration 25Q: 3 clusters Score -690667.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -690696.812500 Penalty: 3018.312744
	Iteration 26Q: 3 clusters Score -690696.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -690732.437500 Penalty: 3018.312744
	Iteration 27Q: 3 clusters Score -690732.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -690786.062500 Penalty: 3018.312744
	Iteration 28Q: 3 clusters Score -690786.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -690863.500000 Penalty: 3018.312744
	Iteration 29Q: 3 clusters Score -690863.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -690964.375000 Penalty: 3018.312744
	Iteration 30Q: 3 clusters Score -690964.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -691130.187500 Penalty: 3018.312744
	Iteration 31Q: 3 clusters Score -691130.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -691336.562500 Penalty: 3018.312744
	Iteration 32Q: 3 clusters Score -691336.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -691524.812500 Penalty: 3018.312744
	Iteration 33Q: 3 clusters Score -691524.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -691655.062500 Penalty: 3018.312744
	Iteration 34Q: 3 clusters Score -691655.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -691739.500000 Penalty: 3018.312744
	Iteration 35Q: 3 clusters Score -691739.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -691797.000000 Penalty: 3018.312744
	Iteration 36Q: 3 clusters Score -691797 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -691830.125000 Penalty: 3018.312744
	Iteration 37Q: 3 clusters Score -691830.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -691855.937500 Penalty: 3018.312744
	Iteration 38Q: 3 clusters Score -691855.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -691876.437500 Penalty: 3018.312744
	Iteration 39Q: 3 clusters Score -691876.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -691897.625000 Penalty: 3018.312744
	Iteration 40F: 3 clusters Score -691897.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -691917.187500 Penalty: 3018.312744
	Iteration 41Q: 3 clusters Score -691917.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -691934.062500 Penalty: 3018.312744
	Iteration 42Q: 3 clusters Score -691934.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -691944.500000 Penalty: 3018.312744
	Iteration 43Q: 3 clusters Score -691944.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -691953.312500 Penalty: 3018.312744
	Iteration 44Q: 3 clusters Score -691953.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -691965.437500 Penalty: 3018.312744
	Iteration 45Q: 3 clusters Score -691965.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -691972.937500 Penalty: 3018.312744
	Iteration 46Q: 3 clusters Score -691972.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -691982.562500 Penalty: 3018.312744
	Iteration 47Q: 3 clusters Score -691982.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -691994.250000 Penalty: 3018.312744
	Iteration 48Q: 3 clusters Score -691994.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -692011.750000 Penalty: 3018.312744
	Iteration 49Q: 3 clusters Score -692011.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -692035.937500 Penalty: 3018.312744
	Iteration 50Q: 3 clusters Score -692035.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -692078.562500 Penalty: 3018.312744
	Iteration 51Q: 3 clusters Score -692078.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -692123.687500 Penalty: 3018.312744
	Iteration 52Q: 3 clusters Score -692123.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -692170.937500 Penalty: 3018.312744
	Iteration 53Q: 3 clusters Score -692170.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -692200.812500 Penalty: 3018.312744
	Iteration 54Q: 3 clusters Score -692200.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -692243.562500 Penalty: 3018.312744
	Iteration 55Q: 3 clusters Score -692243.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -692290.375000 Penalty: 3018.312744
	Iteration 56Q: 3 clusters Score -692290.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -692337.187500 Penalty: 3018.312744
	Iteration 57Q: 3 clusters Score -692337.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -692395.062500 Penalty: 3018.312744
	Iteration 58Q: 3 clusters Score -692395.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -692452.500000 Penalty: 3018.312744
	Iteration 59Q: 3 clusters Score -692452.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -692509.750000 Penalty: 3018.312744
	Iteration 60F: 3 clusters Score -692509.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -692558.812500 Penalty: 3018.312744
	Iteration 61Q: 3 clusters Score -692558.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -692605.687500 Penalty: 3018.312744
	Iteration 62Q: 3 clusters Score -692605.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -692661.875000 Penalty: 3018.312744
	Iteration 63Q: 3 clusters Score -692661.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -692736.937500 Penalty: 3018.312744
	Iteration 64Q: 3 clusters Score -692736.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -692816.375000 Penalty: 3018.312744
	Iteration 65Q: 3 clusters Score -692816.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -692882.312500 Penalty: 3018.312744
	Iteration 66Q: 3 clusters Score -692882.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -692934.375000 Penalty: 3018.312744
	Iteration 67Q: 3 clusters Score -692934.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -692981.062500 Penalty: 3018.312744
	Iteration 68Q: 3 clusters Score -692981.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -693016.687500 Penalty: 3018.312744
	Iteration 69Q: 3 clusters Score -693016.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -693034.625000 Penalty: 3018.312744
	Iteration 70Q: 3 clusters Score -693034.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -693056.750000 Penalty: 3018.312744
	Iteration 71Q: 3 clusters Score -693056.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -693072.250000 Penalty: 3018.312744
	Iteration 72Q: 3 clusters Score -693072.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -693081.562500 Penalty: 3018.312744
	Iteration 73Q: 3 clusters Score -693081.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -693091.375000 Penalty: 3018.312744
	Iteration 74Q: 3 clusters Score -693091.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -693101.187500 Penalty: 3018.312744
	Iteration 75Q: 3 clusters Score -693101.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -693104.375000 Penalty: 3018.312744
	Iteration 76Q: 3 clusters Score -693104.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -693108.812500 Penalty: 3018.312744
	Iteration 77Q: 3 clusters Score -693108.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -693114.000000 Penalty: 3018.312744
	Iteration 78Q: 3 clusters Score -693114 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -693120.562500 Penalty: 3018.312744
	Iteration 79Q: 3 clusters Score -693120.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -693125.937500 Penalty: 3018.312744
	Iteration 80F: 3 clusters Score -693125.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -693131.812500 Penalty: 3018.312744
	Iteration 81Q: 3 clusters Score -693131.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -693131.750000 Penalty: 3018.312744
	Iteration 82Q: 3 clusters Score -693131.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -693135.812500 Penalty: 3018.312744
	Iteration 83Q: 3 clusters Score -693135.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -693140.062500 Penalty: 3018.312744
	Iteration 84Q: 3 clusters Score -693140.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -693142.500000 Penalty: 3018.312744
	Iteration 85Q: 3 clusters Score -693142.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -693144.500000 Penalty: 3018.312744
	Iteration 86Q: 3 clusters Score -693144.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -693146.687500 Penalty: 3018.312744
	Iteration 87Q: 3 clusters Score -693146.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -693149.125000 Penalty: 3018.312744
	Iteration 88Q: 3 clusters Score -693149.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -693152.562500 Penalty: 3018.312744
	Iteration 89Q: 3 clusters Score -693152.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -693152.500000 Penalty: 3018.312744
	Iteration 90Q: 3 clusters Score -693152.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -693156.937500 Penalty: 3018.312744
	Iteration 91Q: 3 clusters Score -693156.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -693161.312500 Penalty: 3018.312744
	Iteration 92Q: 3 clusters Score -693161.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -693163.000000 Penalty: 3018.312744
	Iteration 93Q: 3 clusters Score -693163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -693163.062500 Penalty: 3018.312744
	Iteration 94Q: 3 clusters Score -693163.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -693164.125000 Penalty: 3018.312744
	Iteration 95Q: 3 clusters Score -693164.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -693168.312500 Penalty: 3018.312744
	Iteration 96Q: 3 clusters Score -693168.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -693167.875000 Penalty: 3018.312744
	Iteration 97Q: 3 clusters Score -693167.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -693168.125000 Penalty: 3018.312744
	Iteration 98Q: 3 clusters Score -693168.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -693169.250000 Penalty: 3018.312744
	Iteration 99Q: 3 clusters Score -693169.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -693169.437500 Penalty: 3018.312744
	Iteration 100F: 3 clusters Score -693169.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -693167.875000 Penalty: 3018.312744
	Iteration 101Q: 3 clusters Score -693167.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -693170.187500 Penalty: 3018.312744
	Iteration 102Q: 3 clusters Score -693170.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -693171.687500 Penalty: 3018.312744
	Iteration 103Q: 3 clusters Score -693171.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -693172.187500 Penalty: 3018.312744
	Iteration 104Q: 3 clusters Score -693172.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -693172.187500 Penalty: 3018.312744
	Iteration 105F: 3 clusters Score -693172.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Entering Unmasked Estep 
Score: -311396.593750 Penalty: 1402.517944
	Iteration 0F: 2 clusters Score -311396.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -307029.187500 Penalty: 2805.035889
	Iteration 0F: 3 clusters Score -307029.2 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -308405.875000 Penalty: 2805.035889
	Iteration 1F: 3 clusters Score -308405.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -308657.531250 Penalty: 2805.035889
	Iteration 2F: 3 clusters Score -308657.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -308839.625000 Penalty: 2805.035889
	Iteration 3F: 3 clusters Score -308839.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -308982.625000 Penalty: 2805.035889
	Iteration 4Q: 3 clusters Score -308982.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -309107.437500 Penalty: 2805.035889
	Iteration 5Q: 3 clusters Score -309107.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -309235.312500 Penalty: 2805.035889
	Iteration 6Q: 3 clusters Score -309235.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -309354.906250 Penalty: 2805.035889
	Iteration 7Q: 3 clusters Score -309354.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -309480.562500 Penalty: 2805.035889
	Iteration 8Q: 3 clusters Score -309480.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -309605.812500 Penalty: 2805.035889
	Iteration 9Q: 3 clusters Score -309605.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -309719.156250 Penalty: 2805.035889
	Iteration 10Q: 3 clusters Score -309719.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -309826.156250 Penalty: 2805.035889
	Iteration 11Q: 3 clusters Score -309826.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -309919.062500 Penalty: 2805.035889
	Iteration 12Q: 3 clusters Score -309919.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -310005.437500 Penalty: 2805.035889
	Iteration 13Q: 3 clusters Score -310005.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -310063.656250 Penalty: 2805.035889
	Iteration 14Q: 3 clusters Score -310063.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -310107.812500 Penalty: 2805.035889
	Iteration 15Q: 3 clusters Score -310107.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -310147.156250 Penalty: 2805.035889
	Iteration 16Q: 3 clusters Score -310147.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -310181.187500 Penalty: 2805.035889
	Iteration 17Q: 3 clusters Score -310181.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -310208.187500 Penalty: 2805.035889
	Iteration 18Q: 3 clusters Score -310208.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -310227.281250 Penalty: 2805.035889
	Iteration 19Q: 3 clusters Score -310227.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -310241.093750 Penalty: 2805.035889
	Iteration 20F: 3 clusters Score -310241.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -310250.406250 Penalty: 2805.035889
	Iteration 21Q: 3 clusters Score -310250.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -310268.906250 Penalty: 2805.035889
	Iteration 22Q: 3 clusters Score -310268.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -310285.093750 Penalty: 2805.035889
	Iteration 23Q: 3 clusters Score -310285.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -310302.187500 Penalty: 2805.035889
	Iteration 24Q: 3 clusters Score -310302.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -310319.312500 Penalty: 2805.035889
	Iteration 25Q: 3 clusters Score -310319.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -310335.187500 Penalty: 2805.035889
	Iteration 26Q: 3 clusters Score -310335.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -310348.125000 Penalty: 2805.035889
	Iteration 27Q: 3 clusters Score -310348.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -310361.781250 Penalty: 2805.035889
	Iteration 28Q: 3 clusters Score -310361.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -310374.687500 Penalty: 2805.035889
	Iteration 29Q: 3 clusters Score -310374.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -310383.218750 Penalty: 2805.035889
	Iteration 30Q: 3 clusters Score -310383.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -310392.000000 Penalty: 2805.035889
	Iteration 31Q: 3 clusters Score -310392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -310400.000000 Penalty: 2805.035889
	Iteration 32Q: 3 clusters Score -310400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -310403.062500 Penalty: 2805.035889
	Iteration 33Q: 3 clusters Score -310403.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -310405.937500 Penalty: 2805.035889
	Iteration 34Q: 3 clusters Score -310405.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -310407.718750 Penalty: 2805.035889
	Iteration 35Q: 3 clusters Score -310407.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -310409.250000 Penalty: 2805.035889
	Iteration 36Q: 3 clusters Score -310409.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -310414.593750 Penalty: 2805.035889
	Iteration 37Q: 3 clusters Score -310414.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -310418.906250 Penalty: 2805.035889
	Iteration 38Q: 3 clusters Score -310418.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -310424.375000 Penalty: 2805.035889
	Iteration 39Q: 3 clusters Score -310424.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -310429.468750 Penalty: 2805.035889
	Iteration 40F: 3 clusters Score -310429.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -310435.500000 Penalty: 2805.035889
	Iteration 41Q: 3 clusters Score -310435.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -310442.593750 Penalty: 2805.035889
	Iteration 42Q: 3 clusters Score -310442.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -310446.625000 Penalty: 2805.035889
	Iteration 43Q: 3 clusters Score -310446.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -310448.562500 Penalty: 2805.035889
	Iteration 44Q: 3 clusters Score -310448.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -310449.031250 Penalty: 2805.035889
	Iteration 45Q: 3 clusters Score -310449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -310450.625000 Penalty: 2805.035889
	Iteration 46Q: 3 clusters Score -310450.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -310451.718750 Penalty: 2805.035889
	Iteration 47Q: 3 clusters Score -310451.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -310451.718750 Penalty: 2805.035889
	Iteration 48F: 3 clusters Score -310451.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Entering Unmasked Estep 
Score: -457428.687500 Penalty: 1446.869995
	Iteration 0F: 2 clusters Score -457428.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -451973.406250 Penalty: 2893.739990
	Iteration 0F: 3 clusters Score -451973.4 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -453723.718750 Penalty: 2893.739990
	Iteration 1F: 3 clusters Score -453723.7 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -453956.875000 Penalty: 2893.739990
	Iteration 2F: 3 clusters Score -453956.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -454156.187500 Penalty: 2893.739990
	Iteration 3F: 3 clusters Score -454156.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -454400.312500 Penalty: 2893.739990
	Iteration 4F: 3 clusters Score -454400.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -454678.562500 Penalty: 2893.739990
	Iteration 5F: 3 clusters Score -454678.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -454981.750000 Penalty: 2893.739990
	Iteration 6F: 3 clusters Score -454981.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -455317.375000 Penalty: 2893.739990
	Iteration 7F: 3 clusters Score -455317.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -455622.906250 Penalty: 2893.739990
	Iteration 8F: 3 clusters Score -455622.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -455875.781250 Penalty: 2893.739990
	Iteration 9Q: 3 clusters Score -455875.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -456051.718750 Penalty: 2893.739990
	Iteration 10Q: 3 clusters Score -456051.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -456146.468750 Penalty: 2893.739990
	Iteration 11Q: 3 clusters Score -456146.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -456199.187500 Penalty: 2893.739990
	Iteration 12Q: 3 clusters Score -456199.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -456248.718750 Penalty: 2893.739990
	Iteration 13Q: 3 clusters Score -456248.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -456281.250000 Penalty: 2893.739990
	Iteration 14Q: 3 clusters Score -456281.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -456297.406250 Penalty: 2893.739990
	Iteration 15Q: 3 clusters Score -456297.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -456306.062500 Penalty: 2893.739990
	Iteration 16Q: 3 clusters Score -456306.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -456312.593750 Penalty: 2893.739990
	Iteration 17Q: 3 clusters Score -456312.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -456319.875000 Penalty: 2893.739990
	Iteration 18Q: 3 clusters Score -456319.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -456324.093750 Penalty: 2893.739990
	Iteration 19Q: 3 clusters Score -456324.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -456329.718750 Penalty: 2893.739990
	Iteration 20F: 3 clusters Score -456329.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -456336.187500 Penalty: 2893.739990
	Iteration 21Q: 3 clusters Score -456336.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -456342.687500 Penalty: 2893.739990
	Iteration 22Q: 3 clusters Score -456342.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -456349.843750 Penalty: 2893.739990
	Iteration 23Q: 3 clusters Score -456349.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -456355.187500 Penalty: 2893.739990
	Iteration 24Q: 3 clusters Score -456355.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -456359.531250 Penalty: 2893.739990
	Iteration 25Q: 3 clusters Score -456359.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -456360.937500 Penalty: 2893.739990
	Iteration 26Q: 3 clusters Score -456360.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -456361.656250 Penalty: 2893.739990
	Iteration 27Q: 3 clusters Score -456361.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -456362.125000 Penalty: 2893.739990
	Iteration 28Q: 3 clusters Score -456362.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -456362.625000 Penalty: 2893.739990
	Iteration 29Q: 3 clusters Score -456362.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -456365.968750 Penalty: 2893.739990
	Iteration 30Q: 3 clusters Score -456366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -456368.343750 Penalty: 2893.739990
	Iteration 31Q: 3 clusters Score -456368.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -456370.187500 Penalty: 2893.739990
	Iteration 32Q: 3 clusters Score -456370.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -456371.218750 Penalty: 2893.739990
	Iteration 33Q: 3 clusters Score -456371.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -456374.000000 Penalty: 2893.739990
	Iteration 34Q: 3 clusters Score -456374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -456375.437500 Penalty: 2893.739990
	Iteration 35Q: 3 clusters Score -456375.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -456377.000000 Penalty: 2893.739990
	Iteration 36Q: 3 clusters Score -456377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -456378.375000 Penalty: 2893.739990
	Iteration 37Q: 3 clusters Score -456378.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -456378.781250 Penalty: 2893.739990
	Iteration 38Q: 3 clusters Score -456378.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -456378.781250 Penalty: 2893.739990
	Iteration 39F: 3 clusters Score -456378.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Entering Unmasked Estep 
Score: -475268.000000 Penalty: 1441.185791
	Iteration 0F: 2 clusters Score -475268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -469936.343750 Penalty: 2882.371582
	Iteration 0F: 3 clusters Score -469936.3 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -471475.687500 Penalty: 2882.371582
	Iteration 1F: 3 clusters Score -471475.7 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -471703.500000 Penalty: 2882.371582
	Iteration 2F: 3 clusters Score -471703.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -471861.062500 Penalty: 2882.371582
	Iteration 3F: 3 clusters Score -471861.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -471981.843750 Penalty: 2882.371582
	Iteration 4Q: 3 clusters Score -471981.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -472106.312500 Penalty: 2882.371582
	Iteration 5Q: 3 clusters Score -472106.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -472250.187500 Penalty: 2882.371582
	Iteration 6Q: 3 clusters Score -472250.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -472429.468750 Penalty: 2882.371582
	Iteration 7Q: 3 clusters Score -472429.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -472647.062500 Penalty: 2882.371582
	Iteration 8Q: 3 clusters Score -472647.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -472929.812500 Penalty: 2882.371582
	Iteration 9Q: 3 clusters Score -472929.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -473236.000000 Penalty: 2882.371582
	Iteration 10F: 3 clusters Score -473236 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -473499.562500 Penalty: 2882.371582
	Iteration 11Q: 3 clusters Score -473499.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -473694.906250 Penalty: 2882.371582
	Iteration 12Q: 3 clusters Score -473694.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -473834.812500 Penalty: 2882.371582
	Iteration 13Q: 3 clusters Score -473834.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -473926.906250 Penalty: 2882.371582
	Iteration 14Q: 3 clusters Score -473926.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -473984.750000 Penalty: 2882.371582
	Iteration 15Q: 3 clusters Score -473984.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -474030.937500 Penalty: 2882.371582
	Iteration 16Q: 3 clusters Score -474030.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -474071.843750 Penalty: 2882.371582
	Iteration 17Q: 3 clusters Score -474071.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -474098.281250 Penalty: 2882.371582
	Iteration 18Q: 3 clusters Score -474098.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -474116.531250 Penalty: 2882.371582
	Iteration 19Q: 3 clusters Score -474116.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -474134.687500 Penalty: 2882.371582
	Iteration 20F: 3 clusters Score -474134.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -474148.281250 Penalty: 2882.371582
	Iteration 21Q: 3 clusters Score -474148.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -474153.625000 Penalty: 2882.371582
	Iteration 22Q: 3 clusters Score -474153.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -474162.062500 Penalty: 2882.371582
	Iteration 23Q: 3 clusters Score -474162.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -474167.656250 Penalty: 2882.371582
	Iteration 24Q: 3 clusters Score -474167.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -474172.281250 Penalty: 2882.371582
	Iteration 25Q: 3 clusters Score -474172.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -474176.281250 Penalty: 2882.371582
	Iteration 26Q: 3 clusters Score -474176.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -474178.593750 Penalty: 2882.371582
	Iteration 27Q: 3 clusters Score -474178.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -474184.343750 Penalty: 2882.371582
	Iteration 28Q: 3 clusters Score -474184.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -474187.343750 Penalty: 2882.371582
	Iteration 29Q: 3 clusters Score -474187.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -474188.437500 Penalty: 2882.371582
	Iteration 30Q: 3 clusters Score -474188.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -474188.875000 Penalty: 2882.371582
	Iteration 31Q: 3 clusters Score -474188.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -474189.937500 Penalty: 2882.371582
	Iteration 32Q: 3 clusters Score -474189.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -474189.531250 Penalty: 2882.371582
	Iteration 33Q: 3 clusters Score -474189.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -474189.906250 Penalty: 2882.371582
	Iteration 34Q: 3 clusters Score -474189.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -474190.218750 Penalty: 2882.371582
	Iteration 35Q: 3 clusters Score -474190.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -474189.687500 Penalty: 2882.371582
	Iteration 36Q: 3 clusters Score -474189.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -474190.500000 Penalty: 2882.371582
	Iteration 37Q: 3 clusters Score -474190.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -474191.625000 Penalty: 2882.371582
	Iteration 38Q: 3 clusters Score -474191.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -474191.781250 Penalty: 2882.371582
	Iteration 39Q: 3 clusters Score -474191.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -474191.781250 Penalty: 2882.371582
	Iteration 40F: 3 clusters Score -474191.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Entering Unmasked Estep 
Score: -101440.687500 Penalty: 1210.732422
	Iteration 0F: 2 clusters Score -101440.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -99497.132812 Penalty: 2421.464844
	Iteration 0F: 3 clusters Score -99497.13 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -99884.312500 Penalty: 2421.464844
	Iteration 1F: 3 clusters Score -99884.31 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -99965.851562 Penalty: 2421.464844
	Iteration 2F: 3 clusters Score -99965.85 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -100014.179688 Penalty: 2421.464844
	Iteration 3Q: 3 clusters Score -100014.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -100045.640625 Penalty: 2421.464844
	Iteration 4Q: 3 clusters Score -100045.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -100069.273438 Penalty: 2421.464844
	Iteration 5Q: 3 clusters Score -100069.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -100089.437500 Penalty: 2421.464844
	Iteration 6Q: 3 clusters Score -100089.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -100106.375000 Penalty: 2421.464844
	Iteration 7Q: 3 clusters Score -100106.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -100127.031250 Penalty: 2421.464844
	Iteration 8Q: 3 clusters Score -100127 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -100145.039062 Penalty: 2421.464844
	Iteration 9Q: 3 clusters Score -100145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -100159.156250 Penalty: 2421.464844
	Iteration 10Q: 3 clusters Score -100159.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -100172.687500 Penalty: 2421.464844
	Iteration 11Q: 3 clusters Score -100172.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -100181.968750 Penalty: 2421.464844
	Iteration 12Q: 3 clusters Score -100182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -100192.695312 Penalty: 2421.464844
	Iteration 13Q: 3 clusters Score -100192.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -100201.070312 Penalty: 2421.464844
	Iteration 14Q: 3 clusters Score -100201.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -100207.257812 Penalty: 2421.464844
	Iteration 15Q: 3 clusters Score -100207.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -100212.046875 Penalty: 2421.464844
	Iteration 16Q: 3 clusters Score -100212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -100217.585938 Penalty: 2421.464844
	Iteration 17Q: 3 clusters Score -100217.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -100226.406250 Penalty: 2421.464844
	Iteration 18Q: 3 clusters Score -100226.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -100233.796875 Penalty: 2421.464844
	Iteration 19Q: 3 clusters Score -100233.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -100237.421875 Penalty: 2421.464844
	Iteration 20F: 3 clusters Score -100237.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -100238.851562 Penalty: 2421.464844
	Iteration 21Q: 3 clusters Score -100238.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -100241.867188 Penalty: 2421.464844
	Iteration 22Q: 3 clusters Score -100241.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -100244.484375 Penalty: 2421.464844
	Iteration 23Q: 3 clusters Score -100244.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -100246.726562 Penalty: 2421.464844
	Iteration 24Q: 3 clusters Score -100246.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -100249.898438 Penalty: 2421.464844
	Iteration 25Q: 3 clusters Score -100249.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -100250.742188 Penalty: 2421.464844
	Iteration 26Q: 3 clusters Score -100250.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -100251.757812 Penalty: 2421.464844
	Iteration 27Q: 3 clusters Score -100251.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -100252.234375 Penalty: 2421.464844
	Iteration 28Q: 3 clusters Score -100252.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -100252.617188 Penalty: 2421.464844
	Iteration 29Q: 3 clusters Score -100252.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -100252.914062 Penalty: 2421.464844
	Iteration 30Q: 3 clusters Score -100252.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -100252.914062 Penalty: 2421.464844
	Iteration 31F: 3 clusters Score -100252.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Entering Unmasked Estep 
Score: -692584.125000 Penalty: 1503.131836
	Iteration 0F: 2 clusters Score -692584.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -685169.812500 Penalty: 3006.263672
	Iteration 0F: 3 clusters Score -685169.8 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -687531.187500 Penalty: 3006.263672
	Iteration 1F: 3 clusters Score -687531.2 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -687808.125000 Penalty: 3006.263672
	Iteration 2F: 3 clusters Score -687808.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -688043.062500 Penalty: 3006.263672
	Iteration 3F: 3 clusters Score -688043.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -688281.187500 Penalty: 3006.263672
	Iteration 4Q: 3 clusters Score -688281.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -688542.937500 Penalty: 3006.263672
	Iteration 5Q: 3 clusters Score -688542.9 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -688869.812500 Penalty: 3006.263672
	Iteration 6F: 3 clusters Score -688869.8 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -689265.187500 Penalty: 3006.263672
	Iteration 7F: 3 clusters Score -689265.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -689704.750000 Penalty: 3006.263672
	Iteration 8F: 3 clusters Score -689704.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -690156.000000 Penalty: 3006.263672
	Iteration 9F: 3 clusters Score -690156 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -690563.437500 Penalty: 3006.263672
	Iteration 10Q: 3 clusters Score -690563.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -690827.312500 Penalty: 3006.263672
	Iteration 11Q: 3 clusters Score -690827.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -690994.250000 Penalty: 3006.263672
	Iteration 12Q: 3 clusters Score -690994.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -691088.812500 Penalty: 3006.263672
	Iteration 13Q: 3 clusters Score -691088.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -691148.125000 Penalty: 3006.263672
	Iteration 14Q: 3 clusters Score -691148.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -691198.000000 Penalty: 3006.263672
	Iteration 15Q: 3 clusters Score -691198 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -691233.875000 Penalty: 3006.263672
	Iteration 16Q: 3 clusters Score -691233.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -691272.875000 Penalty: 3006.263672
	Iteration 17Q: 3 clusters Score -691272.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -691297.687500 Penalty: 3006.263672
	Iteration 18Q: 3 clusters Score -691297.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -691324.062500 Penalty: 3006.263672
	Iteration 19Q: 3 clusters Score -691324.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -691338.500000 Penalty: 3006.263672
	Iteration 20F: 3 clusters Score -691338.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -691352.687500 Penalty: 3006.263672
	Iteration 21Q: 3 clusters Score -691352.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -691364.125000 Penalty: 3006.263672
	Iteration 22Q: 3 clusters Score -691364.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -691372.875000 Penalty: 3006.263672
	Iteration 23Q: 3 clusters Score -691372.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -691376.062500 Penalty: 3006.263672
	Iteration 24Q: 3 clusters Score -691376.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -691380.187500 Penalty: 3006.263672
	Iteration 25Q: 3 clusters Score -691380.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -691381.562500 Penalty: 3006.263672
	Iteration 26Q: 3 clusters Score -691381.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -691384.937500 Penalty: 3006.263672
	Iteration 27Q: 3 clusters Score -691384.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -691385.375000 Penalty: 3006.263672
	Iteration 28Q: 3 clusters Score -691385.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -691387.687500 Penalty: 3006.263672
	Iteration 29Q: 3 clusters Score -691387.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -691388.437500 Penalty: 3006.263672
	Iteration 30Q: 3 clusters Score -691388.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -691389.062500 Penalty: 3006.263672
	Iteration 31Q: 3 clusters Score -691389.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -691388.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -691389.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -691389.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -691389.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -691388.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -691388.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -691388.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -691388.687500 Penalty: 3006.263672
	Iteration 39Q: 3 clusters Score -691388.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -691388.687500 Penalty: 3006.263672
	Iteration 40F: 3 clusters Score -691388.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76369 members 
Mstep: Class 2 contains 1957 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 476681 members 
Mstep: Class 5 contains 6208 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 10958 members 
Mstep: Class 8 contains 1854 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 30226 members 
Mstep: Class 11 contains 6092 members 
Mstep: Class 12 contains 9139 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 10798 members 
Mstep: Class 15 contains 5602 members 
Mstep: Class 16 contains 7360 members 
Mstep: Class 17 contains 7107 members 
Mstep: Class 18 contains 1721 members 
Mstep: Class 20 contains 10405 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 170F: 21 clusters Score -4.219797e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76412 members 
Mstep: Class 2 contains 1966 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 476402 members 
Mstep: Class 5 contains 6205 members 
Mstep: Class 6 contains 4299 members 
Mstep: Class 7 contains 10958 members 
Mstep: Class 8 contains 1856 members 
Mstep: Class 9 contains 2780 members 
Mstep: Class 10 contains 30320 members 
Mstep: Class 11 contains 6082 members 
Mstep: Class 12 contains 9131 members 
Mstep: Class 13 contains 5315 members 
Mstep: Class 14 contains 10786 members 
Mstep: Class 15 contains 5601 members 
Mstep: Class 16 contains 7413 members 
Mstep: Class 17 contains 7126 members 
Mstep: Class 18 contains 1722 members 
Mstep: Class 19 contains 4150 members 
Mstep: Class 20 contains 10404 members 
Entering Unmasked Estep 
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Iteration 171Q: 21 clusters Score -4.219805e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76434 members 
Mstep: Class 2 contains 1970 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 476204 members 
Mstep: Class 5 contains 6199 members 
Mstep: Class 6 contains 4314 members 
Mstep: Class 7 contains 10953 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 2774 members 
Mstep: Class 10 contains 30414 members 
Mstep: Class 11 contains 6082 members 
Mstep: Class 12 contains 9127 members 
Mstep: Class 13 contains 5319 members 
Mstep: Class 14 contains 10778 members 
Mstep: Class 15 contains 5602 members 
Mstep: Class 16 contains 7453 members 
Mstep: Class 17 contains 7134 members 
Mstep: Class 18 contains 1722 members 
Mstep: Class 19 contains 4196 members 
Mstep: Class 20 contains 10395 members 
Entering Unmasked Estep 
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Iteration 172Q: 21 clusters Score -4.219806e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76439 members 
Mstep: Class 2 contains 1975 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 476068 members 
Mstep: Class 5 contains 6197 members 
Mstep: Class 6 contains 4328 members 
Mstep: Class 7 contains 10949 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 2768 members 
Mstep: Class 10 contains 30483 members 
Mstep: Class 11 contains 6084 members 
Mstep: Class 12 contains 9121 members 
Mstep: Class 13 contains 5324 members 
Mstep: Class 14 contains 10771 members 
Mstep: Class 15 contains 5600 members 
Mstep: Class 16 contains 7472 members 
Mstep: Class 17 contains 7137 members 
Mstep: Class 18 contains 1723 members 
Mstep: Class 19 contains 4230 members 
Mstep: Class 20 contains 10401 members 
Entering Unmasked Estep 
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Iteration 173Q: 21 clusters Score -4.219811e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76443 members 
Mstep: Class 2 contains 1981 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 475966 members 
Mstep: Class 5 contains 6198 members 
Mstep: Class 6 contains 4341 members 
Mstep: Class 7 contains 10949 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 2764 members 
Mstep: Class 10 contains 30522 members 
Mstep: Class 11 contains 6088 members 
Mstep: Class 12 contains 9122 members 
Mstep: Class 13 contains 5321 members 
Mstep: Class 14 contains 10770 members 
Mstep: Class 15 contains 5600 members 
Mstep: Class 16 contains 7483 members 
Mstep: Class 17 contains 7142 members 
Mstep: Class 18 contains 1724 members 
Mstep: Class 19 contains 4257 members 
Mstep: Class 20 contains 10399 members 
Entering Unmasked Estep 
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Iteration 174Q: 21 clusters Score -4.219816e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76444 members 
Mstep: Class 2 contains 1983 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 475881 members 
Mstep: Class 5 contains 6197 members 
Mstep: Class 6 contains 4358 members 
Mstep: Class 7 contains 10947 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 2760 members 
Mstep: Class 10 contains 30560 members 
Mstep: Class 11 contains 6094 members 
Mstep: Class 12 contains 9130 members 
Mstep: Class 13 contains 5320 members 
Mstep: Class 14 contains 10768 members 
Mstep: Class 15 contains 5597 members 
Mstep: Class 16 contains 7491 members 
Mstep: Class 17 contains 7144 members 
Mstep: Class 18 contains 1723 members 
Mstep: Class 19 contains 4274 members 
Mstep: Class 20 contains 10399 members 
Entering Unmasked Estep 
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Iteration 175Q: 21 clusters Score -4.219822e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76449 members 
Mstep: Class 2 contains 1984 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 475795 members 
Mstep: Class 5 contains 6200 members 
Mstep: Class 6 contains 4374 members 
Mstep: Class 7 contains 10943 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 30602 members 
Mstep: Class 11 contains 6096 members 
Mstep: Class 12 contains 9133 members 
Mstep: Class 13 contains 5320 members 
Mstep: Class 14 contains 10768 members 
Mstep: Class 15 contains 5594 members 
Mstep: Class 16 contains 7493 members 
Mstep: Class 17 contains 7148 members 
Mstep: Class 18 contains 1721 members 
Mstep: Class 19 contains 4296 members 
Mstep: Class 20 contains 10398 members 
Entering Unmasked Estep 
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Iteration 176Q: 21 clusters Score -4.219812e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76449 members 
Mstep: Class 2 contains 1986 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 475720 members 
Mstep: Class 5 contains 6199 members 
Mstep: Class 6 contains 4391 members 
Mstep: Class 7 contains 10940 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 2748 members 
Mstep: Class 10 contains 30638 members 
Mstep: Class 11 contains 6098 members 
Mstep: Class 12 contains 9137 members 
Mstep: Class 13 contains 5320 members 
Mstep: Class 14 contains 10767 members 
Mstep: Class 15 contains 5594 members 
Mstep: Class 16 contains 7499 members 
Mstep: Class 17 contains 7156 members 
Mstep: Class 18 contains 1720 members 
Mstep: Class 19 contains 4310 members 
Mstep: Class 20 contains 10397 members 
Entering Unmasked Estep 
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Iteration 177Q: 21 clusters Score -4.219814e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76450 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 1420 members 
Mstep: Class 4 contains 475654 members 
Mstep: Class 5 contains 6198 members 
Mstep: Class 6 contains 4405 members 
Mstep: Class 7 contains 10940 members 
Mstep: Class 8 contains 1860 members 
Mstep: Class 9 contains 2742 members 
Mstep: Class 10 contains 30665 members 
Mstep: Class 11 contains 6102 members 
Mstep: Class 12 contains 9140 members 
Mstep: Class 13 contains 5319 members 
Mstep: Class 14 contains 10766 members 
Mstep: Class 15 contains 5593 members 
Mstep: Class 16 contains 7504 members 
Mstep: Class 17 contains 7161 members 
Mstep: Class 18 contains 1720 members 
Mstep: Class 19 contains 4325 members 
Mstep: Class 20 contains 10396 members 
Entering Unmasked Estep 
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Iteration 178Q: 21 clusters Score -4.219818e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76450 members 
Mstep: Class 2 contains 1988 members 
Mstep: Class 3 contains 1420 members 
Mstep: Class 4 contains 475604 members 
Mstep: Class 5 contains 6198 members 
Mstep: Class 6 contains 4410 members 
Mstep: Class 7 contains 10940 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 10 contains 30692 members 
Mstep: Class 11 contains 6103 members 
Mstep: Class 12 contains 9144 members 
Mstep: Class 13 contains 5317 members 
Mstep: Class 14 contains 10765 members 
Mstep: Class 15 contains 5593 members 
Mstep: Class 16 contains 7507 members 
Mstep: Class 17 contains 7166 members 
Mstep: Class 18 contains 1719 members 
Mstep: Class 19 contains 4336 members 
Mstep: Class 20 contains 10397 members 
Entering Unmasked Estep 
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Iteration 179Q: 21 clusters Score -4.219811e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76451 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 1420 members 
Mstep: Class 4 contains 475562 members 
Mstep: Class 5 contains 6198 members 
Mstep: Class 6 contains 4414 members 
Mstep: Class 7 contains 10939 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 30714 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 9147 members 
Mstep: Class 13 contains 5317 members 
Mstep: Class 14 contains 10764 members 
Mstep: Class 15 contains 5591 members 
Mstep: Class 16 contains 7510 members 
Mstep: Class 17 contains 7169 members 
Mstep: Class 18 contains 1718 members 
Mstep: Class 19 contains 4344 members 
Mstep: Class 20 contains 10398 members 
Entering Unmasked Estep 
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Iteration 180F: 21 clusters Score -4.219809e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76452 members 
Mstep: Class 2 contains 1990 members 
Mstep: Class 3 contains 1420 members 
Mstep: Class 4 contains 475521 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 10939 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 2734 members 
Mstep: Class 10 contains 30723 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 9152 members 
Mstep: Class 13 contains 5317 members 
Mstep: Class 14 contains 10762 members 
Mstep: Class 15 contains 5591 members 
Mstep: Class 16 contains 7516 members 
Mstep: Class 17 contains 7175 members 
Mstep: Class 18 contains 1717 members 
Mstep: Class 19 contains 4356 members 
Mstep: Class 20 contains 10397 members 
Entering Unmasked Estep 
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Iteration 181Q: 21 clusters Score -4.219811e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 1420 members 
Mstep: Class 4 contains 475494 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 6 contains 4428 members 
Mstep: Class 7 contains 10939 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 2733 members 
Mstep: Class 10 contains 30727 members 
Mstep: Class 11 contains 6103 members 
Mstep: Class 12 contains 9159 members 
Mstep: Class 13 contains 5317 members 
Mstep: Class 14 contains 10761 members 
Mstep: Class 15 contains 5590 members 
Mstep: Class 16 contains 7517 members 
Mstep: Class 17 contains 7177 members 
Mstep: Class 18 contains 1717 members 
Mstep: Class 19 contains 4362 members 
Mstep: Class 20 contains 10400 members 
Entering Unmasked Estep 
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Iteration 182Q: 21 clusters Score -4.219813e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 1420 members 
Mstep: Class 4 contains 475459 members 
Mstep: Class 5 contains 6195 members 
Mstep: Class 6 contains 4436 members 
Mstep: Class 7 contains 10939 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 2734 members 
Mstep: Class 10 contains 30735 members 
Mstep: Class 11 contains 6102 members 
Mstep: Class 12 contains 9164 members 
Mstep: Class 13 contains 5317 members 
Mstep: Class 14 contains 10760 members 
Mstep: Class 15 contains 5591 members 
Mstep: Class 16 contains 7520 members 
Mstep: Class 17 contains 7180 members 
Mstep: Class 18 contains 1718 members 
Mstep: Class 19 contains 4370 members 
Mstep: Class 20 contains 10399 members 
Entering Unmasked Estep 
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Iteration 183Q: 21 clusters Score -4.219809e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 1420 members 
Mstep: Class 4 contains 475423 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 6 contains 4439 members 
Mstep: Class 7 contains 10939 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 30753 members 
Mstep: Class 11 contains 6102 members 
Mstep: Class 12 contains 9166 members 
Mstep: Class 13 contains 5317 members 
Mstep: Class 14 contains 10760 members 
Mstep: Class 15 contains 5591 members 
Mstep: Class 16 contains 7525 members 
Mstep: Class 17 contains 7181 members 
Mstep: Class 18 contains 1718 members 
Mstep: Class 19 contains 4376 members 
Mstep: Class 20 contains 10398 members 
Entering Unmasked Estep 
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Iteration 184Q: 21 clusters Score -4.219808e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 1420 members 
Mstep: Class 4 contains 475386 members 
Mstep: Class 5 contains 6195 members 
Mstep: Class 6 contains 4450 members 
Mstep: Class 7 contains 10939 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 30772 members 
Mstep: Class 11 contains 6102 members 
Mstep: Class 12 contains 9168 members 
Mstep: Class 13 contains 5317 members 
Mstep: Class 14 contains 10759 members 
Mstep: Class 15 contains 5591 members 
Mstep: Class 16 contains 7526 members 
Mstep: Class 17 contains 7181 members 
Mstep: Class 18 contains 1718 members 
Mstep: Class 19 contains 4381 members 
Mstep: Class 20 contains 10399 members 
Entering Unmasked Estep 
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Iteration 185Q: 21 clusters Score -4.219812e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76452 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 1420 members 
Mstep: Class 4 contains 475356 members 
Mstep: Class 5 contains 6194 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 10938 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 30783 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 9175 members 
Mstep: Class 13 contains 5317 members 
Mstep: Class 14 contains 10759 members 
Mstep: Class 15 contains 5590 members 
Mstep: Class 16 contains 7530 members 
Mstep: Class 17 contains 7181 members 
Mstep: Class 18 contains 1718 members 
Mstep: Class 19 contains 4384 members 
Mstep: Class 20 contains 10400 members 
Entering Unmasked Estep 
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Iteration 186Q: 21 clusters Score -4.219812e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76452 members 
Mstep: Class 2 contains 1993 members 
Mstep: Class 3 contains 1421 members 
Mstep: Class 4 contains 475328 members 
Mstep: Class 5 contains 6193 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 10936 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 30792 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 9176 members 
Mstep: Class 13 contains 5317 members 
Mstep: Class 14 contains 10758 members 
Mstep: Class 15 contains 5589 members 
Mstep: Class 16 contains 7535 members 
Mstep: Class 17 contains 7182 members 
Mstep: Class 18 contains 1719 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 20 contains 10398 members 
Entering Unmasked Estep 
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Iteration 187Q: 21 clusters Score -4.219813e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76452 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 475307 members 
Mstep: Class 5 contains 6192 members 
Mstep: Class 6 contains 4487 members 
Mstep: Class 7 contains 10934 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 30795 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 9177 members 
Mstep: Class 13 contains 5316 members 
Mstep: Class 14 contains 10757 members 
Mstep: Class 15 contains 5590 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 7182 members 
Mstep: Class 18 contains 1718 members 
Mstep: Class 19 contains 4392 members 
Mstep: Class 20 contains 10397 members 
Entering Unmasked Estep 
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Iteration 188Q: 21 clusters Score -4.219814e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 1423 members 
Mstep: Class 4 contains 475281 members 
Mstep: Class 5 contains 6191 members 
Mstep: Class 6 contains 4500 members 
Mstep: Class 7 contains 10932 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 30802 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 9176 members 
Mstep: Class 13 contains 5316 members 
Mstep: Class 14 contains 10757 members 
Mstep: Class 15 contains 5590 members 
Mstep: Class 16 contains 7543 members 
Mstep: Class 17 contains 7182 members 
Mstep: Class 18 contains 1717 members 
Mstep: Class 19 contains 4395 members 
Mstep: Class 20 contains 10398 members 
Entering Unmasked Estep 
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Iteration 189Q: 21 clusters Score -4.219814e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76452 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 475253 members 
Mstep: Class 5 contains 6190 members 
Mstep: Class 6 contains 4510 members 
Mstep: Class 7 contains 10931 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 30811 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 9178 members 
Mstep: Class 13 contains 5316 members 
Mstep: Class 14 contains 10758 members 
Mstep: Class 15 contains 5589 members 
Mstep: Class 16 contains 7546 members 
Mstep: Class 17 contains 7182 members 
Mstep: Class 18 contains 1715 members 
Mstep: Class 19 contains 4402 members 
Mstep: Class 20 contains 10399 members 
Entering Unmasked Estep 
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Iteration 190Q: 21 clusters Score -4.219811e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 475235 members 
Mstep: Class 5 contains 6190 members 
Mstep: Class 6 contains 4520 members 
Mstep: Class 7 contains 10930 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 30816 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 9176 members 
Mstep: Class 13 contains 5316 members 
Mstep: Class 14 contains 10758 members 
Mstep: Class 15 contains 5588 members 
Mstep: Class 16 contains 7549 members 
Mstep: Class 17 contains 7182 members 
Mstep: Class 18 contains 1715 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 10399 members 
Entering Unmasked Estep 
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Iteration 191Q: 21 clusters Score -4.219813e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 475211 members 
Mstep: Class 5 contains 6190 members 
Mstep: Class 6 contains 4533 members 
Mstep: Class 7 contains 10930 members 
Mstep: Class 8 contains 1864 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 30821 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 9177 members 
Mstep: Class 13 contains 5316 members 
Mstep: Class 14 contains 10758 members 
Mstep: Class 15 contains 5588 members 
Mstep: Class 16 contains 7550 members 
Mstep: Class 17 contains 7182 members 
Mstep: Class 18 contains 1715 members 
Mstep: Class 19 contains 4409 members 
Mstep: Class 20 contains 10398 members 
Entering Unmasked Estep 
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Iteration 192Q: 21 clusters Score -4.219815e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 475196 members 
Mstep: Class 5 contains 6190 members 
Mstep: Class 6 contains 4541 members 
Mstep: Class 7 contains 10930 members 
Mstep: Class 8 contains 1866 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 30825 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 9177 members 
Mstep: Class 13 contains 5316 members 
Mstep: Class 14 contains 10758 members 
Mstep: Class 15 contains 5588 members 
Mstep: Class 16 contains 7551 members 
Mstep: Class 17 contains 7182 members 
Mstep: Class 18 contains 1715 members 
Mstep: Class 19 contains 4410 members 
Mstep: Class 20 contains 10397 members 
Entering Unmasked Estep 
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Iteration 193Q: 21 clusters Score -4.219819e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 475190 members 
Mstep: Class 5 contains 6190 members 
Mstep: Class 6 contains 4542 members 
Mstep: Class 7 contains 10930 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 30829 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 9177 members 
Mstep: Class 13 contains 5316 members 
Mstep: Class 14 contains 10758 members 
Mstep: Class 15 contains 5588 members 
Mstep: Class 16 contains 7552 members 
Mstep: Class 17 contains 7182 members 
Mstep: Class 18 contains 1715 members 
Mstep: Class 19 contains 4411 members 
Mstep: Class 20 contains 10395 members 
Entering Unmasked Estep 
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Score: -42198200.000000 Penalty: 43648.683594
Iteration 194Q: 21 clusters Score -4.21982e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 475176 members 
Mstep: Class 5 contains 6190 members 
Mstep: Class 6 contains 4542 members 
Mstep: Class 7 contains 10930 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 30839 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 9177 members 
Mstep: Class 13 contains 5316 members 
Mstep: Class 14 contains 10758 members 
Mstep: Class 15 contains 5588 members 
Mstep: Class 16 contains 7554 members 
Mstep: Class 17 contains 7182 members 
Mstep: Class 18 contains 1715 members 
Mstep: Class 19 contains 4414 members 
Mstep: Class 20 contains 10394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198192.000000 Penalty: 43648.683594
Iteration 195Q: 21 clusters Score -4.219819e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 475166 members 
Mstep: Class 5 contains 6190 members 
Mstep: Class 6 contains 4542 members 
Mstep: Class 7 contains 10930 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 30848 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 9177 members 
Mstep: Class 13 contains 5316 members 
Mstep: Class 14 contains 10758 members 
Mstep: Class 15 contains 5588 members 
Mstep: Class 16 contains 7554 members 
Mstep: Class 17 contains 7182 members 
Mstep: Class 18 contains 1715 members 
Mstep: Class 19 contains 4417 members 
Mstep: Class 20 contains 10392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198216.000000 Penalty: 43648.683594
Iteration 196Q: 21 clusters Score -4.219822e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 475158 members 
Mstep: Class 5 contains 6190 members 
Mstep: Class 6 contains 4542 members 
Mstep: Class 7 contains 10930 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 30852 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 9177 members 
Mstep: Class 13 contains 5316 members 
Mstep: Class 14 contains 10758 members 
Mstep: Class 15 contains 5588 members 
Mstep: Class 16 contains 7554 members 
Mstep: Class 17 contains 7182 members 
Mstep: Class 18 contains 1715 members 
Mstep: Class 19 contains 4421 members 
Mstep: Class 20 contains 10392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198216.000000 Penalty: 43648.683594
Iteration 197Q: 21 clusters Score -4.219822e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 475148 members 
Mstep: Class 5 contains 6190 members 
Mstep: Class 6 contains 4542 members 
Mstep: Class 7 contains 10930 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 30857 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 9177 members 
Mstep: Class 13 contains 5315 members 
Mstep: Class 14 contains 10758 members 
Mstep: Class 15 contains 5588 members 
Mstep: Class 16 contains 7554 members 
Mstep: Class 17 contains 7182 members 
Mstep: Class 18 contains 1715 members 
Mstep: Class 19 contains 4427 members 
Mstep: Class 20 contains 10392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198212.000000 Penalty: 43648.683594
Iteration 198Q: 21 clusters Score -4.219821e+07 nChanged 11
Entering ConstructFrom: 
Score: -42198212.000000 Penalty: 43648.683594
Entering ConstructFrom: 
Trying to split cluster 1 (76453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76453 members 
Entering Unmasked Estep 
Score: -4808267.500000 Penalty: 1827.220093
	Iteration 0F: 2 clusters Score -4808268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -4757252.500000 Penalty: 3654.440186
	Iteration 0F: 3 clusters Score -4757252 nChanged 36314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -4777926.500000 Penalty: 3654.440186
	Iteration 1F: 3 clusters Score -4777926 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -4778734.500000 Penalty: 3654.440186
	Iteration 2Q: 3 clusters Score -4778734 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -4779795.500000 Penalty: 3654.440186
	Iteration 3Q: 3 clusters Score -4779796 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -4781286.000000 Penalty: 3654.440186
	Iteration 4Q: 3 clusters Score -4781286 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33879 members 
Mstep: Class 2 contains 42574 members 
Entering Unmasked Estep 
Score: -4783111.500000 Penalty: 3654.440186
	Iteration 5F: 3 clusters Score -4783112 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -4785102.500000 Penalty: 3654.440186
	Iteration 6F: 3 clusters Score -4785102 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -4786892.500000 Penalty: 3654.440186
	Iteration 7F: 3 clusters Score -4786892 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 49244 members 
Entering Unmasked Estep 
Score: -4788435.500000 Penalty: 3654.440186
	Iteration 8Q: 3 clusters Score -4788436 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 51845 members 
Entering Unmasked Estep 
Score: -4789854.000000 Penalty: 3654.440186
	Iteration 9Q: 3 clusters Score -4789854 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 54773 members 
Entering Unmasked Estep 
Score: -4791384.000000 Penalty: 3654.440186
	Iteration 10Q: 3 clusters Score -4791384 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 57970 members 
Entering Unmasked Estep 
Score: -4793070.000000 Penalty: 3654.440186
	Iteration 11Q: 3 clusters Score -4793070 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 61342 members 
Entering Unmasked Estep 
Score: -4794986.500000 Penalty: 3654.440186
	Iteration 12Q: 3 clusters Score -4794986 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 64720 members 
Entering Unmasked Estep 
Score: -4797083.500000 Penalty: 3654.440186
	Iteration 13Q: 3 clusters Score -4797084 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 67995 members 
Entering Unmasked Estep 
Score: -4799349.000000 Penalty: 3654.440186
	Iteration 14Q: 3 clusters Score -4799349 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 70910 members 
Entering Unmasked Estep 
Score: -4801580.500000 Penalty: 3654.440186
	Iteration 15Q: 3 clusters Score -4801580 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 73320 members 
Entering Unmasked Estep 
Score: -4803663.000000 Penalty: 3654.440186
	Iteration 16Q: 3 clusters Score -4803663 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 74927 members 
Entering Unmasked Estep 
Score: -4805160.500000 Penalty: 3654.440186
	Iteration 17Q: 3 clusters Score -4805160 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 75764 members 
Entering Unmasked Estep 
Score: -4805980.500000 Penalty: 3654.440186
	Iteration 18Q: 3 clusters Score -4805980 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 76099 members 
Entering Unmasked Estep 
Score: -4806341.500000 Penalty: 3654.440186
	Iteration 19Q: 3 clusters Score -4806342 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 76203 members 
Entering Unmasked Estep 
Score: -4806467.000000 Penalty: 3654.440186
	Iteration 20F: 3 clusters Score -4806467 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 76250 members 
Entering Unmasked Estep 
Score: -4806539.500000 Penalty: 3654.440186
	Iteration 21Q: 3 clusters Score -4806540 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 76277 members 
Entering Unmasked Estep 
Score: -4806595.500000 Penalty: 3654.440186
	Iteration 22Q: 3 clusters Score -4806596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 76286 members 
Entering Unmasked Estep 
Score: -4806622.500000 Penalty: 3654.440186
	Iteration 23Q: 3 clusters Score -4806622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 76293 members 
Entering Unmasked Estep 
Score: -4806639.500000 Penalty: 3654.440186
	Iteration 24Q: 3 clusters Score -4806640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 76293 members 
Entering Unmasked Estep 
Score: -4806646.500000 Penalty: 3654.440186
	Iteration 25Q: 3 clusters Score -4806646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 76295 members 
Entering Unmasked Estep 
Score: -4806648.000000 Penalty: 3654.440186
	Iteration 26Q: 3 clusters Score -4806648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 76294 members 
Entering Unmasked Estep 
Score: -4806646.000000 Penalty: 3654.440186
	Iteration 27Q: 3 clusters Score -4806646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 76294 members 
Entering Unmasked Estep 
Score: -4806646.000000 Penalty: 3654.440186
	Iteration 28F: 3 clusters Score -4806646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Entering Unmasked Estep 
Score: -108773.539062 Penalty: 1234.495361
	Iteration 0F: 2 clusters Score -108773.5 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 1010 members 
Entering Unmasked Estep 
Score: -106656.703125 Penalty: 2468.990723
	Iteration 0F: 3 clusters Score -106656.7 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -107159.320312 Penalty: 2468.990723
	Iteration 1F: 3 clusters Score -107159.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -107311.914062 Penalty: 2468.990723
	Iteration 2F: 3 clusters Score -107311.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -107425.257812 Penalty: 2468.990723
	Iteration 3F: 3 clusters Score -107425.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -107495.070312 Penalty: 2468.990723
	Iteration 4Q: 3 clusters Score -107495.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -107544.835938 Penalty: 2468.990723
	Iteration 5Q: 3 clusters Score -107544.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -107573.914062 Penalty: 2468.990723
	Iteration 6Q: 3 clusters Score -107573.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -107595.531250 Penalty: 2468.990723
	Iteration 7Q: 3 clusters Score -107595.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -107607.054688 Penalty: 2468.990723
	Iteration 8Q: 3 clusters Score -107607.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -107612.812500 Penalty: 2468.990723
	Iteration 9Q: 3 clusters Score -107612.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -107619.031250 Penalty: 2468.990723
	Iteration 10Q: 3 clusters Score -107619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -107626.859375 Penalty: 2468.990723
	Iteration 11Q: 3 clusters Score -107626.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -107635.195312 Penalty: 2468.990723
	Iteration 12Q: 3 clusters Score -107635.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -107646.125000 Penalty: 2468.990723
	Iteration 13Q: 3 clusters Score -107646.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -107667.875000 Penalty: 2468.990723
	Iteration 14Q: 3 clusters Score -107667.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -107695.203125 Penalty: 2468.990723
	Iteration 15Q: 3 clusters Score -107695.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -107727.015625 Penalty: 2468.990723
	Iteration 16Q: 3 clusters Score -107727 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -107745.906250 Penalty: 2468.990723
	Iteration 17Q: 3 clusters Score -107745.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -107759.617188 Penalty: 2468.990723
	Iteration 18Q: 3 clusters Score -107759.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -107777.648438 Penalty: 2468.990723
	Iteration 19Q: 3 clusters Score -107777.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -107787.687500 Penalty: 2468.990723
	Iteration 20F: 3 clusters Score -107787.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -107796.976562 Penalty: 2468.990723
	Iteration 21Q: 3 clusters Score -107797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -107805.960938 Penalty: 2468.990723
	Iteration 22Q: 3 clusters Score -107806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -107811.257812 Penalty: 2468.990723
	Iteration 23Q: 3 clusters Score -107811.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -107819.218750 Penalty: 2468.990723
	Iteration 24Q: 3 clusters Score -107819.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -107827.343750 Penalty: 2468.990723
	Iteration 25Q: 3 clusters Score -107827.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -107831.406250 Penalty: 2468.990723
	Iteration 26Q: 3 clusters Score -107831.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -107833.890625 Penalty: 2468.990723
	Iteration 27Q: 3 clusters Score -107833.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -107838.101562 Penalty: 2468.990723
	Iteration 28Q: 3 clusters Score -107838.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -107840.703125 Penalty: 2468.990723
	Iteration 29Q: 3 clusters Score -107840.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -107842.492188 Penalty: 2468.990723
	Iteration 30Q: 3 clusters Score -107842.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -107843.820312 Penalty: 2468.990723
	Iteration 31Q: 3 clusters Score -107843.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -107845.125000 Penalty: 2468.990723
	Iteration 32Q: 3 clusters Score -107845.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -107845.992188 Penalty: 2468.990723
	Iteration 33Q: 3 clusters Score -107846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -107846.835938 Penalty: 2468.990723
	Iteration 34Q: 3 clusters Score -107846.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -107847.554688 Penalty: 2468.990723
	Iteration 35Q: 3 clusters Score -107847.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -107847.757812 Penalty: 2468.990723
	Iteration 36Q: 3 clusters Score -107847.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -107847.757812 Penalty: 2468.990723
	Iteration 37F: 3 clusters Score -107847.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -79260.992188 Penalty: 1179.949097
	Iteration 0F: 2 clusters Score -79260.99 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 713 members 
Entering Unmasked Estep 
Score: -77539.226562 Penalty: 2359.898193
	Iteration 0F: 3 clusters Score -77539.23 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -77914.343750 Penalty: 2359.898193
	Iteration 1F: 3 clusters Score -77914.34 nChanged 137
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: -78062.726562 Penalty: 2359.898193
	Iteration 2F: 3 clusters Score -78062.73 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -78170.476562 Penalty: 2359.898193
	Iteration 3F: 3 clusters Score -78170.48 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -78245.414062 Penalty: 2359.898193
	Iteration 4Q: 3 clusters Score -78245.41 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -78294.039062 Penalty: 2359.898193
	Iteration 5Q: 3 clusters Score -78294.04 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -78324.179688 Penalty: 2359.898193
	Iteration 6Q: 3 clusters Score -78324.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -78338.679688 Penalty: 2359.898193
	Iteration 7Q: 3 clusters Score -78338.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -78352.507812 Penalty: 2359.898193
	Iteration 8Q: 3 clusters Score -78352.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -78365.429688 Penalty: 2359.898193
	Iteration 9Q: 3 clusters Score -78365.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -78371.250000 Penalty: 2359.898193
	Iteration 10Q: 3 clusters Score -78371.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -78374.710938 Penalty: 2359.898193
	Iteration 11Q: 3 clusters Score -78374.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -78376.921875 Penalty: 2359.898193
	Iteration 12Q: 3 clusters Score -78376.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -78380.960938 Penalty: 2359.898193
	Iteration 13Q: 3 clusters Score -78380.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -78385.218750 Penalty: 2359.898193
	Iteration 14Q: 3 clusters Score -78385.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -78388.031250 Penalty: 2359.898193
	Iteration 15Q: 3 clusters Score -78388.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -78389.359375 Penalty: 2359.898193
	Iteration 16Q: 3 clusters Score -78389.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -78390.625000 Penalty: 2359.898193
	Iteration 17Q: 3 clusters Score -78390.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -78391.648438 Penalty: 2359.898193
	Iteration 18Q: 3 clusters Score -78391.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -78394.046875 Penalty: 2359.898193
	Iteration 19Q: 3 clusters Score -78394.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -78397.867188 Penalty: 2359.898193
	Iteration 20F: 3 clusters Score -78397.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -78398.867188 Penalty: 2359.898193
	Iteration 21Q: 3 clusters Score -78398.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -78400.203125 Penalty: 2359.898193
	Iteration 22Q: 3 clusters Score -78400.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -78401.804688 Penalty: 2359.898193
	Iteration 23Q: 3 clusters Score -78401.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -78404.453125 Penalty: 2359.898193
	Iteration 24Q: 3 clusters Score -78404.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -78406.906250 Penalty: 2359.898193
	Iteration 25Q: 3 clusters Score -78406.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -78411.671875 Penalty: 2359.898193
	Iteration 26Q: 3 clusters Score -78411.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -78416.023438 Penalty: 2359.898193
	Iteration 27Q: 3 clusters Score -78416.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -78420.773438 Penalty: 2359.898193
	Iteration 28Q: 3 clusters Score -78420.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -78422.070312 Penalty: 2359.898193
	Iteration 29Q: 3 clusters Score -78422.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -78424.531250 Penalty: 2359.898193
	Iteration 30Q: 3 clusters Score -78424.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -78425.789062 Penalty: 2359.898193
	Iteration 31Q: 3 clusters Score -78425.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -78426.093750 Penalty: 2359.898193
	Iteration 32Q: 3 clusters Score -78426.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -78426.750000 Penalty: 2359.898193
	Iteration 33Q: 3 clusters Score -78426.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -78426.750000 Penalty: 2359.898193
	Iteration 34F: 3 clusters Score -78426.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (475140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475140 members 
Entering Unmasked Estep 
Score: -30120216.000000 Penalty: 2124.096680
	Iteration 0F: 2 clusters Score -3.012022e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237205 members 
Mstep: Class 2 contains 237935 members 
Entering Unmasked Estep 
Score: -29799582.000000 Penalty: 4248.193359
	Iteration 0F: 3 clusters Score -2.979958e+07 nChanged 232583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225604 members 
Mstep: Class 2 contains 249536 members 
Entering Unmasked Estep 
Score: -29941832.000000 Penalty: 4248.193359
	Iteration 1F: 3 clusters Score -2.994183e+07 nChanged 14377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217445 members 
Mstep: Class 2 contains 257695 members 
Entering Unmasked Estep 
Score: -29945630.000000 Penalty: 4248.193359
	Iteration 2Q: 3 clusters Score -2.994563e+07 nChanged 18639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204668 members 
Mstep: Class 2 contains 270472 members 
Entering Unmasked Estep 
Score: -29952870.000000 Penalty: 4248.193359
	Iteration 3Q: 3 clusters Score -2.995287e+07 nChanged 24137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185961 members 
Mstep: Class 2 contains 289179 members 
Entering Unmasked Estep 
Score: -29965914.000000 Penalty: 4248.193359
	Iteration 4F: 3 clusters Score -2.996591e+07 nChanged 29887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160844 members 
Mstep: Class 2 contains 314296 members 
Entering Unmasked Estep 
Score: -29986526.000000 Penalty: 4248.193359
	Iteration 5F: 3 clusters Score -2.998653e+07 nChanged 34050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130858 members 
Mstep: Class 2 contains 344282 members 
Entering Unmasked Estep 
Score: -30012988.000000 Penalty: 4248.193359
	Iteration 6F: 3 clusters Score -3.001299e+07 nChanged 33401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100617 members 
Mstep: Class 2 contains 374523 members 
Entering Unmasked Estep 
Score: -30041204.000000 Penalty: 4248.193359
	Iteration 7F: 3 clusters Score -3.00412e+07 nChanged 27996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74789 members 
Mstep: Class 2 contains 400351 members 
Entering Unmasked Estep 
Score: -30067000.000000 Penalty: 4248.193359
	Iteration 8F: 3 clusters Score -3.0067e+07 nChanged 20731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55872 members 
Mstep: Class 2 contains 419268 members 
Entering Unmasked Estep 
Score: -30085634.000000 Penalty: 4248.193359
	Iteration 9Q: 3 clusters Score -3.008563e+07 nChanged 14098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Mstep: Class 2 contains 431808 members 
Entering Unmasked Estep 
Score: -30097116.000000 Penalty: 4248.193359
	Iteration 10Q: 3 clusters Score -3.009712e+07 nChanged 9736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 440490 members 
Entering Unmasked Estep 
Score: -30103568.000000 Penalty: 4248.193359
	Iteration 11Q: 3 clusters Score -3.010357e+07 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 447028 members 
Entering Unmasked Estep 
Score: -30107700.000000 Penalty: 4248.193359
	Iteration 12Q: 3 clusters Score -3.01077e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 452088 members 
Entering Unmasked Estep 
Score: -30110832.000000 Penalty: 4248.193359
	Iteration 13Q: 3 clusters Score -3.011083e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 456137 members 
Entering Unmasked Estep 
Score: -30113058.000000 Penalty: 4248.193359
	Iteration 14Q: 3 clusters Score -3.011306e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 459302 members 
Entering Unmasked Estep 
Score: -30114668.000000 Penalty: 4248.193359
	Iteration 15Q: 3 clusters Score -3.011467e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 461714 members 
Entering Unmasked Estep 
Score: -30115814.000000 Penalty: 4248.193359
	Iteration 16Q: 3 clusters Score -3.011581e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 463572 members 
Entering Unmasked Estep 
Score: -30116496.000000 Penalty: 4248.193359
	Iteration 17Q: 3 clusters Score -3.01165e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 465005 members 
Entering Unmasked Estep 
Score: -30117154.000000 Penalty: 4248.193359
	Iteration 18Q: 3 clusters Score -3.011715e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 466151 members 
Entering Unmasked Estep 
Score: -30117636.000000 Penalty: 4248.193359
	Iteration 19Q: 3 clusters Score -3.011764e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 467096 members 
Entering Unmasked Estep 
Score: -30118010.000000 Penalty: 4248.193359
	Iteration 20F: 3 clusters Score -3.011801e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 467891 members 
Entering Unmasked Estep 
Score: -30118200.000000 Penalty: 4248.193359
	Iteration 21Q: 3 clusters Score -3.01182e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 468545 members 
Entering Unmasked Estep 
Score: -30118404.000000 Penalty: 4248.193359
	Iteration 22Q: 3 clusters Score -3.01184e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 469047 members 
Entering Unmasked Estep 
Score: -30118564.000000 Penalty: 4248.193359
	Iteration 23Q: 3 clusters Score -3.011856e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 469479 members 
Entering Unmasked Estep 
Score: -30118740.000000 Penalty: 4248.193359
	Iteration 24Q: 3 clusters Score -3.011874e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 469846 members 
Entering Unmasked Estep 
Score: -30118822.000000 Penalty: 4248.193359
	Iteration 25Q: 3 clusters Score -3.011882e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 470122 members 
Entering Unmasked Estep 
Score: -30118870.000000 Penalty: 4248.193359
	Iteration 26Q: 3 clusters Score -3.011887e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 470346 members 
Entering Unmasked Estep 
Score: -30118932.000000 Penalty: 4248.193359
	Iteration 27Q: 3 clusters Score -3.011893e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 470533 members 
Entering Unmasked Estep 
Score: -30119010.000000 Penalty: 4248.193359
	Iteration 28Q: 3 clusters Score -3.011901e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 470673 members 
Entering Unmasked Estep 
Score: -30119042.000000 Penalty: 4248.193359
	Iteration 29Q: 3 clusters Score -3.011904e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 470788 members 
Entering Unmasked Estep 
Score: -30119064.000000 Penalty: 4248.193359
	Iteration 30Q: 3 clusters Score -3.011906e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 470892 members 
Entering Unmasked Estep 
Score: -30119054.000000 Penalty: 4248.193359
	Iteration 31Q: 3 clusters Score -3.011905e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 470982 members 
Entering Unmasked Estep 
Score: -30119078.000000 Penalty: 4248.193359
	Iteration 32Q: 3 clusters Score -3.011908e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 471069 members 
Entering Unmasked Estep 
Score: -30119100.000000 Penalty: 4248.193359
	Iteration 33Q: 3 clusters Score -3.01191e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 471132 members 
Entering Unmasked Estep 
Score: -30119126.000000 Penalty: 4248.193359
	Iteration 34Q: 3 clusters Score -3.011913e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 471184 members 
Entering Unmasked Estep 
Score: -30119142.000000 Penalty: 4248.193359
	Iteration 35Q: 3 clusters Score -3.011914e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 471215 members 
Entering Unmasked Estep 
Score: -30119162.000000 Penalty: 4248.193359
	Iteration 36Q: 3 clusters Score -3.011916e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 471241 members 
Entering Unmasked Estep 
Score: -30119166.000000 Penalty: 4248.193359
	Iteration 37Q: 3 clusters Score -3.011917e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 471278 members 
Entering Unmasked Estep 
Score: -30119168.000000 Penalty: 4248.193359
	Iteration 38Q: 3 clusters Score -3.011917e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 471307 members 
Entering Unmasked Estep 
Score: -30119176.000000 Penalty: 4248.193359
	Iteration 39Q: 3 clusters Score -3.011918e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 471339 members 
Entering Unmasked Estep 
Score: -30119182.000000 Penalty: 4248.193359
	Iteration 40F: 3 clusters Score -3.011918e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 471370 members 
Entering Unmasked Estep 
Score: -30119170.000000 Penalty: 4248.193359
	Iteration 41Q: 3 clusters Score -3.011917e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 471394 members 
Entering Unmasked Estep 
Score: -30119182.000000 Penalty: 4248.193359
	Iteration 42Q: 3 clusters Score -3.011918e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 471419 members 
Entering Unmasked Estep 
Score: -30119182.000000 Penalty: 4248.193359
	Iteration 43Q: 3 clusters Score -3.011918e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 471438 members 
Entering Unmasked Estep 
Score: -30119190.000000 Penalty: 4248.193359
	Iteration 44Q: 3 clusters Score -3.011919e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 471459 members 
Entering Unmasked Estep 
Score: -30119182.000000 Penalty: 4248.193359
	Iteration 45Q: 3 clusters Score -3.011918e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 471474 members 
Entering Unmasked Estep 
Score: -30119192.000000 Penalty: 4248.193359
	Iteration 46Q: 3 clusters Score -3.011919e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 471489 members 
Entering Unmasked Estep 
Score: -30119196.000000 Penalty: 4248.193359
	Iteration 47Q: 3 clusters Score -3.01192e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 471503 members 
Entering Unmasked Estep 
Score: -30119200.000000 Penalty: 4248.193359
	Iteration 48Q: 3 clusters Score -3.01192e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 471510 members 
Entering Unmasked Estep 
Score: -30119204.000000 Penalty: 4248.193359
	Iteration 49Q: 3 clusters Score -3.01192e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 471516 members 
Entering Unmasked Estep 
Score: -30119194.000000 Penalty: 4248.193359
	Iteration 50Q: 3 clusters Score -3.011919e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 471523 members 
Entering Unmasked Estep 
Score: -30119212.000000 Penalty: 4248.193359
	Iteration 51Q: 3 clusters Score -3.011921e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 471534 members 
Entering Unmasked Estep 
Score: -30119200.000000 Penalty: 4248.193359
	Iteration 52Q: 3 clusters Score -3.01192e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 471544 members 
Entering Unmasked Estep 
Score: -30119198.000000 Penalty: 4248.193359
	Iteration 53Q: 3 clusters Score -3.01192e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 471554 members 
Entering Unmasked Estep 
Score: -30119220.000000 Penalty: 4248.193359
	Iteration 54Q: 3 clusters Score -3.011922e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 471567 members 
Entering Unmasked Estep 
Score: -30119230.000000 Penalty: 4248.193359
	Iteration 55Q: 3 clusters Score -3.011923e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 471576 members 
Entering Unmasked Estep 
Score: -30119214.000000 Penalty: 4248.193359
	Iteration 56Q: 3 clusters Score -3.011921e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 471594 members 
Entering Unmasked Estep 
Score: -30119226.000000 Penalty: 4248.193359
	Iteration 57Q: 3 clusters Score -3.011923e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 471615 members 
Entering Unmasked Estep 
Score: -30119258.000000 Penalty: 4248.193359
	Iteration 58Q: 3 clusters Score -3.011926e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 471638 members 
Entering Unmasked Estep 
Score: -30119244.000000 Penalty: 4248.193359
	Iteration 59Q: 3 clusters Score -3.011924e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 471660 members 
Entering Unmasked Estep 
Score: -30119256.000000 Penalty: 4248.193359
	Iteration 60F: 3 clusters Score -3.011926e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 471677 members 
Entering Unmasked Estep 
Score: -30119232.000000 Penalty: 4248.193359
	Iteration 61Q: 3 clusters Score -3.011923e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 471703 members 
Entering Unmasked Estep 
Score: -30119234.000000 Penalty: 4248.193359
	Iteration 62Q: 3 clusters Score -3.011923e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 471728 members 
Entering Unmasked Estep 
Score: -30119240.000000 Penalty: 4248.193359
	Iteration 63Q: 3 clusters Score -3.011924e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 471747 members 
Entering Unmasked Estep 
Score: -30119224.000000 Penalty: 4248.193359
	Iteration 64Q: 3 clusters Score -3.011922e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 471762 members 
Entering Unmasked Estep 
Score: -30119252.000000 Penalty: 4248.193359
	Iteration 65Q: 3 clusters Score -3.011925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 471769 members 
Entering Unmasked Estep 
Score: -30119242.000000 Penalty: 4248.193359
	Iteration 66Q: 3 clusters Score -3.011924e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 471777 members 
Entering Unmasked Estep 
Score: -30119250.000000 Penalty: 4248.193359
	Iteration 67Q: 3 clusters Score -3.011925e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 471785 members 
Entering Unmasked Estep 
Score: -30119248.000000 Penalty: 4248.193359
	Iteration 68Q: 3 clusters Score -3.011925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 471788 members 
Entering Unmasked Estep 
Score: -30119244.000000 Penalty: 4248.193359
	Iteration 69Q: 3 clusters Score -3.011924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 471793 members 
Entering Unmasked Estep 
Score: -30119238.000000 Penalty: 4248.193359
	Iteration 70Q: 3 clusters Score -3.011924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 471796 members 
Entering Unmasked Estep 
Score: -30119234.000000 Penalty: 4248.193359
	Iteration 71Q: 3 clusters Score -3.011923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 471798 members 
Entering Unmasked Estep 
Score: -30119234.000000 Penalty: 4248.193359
	Iteration 72Q: 3 clusters Score -3.011923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 471800 members 
Entering Unmasked Estep 
Score: -30119248.000000 Penalty: 4248.193359
	Iteration 73Q: 3 clusters Score -3.011925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 471805 members 
Entering Unmasked Estep 
Score: -30119252.000000 Penalty: 4248.193359
	Iteration 74Q: 3 clusters Score -3.011925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 471806 members 
Entering Unmasked Estep 
Score: -30119258.000000 Penalty: 4248.193359
	Iteration 75Q: 3 clusters Score -3.011926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 471810 members 
Entering Unmasked Estep 
Score: -30119244.000000 Penalty: 4248.193359
	Iteration 76Q: 3 clusters Score -3.011924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 471813 members 
Entering Unmasked Estep 
Score: -30119248.000000 Penalty: 4248.193359
	Iteration 77Q: 3 clusters Score -3.011925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 471813 members 
Entering Unmasked Estep 
Score: -30119258.000000 Penalty: 4248.193359
	Iteration 78Q: 3 clusters Score -3.011926e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 471814 members 
Entering Unmasked Estep 
Score: -30119262.000000 Penalty: 4248.193359
	Iteration 79Q: 3 clusters Score -3.011926e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 471820 members 
Entering Unmasked Estep 
Score: -30119252.000000 Penalty: 4248.193359
	Iteration 80F: 3 clusters Score -3.011925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 471824 members 
Entering Unmasked Estep 
Score: -30119266.000000 Penalty: 4248.193359
	Iteration 81Q: 3 clusters Score -3.011927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 471826 members 
Entering Unmasked Estep 
Score: -30119244.000000 Penalty: 4248.193359
	Iteration 82Q: 3 clusters Score -3.011924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 471829 members 
Entering Unmasked Estep 
Score: -30119246.000000 Penalty: 4248.193359
	Iteration 83Q: 3 clusters Score -3.011925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 471831 members 
Entering Unmasked Estep 
Score: -30119240.000000 Penalty: 4248.193359
	Iteration 84Q: 3 clusters Score -3.011924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 471833 members 
Entering Unmasked Estep 
Score: -30119250.000000 Penalty: 4248.193359
	Iteration 85Q: 3 clusters Score -3.011925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 471834 members 
Entering Unmasked Estep 
Score: -30119250.000000 Penalty: 4248.193359
	Iteration 86Q: 3 clusters Score -3.011925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 471836 members 
Entering Unmasked Estep 
Score: -30119260.000000 Penalty: 4248.193359
	Iteration 87Q: 3 clusters Score -3.011926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 471838 members 
Entering Unmasked Estep 
Score: -30119244.000000 Penalty: 4248.193359
	Iteration 88Q: 3 clusters Score -3.011924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 471841 members 
Entering Unmasked Estep 
Score: -30119226.000000 Penalty: 4248.193359
	Iteration 89Q: 3 clusters Score -3.011923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 471844 members 
Entering Unmasked Estep 
Score: -30119230.000000 Penalty: 4248.193359
	Iteration 90Q: 3 clusters Score -3.011923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 471847 members 
Entering Unmasked Estep 
Score: -30119242.000000 Penalty: 4248.193359
	Iteration 91Q: 3 clusters Score -3.011924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 471848 members 
Entering Unmasked Estep 
Score: -30119246.000000 Penalty: 4248.193359
	Iteration 92Q: 3 clusters Score -3.011925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 471850 members 
Entering Unmasked Estep 
Score: -30119234.000000 Penalty: 4248.193359
	Iteration 93Q: 3 clusters Score -3.011923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 471853 members 
Entering Unmasked Estep 
Score: -30119248.000000 Penalty: 4248.193359
	Iteration 94Q: 3 clusters Score -3.011925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 471854 members 
Entering Unmasked Estep 
Score: -30119252.000000 Penalty: 4248.193359
	Iteration 95Q: 3 clusters Score -3.011925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 471858 members 
Entering Unmasked Estep 
Score: -30119246.000000 Penalty: 4248.193359
	Iteration 96Q: 3 clusters Score -3.011925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 471861 members 
Entering Unmasked Estep 
Score: -30119246.000000 Penalty: 4248.193359
	Iteration 97Q: 3 clusters Score -3.011925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 471862 members 
Entering Unmasked Estep 
Score: -30119236.000000 Penalty: 4248.193359
	Iteration 98Q: 3 clusters Score -3.011924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 471864 members 
Entering Unmasked Estep 
Score: -30119244.000000 Penalty: 4248.193359
	Iteration 99Q: 3 clusters Score -3.011924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 471864 members 
Entering Unmasked Estep 
Score: -30119240.000000 Penalty: 4248.193359
	Iteration 100F: 3 clusters Score -3.011924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 471866 members 
Entering Unmasked Estep 
Score: -30119238.000000 Penalty: 4248.193359
	Iteration 101Q: 3 clusters Score -3.011924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 471871 members 
Entering Unmasked Estep 
Score: -30119248.000000 Penalty: 4248.193359
	Iteration 102Q: 3 clusters Score -3.011925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 471874 members 
Entering Unmasked Estep 
Score: -30119256.000000 Penalty: 4248.193359
	Iteration 103Q: 3 clusters Score -3.011926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 471875 members 
Entering Unmasked Estep 
Score: -30119262.000000 Penalty: 4248.193359
	Iteration 104Q: 3 clusters Score -3.011926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 471876 members 
Entering Unmasked Estep 
Score: -30119244.000000 Penalty: 4248.193359
	Iteration 105Q: 3 clusters Score -3.011924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 471881 members 
Entering Unmasked Estep 
Score: -30119242.000000 Penalty: 4248.193359
	Iteration 106Q: 3 clusters Score -3.011924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 471888 members 
Entering Unmasked Estep 
Score: -30119244.000000 Penalty: 4248.193359
	Iteration 107Q: 3 clusters Score -3.011924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 471892 members 
Entering Unmasked Estep 
Score: -30119218.000000 Penalty: 4248.193359
	Iteration 108Q: 3 clusters Score -3.011922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 471895 members 
Entering Unmasked Estep 
Score: -30119230.000000 Penalty: 4248.193359
	Iteration 109Q: 3 clusters Score -3.011923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 471896 members 
Entering Unmasked Estep 
Score: -30119216.000000 Penalty: 4248.193359
	Iteration 110Q: 3 clusters Score -3.011922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 471895 members 
Entering Unmasked Estep 
Score: -30119216.000000 Penalty: 4248.193359
	Iteration 111Q: 3 clusters Score -3.011922e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 471895 members 
Entering Unmasked Estep 
Score: -30119216.000000 Penalty: 4248.193359
	Iteration 112F: 3 clusters Score -3.011922e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Entering Unmasked Estep 
Score: -382470.156250 Penalty: 1418.737183
	Iteration 0F: 2 clusters Score -382470.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -377741.531250 Penalty: 2837.474365
	Iteration 0F: 3 clusters Score -377741.5 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -379120.218750 Penalty: 2837.474365
	Iteration 1F: 3 clusters Score -379120.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -379335.500000 Penalty: 2837.474365
	Iteration 2F: 3 clusters Score -379335.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -379505.593750 Penalty: 2837.474365
	Iteration 3F: 3 clusters Score -379505.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -379644.375000 Penalty: 2837.474365
	Iteration 4Q: 3 clusters Score -379644.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -379792.812500 Penalty: 2837.474365
	Iteration 5Q: 3 clusters Score -379792.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -379935.500000 Penalty: 2837.474365
	Iteration 6Q: 3 clusters Score -379935.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -380063.281250 Penalty: 2837.474365
	Iteration 7Q: 3 clusters Score -380063.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -380204.375000 Penalty: 2837.474365
	Iteration 8Q: 3 clusters Score -380204.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -380381.437500 Penalty: 2837.474365
	Iteration 9Q: 3 clusters Score -380381.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -380578.625000 Penalty: 2837.474365
	Iteration 10Q: 3 clusters Score -380578.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -380765.843750 Penalty: 2837.474365
	Iteration 11Q: 3 clusters Score -380765.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -380913.937500 Penalty: 2837.474365
	Iteration 12Q: 3 clusters Score -380913.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -381023.375000 Penalty: 2837.474365
	Iteration 13Q: 3 clusters Score -381023.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -381110.843750 Penalty: 2837.474365
	Iteration 14Q: 3 clusters Score -381110.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -381168.843750 Penalty: 2837.474365
	Iteration 15Q: 3 clusters Score -381168.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -381203.562500 Penalty: 2837.474365
	Iteration 16Q: 3 clusters Score -381203.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -381228.062500 Penalty: 2837.474365
	Iteration 17Q: 3 clusters Score -381228.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -381246.031250 Penalty: 2837.474365
	Iteration 18Q: 3 clusters Score -381246 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -381265.562500 Penalty: 2837.474365
	Iteration 19Q: 3 clusters Score -381265.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -381283.468750 Penalty: 2837.474365
	Iteration 20F: 3 clusters Score -381283.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -381293.781250 Penalty: 2837.474365
	Iteration 21Q: 3 clusters Score -381293.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -381301.000000 Penalty: 2837.474365
	Iteration 22Q: 3 clusters Score -381301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -381306.625000 Penalty: 2837.474365
	Iteration 23Q: 3 clusters Score -381306.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -381309.593750 Penalty: 2837.474365
	Iteration 24Q: 3 clusters Score -381309.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -381311.062500 Penalty: 2837.474365
	Iteration 25Q: 3 clusters Score -381311.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -381312.218750 Penalty: 2837.474365
	Iteration 26Q: 3 clusters Score -381312.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -381313.437500 Penalty: 2837.474365
	Iteration 27Q: 3 clusters Score -381313.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -381315.531250 Penalty: 2837.474365
	Iteration 28Q: 3 clusters Score -381315.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -381316.281250 Penalty: 2837.474365
	Iteration 29Q: 3 clusters Score -381316.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -381316.843750 Penalty: 2837.474365
	Iteration 30Q: 3 clusters Score -381316.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -381318.406250 Penalty: 2837.474365
	Iteration 31Q: 3 clusters Score -381318.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -381321.968750 Penalty: 2837.474365
	Iteration 32Q: 3 clusters Score -381322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -381325.562500 Penalty: 2837.474365
	Iteration 33Q: 3 clusters Score -381325.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -381327.812500 Penalty: 2837.474365
	Iteration 34Q: 3 clusters Score -381327.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -381328.562500 Penalty: 2837.474365
	Iteration 35Q: 3 clusters Score -381328.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -381328.812500 Penalty: 2837.474365
	Iteration 36Q: 3 clusters Score -381328.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -381328.718750 Penalty: 2837.474365
	Iteration 37Q: 3 clusters Score -381328.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -381329.312500 Penalty: 2837.474365
	Iteration 38Q: 3 clusters Score -381329.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -381330.375000 Penalty: 2837.474365
	Iteration 39Q: 3 clusters Score -381330.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -381331.937500 Penalty: 2837.474365
	Iteration 40F: 3 clusters Score -381331.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -381332.750000 Penalty: 2837.474365
	Iteration 41Q: 3 clusters Score -381332.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -381332.062500 Penalty: 2837.474365
	Iteration 42Q: 3 clusters Score -381332.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -381332.062500 Penalty: 2837.474365
	Iteration 43F: 3 clusters Score -381332.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Entering Unmasked Estep 
Score: -297901.375000 Penalty: 1368.432373
	Iteration 0F: 2 clusters Score -297901.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -294186.562500 Penalty: 2736.864746
	Iteration 0F: 3 clusters Score -294186.6 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -295133.875000 Penalty: 2736.864746
	Iteration 1F: 3 clusters Score -295133.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -295277.312500 Penalty: 2736.864746
	Iteration 2F: 3 clusters Score -295277.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -295372.781250 Penalty: 2736.864746
	Iteration 3Q: 3 clusters Score -295372.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -295440.281250 Penalty: 2736.864746
	Iteration 4Q: 3 clusters Score -295440.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -295498.218750 Penalty: 2736.864746
	Iteration 5Q: 3 clusters Score -295498.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -295536.593750 Penalty: 2736.864746
	Iteration 6Q: 3 clusters Score -295536.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -295563.343750 Penalty: 2736.864746
	Iteration 7Q: 3 clusters Score -295563.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -295594.406250 Penalty: 2736.864746
	Iteration 8Q: 3 clusters Score -295594.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -295625.812500 Penalty: 2736.864746
	Iteration 9Q: 3 clusters Score -295625.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -295658.750000 Penalty: 2736.864746
	Iteration 10Q: 3 clusters Score -295658.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -295686.968750 Penalty: 2736.864746
	Iteration 11Q: 3 clusters Score -295687 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -295720.218750 Penalty: 2736.864746
	Iteration 12Q: 3 clusters Score -295720.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -295761.375000 Penalty: 2736.864746
	Iteration 13Q: 3 clusters Score -295761.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -295808.312500 Penalty: 2736.864746
	Iteration 14Q: 3 clusters Score -295808.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -295876.093750 Penalty: 2736.864746
	Iteration 15Q: 3 clusters Score -295876.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -295960.281250 Penalty: 2736.864746
	Iteration 16Q: 3 clusters Score -295960.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -296054.156250 Penalty: 2736.864746
	Iteration 17Q: 3 clusters Score -296054.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -296166.625000 Penalty: 2736.864746
	Iteration 18Q: 3 clusters Score -296166.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -296289.437500 Penalty: 2736.864746
	Iteration 19Q: 3 clusters Score -296289.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -296412.281250 Penalty: 2736.864746
	Iteration 20F: 3 clusters Score -296412.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -296527.375000 Penalty: 2736.864746
	Iteration 21Q: 3 clusters Score -296527.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -296624.781250 Penalty: 2736.864746
	Iteration 22Q: 3 clusters Score -296624.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -296703.312500 Penalty: 2736.864746
	Iteration 23Q: 3 clusters Score -296703.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -296743.687500 Penalty: 2736.864746
	Iteration 24Q: 3 clusters Score -296743.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -296769.218750 Penalty: 2736.864746
	Iteration 25Q: 3 clusters Score -296769.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -296786.218750 Penalty: 2736.864746
	Iteration 26Q: 3 clusters Score -296786.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -296803.218750 Penalty: 2736.864746
	Iteration 27Q: 3 clusters Score -296803.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -296818.156250 Penalty: 2736.864746
	Iteration 28Q: 3 clusters Score -296818.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -296828.281250 Penalty: 2736.864746
	Iteration 29Q: 3 clusters Score -296828.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -296831.312500 Penalty: 2736.864746
	Iteration 30Q: 3 clusters Score -296831.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -296833.000000 Penalty: 2736.864746
	Iteration 31Q: 3 clusters Score -296833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -296833.656250 Penalty: 2736.864746
	Iteration 32Q: 3 clusters Score -296833.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -296835.281250 Penalty: 2736.864746
	Iteration 33Q: 3 clusters Score -296835.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -296835.281250 Penalty: 2736.864746
	Iteration 34F: 3 clusters Score -296835.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Entering Unmasked Estep 
Score: -662168.812500 Penalty: 1511.130859
	Iteration 0F: 2 clusters Score -662168.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -654355.375000 Penalty: 3022.261719
	Iteration 0F: 3 clusters Score -654355.4 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -656988.937500 Penalty: 3022.261719
	Iteration 1F: 3 clusters Score -656988.9 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -657258.437500 Penalty: 3022.261719
	Iteration 2F: 3 clusters Score -657258.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -657455.562500 Penalty: 3022.261719
	Iteration 3Q: 3 clusters Score -657455.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -657612.187500 Penalty: 3022.261719
	Iteration 4Q: 3 clusters Score -657612.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -657740.250000 Penalty: 3022.261719
	Iteration 5Q: 3 clusters Score -657740.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -657849.187500 Penalty: 3022.261719
	Iteration 6Q: 3 clusters Score -657849.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -657935.187500 Penalty: 3022.261719
	Iteration 7Q: 3 clusters Score -657935.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -658016.312500 Penalty: 3022.261719
	Iteration 8Q: 3 clusters Score -658016.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -658107.125000 Penalty: 3022.261719
	Iteration 9Q: 3 clusters Score -658107.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -658182.875000 Penalty: 3022.261719
	Iteration 10Q: 3 clusters Score -658182.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -658264.687500 Penalty: 3022.261719
	Iteration 11Q: 3 clusters Score -658264.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -658349.437500 Penalty: 3022.261719
	Iteration 12Q: 3 clusters Score -658349.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -658448.000000 Penalty: 3022.261719
	Iteration 13Q: 3 clusters Score -658448 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -658555.750000 Penalty: 3022.261719
	Iteration 14Q: 3 clusters Score -658555.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -658689.187500 Penalty: 3022.261719
	Iteration 15Q: 3 clusters Score -658689.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -658878.687500 Penalty: 3022.261719
	Iteration 16Q: 3 clusters Score -658878.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -659124.812500 Penalty: 3022.261719
	Iteration 17Q: 3 clusters Score -659124.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -659359.000000 Penalty: 3022.261719
	Iteration 18Q: 3 clusters Score -659359 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -659583.000000 Penalty: 3022.261719
	Iteration 19Q: 3 clusters Score -659583 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -659782.500000 Penalty: 3022.261719
	Iteration 20F: 3 clusters Score -659782.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -659972.625000 Penalty: 3022.261719
	Iteration 21Q: 3 clusters Score -659972.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -660135.937500 Penalty: 3022.261719
	Iteration 22Q: 3 clusters Score -660135.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -660284.437500 Penalty: 3022.261719
	Iteration 23Q: 3 clusters Score -660284.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -660416.562500 Penalty: 3022.261719
	Iteration 24Q: 3 clusters Score -660416.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -660528.750000 Penalty: 3022.261719
	Iteration 25Q: 3 clusters Score -660528.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -660618.000000 Penalty: 3022.261719
	Iteration 26Q: 3 clusters Score -660618 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -660702.000000 Penalty: 3022.261719
	Iteration 27Q: 3 clusters Score -660702 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -660769.000000 Penalty: 3022.261719
	Iteration 28Q: 3 clusters Score -660769 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -660822.812500 Penalty: 3022.261719
	Iteration 29Q: 3 clusters Score -660822.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -660863.250000 Penalty: 3022.261719
	Iteration 30Q: 3 clusters Score -660863.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -660884.812500 Penalty: 3022.261719
	Iteration 31Q: 3 clusters Score -660884.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -660897.937500 Penalty: 3022.261719
	Iteration 32Q: 3 clusters Score -660897.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -660912.687500 Penalty: 3022.261719
	Iteration 33Q: 3 clusters Score -660912.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -660918.187500 Penalty: 3022.261719
	Iteration 34Q: 3 clusters Score -660918.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -660925.812500 Penalty: 3022.261719
	Iteration 35Q: 3 clusters Score -660925.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -660931.812500 Penalty: 3022.261719
	Iteration 36Q: 3 clusters Score -660931.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -660938.500000 Penalty: 3022.261719
	Iteration 37Q: 3 clusters Score -660938.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -660939.687500 Penalty: 3022.261719
	Iteration 38Q: 3 clusters Score -660939.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -660945.437500 Penalty: 3022.261719
	Iteration 39Q: 3 clusters Score -660945.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -660950.125000 Penalty: 3022.261719
	Iteration 40F: 3 clusters Score -660950.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -660951.562500 Penalty: 3022.261719
	Iteration 41Q: 3 clusters Score -660951.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -660953.875000 Penalty: 3022.261719
	Iteration 42Q: 3 clusters Score -660953.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -660954.250000 Penalty: 3022.261719
	Iteration 43Q: 3 clusters Score -660954.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -660958.500000 Penalty: 3022.261719
	Iteration 44Q: 3 clusters Score -660958.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -660956.062500 Penalty: 3022.261719
	Iteration 45Q: 3 clusters Score -660956.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -660957.375000 Penalty: 3022.261719
	Iteration 46Q: 3 clusters Score -660957.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -660959.562500 Penalty: 3022.261719
	Iteration 47Q: 3 clusters Score -660959.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -660962.500000 Penalty: 3022.261719
	Iteration 48Q: 3 clusters Score -660962.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -660961.437500 Penalty: 3022.261719
	Iteration 49Q: 3 clusters Score -660961.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -660962.250000 Penalty: 3022.261719
	Iteration 50Q: 3 clusters Score -660962.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -660961.500000 Penalty: 3022.261719
	Iteration 51Q: 3 clusters Score -660961.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -660961.937500 Penalty: 3022.261719
	Iteration 52Q: 3 clusters Score -660961.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -660961.937500 Penalty: 3022.261719
	Iteration 53F: 3 clusters Score -660961.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Entering Unmasked Estep 
Score: -116347.578125 Penalty: 1223.964355
	Iteration 0F: 2 clusters Score -116347.6 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 958 members 
Entering Unmasked Estep 
Score: -114293.367188 Penalty: 2447.928711
	Iteration 0F: 3 clusters Score -114293.4 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -114738.875000 Penalty: 2447.928711
	Iteration 1F: 3 clusters Score -114738.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -114830.367188 Penalty: 2447.928711
	Iteration 2F: 3 clusters Score -114830.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -114868.164062 Penalty: 2447.928711
	Iteration 3Q: 3 clusters Score -114868.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -114903.367188 Penalty: 2447.928711
	Iteration 4Q: 3 clusters Score -114903.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -114935.156250 Penalty: 2447.928711
	Iteration 5Q: 3 clusters Score -114935.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -114957.257812 Penalty: 2447.928711
	Iteration 6Q: 3 clusters Score -114957.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -114970.445312 Penalty: 2447.928711
	Iteration 7Q: 3 clusters Score -114970.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -114977.132812 Penalty: 2447.928711
	Iteration 8Q: 3 clusters Score -114977.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -114980.343750 Penalty: 2447.928711
	Iteration 9Q: 3 clusters Score -114980.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -114982.648438 Penalty: 2447.928711
	Iteration 10Q: 3 clusters Score -114982.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -114984.914062 Penalty: 2447.928711
	Iteration 11Q: 3 clusters Score -114984.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -114987.031250 Penalty: 2447.928711
	Iteration 12Q: 3 clusters Score -114987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -114989.367188 Penalty: 2447.928711
	Iteration 13Q: 3 clusters Score -114989.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -114992.218750 Penalty: 2447.928711
	Iteration 14Q: 3 clusters Score -114992.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -114996.164062 Penalty: 2447.928711
	Iteration 15Q: 3 clusters Score -114996.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -114997.921875 Penalty: 2447.928711
	Iteration 16Q: 3 clusters Score -114997.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -114999.515625 Penalty: 2447.928711
	Iteration 17Q: 3 clusters Score -114999.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -115000.179688 Penalty: 2447.928711
	Iteration 18Q: 3 clusters Score -115000.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -115000.640625 Penalty: 2447.928711
	Iteration 19Q: 3 clusters Score -115000.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -115001.195312 Penalty: 2447.928711
	Iteration 20F: 3 clusters Score -115001.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -115002.554688 Penalty: 2447.928711
	Iteration 21Q: 3 clusters Score -115002.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -115002.929688 Penalty: 2447.928711
	Iteration 22Q: 3 clusters Score -115002.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -115003.351562 Penalty: 2447.928711
	Iteration 23Q: 3 clusters Score -115003.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -115005.289062 Penalty: 2447.928711
	Iteration 24Q: 3 clusters Score -115005.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -115006.718750 Penalty: 2447.928711
	Iteration 25Q: 3 clusters Score -115006.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -115006.718750 Penalty: 2447.928711
	Iteration 26F: 3 clusters Score -115006.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Entering Unmasked Estep 
Score: -187942.671875 Penalty: 1286.006592
	Iteration 0F: 2 clusters Score -187942.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -185350.859375 Penalty: 2572.013184
	Iteration 0F: 3 clusters Score -185350.9 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -185948.937500 Penalty: 2572.013184
	Iteration 1F: 3 clusters Score -185948.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -186083.906250 Penalty: 2572.013184
	Iteration 2F: 3 clusters Score -186083.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -186158.046875 Penalty: 2572.013184
	Iteration 3F: 3 clusters Score -186158 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -186201.515625 Penalty: 2572.013184
	Iteration 4Q: 3 clusters Score -186201.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -186230.515625 Penalty: 2572.013184
	Iteration 5Q: 3 clusters Score -186230.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -186255.015625 Penalty: 2572.013184
	Iteration 6Q: 3 clusters Score -186255 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -186273.484375 Penalty: 2572.013184
	Iteration 7Q: 3 clusters Score -186273.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -186290.531250 Penalty: 2572.013184
	Iteration 8Q: 3 clusters Score -186290.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -186304.531250 Penalty: 2572.013184
	Iteration 9Q: 3 clusters Score -186304.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -186316.765625 Penalty: 2572.013184
	Iteration 10Q: 3 clusters Score -186316.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -186325.171875 Penalty: 2572.013184
	Iteration 11Q: 3 clusters Score -186325.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -186333.687500 Penalty: 2572.013184
	Iteration 12Q: 3 clusters Score -186333.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -186344.671875 Penalty: 2572.013184
	Iteration 13Q: 3 clusters Score -186344.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -186351.984375 Penalty: 2572.013184
	Iteration 14Q: 3 clusters Score -186352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -186356.187500 Penalty: 2572.013184
	Iteration 15Q: 3 clusters Score -186356.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -186361.156250 Penalty: 2572.013184
	Iteration 16Q: 3 clusters Score -186361.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -186365.046875 Penalty: 2572.013184
	Iteration 17Q: 3 clusters Score -186365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -186369.390625 Penalty: 2572.013184
	Iteration 18Q: 3 clusters Score -186369.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -186373.671875 Penalty: 2572.013184
	Iteration 19Q: 3 clusters Score -186373.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -186375.093750 Penalty: 2572.013184
	Iteration 20F: 3 clusters Score -186375.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -186375.687500 Penalty: 2572.013184
	Iteration 21Q: 3 clusters Score -186375.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -186376.015625 Penalty: 2572.013184
	Iteration 22Q: 3 clusters Score -186376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -186375.906250 Penalty: 2572.013184
	Iteration 23Q: 3 clusters Score -186375.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -186376.406250 Penalty: 2572.013184
	Iteration 24Q: 3 clusters Score -186376.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -186376.625000 Penalty: 2572.013184
	Iteration 25Q: 3 clusters Score -186376.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -186377.093750 Penalty: 2572.013184
	Iteration 26Q: 3 clusters Score -186377.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -186378.171875 Penalty: 2572.013184
	Iteration 27Q: 3 clusters Score -186378.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -186379.328125 Penalty: 2572.013184
	Iteration 28Q: 3 clusters Score -186379.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -186382.656250 Penalty: 2572.013184
	Iteration 29Q: 3 clusters Score -186382.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -186387.421875 Penalty: 2572.013184
	Iteration 30Q: 3 clusters Score -186387.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -186390.953125 Penalty: 2572.013184
	Iteration 31Q: 3 clusters Score -186391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -186393.734375 Penalty: 2572.013184
	Iteration 32Q: 3 clusters Score -186393.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -186394.687500 Penalty: 2572.013184
	Iteration 33Q: 3 clusters Score -186394.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -186394.687500 Penalty: 2572.013184
	Iteration 34F: 3 clusters Score -186394.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Entering Unmasked Estep 
Score: -1999127.500000 Penalty: 1679.792358
	Iteration 0F: 2 clusters Score -1999128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -1978462.125000 Penalty: 3359.584717
	Iteration 0F: 3 clusters Score -1978462 nChanged 14198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -1986924.250000 Penalty: 3359.584717
	Iteration 1F: 3 clusters Score -1986924 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -1987805.000000 Penalty: 3359.584717
	Iteration 2F: 3 clusters Score -1987805 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1988882.750000 Penalty: 3359.584717
	Iteration 3F: 3 clusters Score -1988883 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1990115.625000 Penalty: 3359.584717
	Iteration 4F: 3 clusters Score -1990116 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1991321.250000 Penalty: 3359.584717
	Iteration 5F: 3 clusters Score -1991321 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -1992417.000000 Penalty: 3359.584717
	Iteration 6F: 3 clusters Score -1992417 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1993183.125000 Penalty: 3359.584717
	Iteration 7Q: 3 clusters Score -1993183 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1993652.125000 Penalty: 3359.584717
	Iteration 8Q: 3 clusters Score -1993652 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1993866.625000 Penalty: 3359.584717
	Iteration 9Q: 3 clusters Score -1993867 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1993991.875000 Penalty: 3359.584717
	Iteration 10Q: 3 clusters Score -1993992 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1994086.125000 Penalty: 3359.584717
	Iteration 11Q: 3 clusters Score -1994086 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1994140.875000 Penalty: 3359.584717
	Iteration 12Q: 3 clusters Score -1994141 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1994196.375000 Penalty: 3359.584717
	Iteration 13Q: 3 clusters Score -1994196 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1994241.375000 Penalty: 3359.584717
	Iteration 14Q: 3 clusters Score -1994241 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1994287.750000 Penalty: 3359.584717
	Iteration 15Q: 3 clusters Score -1994288 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1994334.000000 Penalty: 3359.584717
	Iteration 16Q: 3 clusters Score -1994334 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1994385.750000 Penalty: 3359.584717
	Iteration 17Q: 3 clusters Score -1994386 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1994423.750000 Penalty: 3359.584717
	Iteration 18Q: 3 clusters Score -1994424 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1994464.375000 Penalty: 3359.584717
	Iteration 19Q: 3 clusters Score -1994464 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1994505.625000 Penalty: 3359.584717
	Iteration 20F: 3 clusters Score -1994506 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1994549.375000 Penalty: 3359.584717
	Iteration 21Q: 3 clusters Score -1994549 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1994595.500000 Penalty: 3359.584717
	Iteration 22Q: 3 clusters Score -1994596 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1994632.375000 Penalty: 3359.584717
	Iteration 23Q: 3 clusters Score -1994632 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1994665.875000 Penalty: 3359.584717
	Iteration 24Q: 3 clusters Score -1994666 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1994721.125000 Penalty: 3359.584717
	Iteration 25Q: 3 clusters Score -1994721 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1994747.750000 Penalty: 3359.584717
	Iteration 26Q: 3 clusters Score -1994748 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1994785.625000 Penalty: 3359.584717
	Iteration 27Q: 3 clusters Score -1994786 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1994832.000000 Penalty: 3359.584717
	Iteration 28Q: 3 clusters Score -1994832 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1994868.625000 Penalty: 3359.584717
	Iteration 29Q: 3 clusters Score -1994869 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1994892.375000 Penalty: 3359.584717
	Iteration 30Q: 3 clusters Score -1994892 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1994925.250000 Penalty: 3359.584717
	Iteration 31Q: 3 clusters Score -1994925 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1994960.750000 Penalty: 3359.584717
	Iteration 32Q: 3 clusters Score -1994961 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1994994.500000 Penalty: 3359.584717
	Iteration 33Q: 3 clusters Score -1994994 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1995022.875000 Penalty: 3359.584717
	Iteration 34Q: 3 clusters Score -1995023 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1995064.875000 Penalty: 3359.584717
	Iteration 35Q: 3 clusters Score -1995065 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1995105.000000 Penalty: 3359.584717
	Iteration 36Q: 3 clusters Score -1995105 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1995135.250000 Penalty: 3359.584717
	Iteration 37Q: 3 clusters Score -1995135 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1995167.375000 Penalty: 3359.584717
	Iteration 38Q: 3 clusters Score -1995167 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1995215.000000 Penalty: 3359.584717
	Iteration 39Q: 3 clusters Score -1995215 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1995240.250000 Penalty: 3359.584717
	Iteration 40F: 3 clusters Score -1995240 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1995280.000000 Penalty: 3359.584717
	Iteration 41Q: 3 clusters Score -1995280 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1995323.500000 Penalty: 3359.584717
	Iteration 42Q: 3 clusters Score -1995324 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1995392.125000 Penalty: 3359.584717
	Iteration 43Q: 3 clusters Score -1995392 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1995458.875000 Penalty: 3359.584717
	Iteration 44Q: 3 clusters Score -1995459 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1995525.750000 Penalty: 3359.584717
	Iteration 45Q: 3 clusters Score -1995526 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1995585.125000 Penalty: 3359.584717
	Iteration 46Q: 3 clusters Score -1995585 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1995645.500000 Penalty: 3359.584717
	Iteration 47Q: 3 clusters Score -1995646 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1995709.875000 Penalty: 3359.584717
	Iteration 48Q: 3 clusters Score -1995710 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1995774.375000 Penalty: 3359.584717
	Iteration 49Q: 3 clusters Score -1995774 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1995833.250000 Penalty: 3359.584717
	Iteration 50Q: 3 clusters Score -1995833 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1995898.750000 Penalty: 3359.584717
	Iteration 51Q: 3 clusters Score -1995899 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1995974.500000 Penalty: 3359.584717
	Iteration 52Q: 3 clusters Score -1995974 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1996051.500000 Penalty: 3359.584717
	Iteration 53Q: 3 clusters Score -1996052 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1996148.375000 Penalty: 3359.584717
	Iteration 54Q: 3 clusters Score -1996148 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1996259.875000 Penalty: 3359.584717
	Iteration 55Q: 3 clusters Score -1996260 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1996385.875000 Penalty: 3359.584717
	Iteration 56Q: 3 clusters Score -1996386 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1996533.000000 Penalty: 3359.584717
	Iteration 57Q: 3 clusters Score -1996533 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1996676.750000 Penalty: 3359.584717
	Iteration 58Q: 3 clusters Score -1996677 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1996797.875000 Penalty: 3359.584717
	Iteration 59Q: 3 clusters Score -1996798 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1996931.625000 Penalty: 3359.584717
	Iteration 60F: 3 clusters Score -1996932 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1997061.500000 Penalty: 3359.584717
	Iteration 61Q: 3 clusters Score -1997062 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1997157.750000 Penalty: 3359.584717
	Iteration 62Q: 3 clusters Score -1997158 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1997251.875000 Penalty: 3359.584717
	Iteration 63Q: 3 clusters Score -1997252 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1997356.875000 Penalty: 3359.584717
	Iteration 64Q: 3 clusters Score -1997357 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1997443.625000 Penalty: 3359.584717
	Iteration 65Q: 3 clusters Score -1997444 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1997543.250000 Penalty: 3359.584717
	Iteration 66Q: 3 clusters Score -1997543 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1997606.500000 Penalty: 3359.584717
	Iteration 67Q: 3 clusters Score -1997606 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1997649.250000 Penalty: 3359.584717
	Iteration 68Q: 3 clusters Score -1997649 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1997682.250000 Penalty: 3359.584717
	Iteration 69Q: 3 clusters Score -1997682 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1997701.500000 Penalty: 3359.584717
	Iteration 70Q: 3 clusters Score -1997702 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1997713.000000 Penalty: 3359.584717
	Iteration 71Q: 3 clusters Score -1997713 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1997724.000000 Penalty: 3359.584717
	Iteration 72Q: 3 clusters Score -1997724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1997736.750000 Penalty: 3359.584717
	Iteration 73Q: 3 clusters Score -1997737 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1997742.625000 Penalty: 3359.584717
	Iteration 74Q: 3 clusters Score -1997743 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1997751.375000 Penalty: 3359.584717
	Iteration 75Q: 3 clusters Score -1997751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1997766.750000 Penalty: 3359.584717
	Iteration 76Q: 3 clusters Score -1997767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1997773.750000 Penalty: 3359.584717
	Iteration 77Q: 3 clusters Score -1997774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1997774.250000 Penalty: 3359.584717
	Iteration 78Q: 3 clusters Score -1997774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1997779.500000 Penalty: 3359.584717
	Iteration 79Q: 3 clusters Score -1997780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1997784.250000 Penalty: 3359.584717
	Iteration 80F: 3 clusters Score -1997784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1997786.500000 Penalty: 3359.584717
	Iteration 81Q: 3 clusters Score -1997786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1997786.000000 Penalty: 3359.584717
	Iteration 82Q: 3 clusters Score -1997786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1997787.250000 Penalty: 3359.584717
	Iteration 83Q: 3 clusters Score -1997787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1997787.875000 Penalty: 3359.584717
	Iteration 84Q: 3 clusters Score -1997788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1997788.750000 Penalty: 3359.584717
	Iteration 85Q: 3 clusters Score -1997789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1997788.750000 Penalty: 3359.584717
	Iteration 86F: 3 clusters Score -1997789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Entering Unmasked Estep 
Score: -374858.687500 Penalty: 1416.383667
	Iteration 0F: 2 clusters Score -374858.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -370210.500000 Penalty: 2832.767334
	Iteration 0F: 3 clusters Score -370210.5 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -371548.781250 Penalty: 2832.767334
	Iteration 1F: 3 clusters Score -371548.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -371820.281250 Penalty: 2832.767334
	Iteration 2F: 3 clusters Score -371820.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -372046.937500 Penalty: 2832.767334
	Iteration 3F: 3 clusters Score -372046.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -372279.375000 Penalty: 2832.767334
	Iteration 4F: 3 clusters Score -372279.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -372509.937500 Penalty: 2832.767334
	Iteration 5F: 3 clusters Score -372509.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -372753.375000 Penalty: 2832.767334
	Iteration 6F: 3 clusters Score -372753.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -372989.218750 Penalty: 2832.767334
	Iteration 7Q: 3 clusters Score -372989.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -373164.968750 Penalty: 2832.767334
	Iteration 8Q: 3 clusters Score -373165 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -373309.781250 Penalty: 2832.767334
	Iteration 9Q: 3 clusters Score -373309.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -373411.718750 Penalty: 2832.767334
	Iteration 10Q: 3 clusters Score -373411.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -373492.406250 Penalty: 2832.767334
	Iteration 11Q: 3 clusters Score -373492.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -373554.781250 Penalty: 2832.767334
	Iteration 12Q: 3 clusters Score -373554.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -373602.812500 Penalty: 2832.767334
	Iteration 13Q: 3 clusters Score -373602.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -373639.937500 Penalty: 2832.767334
	Iteration 14Q: 3 clusters Score -373639.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -373676.656250 Penalty: 2832.767334
	Iteration 15Q: 3 clusters Score -373676.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -373703.093750 Penalty: 2832.767334
	Iteration 16Q: 3 clusters Score -373703.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -373732.656250 Penalty: 2832.767334
	Iteration 17Q: 3 clusters Score -373732.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -373756.468750 Penalty: 2832.767334
	Iteration 18Q: 3 clusters Score -373756.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -373770.312500 Penalty: 2832.767334
	Iteration 19Q: 3 clusters Score -373770.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -373776.218750 Penalty: 2832.767334
	Iteration 20F: 3 clusters Score -373776.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -373778.218750 Penalty: 2832.767334
	Iteration 21Q: 3 clusters Score -373778.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -373779.500000 Penalty: 2832.767334
	Iteration 22Q: 3 clusters Score -373779.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -373781.656250 Penalty: 2832.767334
	Iteration 23Q: 3 clusters Score -373781.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -373781.656250 Penalty: 2832.767334
	Iteration 24Q: 3 clusters Score -373781.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -373781.656250 Penalty: 2832.767334
	Iteration 25F: 3 clusters Score -373781.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Entering Unmasked Estep 
Score: -585678.625000 Penalty: 1482.706299
	Iteration 0F: 2 clusters Score -585678.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -579049.375000 Penalty: 2965.412598
	Iteration 0F: 3 clusters Score -579049.4 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -581198.687500 Penalty: 2965.412598
	Iteration 1F: 3 clusters Score -581198.7 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -581441.125000 Penalty: 2965.412598
	Iteration 2F: 3 clusters Score -581441.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -581642.312500 Penalty: 2965.412598
	Iteration 3Q: 3 clusters Score -581642.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -581862.875000 Penalty: 2965.412598
	Iteration 4Q: 3 clusters Score -581862.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -582075.562500 Penalty: 2965.412598
	Iteration 5Q: 3 clusters Score -582075.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -582280.187500 Penalty: 2965.412598
	Iteration 6Q: 3 clusters Score -582280.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -582505.312500 Penalty: 2965.412598
	Iteration 7Q: 3 clusters Score -582505.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -582807.125000 Penalty: 2965.412598
	Iteration 8Q: 3 clusters Score -582807.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -583154.687500 Penalty: 2965.412598
	Iteration 9F: 3 clusters Score -583154.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -583498.562500 Penalty: 2965.412598
	Iteration 10Q: 3 clusters Score -583498.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -583857.687500 Penalty: 2965.412598
	Iteration 11Q: 3 clusters Score -583857.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -584171.000000 Penalty: 2965.412598
	Iteration 12Q: 3 clusters Score -584171 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -584391.187500 Penalty: 2965.412598
	Iteration 13Q: 3 clusters Score -584391.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -584526.750000 Penalty: 2965.412598
	Iteration 14Q: 3 clusters Score -584526.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -584600.125000 Penalty: 2965.412598
	Iteration 15Q: 3 clusters Score -584600.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -584651.062500 Penalty: 2965.412598
	Iteration 16Q: 3 clusters Score -584651.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -584683.125000 Penalty: 2965.412598
	Iteration 17Q: 3 clusters Score -584683.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -584707.312500 Penalty: 2965.412598
	Iteration 18Q: 3 clusters Score -584707.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -584726.812500 Penalty: 2965.412598
	Iteration 19Q: 3 clusters Score -584726.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -584744.437500 Penalty: 2965.412598
	Iteration 20F: 3 clusters Score -584744.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -584759.750000 Penalty: 2965.412598
	Iteration 21Q: 3 clusters Score -584759.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -584779.687500 Penalty: 2965.412598
	Iteration 22Q: 3 clusters Score -584779.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -584791.812500 Penalty: 2965.412598
	Iteration 23Q: 3 clusters Score -584791.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -584798.875000 Penalty: 2965.412598
	Iteration 24Q: 3 clusters Score -584798.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -584801.000000 Penalty: 2965.412598
	Iteration 25Q: 3 clusters Score -584801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -584805.312500 Penalty: 2965.412598
	Iteration 26Q: 3 clusters Score -584805.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -584807.750000 Penalty: 2965.412598
	Iteration 27Q: 3 clusters Score -584807.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -584811.187500 Penalty: 2965.412598
	Iteration 28Q: 3 clusters Score -584811.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -584811.437500 Penalty: 2965.412598
	Iteration 29Q: 3 clusters Score -584811.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -584811.312500 Penalty: 2965.412598
	Iteration 30Q: 3 clusters Score -584811.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -584811.625000 Penalty: 2965.412598
	Iteration 31Q: 3 clusters Score -584811.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -584813.500000 Penalty: 2965.412598
	Iteration 32Q: 3 clusters Score -584813.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -584815.062500 Penalty: 2965.412598
	Iteration 33Q: 3 clusters Score -584815.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -584815.812500 Penalty: 2965.412598
	Iteration 34Q: 3 clusters Score -584815.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -584816.437500 Penalty: 2965.412598
	Iteration 35Q: 3 clusters Score -584816.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -584818.125000 Penalty: 2965.412598
	Iteration 36Q: 3 clusters Score -584818.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -584818.750000 Penalty: 2965.412598
	Iteration 37Q: 3 clusters Score -584818.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -584819.250000 Penalty: 2965.412598
	Iteration 38Q: 3 clusters Score -584819.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -584820.500000 Penalty: 2965.412598
	Iteration 39Q: 3 clusters Score -584820.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -584821.500000 Penalty: 2965.412598
	Iteration 40F: 3 clusters Score -584821.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -584821.000000 Penalty: 2965.412598
	Iteration 41Q: 3 clusters Score -584821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -584820.125000 Penalty: 2965.412598
	Iteration 42Q: 3 clusters Score -584820.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -584820.812500 Penalty: 2965.412598
	Iteration 43Q: 3 clusters Score -584820.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -584820.625000 Penalty: 2965.412598
	Iteration 44Q: 3 clusters Score -584820.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -584823.875000 Penalty: 2965.412598
	Iteration 45Q: 3 clusters Score -584823.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -584821.937500 Penalty: 2965.412598
	Iteration 46Q: 3 clusters Score -584821.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -584823.687500 Penalty: 2965.412598
	Iteration 47Q: 3 clusters Score -584823.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -584823.187500 Penalty: 2965.412598
	Iteration 48Q: 3 clusters Score -584823.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -584823.750000 Penalty: 2965.412598
	Iteration 49Q: 3 clusters Score -584823.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -584825.000000 Penalty: 2965.412598
	Iteration 50Q: 3 clusters Score -584825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -584824.437500 Penalty: 2965.412598
	Iteration 51Q: 3 clusters Score -584824.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -584824.437500 Penalty: 2965.412598
	Iteration 52F: 3 clusters Score -584824.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Entering Unmasked Estep 
Score: -337390.531250 Penalty: 1393.941284
	Iteration 0F: 2 clusters Score -337390.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -333160.375000 Penalty: 2787.882568
	Iteration 0F: 3 clusters Score -333160.4 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -334385.375000 Penalty: 2787.882568
	Iteration 1F: 3 clusters Score -334385.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -334608.187500 Penalty: 2787.882568
	Iteration 2F: 3 clusters Score -334608.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -334794.718750 Penalty: 2787.882568
	Iteration 3F: 3 clusters Score -334794.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -334945.875000 Penalty: 2787.882568
	Iteration 4Q: 3 clusters Score -334945.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -335063.718750 Penalty: 2787.882568
	Iteration 5Q: 3 clusters Score -335063.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -335155.125000 Penalty: 2787.882568
	Iteration 6Q: 3 clusters Score -335155.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -335236.031250 Penalty: 2787.882568
	Iteration 7Q: 3 clusters Score -335236 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -335303.781250 Penalty: 2787.882568
	Iteration 8Q: 3 clusters Score -335303.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -335389.312500 Penalty: 2787.882568
	Iteration 9Q: 3 clusters Score -335389.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -335468.156250 Penalty: 2787.882568
	Iteration 10Q: 3 clusters Score -335468.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -335547.937500 Penalty: 2787.882568
	Iteration 11Q: 3 clusters Score -335547.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -335632.531250 Penalty: 2787.882568
	Iteration 12Q: 3 clusters Score -335632.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -335711.687500 Penalty: 2787.882568
	Iteration 13Q: 3 clusters Score -335711.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -335784.000000 Penalty: 2787.882568
	Iteration 14Q: 3 clusters Score -335784 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -335833.437500 Penalty: 2787.882568
	Iteration 15Q: 3 clusters Score -335833.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -335860.562500 Penalty: 2787.882568
	Iteration 16Q: 3 clusters Score -335860.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -335883.062500 Penalty: 2787.882568
	Iteration 17Q: 3 clusters Score -335883.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -335897.875000 Penalty: 2787.882568
	Iteration 18Q: 3 clusters Score -335897.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -335911.812500 Penalty: 2787.882568
	Iteration 19Q: 3 clusters Score -335911.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -335925.468750 Penalty: 2787.882568
	Iteration 20F: 3 clusters Score -335925.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -335938.437500 Penalty: 2787.882568
	Iteration 21Q: 3 clusters Score -335938.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -335947.562500 Penalty: 2787.882568
	Iteration 22Q: 3 clusters Score -335947.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -335955.375000 Penalty: 2787.882568
	Iteration 23Q: 3 clusters Score -335955.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -335963.281250 Penalty: 2787.882568
	Iteration 24Q: 3 clusters Score -335963.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -335970.375000 Penalty: 2787.882568
	Iteration 25Q: 3 clusters Score -335970.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -335977.375000 Penalty: 2787.882568
	Iteration 26Q: 3 clusters Score -335977.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -335980.687500 Penalty: 2787.882568
	Iteration 27Q: 3 clusters Score -335980.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -335984.750000 Penalty: 2787.882568
	Iteration 28Q: 3 clusters Score -335984.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -335987.406250 Penalty: 2787.882568
	Iteration 29Q: 3 clusters Score -335987.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -335990.218750 Penalty: 2787.882568
	Iteration 30Q: 3 clusters Score -335990.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -335991.218750 Penalty: 2787.882568
	Iteration 31Q: 3 clusters Score -335991.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -335993.875000 Penalty: 2787.882568
	Iteration 32Q: 3 clusters Score -335993.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -335994.843750 Penalty: 2787.882568
	Iteration 33Q: 3 clusters Score -335994.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -335994.468750 Penalty: 2787.882568
	Iteration 34Q: 3 clusters Score -335994.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -335995.125000 Penalty: 2787.882568
	Iteration 35Q: 3 clusters Score -335995.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -335995.812500 Penalty: 2787.882568
	Iteration 36Q: 3 clusters Score -335995.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -335996.281250 Penalty: 2787.882568
	Iteration 37Q: 3 clusters Score -335996.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -335996.531250 Penalty: 2787.882568
	Iteration 38Q: 3 clusters Score -335996.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -335996.687500 Penalty: 2787.882568
	Iteration 39Q: 3 clusters Score -335996.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -335996.968750 Penalty: 2787.882568
	Iteration 40F: 3 clusters Score -335997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Entering Unmasked Estep 
Score: -692077.187500 Penalty: 1508.553345
	Iteration 0F: 2 clusters Score -692077.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -684367.312500 Penalty: 3017.106689
	Iteration 0F: 3 clusters Score -684367.3 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -686863.000000 Penalty: 3017.106689
	Iteration 1F: 3 clusters Score -686863 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -687097.562500 Penalty: 3017.106689
	Iteration 2F: 3 clusters Score -687097.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -687274.437500 Penalty: 3017.106689
	Iteration 3Q: 3 clusters Score -687274.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -687419.750000 Penalty: 3017.106689
	Iteration 4Q: 3 clusters Score -687419.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -687557.187500 Penalty: 3017.106689
	Iteration 5Q: 3 clusters Score -687557.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -687690.875000 Penalty: 3017.106689
	Iteration 6Q: 3 clusters Score -687690.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -687795.312500 Penalty: 3017.106689
	Iteration 7Q: 3 clusters Score -687795.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -687907.375000 Penalty: 3017.106689
	Iteration 8Q: 3 clusters Score -687907.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -688061.312500 Penalty: 3017.106689
	Iteration 9Q: 3 clusters Score -688061.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -688244.812500 Penalty: 3017.106689
	Iteration 10Q: 3 clusters Score -688244.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -688457.750000 Penalty: 3017.106689
	Iteration 11Q: 3 clusters Score -688457.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -688699.187500 Penalty: 3017.106689
	Iteration 12Q: 3 clusters Score -688699.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -688929.875000 Penalty: 3017.106689
	Iteration 13Q: 3 clusters Score -688929.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -689180.062500 Penalty: 3017.106689
	Iteration 14Q: 3 clusters Score -689180.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -689390.312500 Penalty: 3017.106689
	Iteration 15Q: 3 clusters Score -689390.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -689573.375000 Penalty: 3017.106689
	Iteration 16Q: 3 clusters Score -689573.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -689750.625000 Penalty: 3017.106689
	Iteration 17Q: 3 clusters Score -689750.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -689919.500000 Penalty: 3017.106689
	Iteration 18Q: 3 clusters Score -689919.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -690052.625000 Penalty: 3017.106689
	Iteration 19Q: 3 clusters Score -690052.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -690168.187500 Penalty: 3017.106689
	Iteration 20F: 3 clusters Score -690168.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -690262.312500 Penalty: 3017.106689
	Iteration 21Q: 3 clusters Score -690262.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -690338.000000 Penalty: 3017.106689
	Iteration 22Q: 3 clusters Score -690338 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -690409.875000 Penalty: 3017.106689
	Iteration 23Q: 3 clusters Score -690409.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -690483.937500 Penalty: 3017.106689
	Iteration 24Q: 3 clusters Score -690483.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -690533.125000 Penalty: 3017.106689
	Iteration 25Q: 3 clusters Score -690533.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -690569.125000 Penalty: 3017.106689
	Iteration 26Q: 3 clusters Score -690569.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -690589.187500 Penalty: 3017.106689
	Iteration 27Q: 3 clusters Score -690589.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -690605.062500 Penalty: 3017.106689
	Iteration 28Q: 3 clusters Score -690605.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -690620.812500 Penalty: 3017.106689
	Iteration 29Q: 3 clusters Score -690620.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -690636.437500 Penalty: 3017.106689
	Iteration 30Q: 3 clusters Score -690636.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -690644.562500 Penalty: 3017.106689
	Iteration 31Q: 3 clusters Score -690644.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -690653.625000 Penalty: 3017.106689
	Iteration 32Q: 3 clusters Score -690653.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -690661.562500 Penalty: 3017.106689
	Iteration 33Q: 3 clusters Score -690661.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -690662.250000 Penalty: 3017.106689
	Iteration 34Q: 3 clusters Score -690662.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -690663.562500 Penalty: 3017.106689
	Iteration 35Q: 3 clusters Score -690663.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -690664.750000 Penalty: 3017.106689
	Iteration 36Q: 3 clusters Score -690664.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -690667.375000 Penalty: 3017.106689
	Iteration 37Q: 3 clusters Score -690667.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -690671.000000 Penalty: 3017.106689
	Iteration 38Q: 3 clusters Score -690671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -690677.875000 Penalty: 3017.106689
	Iteration 39Q: 3 clusters Score -690677.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -690685.375000 Penalty: 3017.106689
	Iteration 40F: 3 clusters Score -690685.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -690692.687500 Penalty: 3017.106689
	Iteration 41Q: 3 clusters Score -690692.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -690701.625000 Penalty: 3017.106689
	Iteration 42Q: 3 clusters Score -690701.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -690707.625000 Penalty: 3017.106689
	Iteration 43Q: 3 clusters Score -690707.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -690714.375000 Penalty: 3017.106689
	Iteration 44Q: 3 clusters Score -690714.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -690722.062500 Penalty: 3017.106689
	Iteration 45Q: 3 clusters Score -690722.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -690725.562500 Penalty: 3017.106689
	Iteration 46Q: 3 clusters Score -690725.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -690730.875000 Penalty: 3017.106689
	Iteration 47Q: 3 clusters Score -690730.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -690736.187500 Penalty: 3017.106689
	Iteration 48Q: 3 clusters Score -690736.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -690739.500000 Penalty: 3017.106689
	Iteration 49Q: 3 clusters Score -690739.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -690742.062500 Penalty: 3017.106689
	Iteration 50Q: 3 clusters Score -690742.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -690742.375000 Penalty: 3017.106689
	Iteration 51Q: 3 clusters Score -690742.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -690743.687500 Penalty: 3017.106689
	Iteration 52Q: 3 clusters Score -690743.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -690744.375000 Penalty: 3017.106689
	Iteration 53Q: 3 clusters Score -690744.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -690743.750000 Penalty: 3017.106689
	Iteration 54Q: 3 clusters Score -690743.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -690747.000000 Penalty: 3017.106689
	Iteration 55Q: 3 clusters Score -690747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -690747.875000 Penalty: 3017.106689
	Iteration 56Q: 3 clusters Score -690747.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -690749.312500 Penalty: 3017.106689
	Iteration 57Q: 3 clusters Score -690749.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -690749.562500 Penalty: 3017.106689
	Iteration 58Q: 3 clusters Score -690749.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -690751.812500 Penalty: 3017.106689
	Iteration 59Q: 3 clusters Score -690751.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -690751.687500 Penalty: 3017.106689
	Iteration 60F: 3 clusters Score -690751.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -690752.250000 Penalty: 3017.106689
	Iteration 61Q: 3 clusters Score -690752.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -690752.250000 Penalty: 3017.106689
	Iteration 62F: 3 clusters Score -690752.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Entering Unmasked Estep 
Score: -310674.656250 Penalty: 1402.111206
	Iteration 0F: 2 clusters Score -310674.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -306346.468750 Penalty: 2804.222412
	Iteration 0F: 3 clusters Score -306346.5 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -307571.031250 Penalty: 2804.222412
	Iteration 1F: 3 clusters Score -307571 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -307780.312500 Penalty: 2804.222412
	Iteration 2F: 3 clusters Score -307780.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -307913.500000 Penalty: 2804.222412
	Iteration 3F: 3 clusters Score -307913.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -308026.843750 Penalty: 2804.222412
	Iteration 4Q: 3 clusters Score -308026.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -308136.500000 Penalty: 2804.222412
	Iteration 5Q: 3 clusters Score -308136.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -308236.156250 Penalty: 2804.222412
	Iteration 6Q: 3 clusters Score -308236.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -308339.312500 Penalty: 2804.222412
	Iteration 7Q: 3 clusters Score -308339.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -308442.968750 Penalty: 2804.222412
	Iteration 8Q: 3 clusters Score -308443 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -308540.437500 Penalty: 2804.222412
	Iteration 9Q: 3 clusters Score -308540.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -308653.656250 Penalty: 2804.222412
	Iteration 10Q: 3 clusters Score -308653.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -308777.843750 Penalty: 2804.222412
	Iteration 11Q: 3 clusters Score -308777.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -308889.906250 Penalty: 2804.222412
	Iteration 12Q: 3 clusters Score -308889.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -308982.937500 Penalty: 2804.222412
	Iteration 13Q: 3 clusters Score -308982.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -309065.000000 Penalty: 2804.222412
	Iteration 14Q: 3 clusters Score -309065 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -309142.968750 Penalty: 2804.222412
	Iteration 15Q: 3 clusters Score -309143 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -309201.656250 Penalty: 2804.222412
	Iteration 16Q: 3 clusters Score -309201.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -309268.187500 Penalty: 2804.222412
	Iteration 17Q: 3 clusters Score -309268.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -309327.093750 Penalty: 2804.222412
	Iteration 18Q: 3 clusters Score -309327.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -309386.468750 Penalty: 2804.222412
	Iteration 19Q: 3 clusters Score -309386.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -309439.000000 Penalty: 2804.222412
	Iteration 20F: 3 clusters Score -309439 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -309484.281250 Penalty: 2804.222412
	Iteration 21Q: 3 clusters Score -309484.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -309513.312500 Penalty: 2804.222412
	Iteration 22Q: 3 clusters Score -309513.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -309531.687500 Penalty: 2804.222412
	Iteration 23Q: 3 clusters Score -309531.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -309547.375000 Penalty: 2804.222412
	Iteration 24Q: 3 clusters Score -309547.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -309561.531250 Penalty: 2804.222412
	Iteration 25Q: 3 clusters Score -309561.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -309574.031250 Penalty: 2804.222412
	Iteration 26Q: 3 clusters Score -309574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -309585.343750 Penalty: 2804.222412
	Iteration 27Q: 3 clusters Score -309585.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -309594.375000 Penalty: 2804.222412
	Iteration 28Q: 3 clusters Score -309594.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -309601.156250 Penalty: 2804.222412
	Iteration 29Q: 3 clusters Score -309601.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -309605.500000 Penalty: 2804.222412
	Iteration 30Q: 3 clusters Score -309605.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -309608.156250 Penalty: 2804.222412
	Iteration 31Q: 3 clusters Score -309608.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -309612.187500 Penalty: 2804.222412
	Iteration 32Q: 3 clusters Score -309612.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -309615.218750 Penalty: 2804.222412
	Iteration 33Q: 3 clusters Score -309615.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -309618.937500 Penalty: 2804.222412
	Iteration 34Q: 3 clusters Score -309618.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -309624.593750 Penalty: 2804.222412
	Iteration 35Q: 3 clusters Score -309624.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -309629.937500 Penalty: 2804.222412
	Iteration 36Q: 3 clusters Score -309629.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -309634.937500 Penalty: 2804.222412
	Iteration 37Q: 3 clusters Score -309634.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -309636.437500 Penalty: 2804.222412
	Iteration 38Q: 3 clusters Score -309636.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -309636.531250 Penalty: 2804.222412
	Iteration 39Q: 3 clusters Score -309636.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -309639.218750 Penalty: 2804.222412
	Iteration 40F: 3 clusters Score -309639.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -309639.781250 Penalty: 2804.222412
	Iteration 41Q: 3 clusters Score -309639.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -309640.687500 Penalty: 2804.222412
	Iteration 42Q: 3 clusters Score -309640.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -309640.687500 Penalty: 2804.222412
	Iteration 43F: 3 clusters Score -309640.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Entering Unmasked Estep 
Score: -469568.437500 Penalty: 1451.119263
	Iteration 0F: 2 clusters Score -469568.4 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 3737 members 
Entering Unmasked Estep 
Score: -463907.250000 Penalty: 2902.238525
	Iteration 0F: 3 clusters Score -463907.2 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -465712.218750 Penalty: 2902.238525
	Iteration 1F: 3 clusters Score -465712.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -465988.093750 Penalty: 2902.238525
	Iteration 2F: 3 clusters Score -465988.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -466236.687500 Penalty: 2902.238525
	Iteration 3F: 3 clusters Score -466236.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -466482.468750 Penalty: 2902.238525
	Iteration 4F: 3 clusters Score -466482.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -466729.718750 Penalty: 2902.238525
	Iteration 5F: 3 clusters Score -466729.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -466983.500000 Penalty: 2902.238525
	Iteration 6F: 3 clusters Score -466983.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -467216.906250 Penalty: 2902.238525
	Iteration 7Q: 3 clusters Score -467216.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -467449.750000 Penalty: 2902.238525
	Iteration 8Q: 3 clusters Score -467449.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -467711.375000 Penalty: 2902.238525
	Iteration 9Q: 3 clusters Score -467711.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -467909.562500 Penalty: 2902.238525
	Iteration 10Q: 3 clusters Score -467909.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -468057.093750 Penalty: 2902.238525
	Iteration 11Q: 3 clusters Score -468057.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -468140.406250 Penalty: 2902.238525
	Iteration 12Q: 3 clusters Score -468140.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -468201.843750 Penalty: 2902.238525
	Iteration 13Q: 3 clusters Score -468201.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -468245.281250 Penalty: 2902.238525
	Iteration 14Q: 3 clusters Score -468245.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -468275.062500 Penalty: 2902.238525
	Iteration 15Q: 3 clusters Score -468275.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -468299.093750 Penalty: 2902.238525
	Iteration 16Q: 3 clusters Score -468299.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -468314.718750 Penalty: 2902.238525
	Iteration 17Q: 3 clusters Score -468314.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -468326.500000 Penalty: 2902.238525
	Iteration 18Q: 3 clusters Score -468326.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -468339.437500 Penalty: 2902.238525
	Iteration 19Q: 3 clusters Score -468339.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -468347.437500 Penalty: 2902.238525
	Iteration 20F: 3 clusters Score -468347.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -468351.875000 Penalty: 2902.238525
	Iteration 21Q: 3 clusters Score -468351.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -468358.968750 Penalty: 2902.238525
	Iteration 22Q: 3 clusters Score -468359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -468362.062500 Penalty: 2902.238525
	Iteration 23Q: 3 clusters Score -468362.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -468366.687500 Penalty: 2902.238525
	Iteration 24Q: 3 clusters Score -468366.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -468369.625000 Penalty: 2902.238525
	Iteration 25Q: 3 clusters Score -468369.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -468372.656250 Penalty: 2902.238525
	Iteration 26Q: 3 clusters Score -468372.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -468374.281250 Penalty: 2902.238525
	Iteration 27Q: 3 clusters Score -468374.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -468378.781250 Penalty: 2902.238525
	Iteration 28Q: 3 clusters Score -468378.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -468383.156250 Penalty: 2902.238525
	Iteration 29Q: 3 clusters Score -468383.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -468388.000000 Penalty: 2902.238525
	Iteration 30Q: 3 clusters Score -468388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -468392.750000 Penalty: 2902.238525
	Iteration 31Q: 3 clusters Score -468392.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -468394.781250 Penalty: 2902.238525
	Iteration 32Q: 3 clusters Score -468394.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -468399.437500 Penalty: 2902.238525
	Iteration 33Q: 3 clusters Score -468399.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -468404.437500 Penalty: 2902.238525
	Iteration 34Q: 3 clusters Score -468404.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -468408.468750 Penalty: 2902.238525
	Iteration 35Q: 3 clusters Score -468408.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -468414.656250 Penalty: 2902.238525
	Iteration 36Q: 3 clusters Score -468414.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -468418.843750 Penalty: 2902.238525
	Iteration 37Q: 3 clusters Score -468418.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -468425.781250 Penalty: 2902.238525
	Iteration 38Q: 3 clusters Score -468425.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -468434.937500 Penalty: 2902.238525
	Iteration 39Q: 3 clusters Score -468434.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -468440.812500 Penalty: 2902.238525
	Iteration 40F: 3 clusters Score -468440.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -468443.250000 Penalty: 2902.238525
	Iteration 41Q: 3 clusters Score -468443.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -468446.562500 Penalty: 2902.238525
	Iteration 42Q: 3 clusters Score -468446.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -468451.375000 Penalty: 2902.238525
	Iteration 43Q: 3 clusters Score -468451.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -468453.281250 Penalty: 2902.238525
	Iteration 44Q: 3 clusters Score -468453.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -468454.718750 Penalty: 2902.238525
	Iteration 45Q: 3 clusters Score -468454.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -468458.281250 Penalty: 2902.238525
	Iteration 46Q: 3 clusters Score -468458.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -468463.218750 Penalty: 2902.238525
	Iteration 47Q: 3 clusters Score -468463.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -468467.250000 Penalty: 2902.238525
	Iteration 48Q: 3 clusters Score -468467.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -468474.312500 Penalty: 2902.238525
	Iteration 49Q: 3 clusters Score -468474.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -468477.000000 Penalty: 2902.238525
	Iteration 50Q: 3 clusters Score -468477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -468481.625000 Penalty: 2902.238525
	Iteration 51Q: 3 clusters Score -468481.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -468483.875000 Penalty: 2902.238525
	Iteration 52Q: 3 clusters Score -468483.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -468487.281250 Penalty: 2902.238525
	Iteration 53Q: 3 clusters Score -468487.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -468488.375000 Penalty: 2902.238525
	Iteration 54Q: 3 clusters Score -468488.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -468489.343750 Penalty: 2902.238525
	Iteration 55Q: 3 clusters Score -468489.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -468490.437500 Penalty: 2902.238525
	Iteration 56Q: 3 clusters Score -468490.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -468491.593750 Penalty: 2902.238525
	Iteration 57Q: 3 clusters Score -468491.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -468493.062500 Penalty: 2902.238525
	Iteration 58Q: 3 clusters Score -468493.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -468495.250000 Penalty: 2902.238525
	Iteration 59Q: 3 clusters Score -468495.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -468498.062500 Penalty: 2902.238525
	Iteration 60F: 3 clusters Score -468498.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -468499.437500 Penalty: 2902.238525
	Iteration 61Q: 3 clusters Score -468499.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -468501.593750 Penalty: 2902.238525
	Iteration 62Q: 3 clusters Score -468501.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -468503.687500 Penalty: 2902.238525
	Iteration 63Q: 3 clusters Score -468503.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -468502.812500 Penalty: 2902.238525
	Iteration 64Q: 3 clusters Score -468502.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -468504.093750 Penalty: 2902.238525
	Iteration 65Q: 3 clusters Score -468504.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -468504.468750 Penalty: 2902.238525
	Iteration 66Q: 3 clusters Score -468504.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -468504.281250 Penalty: 2902.238525
	Iteration 67Q: 3 clusters Score -468504.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -468504.093750 Penalty: 2902.238525
	Iteration 68Q: 3 clusters Score -468504.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -468505.625000 Penalty: 2902.238525
	Iteration 69Q: 3 clusters Score -468505.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -468506.093750 Penalty: 2902.238525
	Iteration 70Q: 3 clusters Score -468506.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -468506.062500 Penalty: 2902.238525
	Iteration 71Q: 3 clusters Score -468506.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -468506.968750 Penalty: 2902.238525
	Iteration 72Q: 3 clusters Score -468507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -468506.468750 Penalty: 2902.238525
	Iteration 73Q: 3 clusters Score -468506.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -468507.062500 Penalty: 2902.238525
	Iteration 74Q: 3 clusters Score -468507.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -468506.812500 Penalty: 2902.238525
	Iteration 75Q: 3 clusters Score -468506.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -468506.281250 Penalty: 2902.238525
	Iteration 76Q: 3 clusters Score -468506.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -468507.468750 Penalty: 2902.238525
	Iteration 77Q: 3 clusters Score -468507.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -468508.156250 Penalty: 2902.238525
	Iteration 78Q: 3 clusters Score -468508.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -468508.843750 Penalty: 2902.238525
	Iteration 79Q: 3 clusters Score -468508.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -468508.562500 Penalty: 2902.238525
	Iteration 80F: 3 clusters Score -468508.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -468509.781250 Penalty: 2902.238525
	Iteration 81Q: 3 clusters Score -468509.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -468510.500000 Penalty: 2902.238525
	Iteration 82Q: 3 clusters Score -468510.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -468510.718750 Penalty: 2902.238525
	Iteration 83Q: 3 clusters Score -468510.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -468510.625000 Penalty: 2902.238525
	Iteration 84Q: 3 clusters Score -468510.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -468510.281250 Penalty: 2902.238525
	Iteration 85Q: 3 clusters Score -468510.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -468511.031250 Penalty: 2902.238525
	Iteration 86Q: 3 clusters Score -468511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -468512.000000 Penalty: 2902.238525
	Iteration 87Q: 3 clusters Score -468512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -468513.093750 Penalty: 2902.238525
	Iteration 88Q: 3 clusters Score -468513.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -468512.500000 Penalty: 2902.238525
	Iteration 89Q: 3 clusters Score -468512.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -468513.843750 Penalty: 2902.238525
	Iteration 90Q: 3 clusters Score -468513.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -468513.843750 Penalty: 2902.238525
	Iteration 91F: 3 clusters Score -468513.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Entering Unmasked Estep 
Score: -480195.593750 Penalty: 1442.891724
	Iteration 0F: 2 clusters Score -480195.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -474791.281250 Penalty: 2885.783447
	Iteration 0F: 3 clusters Score -474791.3 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -476329.062500 Penalty: 2885.783447
	Iteration 1F: 3 clusters Score -476329.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -476505.062500 Penalty: 2885.783447
	Iteration 2F: 3 clusters Score -476505.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -476612.593750 Penalty: 2885.783447
	Iteration 3Q: 3 clusters Score -476612.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -476693.031250 Penalty: 2885.783447
	Iteration 4Q: 3 clusters Score -476693 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -476783.875000 Penalty: 2885.783447
	Iteration 5Q: 3 clusters Score -476783.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -476884.125000 Penalty: 2885.783447
	Iteration 6Q: 3 clusters Score -476884.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -476984.750000 Penalty: 2885.783447
	Iteration 7Q: 3 clusters Score -476984.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -477090.343750 Penalty: 2885.783447
	Iteration 8Q: 3 clusters Score -477090.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -477235.781250 Penalty: 2885.783447
	Iteration 9Q: 3 clusters Score -477235.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -477432.281250 Penalty: 2885.783447
	Iteration 10Q: 3 clusters Score -477432.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -477639.750000 Penalty: 2885.783447
	Iteration 11Q: 3 clusters Score -477639.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -477928.187500 Penalty: 2885.783447
	Iteration 12F: 3 clusters Score -477928.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -478220.281250 Penalty: 2885.783447
	Iteration 13Q: 3 clusters Score -478220.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -478466.281250 Penalty: 2885.783447
	Iteration 14Q: 3 clusters Score -478466.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -478650.843750 Penalty: 2885.783447
	Iteration 15Q: 3 clusters Score -478650.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -478774.437500 Penalty: 2885.783447
	Iteration 16Q: 3 clusters Score -478774.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -478855.031250 Penalty: 2885.783447
	Iteration 17Q: 3 clusters Score -478855 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -478909.437500 Penalty: 2885.783447
	Iteration 18Q: 3 clusters Score -478909.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -478937.500000 Penalty: 2885.783447
	Iteration 19Q: 3 clusters Score -478937.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -478961.218750 Penalty: 2885.783447
	Iteration 20F: 3 clusters Score -478961.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -478988.718750 Penalty: 2885.783447
	Iteration 21Q: 3 clusters Score -478988.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -479010.468750 Penalty: 2885.783447
	Iteration 22Q: 3 clusters Score -479010.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -479030.531250 Penalty: 2885.783447
	Iteration 23Q: 3 clusters Score -479030.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -479046.437500 Penalty: 2885.783447
	Iteration 24Q: 3 clusters Score -479046.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -479058.468750 Penalty: 2885.783447
	Iteration 25Q: 3 clusters Score -479058.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -479068.218750 Penalty: 2885.783447
	Iteration 26Q: 3 clusters Score -479068.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -479078.375000 Penalty: 2885.783447
	Iteration 27Q: 3 clusters Score -479078.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -479089.718750 Penalty: 2885.783447
	Iteration 28Q: 3 clusters Score -479089.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -479100.750000 Penalty: 2885.783447
	Iteration 29Q: 3 clusters Score -479100.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -479112.093750 Penalty: 2885.783447
	Iteration 30Q: 3 clusters Score -479112.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -479120.875000 Penalty: 2885.783447
	Iteration 31Q: 3 clusters Score -479120.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -479124.687500 Penalty: 2885.783447
	Iteration 32Q: 3 clusters Score -479124.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -479128.375000 Penalty: 2885.783447
	Iteration 33Q: 3 clusters Score -479128.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -479131.250000 Penalty: 2885.783447
	Iteration 34Q: 3 clusters Score -479131.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -479132.250000 Penalty: 2885.783447
	Iteration 35Q: 3 clusters Score -479132.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -479134.156250 Penalty: 2885.783447
	Iteration 36Q: 3 clusters Score -479134.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -479136.187500 Penalty: 2885.783447
	Iteration 37Q: 3 clusters Score -479136.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -479136.093750 Penalty: 2885.783447
	Iteration 38Q: 3 clusters Score -479136.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -479136.093750 Penalty: 2885.783447
	Iteration 39F: 3 clusters Score -479136.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Entering Unmasked Estep 
Score: -101082.070312 Penalty: 1210.164917
	Iteration 0F: 2 clusters Score -101082.1 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 879 members 
Entering Unmasked Estep 
Score: -99177.187500 Penalty: 2420.329834
	Iteration 0F: 3 clusters Score -99177.19 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -99571.718750 Penalty: 2420.329834
	Iteration 1F: 3 clusters Score -99571.72 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -99649.695312 Penalty: 2420.329834
	Iteration 2F: 3 clusters Score -99649.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -99684.726562 Penalty: 2420.329834
	Iteration 3Q: 3 clusters Score -99684.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -99702.867188 Penalty: 2420.329834
	Iteration 4Q: 3 clusters Score -99702.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -99713.570312 Penalty: 2420.329834
	Iteration 5Q: 3 clusters Score -99713.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -99724.250000 Penalty: 2420.329834
	Iteration 6Q: 3 clusters Score -99724.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -99731.468750 Penalty: 2420.329834
	Iteration 7Q: 3 clusters Score -99731.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -99742.195312 Penalty: 2420.329834
	Iteration 8Q: 3 clusters Score -99742.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -99756.601562 Penalty: 2420.329834
	Iteration 9Q: 3 clusters Score -99756.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -99768.703125 Penalty: 2420.329834
	Iteration 10Q: 3 clusters Score -99768.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -99779.687500 Penalty: 2420.329834
	Iteration 11Q: 3 clusters Score -99779.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -99785.390625 Penalty: 2420.329834
	Iteration 12Q: 3 clusters Score -99785.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -99788.804688 Penalty: 2420.329834
	Iteration 13Q: 3 clusters Score -99788.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -99791.750000 Penalty: 2420.329834
	Iteration 14Q: 3 clusters Score -99791.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -99794.882812 Penalty: 2420.329834
	Iteration 15Q: 3 clusters Score -99794.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -99797.453125 Penalty: 2420.329834
	Iteration 16Q: 3 clusters Score -99797.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -99799.984375 Penalty: 2420.329834
	Iteration 17Q: 3 clusters Score -99799.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -99801.265625 Penalty: 2420.329834
	Iteration 18Q: 3 clusters Score -99801.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -99801.562500 Penalty: 2420.329834
	Iteration 19Q: 3 clusters Score -99801.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -99802.210938 Penalty: 2420.329834
	Iteration 20F: 3 clusters Score -99802.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Entering Unmasked Estep 
Score: -292797.468750 Penalty: 1364.521851
	Iteration 0F: 2 clusters Score -292797.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -289178.593750 Penalty: 2729.043701
	Iteration 0F: 3 clusters Score -289178.6 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -290108.843750 Penalty: 2729.043701
	Iteration 1F: 3 clusters Score -290108.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -290276.375000 Penalty: 2729.043701
	Iteration 2F: 3 clusters Score -290276.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -290388.875000 Penalty: 2729.043701
	Iteration 3Q: 3 clusters Score -290388.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -290468.062500 Penalty: 2729.043701
	Iteration 4Q: 3 clusters Score -290468.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -290539.031250 Penalty: 2729.043701
	Iteration 5Q: 3 clusters Score -290539 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -290606.656250 Penalty: 2729.043701
	Iteration 6Q: 3 clusters Score -290606.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -290671.562500 Penalty: 2729.043701
	Iteration 7Q: 3 clusters Score -290671.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -290731.656250 Penalty: 2729.043701
	Iteration 8Q: 3 clusters Score -290731.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -290791.468750 Penalty: 2729.043701
	Iteration 9Q: 3 clusters Score -290791.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -290851.468750 Penalty: 2729.043701
	Iteration 10Q: 3 clusters Score -290851.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -290917.781250 Penalty: 2729.043701
	Iteration 11Q: 3 clusters Score -290917.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -290972.937500 Penalty: 2729.043701
	Iteration 12Q: 3 clusters Score -290972.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -291036.062500 Penalty: 2729.043701
	Iteration 13Q: 3 clusters Score -291036.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -291125.687500 Penalty: 2729.043701
	Iteration 14Q: 3 clusters Score -291125.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -291219.781250 Penalty: 2729.043701
	Iteration 15Q: 3 clusters Score -291219.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -291293.625000 Penalty: 2729.043701
	Iteration 16Q: 3 clusters Score -291293.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -291360.062500 Penalty: 2729.043701
	Iteration 17Q: 3 clusters Score -291360.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -291412.625000 Penalty: 2729.043701
	Iteration 18Q: 3 clusters Score -291412.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -291444.593750 Penalty: 2729.043701
	Iteration 19Q: 3 clusters Score -291444.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -291472.531250 Penalty: 2729.043701
	Iteration 20F: 3 clusters Score -291472.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -291502.218750 Penalty: 2729.043701
	Iteration 21Q: 3 clusters Score -291502.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -291524.625000 Penalty: 2729.043701
	Iteration 22Q: 3 clusters Score -291524.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -291542.281250 Penalty: 2729.043701
	Iteration 23Q: 3 clusters Score -291542.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -291553.343750 Penalty: 2729.043701
	Iteration 24Q: 3 clusters Score -291553.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -291570.218750 Penalty: 2729.043701
	Iteration 25Q: 3 clusters Score -291570.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -291581.843750 Penalty: 2729.043701
	Iteration 26Q: 3 clusters Score -291581.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -291592.437500 Penalty: 2729.043701
	Iteration 27Q: 3 clusters Score -291592.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -291599.187500 Penalty: 2729.043701
	Iteration 28Q: 3 clusters Score -291599.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -291603.156250 Penalty: 2729.043701
	Iteration 29Q: 3 clusters Score -291603.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -291607.062500 Penalty: 2729.043701
	Iteration 30Q: 3 clusters Score -291607.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -291610.562500 Penalty: 2729.043701
	Iteration 31Q: 3 clusters Score -291610.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -291613.125000 Penalty: 2729.043701
	Iteration 32Q: 3 clusters Score -291613.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -291617.125000 Penalty: 2729.043701
	Iteration 33Q: 3 clusters Score -291617.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -291618.625000 Penalty: 2729.043701
	Iteration 34Q: 3 clusters Score -291618.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -291619.593750 Penalty: 2729.043701
	Iteration 35Q: 3 clusters Score -291619.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -291620.750000 Penalty: 2729.043701
	Iteration 36Q: 3 clusters Score -291620.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -291622.812500 Penalty: 2729.043701
	Iteration 37Q: 3 clusters Score -291622.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -291623.656250 Penalty: 2729.043701
	Iteration 38Q: 3 clusters Score -291623.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -291624.375000 Penalty: 2729.043701
	Iteration 39Q: 3 clusters Score -291624.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -291625.062500 Penalty: 2729.043701
	Iteration 40F: 3 clusters Score -291625.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -291625.562500 Penalty: 2729.043701
	Iteration 41Q: 3 clusters Score -291625.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -291626.656250 Penalty: 2729.043701
	Iteration 42Q: 3 clusters Score -291626.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -291629.593750 Penalty: 2729.043701
	Iteration 43Q: 3 clusters Score -291629.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -291630.968750 Penalty: 2729.043701
	Iteration 44Q: 3 clusters Score -291631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -291632.812500 Penalty: 2729.043701
	Iteration 45Q: 3 clusters Score -291632.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -291634.125000 Penalty: 2729.043701
	Iteration 46Q: 3 clusters Score -291634.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -291635.281250 Penalty: 2729.043701
	Iteration 47Q: 3 clusters Score -291635.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -291635.562500 Penalty: 2729.043701
	Iteration 48Q: 3 clusters Score -291635.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -291636.187500 Penalty: 2729.043701
	Iteration 49Q: 3 clusters Score -291636.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -291636.250000 Penalty: 2729.043701
	Iteration 50Q: 3 clusters Score -291636.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -291639.937500 Penalty: 2729.043701
	Iteration 51Q: 3 clusters Score -291639.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -291642.625000 Penalty: 2729.043701
	Iteration 52Q: 3 clusters Score -291642.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -291645.375000 Penalty: 2729.043701
	Iteration 53Q: 3 clusters Score -291645.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -291650.312500 Penalty: 2729.043701
	Iteration 54Q: 3 clusters Score -291650.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -291655.125000 Penalty: 2729.043701
	Iteration 55Q: 3 clusters Score -291655.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -291658.531250 Penalty: 2729.043701
	Iteration 56Q: 3 clusters Score -291658.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -291659.468750 Penalty: 2729.043701
	Iteration 57Q: 3 clusters Score -291659.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -291659.468750 Penalty: 2729.043701
	Iteration 58F: 3 clusters Score -291659.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Entering Unmasked Estep 
Score: -691704.687500 Penalty: 1502.928711
	Iteration 0F: 2 clusters Score -691704.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -684255.500000 Penalty: 3005.857422
	Iteration 0F: 3 clusters Score -684255.5 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -686750.187500 Penalty: 3005.857422
	Iteration 1F: 3 clusters Score -686750.2 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -687065.875000 Penalty: 3005.857422
	Iteration 2F: 3 clusters Score -687065.9 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -687382.687500 Penalty: 3005.857422
	Iteration 3F: 3 clusters Score -687382.7 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -687747.500000 Penalty: 3005.857422
	Iteration 4F: 3 clusters Score -687747.5 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -688192.687500 Penalty: 3005.857422
	Iteration 5F: 3 clusters Score -688192.7 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -688687.750000 Penalty: 3005.857422
	Iteration 6F: 3 clusters Score -688687.8 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -689182.250000 Penalty: 3005.857422
	Iteration 7F: 3 clusters Score -689182.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -689612.312500 Penalty: 3005.857422
	Iteration 8Q: 3 clusters Score -689612.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -689938.000000 Penalty: 3005.857422
	Iteration 9Q: 3 clusters Score -689938 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -690103.375000 Penalty: 3005.857422
	Iteration 10Q: 3 clusters Score -690103.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -690197.062500 Penalty: 3005.857422
	Iteration 11Q: 3 clusters Score -690197.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -690261.812500 Penalty: 3005.857422
	Iteration 12Q: 3 clusters Score -690261.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -690297.937500 Penalty: 3005.857422
	Iteration 13Q: 3 clusters Score -690297.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -690333.125000 Penalty: 3005.857422
	Iteration 14Q: 3 clusters Score -690333.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -690351.812500 Penalty: 3005.857422
	Iteration 15Q: 3 clusters Score -690351.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -690366.125000 Penalty: 3005.857422
	Iteration 16Q: 3 clusters Score -690366.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -690384.562500 Penalty: 3005.857422
	Iteration 17Q: 3 clusters Score -690384.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -690389.937500 Penalty: 3005.857422
	Iteration 18Q: 3 clusters Score -690389.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -690393.312500 Penalty: 3005.857422
	Iteration 19Q: 3 clusters Score -690393.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -690395.812500 Penalty: 3005.857422
	Iteration 20F: 3 clusters Score -690395.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -690396.187500 Penalty: 3005.857422
	Iteration 21Q: 3 clusters Score -690396.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -690398.312500 Penalty: 3005.857422
	Iteration 22Q: 3 clusters Score -690398.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -690398.312500 Penalty: 3005.857422
	Iteration 23F: 3 clusters Score -690398.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 475140 members 
Mstep: Class 5 contains 6190 members 
Mstep: Class 6 contains 4542 members 
Mstep: Class 7 contains 10930 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 30859 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 9176 members 
Mstep: Class 13 contains 5314 members 
Mstep: Class 14 contains 10758 members 
Mstep: Class 15 contains 5588 members 
Mstep: Class 16 contains 7555 members 
Mstep: Class 17 contains 7182 members 
Mstep: Class 18 contains 1715 members 
Mstep: Class 19 contains 4434 members 
Mstep: Class 20 contains 10392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198232.000000 Penalty: 43648.683594
Iteration 199Q: 21 clusters Score -4.219823e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 475133 members 
Mstep: Class 5 contains 6190 members 
Mstep: Class 6 contains 4542 members 
Mstep: Class 7 contains 10930 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 30859 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 9176 members 
Mstep: Class 13 contains 5313 members 
Mstep: Class 14 contains 10758 members 
Mstep: Class 15 contains 5588 members 
Mstep: Class 16 contains 7558 members 
Mstep: Class 17 contains 7182 members 
Mstep: Class 18 contains 1715 members 
Mstep: Class 19 contains 4439 members 
Mstep: Class 20 contains 10392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198220.000000 Penalty: 43648.683594
Iteration 200F: 21 clusters Score -4.219822e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 475130 members 
Mstep: Class 5 contains 6190 members 
Mstep: Class 6 contains 4543 members 
Mstep: Class 7 contains 10929 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 30858 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 9176 members 
Mstep: Class 13 contains 5313 members 
Mstep: Class 14 contains 10758 members 
Mstep: Class 15 contains 5588 members 
Mstep: Class 16 contains 7562 members 
Mstep: Class 17 contains 7182 members 
Mstep: Class 18 contains 1715 members 
Mstep: Class 19 contains 4440 members 
Mstep: Class 20 contains 10391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198228.000000 Penalty: 43648.683594
Iteration 201Q: 21 clusters Score -4.219823e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 475123 members 
Mstep: Class 5 contains 6190 members 
Mstep: Class 6 contains 4543 members 
Mstep: Class 7 contains 10929 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 30860 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 9176 members 
Mstep: Class 13 contains 5313 members 
Mstep: Class 14 contains 10758 members 
Mstep: Class 15 contains 5588 members 
Mstep: Class 16 contains 7564 members 
Mstep: Class 17 contains 7182 members 
Mstep: Class 18 contains 1715 members 
Mstep: Class 19 contains 4444 members 
Mstep: Class 20 contains 10390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198224.000000 Penalty: 43648.683594
Iteration 202Q: 21 clusters Score -4.219822e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 475122 members 
Mstep: Class 5 contains 6190 members 
Mstep: Class 6 contains 4543 members 
Mstep: Class 7 contains 10929 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 30862 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 9176 members 
Mstep: Class 13 contains 5313 members 
Mstep: Class 14 contains 10758 members 
Mstep: Class 15 contains 5588 members 
Mstep: Class 16 contains 7565 members 
Mstep: Class 17 contains 7182 members 
Mstep: Class 18 contains 1715 members 
Mstep: Class 19 contains 4445 members 
Mstep: Class 20 contains 10387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198220.000000 Penalty: 43648.683594
Iteration 203Q: 21 clusters Score -4.219822e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 475120 members 
Mstep: Class 5 contains 6190 members 
Mstep: Class 6 contains 4543 members 
Mstep: Class 7 contains 10929 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 30863 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 9176 members 
Mstep: Class 13 contains 5313 members 
Mstep: Class 14 contains 10757 members 
Mstep: Class 15 contains 5588 members 
Mstep: Class 16 contains 7567 members 
Mstep: Class 17 contains 7182 members 
Mstep: Class 18 contains 1715 members 
Mstep: Class 19 contains 4445 members 
Mstep: Class 20 contains 10387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198228.000000 Penalty: 43648.683594
Iteration 204Q: 21 clusters Score -4.219823e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 475117 members 
Mstep: Class 5 contains 6190 members 
Mstep: Class 6 contains 4543 members 
Mstep: Class 7 contains 10929 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 30864 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 9176 members 
Mstep: Class 13 contains 5313 members 
Mstep: Class 14 contains 10757 members 
Mstep: Class 15 contains 5588 members 
Mstep: Class 16 contains 7567 members 
Mstep: Class 17 contains 7182 members 
Mstep: Class 18 contains 1715 members 
Mstep: Class 19 contains 4445 members 
Mstep: Class 20 contains 10389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198200.000000 Penalty: 43648.683594
Iteration 205Q: 21 clusters Score -4.21982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 475117 members 
Mstep: Class 5 contains 6190 members 
Mstep: Class 6 contains 4543 members 
Mstep: Class 7 contains 10929 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 30865 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 9176 members 
Mstep: Class 13 contains 5313 members 
Mstep: Class 14 contains 10757 members 
Mstep: Class 15 contains 5588 members 
Mstep: Class 16 contains 7567 members 
Mstep: Class 17 contains 7182 members 
Mstep: Class 18 contains 1715 members 
Mstep: Class 19 contains 4445 members 
Mstep: Class 20 contains 10388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198196.000000 Penalty: 43648.683594
Iteration 206Q: 21 clusters Score -4.21982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 475116 members 
Mstep: Class 5 contains 6190 members 
Mstep: Class 6 contains 4543 members 
Mstep: Class 7 contains 10930 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 30867 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 9176 members 
Mstep: Class 13 contains 5313 members 
Mstep: Class 14 contains 10757 members 
Mstep: Class 15 contains 5588 members 
Mstep: Class 16 contains 7567 members 
Mstep: Class 17 contains 7182 members 
Mstep: Class 18 contains 1715 members 
Mstep: Class 19 contains 4445 members 
Mstep: Class 20 contains 10386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198216.000000 Penalty: 43648.683594
Iteration 207Q: 21 clusters Score -4.219822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 475116 members 
Mstep: Class 5 contains 6190 members 
Mstep: Class 6 contains 4543 members 
Mstep: Class 7 contains 10931 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 30868 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 9176 members 
Mstep: Class 13 contains 5313 members 
Mstep: Class 14 contains 10757 members 
Mstep: Class 15 contains 5588 members 
Mstep: Class 16 contains 7567 members 
Mstep: Class 17 contains 7182 members 
Mstep: Class 18 contains 1715 members 
Mstep: Class 19 contains 4445 members 
Mstep: Class 20 contains 10384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198208.000000 Penalty: 43648.683594
Iteration 208Q: 21 clusters Score -4.219821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 475111 members 
Mstep: Class 5 contains 6190 members 
Mstep: Class 6 contains 4543 members 
Mstep: Class 7 contains 10931 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 30871 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 9176 members 
Mstep: Class 13 contains 5313 members 
Mstep: Class 14 contains 10757 members 
Mstep: Class 15 contains 5588 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 7182 members 
Mstep: Class 18 contains 1715 members 
Mstep: Class 19 contains 4445 members 
Mstep: Class 20 contains 10385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198208.000000 Penalty: 43648.683594
Iteration 209Q: 21 clusters Score -4.219821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 475109 members 
Mstep: Class 5 contains 6190 members 
Mstep: Class 6 contains 4544 members 
Mstep: Class 7 contains 10930 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 30872 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 9176 members 
Mstep: Class 13 contains 5313 members 
Mstep: Class 14 contains 10757 members 
Mstep: Class 15 contains 5588 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 7182 members 
Mstep: Class 18 contains 1715 members 
Mstep: Class 19 contains 4445 members 
Mstep: Class 20 contains 10385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198208.000000 Penalty: 43648.683594
Iteration 210Q: 21 clusters Score -4.219821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 475108 members 
Mstep: Class 5 contains 6190 members 
Mstep: Class 6 contains 4545 members 
Mstep: Class 7 contains 10930 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 30872 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 9176 members 
Mstep: Class 13 contains 5313 members 
Mstep: Class 14 contains 10756 members 
Mstep: Class 15 contains 5588 members 
Mstep: Class 16 contains 7570 members 
Mstep: Class 17 contains 7182 members 
Mstep: Class 18 contains 1715 members 
Mstep: Class 19 contains 4445 members 
Mstep: Class 20 contains 10385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198224.000000 Penalty: 43648.683594
Iteration 211Q: 21 clusters Score -4.219822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 475107 members 
Mstep: Class 5 contains 6190 members 
Mstep: Class 6 contains 4547 members 
Mstep: Class 7 contains 10930 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 30872 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 9176 members 
Mstep: Class 13 contains 5313 members 
Mstep: Class 14 contains 10756 members 
Mstep: Class 15 contains 5588 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 7182 members 
Mstep: Class 18 contains 1715 members 
Mstep: Class 19 contains 4445 members 
Mstep: Class 20 contains 10385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198228.000000 Penalty: 43648.683594
Iteration 212Q: 21 clusters Score -4.219823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 475106 members 
Mstep: Class 5 contains 6190 members 
Mstep: Class 6 contains 4548 members 
Mstep: Class 7 contains 10930 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 30872 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 9176 members 
Mstep: Class 13 contains 5313 members 
Mstep: Class 14 contains 10756 members 
Mstep: Class 15 contains 5588 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 7182 members 
Mstep: Class 18 contains 1715 members 
Mstep: Class 19 contains 4445 members 
Mstep: Class 20 contains 10385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198232.000000 Penalty: 43648.683594
Iteration 213Q: 21 clusters Score -4.219823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 475105 members 
Mstep: Class 5 contains 6190 members 
Mstep: Class 6 contains 4549 members 
Mstep: Class 7 contains 10930 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 30872 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 9176 members 
Mstep: Class 13 contains 5313 members 
Mstep: Class 14 contains 10756 members 
Mstep: Class 15 contains 5588 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 7182 members 
Mstep: Class 18 contains 1715 members 
Mstep: Class 19 contains 4445 members 
Mstep: Class 20 contains 10385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198236.000000 Penalty: 43648.683594
Iteration 214Q: 21 clusters Score -4.219824e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 475105 members 
Mstep: Class 5 contains 6190 members 
Mstep: Class 6 contains 4549 members 
Mstep: Class 7 contains 10930 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 30872 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 9176 members 
Mstep: Class 13 contains 5313 members 
Mstep: Class 14 contains 10756 members 
Mstep: Class 15 contains 5588 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 7182 members 
Mstep: Class 18 contains 1715 members 
Mstep: Class 19 contains 4445 members 
Mstep: Class 20 contains 10385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198236.000000 Penalty: 43648.683594
Iteration 215F: 21 clusters Score -4.219824e+07 nChanged 0
Entering ConstructFrom: 
Score: -42198236.000000 Penalty: 43648.683594
Entering ConstructFrom: 
Trying to split cluster 1 (76453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76453 members 
Entering Unmasked Estep 
Score: -4808267.500000 Penalty: 1827.220093
	Iteration 0F: 2 clusters Score -4808268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 38435 members 
Entering Unmasked Estep 
Score: -4757246.000000 Penalty: 3654.440186
	Iteration 0F: 3 clusters Score -4757246 nChanged 36290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -4777809.000000 Penalty: 3654.440186
	Iteration 1F: 3 clusters Score -4777809 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 41049 members 
Entering Unmasked Estep 
Score: -4778310.000000 Penalty: 3654.440186
	Iteration 2Q: 3 clusters Score -4778310 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -4778987.500000 Penalty: 3654.440186
	Iteration 3Q: 3 clusters Score -4778988 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -4780136.500000 Penalty: 3654.440186
	Iteration 4Q: 3 clusters Score -4780136 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 48796 members 
Entering Unmasked Estep 
Score: -4782154.000000 Penalty: 3654.440186
	Iteration 5F: 3 clusters Score -4782154 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 54022 members 
Entering Unmasked Estep 
Score: -4785727.500000 Penalty: 3654.440186
	Iteration 6F: 3 clusters Score -4785728 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 60677 members 
Entering Unmasked Estep 
Score: -4791433.500000 Penalty: 3654.440186
	Iteration 7F: 3 clusters Score -4791434 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 67653 members 
Entering Unmasked Estep 
Score: -4798160.000000 Penalty: 3654.440186
	Iteration 8F: 3 clusters Score -4798160 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 72754 members 
Entering Unmasked Estep 
Score: -4803228.000000 Penalty: 3654.440186
	Iteration 9F: 3 clusters Score -4803228 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 75183 members 
Entering Unmasked Estep 
Score: -4805498.500000 Penalty: 3654.440186
	Iteration 10Q: 3 clusters Score -4805498 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 75975 members 
Entering Unmasked Estep 
Score: -4806229.000000 Penalty: 3654.440186
	Iteration 11Q: 3 clusters Score -4806229 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 76196 members 
Entering Unmasked Estep 
Score: -4806481.500000 Penalty: 3654.440186
	Iteration 12Q: 3 clusters Score -4806482 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 76246 members 
Entering Unmasked Estep 
Score: -4806554.500000 Penalty: 3654.440186
	Iteration 13Q: 3 clusters Score -4806554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 76261 members 
Entering Unmasked Estep 
Score: -4806573.500000 Penalty: 3654.440186
	Iteration 14Q: 3 clusters Score -4806574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 76272 members 
Entering Unmasked Estep 
Score: -4806591.500000 Penalty: 3654.440186
	Iteration 15Q: 3 clusters Score -4806592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 76279 members 
Entering Unmasked Estep 
Score: -4806606.500000 Penalty: 3654.440186
	Iteration 16Q: 3 clusters Score -4806606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 76281 members 
Entering Unmasked Estep 
Score: -4806615.000000 Penalty: 3654.440186
	Iteration 17Q: 3 clusters Score -4806615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 76282 members 
Entering Unmasked Estep 
Score: -4806627.500000 Penalty: 3654.440186
	Iteration 18Q: 3 clusters Score -4806628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 76284 members 
Entering Unmasked Estep 
Score: -4806630.500000 Penalty: 3654.440186
	Iteration 19Q: 3 clusters Score -4806630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 76284 members 
Entering Unmasked Estep 
Score: -4806635.500000 Penalty: 3654.440186
	Iteration 20F: 3 clusters Score -4806636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 76284 members 
Entering Unmasked Estep 
Score: -4806638.000000 Penalty: 3654.440186
	Iteration 21Q: 3 clusters Score -4806638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 76286 members 
Entering Unmasked Estep 
Score: -4806641.000000 Penalty: 3654.440186
	Iteration 22Q: 3 clusters Score -4806641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 76286 members 
Entering Unmasked Estep 
Score: -4806641.000000 Penalty: 3654.440186
	Iteration 23F: 3 clusters Score -4806641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Entering Unmasked Estep 
Score: -108773.539062 Penalty: 1234.495361
	Iteration 0F: 2 clusters Score -108773.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -106691.265625 Penalty: 2468.990723
	Iteration 0F: 3 clusters Score -106691.3 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -107186.023438 Penalty: 2468.990723
	Iteration 1F: 3 clusters Score -107186 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -107308.250000 Penalty: 2468.990723
	Iteration 2F: 3 clusters Score -107308.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -107366.757812 Penalty: 2468.990723
	Iteration 3Q: 3 clusters Score -107366.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -107405.140625 Penalty: 2468.990723
	Iteration 4Q: 3 clusters Score -107405.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -107429.039062 Penalty: 2468.990723
	Iteration 5Q: 3 clusters Score -107429 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -107448.796875 Penalty: 2468.990723
	Iteration 6Q: 3 clusters Score -107448.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -107472.367188 Penalty: 2468.990723
	Iteration 7Q: 3 clusters Score -107472.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -107490.820312 Penalty: 2468.990723
	Iteration 8Q: 3 clusters Score -107490.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -107510.187500 Penalty: 2468.990723
	Iteration 9Q: 3 clusters Score -107510.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -107529.765625 Penalty: 2468.990723
	Iteration 10Q: 3 clusters Score -107529.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -107551.609375 Penalty: 2468.990723
	Iteration 11Q: 3 clusters Score -107551.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -107565.343750 Penalty: 2468.990723
	Iteration 12Q: 3 clusters Score -107565.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -107575.828125 Penalty: 2468.990723
	Iteration 13Q: 3 clusters Score -107575.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -107581.039062 Penalty: 2468.990723
	Iteration 14Q: 3 clusters Score -107581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -107587.164062 Penalty: 2468.990723
	Iteration 15Q: 3 clusters Score -107587.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -107598.578125 Penalty: 2468.990723
	Iteration 16Q: 3 clusters Score -107598.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -107603.554688 Penalty: 2468.990723
	Iteration 17Q: 3 clusters Score -107603.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -107614.429688 Penalty: 2468.990723
	Iteration 18Q: 3 clusters Score -107614.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -107625.867188 Penalty: 2468.990723
	Iteration 19Q: 3 clusters Score -107625.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -107637.609375 Penalty: 2468.990723
	Iteration 20F: 3 clusters Score -107637.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -107645.343750 Penalty: 2468.990723
	Iteration 21Q: 3 clusters Score -107645.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -107651.296875 Penalty: 2468.990723
	Iteration 22Q: 3 clusters Score -107651.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -107659.968750 Penalty: 2468.990723
	Iteration 23Q: 3 clusters Score -107660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -107666.921875 Penalty: 2468.990723
	Iteration 24Q: 3 clusters Score -107666.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -107669.242188 Penalty: 2468.990723
	Iteration 25Q: 3 clusters Score -107669.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -107672.203125 Penalty: 2468.990723
	Iteration 26Q: 3 clusters Score -107672.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -107674.632812 Penalty: 2468.990723
	Iteration 27Q: 3 clusters Score -107674.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -107678.812500 Penalty: 2468.990723
	Iteration 28Q: 3 clusters Score -107678.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -107684.171875 Penalty: 2468.990723
	Iteration 29Q: 3 clusters Score -107684.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -107688.304688 Penalty: 2468.990723
	Iteration 30Q: 3 clusters Score -107688.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -107693.875000 Penalty: 2468.990723
	Iteration 31Q: 3 clusters Score -107693.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -107700.273438 Penalty: 2468.990723
	Iteration 32Q: 3 clusters Score -107700.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -107710.984375 Penalty: 2468.990723
	Iteration 33Q: 3 clusters Score -107711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -107729.773438 Penalty: 2468.990723
	Iteration 34Q: 3 clusters Score -107729.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -107761.078125 Penalty: 2468.990723
	Iteration 35Q: 3 clusters Score -107761.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -107786.539062 Penalty: 2468.990723
	Iteration 36Q: 3 clusters Score -107786.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -107818.687500 Penalty: 2468.990723
	Iteration 37Q: 3 clusters Score -107818.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -107838.195312 Penalty: 2468.990723
	Iteration 38Q: 3 clusters Score -107838.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -107851.085938 Penalty: 2468.990723
	Iteration 39Q: 3 clusters Score -107851.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -107855.632812 Penalty: 2468.990723
	Iteration 40F: 3 clusters Score -107855.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -107860.593750 Penalty: 2468.990723
	Iteration 41Q: 3 clusters Score -107860.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -107863.109375 Penalty: 2468.990723
	Iteration 42Q: 3 clusters Score -107863.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -107865.125000 Penalty: 2468.990723
	Iteration 43Q: 3 clusters Score -107865.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -107866.609375 Penalty: 2468.990723
	Iteration 44Q: 3 clusters Score -107866.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -107867.117188 Penalty: 2468.990723
	Iteration 45Q: 3 clusters Score -107867.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -107867.515625 Penalty: 2468.990723
	Iteration 46Q: 3 clusters Score -107867.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -107867.515625 Penalty: 2468.990723
	Iteration 47F: 3 clusters Score -107867.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -79260.992188 Penalty: 1179.949097
	Iteration 0F: 2 clusters Score -79260.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -77545.585938 Penalty: 2359.898193
	Iteration 0F: 3 clusters Score -77545.59 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -77905.445312 Penalty: 2359.898193
	Iteration 1F: 3 clusters Score -77905.45 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -78018.710938 Penalty: 2359.898193
	Iteration 2F: 3 clusters Score -78018.71 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -78095.273438 Penalty: 2359.898193
	Iteration 3F: 3 clusters Score -78095.27 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -78153.648438 Penalty: 2359.898193
	Iteration 4Q: 3 clusters Score -78153.65 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -78200.125000 Penalty: 2359.898193
	Iteration 5Q: 3 clusters Score -78200.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -78233.187500 Penalty: 2359.898193
	Iteration 6Q: 3 clusters Score -78233.19 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -78261.781250 Penalty: 2359.898193
	Iteration 7Q: 3 clusters Score -78261.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -78275.781250 Penalty: 2359.898193
	Iteration 8Q: 3 clusters Score -78275.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -78295.765625 Penalty: 2359.898193
	Iteration 9Q: 3 clusters Score -78295.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -78314.203125 Penalty: 2359.898193
	Iteration 10Q: 3 clusters Score -78314.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -78325.445312 Penalty: 2359.898193
	Iteration 11Q: 3 clusters Score -78325.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -78337.578125 Penalty: 2359.898193
	Iteration 12Q: 3 clusters Score -78337.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -78347.039062 Penalty: 2359.898193
	Iteration 13Q: 3 clusters Score -78347.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -78355.664062 Penalty: 2359.898193
	Iteration 14Q: 3 clusters Score -78355.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -78364.890625 Penalty: 2359.898193
	Iteration 15Q: 3 clusters Score -78364.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -78372.296875 Penalty: 2359.898193
	Iteration 16Q: 3 clusters Score -78372.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -78379.062500 Penalty: 2359.898193
	Iteration 17Q: 3 clusters Score -78379.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -78385.851562 Penalty: 2359.898193
	Iteration 18Q: 3 clusters Score -78385.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -78392.843750 Penalty: 2359.898193
	Iteration 19Q: 3 clusters Score -78392.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -78396.632812 Penalty: 2359.898193
	Iteration 20F: 3 clusters Score -78396.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -78401.304688 Penalty: 2359.898193
	Iteration 21Q: 3 clusters Score -78401.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -78404.664062 Penalty: 2359.898193
	Iteration 22Q: 3 clusters Score -78404.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -78406.492188 Penalty: 2359.898193
	Iteration 23Q: 3 clusters Score -78406.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -78408.031250 Penalty: 2359.898193
	Iteration 24Q: 3 clusters Score -78408.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -78409.179688 Penalty: 2359.898193
	Iteration 25Q: 3 clusters Score -78409.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -78410.257812 Penalty: 2359.898193
	Iteration 26Q: 3 clusters Score -78410.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -78411.023438 Penalty: 2359.898193
	Iteration 27Q: 3 clusters Score -78411.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -78411.023438 Penalty: 2359.898193
	Iteration 28F: 3 clusters Score -78411.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (475105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475105 members 
Entering Unmasked Estep 
Score: -30118064.000000 Penalty: 2124.084717
	Iteration 0F: 2 clusters Score -3.011806e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237581 members 
Mstep: Class 2 contains 237524 members 
Entering Unmasked Estep 
Score: -29797276.000000 Penalty: 4248.169434
	Iteration 0F: 3 clusters Score -2.979728e+07 nChanged 232587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241128 members 
Mstep: Class 2 contains 233977 members 
Entering Unmasked Estep 
Score: -29939698.000000 Penalty: 4248.169434
	Iteration 1F: 3 clusters Score -2.99397e+07 nChanged 14715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243229 members 
Mstep: Class 2 contains 231876 members 
Entering Unmasked Estep 
Score: -29943468.000000 Penalty: 4248.169434
	Iteration 2Q: 3 clusters Score -2.994347e+07 nChanged 17142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246643 members 
Mstep: Class 2 contains 228462 members 
Entering Unmasked Estep 
Score: -29949154.000000 Penalty: 4248.169434
	Iteration 3Q: 3 clusters Score -2.994915e+07 nChanged 20612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251885 members 
Mstep: Class 2 contains 223220 members 
Entering Unmasked Estep 
Score: -29957578.000000 Penalty: 4248.169434
	Iteration 4Q: 3 clusters Score -2.995758e+07 nChanged 24877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259128 members 
Mstep: Class 2 contains 215977 members 
Entering Unmasked Estep 
Score: -29970396.000000 Penalty: 4248.169434
	Iteration 5F: 3 clusters Score -2.99704e+07 nChanged 28481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268021 members 
Mstep: Class 2 contains 207084 members 
Entering Unmasked Estep 
Score: -29989284.000000 Penalty: 4248.169434
	Iteration 6F: 3 clusters Score -2.998928e+07 nChanged 30370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277047 members 
Mstep: Class 2 contains 198058 members 
Entering Unmasked Estep 
Score: -30011580.000000 Penalty: 4248.169434
	Iteration 7F: 3 clusters Score -3.001158e+07 nChanged 28509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284406 members 
Mstep: Class 2 contains 190699 members 
Entering Unmasked Estep 
Score: -30030772.000000 Penalty: 4248.169434
	Iteration 8F: 3 clusters Score -3.003077e+07 nChanged 22052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290478 members 
Mstep: Class 2 contains 184627 members 
Entering Unmasked Estep 
Score: -30041356.000000 Penalty: 4248.169434
	Iteration 9Q: 3 clusters Score -3.004136e+07 nChanged 13966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296084 members 
Mstep: Class 2 contains 179021 members 
Entering Unmasked Estep 
Score: -30045648.000000 Penalty: 4248.169434
	Iteration 10Q: 3 clusters Score -3.004565e+07 nChanged 9153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301921 members 
Mstep: Class 2 contains 173184 members 
Entering Unmasked Estep 
Score: -30047972.000000 Penalty: 4248.169434
	Iteration 11Q: 3 clusters Score -3.004797e+07 nChanged 7531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307982 members 
Mstep: Class 2 contains 167123 members 
Entering Unmasked Estep 
Score: -30050210.000000 Penalty: 4248.169434
	Iteration 12Q: 3 clusters Score -3.005021e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314293 members 
Mstep: Class 2 contains 160812 members 
Entering Unmasked Estep 
Score: -30052530.000000 Penalty: 4248.169434
	Iteration 13Q: 3 clusters Score -3.005253e+07 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320792 members 
Mstep: Class 2 contains 154313 members 
Entering Unmasked Estep 
Score: -30054700.000000 Penalty: 4248.169434
	Iteration 14Q: 3 clusters Score -3.00547e+07 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327523 members 
Mstep: Class 2 contains 147582 members 
Entering Unmasked Estep 
Score: -30057096.000000 Penalty: 4248.169434
	Iteration 15Q: 3 clusters Score -3.00571e+07 nChanged 7476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334465 members 
Mstep: Class 2 contains 140640 members 
Entering Unmasked Estep 
Score: -30059770.000000 Penalty: 4248.169434
	Iteration 16Q: 3 clusters Score -3.005977e+07 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341549 members 
Mstep: Class 2 contains 133556 members 
Entering Unmasked Estep 
Score: -30062362.000000 Penalty: 4248.169434
	Iteration 17Q: 3 clusters Score -3.006236e+07 nChanged 7575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348704 members 
Mstep: Class 2 contains 126401 members 
Entering Unmasked Estep 
Score: -30065014.000000 Penalty: 4248.169434
	Iteration 18Q: 3 clusters Score -3.006501e+07 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356173 members 
Mstep: Class 2 contains 118932 members 
Entering Unmasked Estep 
Score: -30068016.000000 Penalty: 4248.169434
	Iteration 19Q: 3 clusters Score -3.006802e+07 nChanged 7703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363584 members 
Mstep: Class 2 contains 111521 members 
Entering Unmasked Estep 
Score: -30070976.000000 Penalty: 4248.169434
	Iteration 20F: 3 clusters Score -3.007098e+07 nChanged 7624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370976 members 
Mstep: Class 2 contains 104129 members 
Entering Unmasked Estep 
Score: -30074014.000000 Penalty: 4248.169434
	Iteration 21Q: 3 clusters Score -3.007401e+07 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378250 members 
Mstep: Class 2 contains 96855 members 
Entering Unmasked Estep 
Score: -30076766.000000 Penalty: 4248.169434
	Iteration 22Q: 3 clusters Score -3.007677e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385306 members 
Mstep: Class 2 contains 89799 members 
Entering Unmasked Estep 
Score: -30079478.000000 Penalty: 4248.169434
	Iteration 23Q: 3 clusters Score -3.007948e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392408 members 
Mstep: Class 2 contains 82697 members 
Entering Unmasked Estep 
Score: -30082134.000000 Penalty: 4248.169434
	Iteration 24Q: 3 clusters Score -3.008213e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399215 members 
Mstep: Class 2 contains 75890 members 
Entering Unmasked Estep 
Score: -30084990.000000 Penalty: 4248.169434
	Iteration 25Q: 3 clusters Score -3.008499e+07 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405916 members 
Mstep: Class 2 contains 69189 members 
Entering Unmasked Estep 
Score: -30087842.000000 Penalty: 4248.169434
	Iteration 26Q: 3 clusters Score -3.008784e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412323 members 
Mstep: Class 2 contains 62782 members 
Entering Unmasked Estep 
Score: -30090506.000000 Penalty: 4248.169434
	Iteration 27Q: 3 clusters Score -3.009051e+07 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418354 members 
Mstep: Class 2 contains 56751 members 
Entering Unmasked Estep 
Score: -30093496.000000 Penalty: 4248.169434
	Iteration 28Q: 3 clusters Score -3.00935e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424020 members 
Mstep: Class 2 contains 51085 members 
Entering Unmasked Estep 
Score: -30096202.000000 Penalty: 4248.169434
	Iteration 29Q: 3 clusters Score -3.00962e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429157 members 
Mstep: Class 2 contains 45948 members 
Entering Unmasked Estep 
Score: -30099084.000000 Penalty: 4248.169434
	Iteration 30Q: 3 clusters Score -3.009908e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433732 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -30101408.000000 Penalty: 4248.169434
	Iteration 31Q: 3 clusters Score -3.010141e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437816 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -30103490.000000 Penalty: 4248.169434
	Iteration 32Q: 3 clusters Score -3.010349e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441442 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -30105282.000000 Penalty: 4248.169434
	Iteration 33Q: 3 clusters Score -3.010528e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444660 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -30106764.000000 Penalty: 4248.169434
	Iteration 34Q: 3 clusters Score -3.010676e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447535 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -30107898.000000 Penalty: 4248.169434
	Iteration 35Q: 3 clusters Score -3.01079e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450098 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -30108862.000000 Penalty: 4248.169434
	Iteration 36Q: 3 clusters Score -3.010886e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452536 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -30109656.000000 Penalty: 4248.169434
	Iteration 37Q: 3 clusters Score -3.010966e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454770 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -30110426.000000 Penalty: 4248.169434
	Iteration 38Q: 3 clusters Score -3.011043e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456900 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -30111350.000000 Penalty: 4248.169434
	Iteration 39Q: 3 clusters Score -3.011135e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458893 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -30111946.000000 Penalty: 4248.169434
	Iteration 40F: 3 clusters Score -3.011195e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460755 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -30112674.000000 Penalty: 4248.169434
	Iteration 41Q: 3 clusters Score -3.011267e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462478 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -30113318.000000 Penalty: 4248.169434
	Iteration 42Q: 3 clusters Score -3.011332e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464037 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -30113904.000000 Penalty: 4248.169434
	Iteration 43Q: 3 clusters Score -3.01139e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465470 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -30114394.000000 Penalty: 4248.169434
	Iteration 44Q: 3 clusters Score -3.011439e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466746 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -30114832.000000 Penalty: 4248.169434
	Iteration 45Q: 3 clusters Score -3.011483e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467845 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -30115096.000000 Penalty: 4248.169434
	Iteration 46Q: 3 clusters Score -3.01151e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468731 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -30115310.000000 Penalty: 4248.169434
	Iteration 47Q: 3 clusters Score -3.011531e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469486 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -30115592.000000 Penalty: 4248.169434
	Iteration 48Q: 3 clusters Score -3.011559e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470122 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -30115758.000000 Penalty: 4248.169434
	Iteration 49Q: 3 clusters Score -3.011576e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470627 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -30115858.000000 Penalty: 4248.169434
	Iteration 50Q: 3 clusters Score -3.011586e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471026 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -30116000.000000 Penalty: 4248.169434
	Iteration 51Q: 3 clusters Score -3.0116e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471387 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -30116038.000000 Penalty: 4248.169434
	Iteration 52Q: 3 clusters Score -3.011604e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471667 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -30116194.000000 Penalty: 4248.169434
	Iteration 53Q: 3 clusters Score -3.011619e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471909 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -30116280.000000 Penalty: 4248.169434
	Iteration 54Q: 3 clusters Score -3.011628e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472099 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -30116298.000000 Penalty: 4248.169434
	Iteration 55Q: 3 clusters Score -3.01163e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472265 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -30116378.000000 Penalty: 4248.169434
	Iteration 56Q: 3 clusters Score -3.011638e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472403 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -30116380.000000 Penalty: 4248.169434
	Iteration 57Q: 3 clusters Score -3.011638e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472518 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -30116436.000000 Penalty: 4248.169434
	Iteration 58Q: 3 clusters Score -3.011644e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472614 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -30116448.000000 Penalty: 4248.169434
	Iteration 59Q: 3 clusters Score -3.011645e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472688 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -30116464.000000 Penalty: 4248.169434
	Iteration 60F: 3 clusters Score -3.011646e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472743 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -30116480.000000 Penalty: 4248.169434
	Iteration 61Q: 3 clusters Score -3.011648e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472780 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -30116480.000000 Penalty: 4248.169434
	Iteration 62Q: 3 clusters Score -3.011648e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472824 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -30116470.000000 Penalty: 4248.169434
	Iteration 63Q: 3 clusters Score -3.011647e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472858 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -30116488.000000 Penalty: 4248.169434
	Iteration 64Q: 3 clusters Score -3.011649e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472904 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -30116492.000000 Penalty: 4248.169434
	Iteration 65Q: 3 clusters Score -3.011649e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472947 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -30116520.000000 Penalty: 4248.169434
	Iteration 66Q: 3 clusters Score -3.011652e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472976 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -30116520.000000 Penalty: 4248.169434
	Iteration 67Q: 3 clusters Score -3.011652e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472992 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -30116524.000000 Penalty: 4248.169434
	Iteration 68Q: 3 clusters Score -3.011652e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473016 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -30116510.000000 Penalty: 4248.169434
	Iteration 69Q: 3 clusters Score -3.011651e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473025 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -30116514.000000 Penalty: 4248.169434
	Iteration 70Q: 3 clusters Score -3.011651e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473041 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -30116562.000000 Penalty: 4248.169434
	Iteration 71Q: 3 clusters Score -3.011656e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473060 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -30116574.000000 Penalty: 4248.169434
	Iteration 72Q: 3 clusters Score -3.011657e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473078 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -30116590.000000 Penalty: 4248.169434
	Iteration 73Q: 3 clusters Score -3.011659e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473085 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -30116582.000000 Penalty: 4248.169434
	Iteration 74Q: 3 clusters Score -3.011658e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473096 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -30116594.000000 Penalty: 4248.169434
	Iteration 75Q: 3 clusters Score -3.011659e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473100 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -30116594.000000 Penalty: 4248.169434
	Iteration 76Q: 3 clusters Score -3.011659e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473107 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -30116582.000000 Penalty: 4248.169434
	Iteration 77Q: 3 clusters Score -3.011658e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473114 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -30116566.000000 Penalty: 4248.169434
	Iteration 78Q: 3 clusters Score -3.011657e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473126 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -30116590.000000 Penalty: 4248.169434
	Iteration 79Q: 3 clusters Score -3.011659e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473137 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -30116618.000000 Penalty: 4248.169434
	Iteration 80F: 3 clusters Score -3.011662e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473144 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -30116592.000000 Penalty: 4248.169434
	Iteration 81Q: 3 clusters Score -3.011659e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473143 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -30116590.000000 Penalty: 4248.169434
	Iteration 82Q: 3 clusters Score -3.011659e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473147 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -30116598.000000 Penalty: 4248.169434
	Iteration 83Q: 3 clusters Score -3.01166e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473152 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -30116594.000000 Penalty: 4248.169434
	Iteration 84Q: 3 clusters Score -3.011659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473151 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -30116602.000000 Penalty: 4248.169434
	Iteration 85Q: 3 clusters Score -3.01166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473151 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -30116598.000000 Penalty: 4248.169434
	Iteration 86Q: 3 clusters Score -3.01166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473153 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -30116604.000000 Penalty: 4248.169434
	Iteration 87Q: 3 clusters Score -3.01166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473155 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -30116596.000000 Penalty: 4248.169434
	Iteration 88Q: 3 clusters Score -3.01166e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473161 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -30116588.000000 Penalty: 4248.169434
	Iteration 89Q: 3 clusters Score -3.011659e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473165 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -30116570.000000 Penalty: 4248.169434
	Iteration 90Q: 3 clusters Score -3.011657e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473164 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -30116592.000000 Penalty: 4248.169434
	Iteration 91Q: 3 clusters Score -3.011659e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473168 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -30116582.000000 Penalty: 4248.169434
	Iteration 92Q: 3 clusters Score -3.011658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473170 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -30116576.000000 Penalty: 4248.169434
	Iteration 93Q: 3 clusters Score -3.011658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473172 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -30116586.000000 Penalty: 4248.169434
	Iteration 94Q: 3 clusters Score -3.011659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473173 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -30116590.000000 Penalty: 4248.169434
	Iteration 95Q: 3 clusters Score -3.011659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473176 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -30116594.000000 Penalty: 4248.169434
	Iteration 96Q: 3 clusters Score -3.011659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473176 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -30116594.000000 Penalty: 4248.169434
	Iteration 97Q: 3 clusters Score -3.011659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473174 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -30116604.000000 Penalty: 4248.169434
	Iteration 98Q: 3 clusters Score -3.01166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473174 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -30116584.000000 Penalty: 4248.169434
	Iteration 99Q: 3 clusters Score -3.011658e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473174 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -30116584.000000 Penalty: 4248.169434
	Iteration 100F: 3 clusters Score -3.011658e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Entering Unmasked Estep 
Score: -382470.156250 Penalty: 1418.737183
	Iteration 0F: 2 clusters Score -382470.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -377784.937500 Penalty: 2837.474365
	Iteration 0F: 3 clusters Score -377784.9 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -379193.437500 Penalty: 2837.474365
	Iteration 1F: 3 clusters Score -379193.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -379369.062500 Penalty: 2837.474365
	Iteration 2F: 3 clusters Score -379369.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -379479.593750 Penalty: 2837.474365
	Iteration 3Q: 3 clusters Score -379479.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -379567.125000 Penalty: 2837.474365
	Iteration 4Q: 3 clusters Score -379567.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -379644.500000 Penalty: 2837.474365
	Iteration 5Q: 3 clusters Score -379644.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -379712.000000 Penalty: 2837.474365
	Iteration 6Q: 3 clusters Score -379712 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -379776.281250 Penalty: 2837.474365
	Iteration 7Q: 3 clusters Score -379776.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -379838.031250 Penalty: 2837.474365
	Iteration 8Q: 3 clusters Score -379838 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -379917.343750 Penalty: 2837.474365
	Iteration 9Q: 3 clusters Score -379917.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -379995.500000 Penalty: 2837.474365
	Iteration 10Q: 3 clusters Score -379995.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -380074.687500 Penalty: 2837.474365
	Iteration 11Q: 3 clusters Score -380074.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -380161.406250 Penalty: 2837.474365
	Iteration 12Q: 3 clusters Score -380161.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -380246.687500 Penalty: 2837.474365
	Iteration 13Q: 3 clusters Score -380246.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -380334.312500 Penalty: 2837.474365
	Iteration 14Q: 3 clusters Score -380334.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -380432.937500 Penalty: 2837.474365
	Iteration 15Q: 3 clusters Score -380432.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -380523.281250 Penalty: 2837.474365
	Iteration 16Q: 3 clusters Score -380523.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -380595.062500 Penalty: 2837.474365
	Iteration 17Q: 3 clusters Score -380595.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -380638.593750 Penalty: 2837.474365
	Iteration 18Q: 3 clusters Score -380638.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -380668.250000 Penalty: 2837.474365
	Iteration 19Q: 3 clusters Score -380668.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -380695.437500 Penalty: 2837.474365
	Iteration 20F: 3 clusters Score -380695.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -380717.312500 Penalty: 2837.474365
	Iteration 21Q: 3 clusters Score -380717.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -380741.718750 Penalty: 2837.474365
	Iteration 22Q: 3 clusters Score -380741.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -380770.093750 Penalty: 2837.474365
	Iteration 23Q: 3 clusters Score -380770.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -380793.906250 Penalty: 2837.474365
	Iteration 24Q: 3 clusters Score -380793.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -380810.593750 Penalty: 2837.474365
	Iteration 25Q: 3 clusters Score -380810.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -380822.406250 Penalty: 2837.474365
	Iteration 26Q: 3 clusters Score -380822.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -380833.812500 Penalty: 2837.474365
	Iteration 27Q: 3 clusters Score -380833.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -380849.781250 Penalty: 2837.474365
	Iteration 28Q: 3 clusters Score -380849.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -380856.937500 Penalty: 2837.474365
	Iteration 29Q: 3 clusters Score -380856.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -380865.218750 Penalty: 2837.474365
	Iteration 30Q: 3 clusters Score -380865.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -380872.062500 Penalty: 2837.474365
	Iteration 31Q: 3 clusters Score -380872.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -380874.656250 Penalty: 2837.474365
	Iteration 32Q: 3 clusters Score -380874.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -380879.937500 Penalty: 2837.474365
	Iteration 33Q: 3 clusters Score -380879.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -380884.062500 Penalty: 2837.474365
	Iteration 34Q: 3 clusters Score -380884.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -380887.812500 Penalty: 2837.474365
	Iteration 35Q: 3 clusters Score -380887.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -380889.343750 Penalty: 2837.474365
	Iteration 36Q: 3 clusters Score -380889.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -380890.968750 Penalty: 2837.474365
	Iteration 37Q: 3 clusters Score -380891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -380893.031250 Penalty: 2837.474365
	Iteration 38Q: 3 clusters Score -380893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -380893.531250 Penalty: 2837.474365
	Iteration 39Q: 3 clusters Score -380893.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -380895.437500 Penalty: 2837.474365
	Iteration 40F: 3 clusters Score -380895.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -380896.437500 Penalty: 2837.474365
	Iteration 41Q: 3 clusters Score -380896.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -380899.625000 Penalty: 2837.474365
	Iteration 42Q: 3 clusters Score -380899.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -380902.750000 Penalty: 2837.474365
	Iteration 43Q: 3 clusters Score -380902.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -380904.656250 Penalty: 2837.474365
	Iteration 44Q: 3 clusters Score -380904.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -380905.906250 Penalty: 2837.474365
	Iteration 45Q: 3 clusters Score -380905.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -380908.156250 Penalty: 2837.474365
	Iteration 46Q: 3 clusters Score -380908.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -380910.125000 Penalty: 2837.474365
	Iteration 47Q: 3 clusters Score -380910.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -380911.718750 Penalty: 2837.474365
	Iteration 48Q: 3 clusters Score -380911.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -380913.562500 Penalty: 2837.474365
	Iteration 49Q: 3 clusters Score -380913.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -380914.812500 Penalty: 2837.474365
	Iteration 50Q: 3 clusters Score -380914.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -380915.875000 Penalty: 2837.474365
	Iteration 51Q: 3 clusters Score -380915.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -380917.750000 Penalty: 2837.474365
	Iteration 52Q: 3 clusters Score -380917.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -380918.625000 Penalty: 2837.474365
	Iteration 53Q: 3 clusters Score -380918.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -380919.093750 Penalty: 2837.474365
	Iteration 54Q: 3 clusters Score -380919.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -380920.187500 Penalty: 2837.474365
	Iteration 55Q: 3 clusters Score -380920.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -380919.625000 Penalty: 2837.474365
	Iteration 56Q: 3 clusters Score -380919.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -380919.875000 Penalty: 2837.474365
	Iteration 57Q: 3 clusters Score -380919.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -380919.875000 Penalty: 2837.474365
	Iteration 58F: 3 clusters Score -380919.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Entering Unmasked Estep 
Score: -298340.468750 Penalty: 1368.682739
	Iteration 0F: 2 clusters Score -298340.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -294661.062500 Penalty: 2737.365479
	Iteration 0F: 3 clusters Score -294661.1 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -295629.750000 Penalty: 2737.365479
	Iteration 1F: 3 clusters Score -295629.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -295791.750000 Penalty: 2737.365479
	Iteration 2F: 3 clusters Score -295791.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -295921.156250 Penalty: 2737.365479
	Iteration 3F: 3 clusters Score -295921.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -296035.656250 Penalty: 2737.365479
	Iteration 4Q: 3 clusters Score -296035.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -296129.937500 Penalty: 2737.365479
	Iteration 5Q: 3 clusters Score -296129.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -296222.437500 Penalty: 2737.365479
	Iteration 6Q: 3 clusters Score -296222.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -296320.375000 Penalty: 2737.365479
	Iteration 7Q: 3 clusters Score -296320.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -296417.156250 Penalty: 2737.365479
	Iteration 8Q: 3 clusters Score -296417.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -296516.750000 Penalty: 2737.365479
	Iteration 9Q: 3 clusters Score -296516.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -296616.906250 Penalty: 2737.365479
	Iteration 10Q: 3 clusters Score -296616.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -296710.125000 Penalty: 2737.365479
	Iteration 11Q: 3 clusters Score -296710.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -296801.156250 Penalty: 2737.365479
	Iteration 12Q: 3 clusters Score -296801.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -296882.156250 Penalty: 2737.365479
	Iteration 13Q: 3 clusters Score -296882.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -296945.875000 Penalty: 2737.365479
	Iteration 14Q: 3 clusters Score -296945.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -297005.593750 Penalty: 2737.365479
	Iteration 15Q: 3 clusters Score -297005.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -297048.562500 Penalty: 2737.365479
	Iteration 16Q: 3 clusters Score -297048.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -297083.500000 Penalty: 2737.365479
	Iteration 17Q: 3 clusters Score -297083.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -297104.812500 Penalty: 2737.365479
	Iteration 18Q: 3 clusters Score -297104.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -297125.156250 Penalty: 2737.365479
	Iteration 19Q: 3 clusters Score -297125.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -297144.656250 Penalty: 2737.365479
	Iteration 20F: 3 clusters Score -297144.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -297164.562500 Penalty: 2737.365479
	Iteration 21Q: 3 clusters Score -297164.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -297183.531250 Penalty: 2737.365479
	Iteration 22Q: 3 clusters Score -297183.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -297197.437500 Penalty: 2737.365479
	Iteration 23Q: 3 clusters Score -297197.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -297210.000000 Penalty: 2737.365479
	Iteration 24Q: 3 clusters Score -297210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -297219.781250 Penalty: 2737.365479
	Iteration 25Q: 3 clusters Score -297219.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -297230.500000 Penalty: 2737.365479
	Iteration 26Q: 3 clusters Score -297230.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -297234.000000 Penalty: 2737.365479
	Iteration 27Q: 3 clusters Score -297234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -297237.656250 Penalty: 2737.365479
	Iteration 28Q: 3 clusters Score -297237.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -297240.843750 Penalty: 2737.365479
	Iteration 29Q: 3 clusters Score -297240.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -297243.562500 Penalty: 2737.365479
	Iteration 30Q: 3 clusters Score -297243.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -297245.750000 Penalty: 2737.365479
	Iteration 31Q: 3 clusters Score -297245.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -297248.093750 Penalty: 2737.365479
	Iteration 32Q: 3 clusters Score -297248.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -297250.187500 Penalty: 2737.365479
	Iteration 33Q: 3 clusters Score -297250.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -297251.750000 Penalty: 2737.365479
	Iteration 34Q: 3 clusters Score -297251.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -297255.031250 Penalty: 2737.365479
	Iteration 35Q: 3 clusters Score -297255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -297256.812500 Penalty: 2737.365479
	Iteration 36Q: 3 clusters Score -297256.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -297259.125000 Penalty: 2737.365479
	Iteration 37Q: 3 clusters Score -297259.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -297259.125000 Penalty: 2737.365479
	Iteration 38F: 3 clusters Score -297259.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Entering Unmasked Estep 
Score: -662171.500000 Penalty: 1511.130859
	Iteration 0F: 2 clusters Score -662171.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -654459.250000 Penalty: 3022.261719
	Iteration 0F: 3 clusters Score -654459.2 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -656971.187500 Penalty: 3022.261719
	Iteration 1F: 3 clusters Score -656971.2 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -657250.625000 Penalty: 3022.261719
	Iteration 2F: 3 clusters Score -657250.6 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -657459.062500 Penalty: 3022.261719
	Iteration 3F: 3 clusters Score -657459.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -657645.250000 Penalty: 3022.261719
	Iteration 4Q: 3 clusters Score -657645.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -657853.125000 Penalty: 3022.261719
	Iteration 5Q: 3 clusters Score -657853.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -658073.000000 Penalty: 3022.261719
	Iteration 6Q: 3 clusters Score -658073 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -658316.937500 Penalty: 3022.261719
	Iteration 7Q: 3 clusters Score -658316.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -658592.875000 Penalty: 3022.261719
	Iteration 8Q: 3 clusters Score -658592.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -658896.875000 Penalty: 3022.261719
	Iteration 9Q: 3 clusters Score -658896.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -659266.000000 Penalty: 3022.261719
	Iteration 10Q: 3 clusters Score -659266 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -659657.750000 Penalty: 3022.261719
	Iteration 11Q: 3 clusters Score -659657.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -659985.687500 Penalty: 3022.261719
	Iteration 12Q: 3 clusters Score -659985.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -660303.812500 Penalty: 3022.261719
	Iteration 13Q: 3 clusters Score -660303.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -660584.875000 Penalty: 3022.261719
	Iteration 14Q: 3 clusters Score -660584.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -660872.812500 Penalty: 3022.261719
	Iteration 15Q: 3 clusters Score -660872.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -661109.500000 Penalty: 3022.261719
	Iteration 16Q: 3 clusters Score -661109.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -661292.687500 Penalty: 3022.261719
	Iteration 17Q: 3 clusters Score -661292.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -661414.187500 Penalty: 3022.261719
	Iteration 18Q: 3 clusters Score -661414.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -661461.062500 Penalty: 3022.261719
	Iteration 19Q: 3 clusters Score -661461.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -661482.187500 Penalty: 3022.261719
	Iteration 20F: 3 clusters Score -661482.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -661498.875000 Penalty: 3022.261719
	Iteration 21Q: 3 clusters Score -661498.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -661510.062500 Penalty: 3022.261719
	Iteration 22Q: 3 clusters Score -661510.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -661516.187500 Penalty: 3022.261719
	Iteration 23Q: 3 clusters Score -661516.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -661526.562500 Penalty: 3022.261719
	Iteration 24Q: 3 clusters Score -661526.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -661536.750000 Penalty: 3022.261719
	Iteration 25Q: 3 clusters Score -661536.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -661540.062500 Penalty: 3022.261719
	Iteration 26Q: 3 clusters Score -661540.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -661543.375000 Penalty: 3022.261719
	Iteration 27Q: 3 clusters Score -661543.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -661545.250000 Penalty: 3022.261719
	Iteration 28Q: 3 clusters Score -661545.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -661547.000000 Penalty: 3022.261719
	Iteration 29Q: 3 clusters Score -661547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -661547.562500 Penalty: 3022.261719
	Iteration 30Q: 3 clusters Score -661547.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -661548.812500 Penalty: 3022.261719
	Iteration 31Q: 3 clusters Score -661548.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -661548.000000 Penalty: 3022.261719
	Iteration 32Q: 3 clusters Score -661548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -661548.000000 Penalty: 3022.261719
	Iteration 33F: 3 clusters Score -661548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Entering Unmasked Estep 
Score: -116347.578125 Penalty: 1223.964355
	Iteration 0F: 2 clusters Score -116347.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -114352.359375 Penalty: 2447.928711
	Iteration 0F: 3 clusters Score -114352.4 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -114742.460938 Penalty: 2447.928711
	Iteration 1F: 3 clusters Score -114742.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -114831.484375 Penalty: 2447.928711
	Iteration 2F: 3 clusters Score -114831.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -114881.085938 Penalty: 2447.928711
	Iteration 3Q: 3 clusters Score -114881.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -114914.953125 Penalty: 2447.928711
	Iteration 4Q: 3 clusters Score -114915 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -114935.906250 Penalty: 2447.928711
	Iteration 5Q: 3 clusters Score -114935.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -114946.554688 Penalty: 2447.928711
	Iteration 6Q: 3 clusters Score -114946.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -114953.492188 Penalty: 2447.928711
	Iteration 7Q: 3 clusters Score -114953.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -114961.742188 Penalty: 2447.928711
	Iteration 8Q: 3 clusters Score -114961.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -114970.039062 Penalty: 2447.928711
	Iteration 9Q: 3 clusters Score -114970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -114979.765625 Penalty: 2447.928711
	Iteration 10Q: 3 clusters Score -114979.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -114986.398438 Penalty: 2447.928711
	Iteration 11Q: 3 clusters Score -114986.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -114993.570312 Penalty: 2447.928711
	Iteration 12Q: 3 clusters Score -114993.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -115002.578125 Penalty: 2447.928711
	Iteration 13Q: 3 clusters Score -115002.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -115008.953125 Penalty: 2447.928711
	Iteration 14Q: 3 clusters Score -115009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -115012.187500 Penalty: 2447.928711
	Iteration 15Q: 3 clusters Score -115012.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -115014.265625 Penalty: 2447.928711
	Iteration 16Q: 3 clusters Score -115014.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -115015.804688 Penalty: 2447.928711
	Iteration 17Q: 3 clusters Score -115015.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -115016.664062 Penalty: 2447.928711
	Iteration 18Q: 3 clusters Score -115016.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -115017.234375 Penalty: 2447.928711
	Iteration 19Q: 3 clusters Score -115017.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -115018.164062 Penalty: 2447.928711
	Iteration 20F: 3 clusters Score -115018.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -115018.835938 Penalty: 2447.928711
	Iteration 21Q: 3 clusters Score -115018.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -115020.046875 Penalty: 2447.928711
	Iteration 22Q: 3 clusters Score -115020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -115021.390625 Penalty: 2447.928711
	Iteration 23Q: 3 clusters Score -115021.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -115023.156250 Penalty: 2447.928711
	Iteration 24Q: 3 clusters Score -115023.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -115024.421875 Penalty: 2447.928711
	Iteration 25Q: 3 clusters Score -115024.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -115025.781250 Penalty: 2447.928711
	Iteration 26Q: 3 clusters Score -115025.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -115026.882812 Penalty: 2447.928711
	Iteration 27Q: 3 clusters Score -115026.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -115027.101562 Penalty: 2447.928711
	Iteration 28Q: 3 clusters Score -115027.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -115027.859375 Penalty: 2447.928711
	Iteration 29Q: 3 clusters Score -115027.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -115028.507812 Penalty: 2447.928711
	Iteration 30Q: 3 clusters Score -115028.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -115028.843750 Penalty: 2447.928711
	Iteration 31Q: 3 clusters Score -115028.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -115028.843750 Penalty: 2447.928711
	Iteration 32F: 3 clusters Score -115028.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Entering Unmasked Estep 
Score: -187942.671875 Penalty: 1286.006592
	Iteration 0F: 2 clusters Score -187942.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -185424.562500 Penalty: 2572.013184
	Iteration 0F: 3 clusters Score -185424.6 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -185981.640625 Penalty: 2572.013184
	Iteration 1F: 3 clusters Score -185981.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -186086.687500 Penalty: 2572.013184
	Iteration 2F: 3 clusters Score -186086.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -186147.875000 Penalty: 2572.013184
	Iteration 3Q: 3 clusters Score -186147.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -186195.375000 Penalty: 2572.013184
	Iteration 4Q: 3 clusters Score -186195.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -186225.015625 Penalty: 2572.013184
	Iteration 5Q: 3 clusters Score -186225 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -186243.156250 Penalty: 2572.013184
	Iteration 6Q: 3 clusters Score -186243.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -186251.593750 Penalty: 2572.013184
	Iteration 7Q: 3 clusters Score -186251.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -186257.218750 Penalty: 2572.013184
	Iteration 8Q: 3 clusters Score -186257.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -186261.359375 Penalty: 2572.013184
	Iteration 9Q: 3 clusters Score -186261.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -186263.078125 Penalty: 2572.013184
	Iteration 10Q: 3 clusters Score -186263.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -186266.515625 Penalty: 2572.013184
	Iteration 11Q: 3 clusters Score -186266.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -186270.109375 Penalty: 2572.013184
	Iteration 12Q: 3 clusters Score -186270.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -186273.953125 Penalty: 2572.013184
	Iteration 13Q: 3 clusters Score -186274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -186277.984375 Penalty: 2572.013184
	Iteration 14Q: 3 clusters Score -186278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -186280.625000 Penalty: 2572.013184
	Iteration 15Q: 3 clusters Score -186280.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -186282.734375 Penalty: 2572.013184
	Iteration 16Q: 3 clusters Score -186282.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -186284.421875 Penalty: 2572.013184
	Iteration 17Q: 3 clusters Score -186284.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -186285.078125 Penalty: 2572.013184
	Iteration 18Q: 3 clusters Score -186285.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -186286.015625 Penalty: 2572.013184
	Iteration 19Q: 3 clusters Score -186286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -186286.546875 Penalty: 2572.013184
	Iteration 20F: 3 clusters Score -186286.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -186286.953125 Penalty: 2572.013184
	Iteration 21Q: 3 clusters Score -186287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -186287.359375 Penalty: 2572.013184
	Iteration 22Q: 3 clusters Score -186287.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -186287.359375 Penalty: 2572.013184
	Iteration 23F: 3 clusters Score -186287.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Entering Unmasked Estep 
Score: -1999962.500000 Penalty: 1679.860718
	Iteration 0F: 2 clusters Score -1999962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -1979111.500000 Penalty: 3359.721436
	Iteration 0F: 3 clusters Score -1979112 nChanged 14205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -1987410.250000 Penalty: 3359.721436
	Iteration 1F: 3 clusters Score -1987410 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1988003.625000 Penalty: 3359.721436
	Iteration 2Q: 3 clusters Score -1988004 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -1988705.000000 Penalty: 3359.721436
	Iteration 3Q: 3 clusters Score -1988705 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1989484.500000 Penalty: 3359.721436
	Iteration 4F: 3 clusters Score -1989484 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1990392.250000 Penalty: 3359.721436
	Iteration 5F: 3 clusters Score -1990392 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1991527.000000 Penalty: 3359.721436
	Iteration 6F: 3 clusters Score -1991527 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1992951.875000 Penalty: 3359.721436
	Iteration 7F: 3 clusters Score -1992952 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1994373.500000 Penalty: 3359.721436
	Iteration 8F: 3 clusters Score -1994374 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1995314.375000 Penalty: 3359.721436
	Iteration 9Q: 3 clusters Score -1995314 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1995740.500000 Penalty: 3359.721436
	Iteration 10Q: 3 clusters Score -1995740 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1995923.125000 Penalty: 3359.721436
	Iteration 11Q: 3 clusters Score -1995923 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1996041.000000 Penalty: 3359.721436
	Iteration 12Q: 3 clusters Score -1996041 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1996126.000000 Penalty: 3359.721436
	Iteration 13Q: 3 clusters Score -1996126 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1996194.125000 Penalty: 3359.721436
	Iteration 14Q: 3 clusters Score -1996194 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1996242.000000 Penalty: 3359.721436
	Iteration 15Q: 3 clusters Score -1996242 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1996288.375000 Penalty: 3359.721436
	Iteration 16Q: 3 clusters Score -1996288 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1996341.750000 Penalty: 3359.721436
	Iteration 17Q: 3 clusters Score -1996342 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1996375.375000 Penalty: 3359.721436
	Iteration 18Q: 3 clusters Score -1996375 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1996404.875000 Penalty: 3359.721436
	Iteration 19Q: 3 clusters Score -1996405 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1996452.375000 Penalty: 3359.721436
	Iteration 20F: 3 clusters Score -1996452 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1996477.375000 Penalty: 3359.721436
	Iteration 21Q: 3 clusters Score -1996477 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1996507.250000 Penalty: 3359.721436
	Iteration 22Q: 3 clusters Score -1996507 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1996544.000000 Penalty: 3359.721436
	Iteration 23Q: 3 clusters Score -1996544 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1996575.875000 Penalty: 3359.721436
	Iteration 24Q: 3 clusters Score -1996576 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1996605.000000 Penalty: 3359.721436
	Iteration 25Q: 3 clusters Score -1996605 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1996639.375000 Penalty: 3359.721436
	Iteration 26Q: 3 clusters Score -1996639 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1996678.375000 Penalty: 3359.721436
	Iteration 27Q: 3 clusters Score -1996678 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1996716.500000 Penalty: 3359.721436
	Iteration 28Q: 3 clusters Score -1996716 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1996748.375000 Penalty: 3359.721436
	Iteration 29Q: 3 clusters Score -1996748 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1996793.125000 Penalty: 3359.721436
	Iteration 30Q: 3 clusters Score -1996793 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1996817.500000 Penalty: 3359.721436
	Iteration 31Q: 3 clusters Score -1996818 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1996863.750000 Penalty: 3359.721436
	Iteration 32Q: 3 clusters Score -1996864 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1996918.625000 Penalty: 3359.721436
	Iteration 33Q: 3 clusters Score -1996919 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1996962.750000 Penalty: 3359.721436
	Iteration 34Q: 3 clusters Score -1996963 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1996990.375000 Penalty: 3359.721436
	Iteration 35Q: 3 clusters Score -1996990 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1997030.750000 Penalty: 3359.721436
	Iteration 36Q: 3 clusters Score -1997031 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1997074.375000 Penalty: 3359.721436
	Iteration 37Q: 3 clusters Score -1997074 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1997115.750000 Penalty: 3359.721436
	Iteration 38Q: 3 clusters Score -1997116 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1997149.750000 Penalty: 3359.721436
	Iteration 39Q: 3 clusters Score -1997150 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1997195.500000 Penalty: 3359.721436
	Iteration 40F: 3 clusters Score -1997196 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1997240.750000 Penalty: 3359.721436
	Iteration 41Q: 3 clusters Score -1997241 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1997286.625000 Penalty: 3359.721436
	Iteration 42Q: 3 clusters Score -1997287 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1997339.375000 Penalty: 3359.721436
	Iteration 43Q: 3 clusters Score -1997339 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1997385.625000 Penalty: 3359.721436
	Iteration 44Q: 3 clusters Score -1997386 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1997440.000000 Penalty: 3359.721436
	Iteration 45Q: 3 clusters Score -1997440 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1997517.500000 Penalty: 3359.721436
	Iteration 46Q: 3 clusters Score -1997518 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1997590.000000 Penalty: 3359.721436
	Iteration 47Q: 3 clusters Score -1997590 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1997655.125000 Penalty: 3359.721436
	Iteration 48Q: 3 clusters Score -1997655 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1997716.875000 Penalty: 3359.721436
	Iteration 49Q: 3 clusters Score -1997717 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1997791.375000 Penalty: 3359.721436
	Iteration 50Q: 3 clusters Score -1997791 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1997856.125000 Penalty: 3359.721436
	Iteration 51Q: 3 clusters Score -1997856 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1997930.875000 Penalty: 3359.721436
	Iteration 52Q: 3 clusters Score -1997931 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1998000.750000 Penalty: 3359.721436
	Iteration 53Q: 3 clusters Score -1998001 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1998047.625000 Penalty: 3359.721436
	Iteration 54Q: 3 clusters Score -1998048 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1998089.500000 Penalty: 3359.721436
	Iteration 55Q: 3 clusters Score -1998090 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1998142.500000 Penalty: 3359.721436
	Iteration 56Q: 3 clusters Score -1998142 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1998200.625000 Penalty: 3359.721436
	Iteration 57Q: 3 clusters Score -1998201 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1998236.375000 Penalty: 3359.721436
	Iteration 58Q: 3 clusters Score -1998236 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1998279.875000 Penalty: 3359.721436
	Iteration 59Q: 3 clusters Score -1998280 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1998321.250000 Penalty: 3359.721436
	Iteration 60F: 3 clusters Score -1998321 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1998348.500000 Penalty: 3359.721436
	Iteration 61Q: 3 clusters Score -1998348 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1998369.625000 Penalty: 3359.721436
	Iteration 62Q: 3 clusters Score -1998370 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1998397.500000 Penalty: 3359.721436
	Iteration 63Q: 3 clusters Score -1998398 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1998408.000000 Penalty: 3359.721436
	Iteration 64Q: 3 clusters Score -1998408 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1998422.750000 Penalty: 3359.721436
	Iteration 65Q: 3 clusters Score -1998423 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1998435.875000 Penalty: 3359.721436
	Iteration 66Q: 3 clusters Score -1998436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1998442.125000 Penalty: 3359.721436
	Iteration 67Q: 3 clusters Score -1998442 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1998454.750000 Penalty: 3359.721436
	Iteration 68Q: 3 clusters Score -1998455 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1998467.250000 Penalty: 3359.721436
	Iteration 69Q: 3 clusters Score -1998467 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1998475.125000 Penalty: 3359.721436
	Iteration 70Q: 3 clusters Score -1998475 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1998487.250000 Penalty: 3359.721436
	Iteration 71Q: 3 clusters Score -1998487 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1998500.875000 Penalty: 3359.721436
	Iteration 72Q: 3 clusters Score -1998501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1998511.875000 Penalty: 3359.721436
	Iteration 73Q: 3 clusters Score -1998512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1998529.250000 Penalty: 3359.721436
	Iteration 74Q: 3 clusters Score -1998529 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1998550.250000 Penalty: 3359.721436
	Iteration 75Q: 3 clusters Score -1998550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1998565.875000 Penalty: 3359.721436
	Iteration 76Q: 3 clusters Score -1998566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1998572.625000 Penalty: 3359.721436
	Iteration 77Q: 3 clusters Score -1998573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1998575.500000 Penalty: 3359.721436
	Iteration 78Q: 3 clusters Score -1998576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1998577.625000 Penalty: 3359.721436
	Iteration 79Q: 3 clusters Score -1998578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1998581.000000 Penalty: 3359.721436
	Iteration 80F: 3 clusters Score -1998581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1998582.500000 Penalty: 3359.721436
	Iteration 81Q: 3 clusters Score -1998582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1998590.250000 Penalty: 3359.721436
	Iteration 82Q: 3 clusters Score -1998590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1998595.250000 Penalty: 3359.721436
	Iteration 83Q: 3 clusters Score -1998595 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1998601.750000 Penalty: 3359.721436
	Iteration 84Q: 3 clusters Score -1998602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1998604.000000 Penalty: 3359.721436
	Iteration 85Q: 3 clusters Score -1998604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1998608.250000 Penalty: 3359.721436
	Iteration 86Q: 3 clusters Score -1998608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1998611.375000 Penalty: 3359.721436
	Iteration 87Q: 3 clusters Score -1998611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1998610.750000 Penalty: 3359.721436
	Iteration 88Q: 3 clusters Score -1998611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1998613.625000 Penalty: 3359.721436
	Iteration 89Q: 3 clusters Score -1998614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1998617.250000 Penalty: 3359.721436
	Iteration 90Q: 3 clusters Score -1998617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1998617.000000 Penalty: 3359.721436
	Iteration 91Q: 3 clusters Score -1998617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1998620.750000 Penalty: 3359.721436
	Iteration 92Q: 3 clusters Score -1998621 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1998620.000000 Penalty: 3359.721436
	Iteration 93Q: 3 clusters Score -1998620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1998621.375000 Penalty: 3359.721436
	Iteration 94Q: 3 clusters Score -1998621 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1998621.375000 Penalty: 3359.721436
	Iteration 95F: 3 clusters Score -1998621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Entering Unmasked Estep 
Score: -374858.687500 Penalty: 1416.383667
	Iteration 0F: 2 clusters Score -374858.7 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 3106 members 
Entering Unmasked Estep 
Score: -370175.500000 Penalty: 2832.767334
	Iteration 0F: 3 clusters Score -370175.5 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -371515.906250 Penalty: 2832.767334
	Iteration 1F: 3 clusters Score -371515.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -371730.656250 Penalty: 2832.767334
	Iteration 2F: 3 clusters Score -371730.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -371888.750000 Penalty: 2832.767334
	Iteration 3F: 3 clusters Score -371888.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -372001.125000 Penalty: 2832.767334
	Iteration 4Q: 3 clusters Score -372001.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -372081.687500 Penalty: 2832.767334
	Iteration 5Q: 3 clusters Score -372081.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -372154.437500 Penalty: 2832.767334
	Iteration 6Q: 3 clusters Score -372154.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -372229.968750 Penalty: 2832.767334
	Iteration 7Q: 3 clusters Score -372230 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -372300.531250 Penalty: 2832.767334
	Iteration 8Q: 3 clusters Score -372300.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -372364.343750 Penalty: 2832.767334
	Iteration 9Q: 3 clusters Score -372364.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -372438.125000 Penalty: 2832.767334
	Iteration 10Q: 3 clusters Score -372438.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -372513.843750 Penalty: 2832.767334
	Iteration 11Q: 3 clusters Score -372513.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -372580.250000 Penalty: 2832.767334
	Iteration 12Q: 3 clusters Score -372580.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -372661.718750 Penalty: 2832.767334
	Iteration 13Q: 3 clusters Score -372661.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -372746.625000 Penalty: 2832.767334
	Iteration 14Q: 3 clusters Score -372746.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -372839.843750 Penalty: 2832.767334
	Iteration 15Q: 3 clusters Score -372839.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -372916.625000 Penalty: 2832.767334
	Iteration 16Q: 3 clusters Score -372916.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -372987.562500 Penalty: 2832.767334
	Iteration 17Q: 3 clusters Score -372987.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -373051.625000 Penalty: 2832.767334
	Iteration 18Q: 3 clusters Score -373051.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -373117.906250 Penalty: 2832.767334
	Iteration 19Q: 3 clusters Score -373117.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -373172.562500 Penalty: 2832.767334
	Iteration 20F: 3 clusters Score -373172.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -373229.156250 Penalty: 2832.767334
	Iteration 21Q: 3 clusters Score -373229.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -373281.125000 Penalty: 2832.767334
	Iteration 22Q: 3 clusters Score -373281.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -373321.000000 Penalty: 2832.767334
	Iteration 23Q: 3 clusters Score -373321 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -373358.250000 Penalty: 2832.767334
	Iteration 24Q: 3 clusters Score -373358.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -373396.312500 Penalty: 2832.767334
	Iteration 25Q: 3 clusters Score -373396.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -373427.906250 Penalty: 2832.767334
	Iteration 26Q: 3 clusters Score -373427.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -373463.468750 Penalty: 2832.767334
	Iteration 27Q: 3 clusters Score -373463.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -373492.187500 Penalty: 2832.767334
	Iteration 28Q: 3 clusters Score -373492.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -373514.968750 Penalty: 2832.767334
	Iteration 29Q: 3 clusters Score -373515 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -373525.218750 Penalty: 2832.767334
	Iteration 30Q: 3 clusters Score -373525.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -373536.250000 Penalty: 2832.767334
	Iteration 31Q: 3 clusters Score -373536.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -373546.312500 Penalty: 2832.767334
	Iteration 32Q: 3 clusters Score -373546.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -373551.906250 Penalty: 2832.767334
	Iteration 33Q: 3 clusters Score -373551.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -373562.781250 Penalty: 2832.767334
	Iteration 34Q: 3 clusters Score -373562.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -373574.281250 Penalty: 2832.767334
	Iteration 35Q: 3 clusters Score -373574.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -373582.250000 Penalty: 2832.767334
	Iteration 36Q: 3 clusters Score -373582.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -373590.437500 Penalty: 2832.767334
	Iteration 37Q: 3 clusters Score -373590.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -373594.375000 Penalty: 2832.767334
	Iteration 38Q: 3 clusters Score -373594.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -373599.562500 Penalty: 2832.767334
	Iteration 39Q: 3 clusters Score -373599.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -373604.125000 Penalty: 2832.767334
	Iteration 40F: 3 clusters Score -373604.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -373608.875000 Penalty: 2832.767334
	Iteration 41Q: 3 clusters Score -373608.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -373613.093750 Penalty: 2832.767334
	Iteration 42Q: 3 clusters Score -373613.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -373616.687500 Penalty: 2832.767334
	Iteration 43Q: 3 clusters Score -373616.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -373618.156250 Penalty: 2832.767334
	Iteration 44Q: 3 clusters Score -373618.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -373621.250000 Penalty: 2832.767334
	Iteration 45Q: 3 clusters Score -373621.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -373628.218750 Penalty: 2832.767334
	Iteration 46Q: 3 clusters Score -373628.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -373631.906250 Penalty: 2832.767334
	Iteration 47Q: 3 clusters Score -373631.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -373636.281250 Penalty: 2832.767334
	Iteration 48Q: 3 clusters Score -373636.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -373640.031250 Penalty: 2832.767334
	Iteration 49Q: 3 clusters Score -373640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -373642.656250 Penalty: 2832.767334
	Iteration 50Q: 3 clusters Score -373642.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -373645.281250 Penalty: 2832.767334
	Iteration 51Q: 3 clusters Score -373645.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -373647.968750 Penalty: 2832.767334
	Iteration 52Q: 3 clusters Score -373648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -373649.156250 Penalty: 2832.767334
	Iteration 53Q: 3 clusters Score -373649.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -373649.812500 Penalty: 2832.767334
	Iteration 54Q: 3 clusters Score -373649.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -373649.812500 Penalty: 2832.767334
	Iteration 55F: 3 clusters Score -373649.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Entering Unmasked Estep 
Score: -585678.625000 Penalty: 1482.706299
	Iteration 0F: 2 clusters Score -585678.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -579089.312500 Penalty: 2965.412598
	Iteration 0F: 3 clusters Score -579089.3 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -581128.625000 Penalty: 2965.412598
	Iteration 1F: 3 clusters Score -581128.6 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -581367.937500 Penalty: 2965.412598
	Iteration 2F: 3 clusters Score -581367.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -581551.375000 Penalty: 2965.412598
	Iteration 3Q: 3 clusters Score -581551.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -581726.125000 Penalty: 2965.412598
	Iteration 4Q: 3 clusters Score -581726.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -581889.000000 Penalty: 2965.412598
	Iteration 5Q: 3 clusters Score -581889 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -582103.875000 Penalty: 2965.412598
	Iteration 6Q: 3 clusters Score -582103.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -582341.750000 Penalty: 2965.412598
	Iteration 7Q: 3 clusters Score -582341.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -582620.562500 Penalty: 2965.412598
	Iteration 8Q: 3 clusters Score -582620.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -582918.062500 Penalty: 2965.412598
	Iteration 9Q: 3 clusters Score -582918.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -583291.187500 Penalty: 2965.412598
	Iteration 10Q: 3 clusters Score -583291.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -583684.062500 Penalty: 2965.412598
	Iteration 11Q: 3 clusters Score -583684.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -584024.500000 Penalty: 2965.412598
	Iteration 12Q: 3 clusters Score -584024.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -584298.125000 Penalty: 2965.412598
	Iteration 13Q: 3 clusters Score -584298.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -584484.187500 Penalty: 2965.412598
	Iteration 14Q: 3 clusters Score -584484.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -584621.750000 Penalty: 2965.412598
	Iteration 15Q: 3 clusters Score -584621.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -584705.875000 Penalty: 2965.412598
	Iteration 16Q: 3 clusters Score -584705.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -584749.500000 Penalty: 2965.412598
	Iteration 17Q: 3 clusters Score -584749.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -584777.625000 Penalty: 2965.412598
	Iteration 18Q: 3 clusters Score -584777.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -584793.000000 Penalty: 2965.412598
	Iteration 19Q: 3 clusters Score -584793 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -584802.750000 Penalty: 2965.412598
	Iteration 20F: 3 clusters Score -584802.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -584813.500000 Penalty: 2965.412598
	Iteration 21Q: 3 clusters Score -584813.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -584821.875000 Penalty: 2965.412598
	Iteration 22Q: 3 clusters Score -584821.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -584826.500000 Penalty: 2965.412598
	Iteration 23Q: 3 clusters Score -584826.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -584831.625000 Penalty: 2965.412598
	Iteration 24Q: 3 clusters Score -584831.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -584835.000000 Penalty: 2965.412598
	Iteration 25Q: 3 clusters Score -584835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -584835.937500 Penalty: 2965.412598
	Iteration 26Q: 3 clusters Score -584835.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -584839.312500 Penalty: 2965.412598
	Iteration 27Q: 3 clusters Score -584839.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -584844.312500 Penalty: 2965.412598
	Iteration 28Q: 3 clusters Score -584844.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -584848.312500 Penalty: 2965.412598
	Iteration 29Q: 3 clusters Score -584848.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -584850.125000 Penalty: 2965.412598
	Iteration 30Q: 3 clusters Score -584850.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -584854.062500 Penalty: 2965.412598
	Iteration 31Q: 3 clusters Score -584854.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -584855.500000 Penalty: 2965.412598
	Iteration 32Q: 3 clusters Score -584855.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -584855.875000 Penalty: 2965.412598
	Iteration 33Q: 3 clusters Score -584855.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -584858.312500 Penalty: 2965.412598
	Iteration 34Q: 3 clusters Score -584858.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -584858.312500 Penalty: 2965.412598
	Iteration 35F: 3 clusters Score -584858.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Entering Unmasked Estep 
Score: -337325.343750 Penalty: 1393.910767
	Iteration 0F: 2 clusters Score -337325.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -333141.312500 Penalty: 2787.821533
	Iteration 0F: 3 clusters Score -333141.3 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -334364.781250 Penalty: 2787.821533
	Iteration 1F: 3 clusters Score -334364.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -334538.468750 Penalty: 2787.821533
	Iteration 2F: 3 clusters Score -334538.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -334642.000000 Penalty: 2787.821533
	Iteration 3Q: 3 clusters Score -334642 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -334717.343750 Penalty: 2787.821533
	Iteration 4Q: 3 clusters Score -334717.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -334772.093750 Penalty: 2787.821533
	Iteration 5Q: 3 clusters Score -334772.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -334820.687500 Penalty: 2787.821533
	Iteration 6Q: 3 clusters Score -334820.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -334866.187500 Penalty: 2787.821533
	Iteration 7Q: 3 clusters Score -334866.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -334910.718750 Penalty: 2787.821533
	Iteration 8Q: 3 clusters Score -334910.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -334965.406250 Penalty: 2787.821533
	Iteration 9Q: 3 clusters Score -334965.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -335006.218750 Penalty: 2787.821533
	Iteration 10Q: 3 clusters Score -335006.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -335054.156250 Penalty: 2787.821533
	Iteration 11Q: 3 clusters Score -335054.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -335103.281250 Penalty: 2787.821533
	Iteration 12Q: 3 clusters Score -335103.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -335160.375000 Penalty: 2787.821533
	Iteration 13Q: 3 clusters Score -335160.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -335208.875000 Penalty: 2787.821533
	Iteration 14Q: 3 clusters Score -335208.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -335271.218750 Penalty: 2787.821533
	Iteration 15Q: 3 clusters Score -335271.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -335343.343750 Penalty: 2787.821533
	Iteration 16Q: 3 clusters Score -335343.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -335424.250000 Penalty: 2787.821533
	Iteration 17Q: 3 clusters Score -335424.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -335493.156250 Penalty: 2787.821533
	Iteration 18Q: 3 clusters Score -335493.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -335564.562500 Penalty: 2787.821533
	Iteration 19Q: 3 clusters Score -335564.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -335630.375000 Penalty: 2787.821533
	Iteration 20F: 3 clusters Score -335630.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -335682.218750 Penalty: 2787.821533
	Iteration 21Q: 3 clusters Score -335682.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -335742.000000 Penalty: 2787.821533
	Iteration 22Q: 3 clusters Score -335742 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -335816.093750 Penalty: 2787.821533
	Iteration 23Q: 3 clusters Score -335816.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -335875.781250 Penalty: 2787.821533
	Iteration 24Q: 3 clusters Score -335875.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -335922.687500 Penalty: 2787.821533
	Iteration 25Q: 3 clusters Score -335922.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -335952.375000 Penalty: 2787.821533
	Iteration 26Q: 3 clusters Score -335952.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -335974.562500 Penalty: 2787.821533
	Iteration 27Q: 3 clusters Score -335974.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -335996.187500 Penalty: 2787.821533
	Iteration 28Q: 3 clusters Score -335996.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -336018.187500 Penalty: 2787.821533
	Iteration 29Q: 3 clusters Score -336018.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -336033.062500 Penalty: 2787.821533
	Iteration 30Q: 3 clusters Score -336033.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -336044.437500 Penalty: 2787.821533
	Iteration 31Q: 3 clusters Score -336044.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -336054.875000 Penalty: 2787.821533
	Iteration 32Q: 3 clusters Score -336054.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -336064.062500 Penalty: 2787.821533
	Iteration 33Q: 3 clusters Score -336064.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -336071.968750 Penalty: 2787.821533
	Iteration 34Q: 3 clusters Score -336072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -336077.375000 Penalty: 2787.821533
	Iteration 35Q: 3 clusters Score -336077.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -336082.531250 Penalty: 2787.821533
	Iteration 36Q: 3 clusters Score -336082.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -336086.968750 Penalty: 2787.821533
	Iteration 37Q: 3 clusters Score -336087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -336092.531250 Penalty: 2787.821533
	Iteration 38Q: 3 clusters Score -336092.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -336096.593750 Penalty: 2787.821533
	Iteration 39Q: 3 clusters Score -336096.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -336100.031250 Penalty: 2787.821533
	Iteration 40F: 3 clusters Score -336100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -336105.156250 Penalty: 2787.821533
	Iteration 41Q: 3 clusters Score -336105.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -336110.906250 Penalty: 2787.821533
	Iteration 42Q: 3 clusters Score -336110.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -336120.718750 Penalty: 2787.821533
	Iteration 43Q: 3 clusters Score -336120.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -336128.562500 Penalty: 2787.821533
	Iteration 44Q: 3 clusters Score -336128.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -336130.625000 Penalty: 2787.821533
	Iteration 45Q: 3 clusters Score -336130.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -336131.031250 Penalty: 2787.821533
	Iteration 46Q: 3 clusters Score -336131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -336131.093750 Penalty: 2787.821533
	Iteration 47Q: 3 clusters Score -336131.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -336131.093750 Penalty: 2787.821533
	Iteration 48F: 3 clusters Score -336131.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Entering Unmasked Estep 
Score: -691951.250000 Penalty: 1508.523193
	Iteration 0F: 2 clusters Score -691951.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -684296.500000 Penalty: 3017.046387
	Iteration 0F: 3 clusters Score -684296.5 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -686741.562500 Penalty: 3017.046387
	Iteration 1F: 3 clusters Score -686741.6 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -686973.250000 Penalty: 3017.046387
	Iteration 2F: 3 clusters Score -686973.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -687138.312500 Penalty: 3017.046387
	Iteration 3Q: 3 clusters Score -687138.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -687285.750000 Penalty: 3017.046387
	Iteration 4Q: 3 clusters Score -687285.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -687458.625000 Penalty: 3017.046387
	Iteration 5Q: 3 clusters Score -687458.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -687650.750000 Penalty: 3017.046387
	Iteration 6Q: 3 clusters Score -687650.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -687894.312500 Penalty: 3017.046387
	Iteration 7Q: 3 clusters Score -687894.3 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -688210.625000 Penalty: 3017.046387
	Iteration 8Q: 3 clusters Score -688210.6 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -688636.437500 Penalty: 3017.046387
	Iteration 9F: 3 clusters Score -688636.4 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -689108.812500 Penalty: 3017.046387
	Iteration 10F: 3 clusters Score -689108.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -689594.562500 Penalty: 3017.046387
	Iteration 11F: 3 clusters Score -689594.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -689937.937500 Penalty: 3017.046387
	Iteration 12Q: 3 clusters Score -689937.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -690196.812500 Penalty: 3017.046387
	Iteration 13Q: 3 clusters Score -690196.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -690357.437500 Penalty: 3017.046387
	Iteration 14Q: 3 clusters Score -690357.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -690456.500000 Penalty: 3017.046387
	Iteration 15Q: 3 clusters Score -690456.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -690512.437500 Penalty: 3017.046387
	Iteration 16Q: 3 clusters Score -690512.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -690553.937500 Penalty: 3017.046387
	Iteration 17Q: 3 clusters Score -690553.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -690584.250000 Penalty: 3017.046387
	Iteration 18Q: 3 clusters Score -690584.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -690612.875000 Penalty: 3017.046387
	Iteration 19Q: 3 clusters Score -690612.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -690634.437500 Penalty: 3017.046387
	Iteration 20F: 3 clusters Score -690634.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -690650.562500 Penalty: 3017.046387
	Iteration 21Q: 3 clusters Score -690650.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -690658.625000 Penalty: 3017.046387
	Iteration 22Q: 3 clusters Score -690658.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -690659.125000 Penalty: 3017.046387
	Iteration 23Q: 3 clusters Score -690659.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -690663.062500 Penalty: 3017.046387
	Iteration 24Q: 3 clusters Score -690663.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -690665.250000 Penalty: 3017.046387
	Iteration 25Q: 3 clusters Score -690665.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -690666.562500 Penalty: 3017.046387
	Iteration 26Q: 3 clusters Score -690666.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -690666.562500 Penalty: 3017.046387
	Iteration 27F: 3 clusters Score -690666.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Entering Unmasked Estep 
Score: -310674.656250 Penalty: 1402.111206
	Iteration 0F: 2 clusters Score -310674.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -306342.000000 Penalty: 2804.222412
	Iteration 0F: 3 clusters Score -306342 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -307627.625000 Penalty: 2804.222412
	Iteration 1F: 3 clusters Score -307627.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -307833.343750 Penalty: 2804.222412
	Iteration 2F: 3 clusters Score -307833.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -308021.437500 Penalty: 2804.222412
	Iteration 3F: 3 clusters Score -308021.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -308229.968750 Penalty: 2804.222412
	Iteration 4F: 3 clusters Score -308230 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -308428.343750 Penalty: 2804.222412
	Iteration 5F: 3 clusters Score -308428.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -308615.531250 Penalty: 2804.222412
	Iteration 6F: 3 clusters Score -308615.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -308768.718750 Penalty: 2804.222412
	Iteration 7Q: 3 clusters Score -308768.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -308887.343750 Penalty: 2804.222412
	Iteration 8Q: 3 clusters Score -308887.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -308973.843750 Penalty: 2804.222412
	Iteration 9Q: 3 clusters Score -308973.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -309049.656250 Penalty: 2804.222412
	Iteration 10Q: 3 clusters Score -309049.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -309118.718750 Penalty: 2804.222412
	Iteration 11Q: 3 clusters Score -309118.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -309164.343750 Penalty: 2804.222412
	Iteration 12Q: 3 clusters Score -309164.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -309199.843750 Penalty: 2804.222412
	Iteration 13Q: 3 clusters Score -309199.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -309238.562500 Penalty: 2804.222412
	Iteration 14Q: 3 clusters Score -309238.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -309276.687500 Penalty: 2804.222412
	Iteration 15Q: 3 clusters Score -309276.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -309311.968750 Penalty: 2804.222412
	Iteration 16Q: 3 clusters Score -309312 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -309340.812500 Penalty: 2804.222412
	Iteration 17Q: 3 clusters Score -309340.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -309368.156250 Penalty: 2804.222412
	Iteration 18Q: 3 clusters Score -309368.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -309397.156250 Penalty: 2804.222412
	Iteration 19Q: 3 clusters Score -309397.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -309422.312500 Penalty: 2804.222412
	Iteration 20F: 3 clusters Score -309422.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -309455.656250 Penalty: 2804.222412
	Iteration 21Q: 3 clusters Score -309455.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -309491.531250 Penalty: 2804.222412
	Iteration 22Q: 3 clusters Score -309491.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -309522.375000 Penalty: 2804.222412
	Iteration 23Q: 3 clusters Score -309522.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -309549.937500 Penalty: 2804.222412
	Iteration 24Q: 3 clusters Score -309549.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -309574.687500 Penalty: 2804.222412
	Iteration 25Q: 3 clusters Score -309574.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -309590.593750 Penalty: 2804.222412
	Iteration 26Q: 3 clusters Score -309590.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -309605.500000 Penalty: 2804.222412
	Iteration 27Q: 3 clusters Score -309605.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -309620.218750 Penalty: 2804.222412
	Iteration 28Q: 3 clusters Score -309620.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -309629.593750 Penalty: 2804.222412
	Iteration 29Q: 3 clusters Score -309629.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -309636.781250 Penalty: 2804.222412
	Iteration 30Q: 3 clusters Score -309636.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -309642.562500 Penalty: 2804.222412
	Iteration 31Q: 3 clusters Score -309642.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -309646.531250 Penalty: 2804.222412
	Iteration 32Q: 3 clusters Score -309646.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -309651.062500 Penalty: 2804.222412
	Iteration 33Q: 3 clusters Score -309651.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -309652.125000 Penalty: 2804.222412
	Iteration 34Q: 3 clusters Score -309652.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -309655.875000 Penalty: 2804.222412
	Iteration 35Q: 3 clusters Score -309655.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -309662.312500 Penalty: 2804.222412
	Iteration 36Q: 3 clusters Score -309662.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -309665.250000 Penalty: 2804.222412
	Iteration 37Q: 3 clusters Score -309665.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -309666.875000 Penalty: 2804.222412
	Iteration 38Q: 3 clusters Score -309666.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -309668.843750 Penalty: 2804.222412
	Iteration 39Q: 3 clusters Score -309668.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -309671.250000 Penalty: 2804.222412
	Iteration 40F: 3 clusters Score -309671.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -309672.406250 Penalty: 2804.222412
	Iteration 41Q: 3 clusters Score -309672.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -309673.906250 Penalty: 2804.222412
	Iteration 42Q: 3 clusters Score -309673.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -309674.718750 Penalty: 2804.222412
	Iteration 43Q: 3 clusters Score -309674.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -309676.750000 Penalty: 2804.222412
	Iteration 44Q: 3 clusters Score -309676.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -309677.937500 Penalty: 2804.222412
	Iteration 45Q: 3 clusters Score -309677.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -309680.437500 Penalty: 2804.222412
	Iteration 46Q: 3 clusters Score -309680.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -309682.468750 Penalty: 2804.222412
	Iteration 47Q: 3 clusters Score -309682.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -309684.812500 Penalty: 2804.222412
	Iteration 48Q: 3 clusters Score -309684.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -309687.062500 Penalty: 2804.222412
	Iteration 49Q: 3 clusters Score -309687.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -309688.156250 Penalty: 2804.222412
	Iteration 50Q: 3 clusters Score -309688.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -309691.406250 Penalty: 2804.222412
	Iteration 51Q: 3 clusters Score -309691.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -309691.812500 Penalty: 2804.222412
	Iteration 52Q: 3 clusters Score -309691.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -309693.031250 Penalty: 2804.222412
	Iteration 53Q: 3 clusters Score -309693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -309692.468750 Penalty: 2804.222412
	Iteration 54Q: 3 clusters Score -309692.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -309694.281250 Penalty: 2804.222412
	Iteration 55Q: 3 clusters Score -309694.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -309696.562500 Penalty: 2804.222412
	Iteration 56Q: 3 clusters Score -309696.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -309698.281250 Penalty: 2804.222412
	Iteration 57Q: 3 clusters Score -309698.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -309699.562500 Penalty: 2804.222412
	Iteration 58Q: 3 clusters Score -309699.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -309699.968750 Penalty: 2804.222412
	Iteration 59Q: 3 clusters Score -309700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -309699.968750 Penalty: 2804.222412
	Iteration 60F: 3 clusters Score -309700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Entering Unmasked Estep 
Score: -470444.468750 Penalty: 1451.420166
	Iteration 0F: 2 clusters Score -470444.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -464899.718750 Penalty: 2902.840332
	Iteration 0F: 3 clusters Score -464899.7 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -466609.218750 Penalty: 2902.840332
	Iteration 1F: 3 clusters Score -466609.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -466878.562500 Penalty: 2902.840332
	Iteration 2F: 3 clusters Score -466878.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -467128.906250 Penalty: 2902.840332
	Iteration 3F: 3 clusters Score -467128.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -467396.156250 Penalty: 2902.840332
	Iteration 4F: 3 clusters Score -467396.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -467643.093750 Penalty: 2902.840332
	Iteration 5F: 3 clusters Score -467643.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -467824.125000 Penalty: 2902.840332
	Iteration 6Q: 3 clusters Score -467824.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -467981.500000 Penalty: 2902.840332
	Iteration 7Q: 3 clusters Score -467981.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -468139.843750 Penalty: 2902.840332
	Iteration 8Q: 3 clusters Score -468139.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -468315.156250 Penalty: 2902.840332
	Iteration 9Q: 3 clusters Score -468315.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -468469.375000 Penalty: 2902.840332
	Iteration 10Q: 3 clusters Score -468469.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -468595.093750 Penalty: 2902.840332
	Iteration 11Q: 3 clusters Score -468595.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -468691.531250 Penalty: 2902.840332
	Iteration 12Q: 3 clusters Score -468691.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -468775.312500 Penalty: 2902.840332
	Iteration 13Q: 3 clusters Score -468775.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -468855.125000 Penalty: 2902.840332
	Iteration 14Q: 3 clusters Score -468855.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -468911.593750 Penalty: 2902.840332
	Iteration 15Q: 3 clusters Score -468911.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -468959.656250 Penalty: 2902.840332
	Iteration 16Q: 3 clusters Score -468959.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -469007.968750 Penalty: 2902.840332
	Iteration 17Q: 3 clusters Score -469008 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -469061.718750 Penalty: 2902.840332
	Iteration 18Q: 3 clusters Score -469061.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -469124.343750 Penalty: 2902.840332
	Iteration 19Q: 3 clusters Score -469124.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -469190.062500 Penalty: 2902.840332
	Iteration 20F: 3 clusters Score -469190.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -469254.812500 Penalty: 2902.840332
	Iteration 21Q: 3 clusters Score -469254.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -469302.500000 Penalty: 2902.840332
	Iteration 22Q: 3 clusters Score -469302.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -469330.656250 Penalty: 2902.840332
	Iteration 23Q: 3 clusters Score -469330.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -469354.375000 Penalty: 2902.840332
	Iteration 24Q: 3 clusters Score -469354.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -469375.500000 Penalty: 2902.840332
	Iteration 25Q: 3 clusters Score -469375.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -469387.968750 Penalty: 2902.840332
	Iteration 26Q: 3 clusters Score -469388 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -469404.406250 Penalty: 2902.840332
	Iteration 27Q: 3 clusters Score -469404.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -469419.781250 Penalty: 2902.840332
	Iteration 28Q: 3 clusters Score -469419.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -469433.187500 Penalty: 2902.840332
	Iteration 29Q: 3 clusters Score -469433.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -469441.718750 Penalty: 2902.840332
	Iteration 30Q: 3 clusters Score -469441.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -469450.343750 Penalty: 2902.840332
	Iteration 31Q: 3 clusters Score -469450.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -469459.156250 Penalty: 2902.840332
	Iteration 32Q: 3 clusters Score -469459.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -469463.031250 Penalty: 2902.840332
	Iteration 33Q: 3 clusters Score -469463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -469465.937500 Penalty: 2902.840332
	Iteration 34Q: 3 clusters Score -469465.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -469467.031250 Penalty: 2902.840332
	Iteration 35Q: 3 clusters Score -469467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -469469.031250 Penalty: 2902.840332
	Iteration 36Q: 3 clusters Score -469469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -469469.468750 Penalty: 2902.840332
	Iteration 37Q: 3 clusters Score -469469.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -469469.531250 Penalty: 2902.840332
	Iteration 38Q: 3 clusters Score -469469.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -469469.531250 Penalty: 2902.840332
	Iteration 39F: 3 clusters Score -469469.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Entering Unmasked Estep 
Score: -480195.593750 Penalty: 1442.891724
	Iteration 0F: 2 clusters Score -480195.6 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 3606 members 
Entering Unmasked Estep 
Score: -474819.187500 Penalty: 2885.783447
	Iteration 0F: 3 clusters Score -474819.2 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -476384.968750 Penalty: 2885.783447
	Iteration 1F: 3 clusters Score -476385 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -476586.687500 Penalty: 2885.783447
	Iteration 2F: 3 clusters Score -476586.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -476745.250000 Penalty: 2885.783447
	Iteration 3F: 3 clusters Score -476745.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -476888.656250 Penalty: 2885.783447
	Iteration 4Q: 3 clusters Score -476888.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -477033.625000 Penalty: 2885.783447
	Iteration 5Q: 3 clusters Score -477033.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -477150.375000 Penalty: 2885.783447
	Iteration 6Q: 3 clusters Score -477150.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -477245.843750 Penalty: 2885.783447
	Iteration 7Q: 3 clusters Score -477245.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -477365.531250 Penalty: 2885.783447
	Iteration 8Q: 3 clusters Score -477365.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -477513.218750 Penalty: 2885.783447
	Iteration 9Q: 3 clusters Score -477513.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -477683.562500 Penalty: 2885.783447
	Iteration 10Q: 3 clusters Score -477683.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -477869.468750 Penalty: 2885.783447
	Iteration 11Q: 3 clusters Score -477869.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -478075.718750 Penalty: 2885.783447
	Iteration 12Q: 3 clusters Score -478075.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -478247.156250 Penalty: 2885.783447
	Iteration 13Q: 3 clusters Score -478247.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -478380.625000 Penalty: 2885.783447
	Iteration 14Q: 3 clusters Score -478380.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -478485.656250 Penalty: 2885.783447
	Iteration 15Q: 3 clusters Score -478485.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -478549.562500 Penalty: 2885.783447
	Iteration 16Q: 3 clusters Score -478549.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -478600.500000 Penalty: 2885.783447
	Iteration 17Q: 3 clusters Score -478600.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -478639.281250 Penalty: 2885.783447
	Iteration 18Q: 3 clusters Score -478639.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -478679.093750 Penalty: 2885.783447
	Iteration 19Q: 3 clusters Score -478679.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -478717.031250 Penalty: 2885.783447
	Iteration 20F: 3 clusters Score -478717 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -478747.875000 Penalty: 2885.783447
	Iteration 21Q: 3 clusters Score -478747.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -478774.812500 Penalty: 2885.783447
	Iteration 22Q: 3 clusters Score -478774.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -478806.218750 Penalty: 2885.783447
	Iteration 23Q: 3 clusters Score -478806.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -478833.406250 Penalty: 2885.783447
	Iteration 24Q: 3 clusters Score -478833.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -478863.000000 Penalty: 2885.783447
	Iteration 25Q: 3 clusters Score -478863 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -478882.531250 Penalty: 2885.783447
	Iteration 26Q: 3 clusters Score -478882.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -478899.937500 Penalty: 2885.783447
	Iteration 27Q: 3 clusters Score -478899.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -478914.968750 Penalty: 2885.783447
	Iteration 28Q: 3 clusters Score -478915 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -478929.812500 Penalty: 2885.783447
	Iteration 29Q: 3 clusters Score -478929.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -478943.812500 Penalty: 2885.783447
	Iteration 30Q: 3 clusters Score -478943.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -478956.718750 Penalty: 2885.783447
	Iteration 31Q: 3 clusters Score -478956.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -478967.843750 Penalty: 2885.783447
	Iteration 32Q: 3 clusters Score -478967.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -478978.375000 Penalty: 2885.783447
	Iteration 33Q: 3 clusters Score -478978.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -478986.343750 Penalty: 2885.783447
	Iteration 34Q: 3 clusters Score -478986.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -478994.781250 Penalty: 2885.783447
	Iteration 35Q: 3 clusters Score -478994.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -479001.281250 Penalty: 2885.783447
	Iteration 36Q: 3 clusters Score -479001.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -479015.531250 Penalty: 2885.783447
	Iteration 37Q: 3 clusters Score -479015.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -479023.937500 Penalty: 2885.783447
	Iteration 38Q: 3 clusters Score -479023.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -479030.937500 Penalty: 2885.783447
	Iteration 39Q: 3 clusters Score -479030.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -479035.375000 Penalty: 2885.783447
	Iteration 40F: 3 clusters Score -479035.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -479046.593750 Penalty: 2885.783447
	Iteration 41Q: 3 clusters Score -479046.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -479059.312500 Penalty: 2885.783447
	Iteration 42Q: 3 clusters Score -479059.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -479069.375000 Penalty: 2885.783447
	Iteration 43Q: 3 clusters Score -479069.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -479078.625000 Penalty: 2885.783447
	Iteration 44Q: 3 clusters Score -479078.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -479089.656250 Penalty: 2885.783447
	Iteration 45Q: 3 clusters Score -479089.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -479097.281250 Penalty: 2885.783447
	Iteration 46Q: 3 clusters Score -479097.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -479103.437500 Penalty: 2885.783447
	Iteration 47Q: 3 clusters Score -479103.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -479107.187500 Penalty: 2885.783447
	Iteration 48Q: 3 clusters Score -479107.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -479109.187500 Penalty: 2885.783447
	Iteration 49Q: 3 clusters Score -479109.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -479112.125000 Penalty: 2885.783447
	Iteration 50Q: 3 clusters Score -479112.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -479112.968750 Penalty: 2885.783447
	Iteration 51Q: 3 clusters Score -479113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -479114.125000 Penalty: 2885.783447
	Iteration 52Q: 3 clusters Score -479114.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -479115.968750 Penalty: 2885.783447
	Iteration 53Q: 3 clusters Score -479116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -479116.250000 Penalty: 2885.783447
	Iteration 54Q: 3 clusters Score -479116.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -479117.468750 Penalty: 2885.783447
	Iteration 55Q: 3 clusters Score -479117.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -479120.000000 Penalty: 2885.783447
	Iteration 56Q: 3 clusters Score -479120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -479120.406250 Penalty: 2885.783447
	Iteration 57Q: 3 clusters Score -479120.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -479121.125000 Penalty: 2885.783447
	Iteration 58Q: 3 clusters Score -479121.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -479121.687500 Penalty: 2885.783447
	Iteration 59Q: 3 clusters Score -479121.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -479122.562500 Penalty: 2885.783447
	Iteration 60F: 3 clusters Score -479122.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -479123.468750 Penalty: 2885.783447
	Iteration 61Q: 3 clusters Score -479123.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -479123.781250 Penalty: 2885.783447
	Iteration 62Q: 3 clusters Score -479123.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -479124.250000 Penalty: 2885.783447
	Iteration 63Q: 3 clusters Score -479124.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -479125.125000 Penalty: 2885.783447
	Iteration 64Q: 3 clusters Score -479125.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -479125.125000 Penalty: 2885.783447
	Iteration 65F: 3 clusters Score -479125.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Entering Unmasked Estep 
Score: -101082.070312 Penalty: 1210.164917
	Iteration 0F: 2 clusters Score -101082.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -99157.046875 Penalty: 2420.329834
	Iteration 0F: 3 clusters Score -99157.05 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -99541.125000 Penalty: 2420.329834
	Iteration 1F: 3 clusters Score -99541.12 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -99616.375000 Penalty: 2420.329834
	Iteration 2F: 3 clusters Score -99616.38 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -99654.320312 Penalty: 2420.329834
	Iteration 3Q: 3 clusters Score -99654.32 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -99683.382812 Penalty: 2420.329834
	Iteration 4Q: 3 clusters Score -99683.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -99695.914062 Penalty: 2420.329834
	Iteration 5Q: 3 clusters Score -99695.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -99712.906250 Penalty: 2420.329834
	Iteration 6Q: 3 clusters Score -99712.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -99725.164062 Penalty: 2420.329834
	Iteration 7Q: 3 clusters Score -99725.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -99734.398438 Penalty: 2420.329834
	Iteration 8Q: 3 clusters Score -99734.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -99744.484375 Penalty: 2420.329834
	Iteration 9Q: 3 clusters Score -99744.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -99756.242188 Penalty: 2420.329834
	Iteration 10Q: 3 clusters Score -99756.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -99767.843750 Penalty: 2420.329834
	Iteration 11Q: 3 clusters Score -99767.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -99776.742188 Penalty: 2420.329834
	Iteration 12Q: 3 clusters Score -99776.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -99785.890625 Penalty: 2420.329834
	Iteration 13Q: 3 clusters Score -99785.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -99794.843750 Penalty: 2420.329834
	Iteration 14Q: 3 clusters Score -99794.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -99805.101562 Penalty: 2420.329834
	Iteration 15Q: 3 clusters Score -99805.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -99810.171875 Penalty: 2420.329834
	Iteration 16Q: 3 clusters Score -99810.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -99813.585938 Penalty: 2420.329834
	Iteration 17Q: 3 clusters Score -99813.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -99818.179688 Penalty: 2420.329834
	Iteration 18Q: 3 clusters Score -99818.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -99822.632812 Penalty: 2420.329834
	Iteration 19Q: 3 clusters Score -99822.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -99830.570312 Penalty: 2420.329834
	Iteration 20F: 3 clusters Score -99830.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -99839.617188 Penalty: 2420.329834
	Iteration 21Q: 3 clusters Score -99839.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -99851.429688 Penalty: 2420.329834
	Iteration 22Q: 3 clusters Score -99851.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -99858.828125 Penalty: 2420.329834
	Iteration 23Q: 3 clusters Score -99858.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -99864.679688 Penalty: 2420.329834
	Iteration 24Q: 3 clusters Score -99864.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -99869.210938 Penalty: 2420.329834
	Iteration 25Q: 3 clusters Score -99869.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -99874.375000 Penalty: 2420.329834
	Iteration 26Q: 3 clusters Score -99874.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -99876.601562 Penalty: 2420.329834
	Iteration 27Q: 3 clusters Score -99876.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -99877.609375 Penalty: 2420.329834
	Iteration 28Q: 3 clusters Score -99877.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -99877.914062 Penalty: 2420.329834
	Iteration 29Q: 3 clusters Score -99877.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -99878.875000 Penalty: 2420.329834
	Iteration 30Q: 3 clusters Score -99878.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -99882.125000 Penalty: 2420.329834
	Iteration 31Q: 3 clusters Score -99882.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -99883.312500 Penalty: 2420.329834
	Iteration 32Q: 3 clusters Score -99883.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -99883.726562 Penalty: 2420.329834
	Iteration 33Q: 3 clusters Score -99883.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -99883.726562 Penalty: 2420.329834
	Iteration 34F: 3 clusters Score -99883.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Entering Unmasked Estep 
Score: -293538.093750 Penalty: 1364.924438
	Iteration 0F: 2 clusters Score -293538.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -289912.656250 Penalty: 2729.848877
	Iteration 0F: 3 clusters Score -289912.7 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -290881.312500 Penalty: 2729.848877
	Iteration 1F: 3 clusters Score -290881.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -291034.781250 Penalty: 2729.848877
	Iteration 2F: 3 clusters Score -291034.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -291138.781250 Penalty: 2729.848877
	Iteration 3Q: 3 clusters Score -291138.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -291223.281250 Penalty: 2729.848877
	Iteration 4Q: 3 clusters Score -291223.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -291296.906250 Penalty: 2729.848877
	Iteration 5Q: 3 clusters Score -291296.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -291377.625000 Penalty: 2729.848877
	Iteration 6Q: 3 clusters Score -291377.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -291458.250000 Penalty: 2729.848877
	Iteration 7Q: 3 clusters Score -291458.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -291566.062500 Penalty: 2729.848877
	Iteration 8Q: 3 clusters Score -291566.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -291651.156250 Penalty: 2729.848877
	Iteration 9Q: 3 clusters Score -291651.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -291743.312500 Penalty: 2729.848877
	Iteration 10Q: 3 clusters Score -291743.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -291833.125000 Penalty: 2729.848877
	Iteration 11Q: 3 clusters Score -291833.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -291911.625000 Penalty: 2729.848877
	Iteration 12Q: 3 clusters Score -291911.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -291993.593750 Penalty: 2729.848877
	Iteration 13Q: 3 clusters Score -291993.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -292077.968750 Penalty: 2729.848877
	Iteration 14Q: 3 clusters Score -292078 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -292137.156250 Penalty: 2729.848877
	Iteration 15Q: 3 clusters Score -292137.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -292190.781250 Penalty: 2729.848877
	Iteration 16Q: 3 clusters Score -292190.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -292234.468750 Penalty: 2729.848877
	Iteration 17Q: 3 clusters Score -292234.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -292262.750000 Penalty: 2729.848877
	Iteration 18Q: 3 clusters Score -292262.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -292279.656250 Penalty: 2729.848877
	Iteration 19Q: 3 clusters Score -292279.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -292293.531250 Penalty: 2729.848877
	Iteration 20F: 3 clusters Score -292293.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -292305.031250 Penalty: 2729.848877
	Iteration 21Q: 3 clusters Score -292305 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -292321.531250 Penalty: 2729.848877
	Iteration 22Q: 3 clusters Score -292321.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -292345.125000 Penalty: 2729.848877
	Iteration 23Q: 3 clusters Score -292345.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -292363.625000 Penalty: 2729.848877
	Iteration 24Q: 3 clusters Score -292363.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -292378.937500 Penalty: 2729.848877
	Iteration 25Q: 3 clusters Score -292378.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -292398.250000 Penalty: 2729.848877
	Iteration 26Q: 3 clusters Score -292398.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -292414.187500 Penalty: 2729.848877
	Iteration 27Q: 3 clusters Score -292414.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -292429.250000 Penalty: 2729.848877
	Iteration 28Q: 3 clusters Score -292429.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -292439.000000 Penalty: 2729.848877
	Iteration 29Q: 3 clusters Score -292439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -292443.062500 Penalty: 2729.848877
	Iteration 30Q: 3 clusters Score -292443.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -292448.531250 Penalty: 2729.848877
	Iteration 31Q: 3 clusters Score -292448.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -292451.687500 Penalty: 2729.848877
	Iteration 32Q: 3 clusters Score -292451.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -292456.218750 Penalty: 2729.848877
	Iteration 33Q: 3 clusters Score -292456.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -292463.562500 Penalty: 2729.848877
	Iteration 34Q: 3 clusters Score -292463.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -292468.937500 Penalty: 2729.848877
	Iteration 35Q: 3 clusters Score -292468.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -292477.750000 Penalty: 2729.848877
	Iteration 36Q: 3 clusters Score -292477.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -292482.093750 Penalty: 2729.848877
	Iteration 37Q: 3 clusters Score -292482.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -292484.031250 Penalty: 2729.848877
	Iteration 38Q: 3 clusters Score -292484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -292486.406250 Penalty: 2729.848877
	Iteration 39Q: 3 clusters Score -292486.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -292489.468750 Penalty: 2729.848877
	Iteration 40F: 3 clusters Score -292489.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -292492.906250 Penalty: 2729.848877
	Iteration 41Q: 3 clusters Score -292492.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -292495.343750 Penalty: 2729.848877
	Iteration 42Q: 3 clusters Score -292495.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -292498.343750 Penalty: 2729.848877
	Iteration 43Q: 3 clusters Score -292498.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -292504.000000 Penalty: 2729.848877
	Iteration 44Q: 3 clusters Score -292504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -292509.218750 Penalty: 2729.848877
	Iteration 45Q: 3 clusters Score -292509.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -292512.718750 Penalty: 2729.848877
	Iteration 46Q: 3 clusters Score -292512.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -292512.843750 Penalty: 2729.848877
	Iteration 47Q: 3 clusters Score -292512.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -292515.343750 Penalty: 2729.848877
	Iteration 48Q: 3 clusters Score -292515.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -292516.312500 Penalty: 2729.848877
	Iteration 49Q: 3 clusters Score -292516.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -292516.312500 Penalty: 2729.848877
	Iteration 50F: 3 clusters Score -292516.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Entering Unmasked Estep 
Score: -691274.500000 Penalty: 1502.819092
	Iteration 0F: 2 clusters Score -691274.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -683875.937500 Penalty: 3005.638184
	Iteration 0F: 3 clusters Score -683875.9 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -686193.437500 Penalty: 3005.638184
	Iteration 1F: 3 clusters Score -686193.4 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -686410.062500 Penalty: 3005.638184
	Iteration 2F: 3 clusters Score -686410.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -686609.812500 Penalty: 3005.638184
	Iteration 3Q: 3 clusters Score -686609.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -686799.000000 Penalty: 3005.638184
	Iteration 4Q: 3 clusters Score -686799 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -686977.437500 Penalty: 3005.638184
	Iteration 5Q: 3 clusters Score -686977.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -687191.250000 Penalty: 3005.638184
	Iteration 6Q: 3 clusters Score -687191.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -687488.375000 Penalty: 3005.638184
	Iteration 7Q: 3 clusters Score -687488.4 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -687933.375000 Penalty: 3005.638184
	Iteration 8F: 3 clusters Score -687933.4 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -688524.000000 Penalty: 3005.638184
	Iteration 9F: 3 clusters Score -688524 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -689110.625000 Penalty: 3005.638184
	Iteration 10F: 3 clusters Score -689110.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -689545.625000 Penalty: 3005.638184
	Iteration 11Q: 3 clusters Score -689545.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -689770.437500 Penalty: 3005.638184
	Iteration 12Q: 3 clusters Score -689770.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -689869.187500 Penalty: 3005.638184
	Iteration 13Q: 3 clusters Score -689869.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -689929.500000 Penalty: 3005.638184
	Iteration 14Q: 3 clusters Score -689929.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -689974.625000 Penalty: 3005.638184
	Iteration 15Q: 3 clusters Score -689974.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -690001.375000 Penalty: 3005.638184
	Iteration 16Q: 3 clusters Score -690001.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -690018.000000 Penalty: 3005.638184
	Iteration 17Q: 3 clusters Score -690018 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -690032.437500 Penalty: 3005.638184
	Iteration 18Q: 3 clusters Score -690032.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -690042.250000 Penalty: 3005.638184
	Iteration 19Q: 3 clusters Score -690042.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -690046.437500 Penalty: 3005.638184
	Iteration 20F: 3 clusters Score -690046.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -690052.312500 Penalty: 3005.638184
	Iteration 21Q: 3 clusters Score -690052.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -690055.750000 Penalty: 3005.638184
	Iteration 22Q: 3 clusters Score -690055.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -690056.062500 Penalty: 3005.638184
	Iteration 23Q: 3 clusters Score -690056.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -690058.937500 Penalty: 3005.638184
	Iteration 24Q: 3 clusters Score -690058.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -690058.500000 Penalty: 3005.638184
	Iteration 25Q: 3 clusters Score -690058.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -690059.625000 Penalty: 3005.638184
	Iteration 26Q: 3 clusters Score -690059.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -690059.875000 Penalty: 3005.638184
	Iteration 27Q: 3 clusters Score -690059.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -690060.625000 Penalty: 3005.638184
	Iteration 28Q: 3 clusters Score -690060.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -690060.312500 Penalty: 3005.638184
	Iteration 29Q: 3 clusters Score -690060.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -690061.437500 Penalty: 3005.638184
	Iteration 30Q: 3 clusters Score -690061.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -690063.250000 Penalty: 3005.638184
	Iteration 31Q: 3 clusters Score -690063.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -690063.875000 Penalty: 3005.638184
	Iteration 32Q: 3 clusters Score -690063.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -690065.937500 Penalty: 3005.638184
	Iteration 33Q: 3 clusters Score -690065.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -690066.187500 Penalty: 3005.638184
	Iteration 34Q: 3 clusters Score -690066.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -690069.250000 Penalty: 3005.638184
	Iteration 35Q: 3 clusters Score -690069.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -690072.312500 Penalty: 3005.638184
	Iteration 36Q: 3 clusters Score -690072.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -690072.625000 Penalty: 3005.638184
	Iteration 37Q: 3 clusters Score -690072.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -690073.500000 Penalty: 3005.638184
	Iteration 38Q: 3 clusters Score -690073.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -690074.125000 Penalty: 3005.638184
	Iteration 39Q: 3 clusters Score -690074.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -690073.875000 Penalty: 3005.638184
	Iteration 40F: 3 clusters Score -690073.9 nChanged 0
--- Evaluating fit on full set of 2041054 points ---
Entering Unmasked Estep 
Score: -126457720.000000 Penalty: 47219.171875
22->21 Clusters: Score -126457720.000000, best is -126578992.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 680351 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 30853 members 
Mstep: Class 3 contains 30775 members 
Mstep: Class 4 contains 31081 members 
Mstep: Class 5 contains 30816 members 
Mstep: Class 6 contains 31098 members 
Mstep: Class 7 contains 30649 members 
Mstep: Class 8 contains 30528 members 
Mstep: Class 9 contains 30901 members 
Mstep: Class 10 contains 30978 members 
Mstep: Class 11 contains 30870 members 
Mstep: Class 12 contains 31054 members 
Mstep: Class 13 contains 30827 members 
Mstep: Class 14 contains 31143 members 
Mstep: Class 15 contains 30938 members 
Mstep: Class 16 contains 30795 members 
Mstep: Class 17 contains 31232 members 
Mstep: Class 18 contains 31018 members 
Mstep: Class 19 contains 31069 members 
Mstep: Class 20 contains 31191 members 
Mstep: Class 21 contains 31094 members 
Mstep: Class 22 contains 30742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 755.103577 but Gain 2182.433594
Score: -39588636.000000 Penalty: 45831.121094
Iteration 0F: 22 clusters Score -3.958864e+07 nChanged 643948
Entering Unmasked Mstep 
Mstep: Class 0 contains 361 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 33624 members 
Mstep: Class 3 contains 30753 members 
Mstep: Class 4 contains 29759 members 
Mstep: Class 5 contains 23949 members 
Mstep: Class 6 contains 35502 members 
Mstep: Class 7 contains 38119 members 
Mstep: Class 8 contains 33265 members 
Mstep: Class 9 contains 23196 members 
Mstep: Class 10 contains 20858 members 
Mstep: Class 11 contains 38102 members 
Mstep: Class 12 contains 26905 members 
Mstep: Class 14 contains 46153 members 
Mstep: Class 15 contains 20397 members 
Mstep: Class 16 contains 24818 members 
Mstep: Class 17 contains 32596 members 
Mstep: Class 18 contains 32298 members 
Mstep: Class 19 contains 23445 members 
Mstep: Class 20 contains 61704 members 
Mstep: Class 21 contains 30413 members 
Mstep: Class 22 contains 53438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41149268.000000 Penalty: 45831.121094
Iteration 1F: 22 clusters Score -4.114927e+07 nChanged 195825
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 32126 members 
Mstep: Class 3 contains 40740 members 
Mstep: Class 4 contains 26262 members 
Mstep: Class 5 contains 18607 members 
Mstep: Class 6 contains 37356 members 
Mstep: Class 7 contains 49614 members 
Mstep: Class 8 contains 30414 members 
Mstep: Class 9 contains 16214 members 
Mstep: Class 10 contains 15660 members 
Mstep: Class 11 contains 41810 members 
Mstep: Class 12 contains 23019 members 
Mstep: Class 14 contains 59195 members 
Mstep: Class 15 contains 14614 members 
Mstep: Class 16 contains 23735 members 
Mstep: Class 17 contains 29203 members 
Mstep: Class 18 contains 28780 members 
Mstep: Class 19 contains 15686 members 
Mstep: Class 20 contains 81663 members 
Mstep: Class 21 contains 26417 members 
Mstep: Class 22 contains 54533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41419888.000000 Penalty: 45831.121094
Iteration 2F: 22 clusters Score -4.141989e+07 nChanged 150098
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 31915 members 
Mstep: Class 3 contains 46408 members 
Mstep: Class 4 contains 22710 members 
Mstep: Class 5 contains 13630 members 
Mstep: Class 6 contains 38761 members 
Mstep: Class 7 contains 57601 members 
Mstep: Class 8 contains 30689 members 
Mstep: Class 9 contains 10808 members 
Mstep: Class 10 contains 11929 members 
Mstep: Class 11 contains 43905 members 
Mstep: Class 12 contains 17476 members 
Mstep: Class 14 contains 70121 members 
Mstep: Class 15 contains 9591 members 
Mstep: Class 16 contains 23306 members 
Mstep: Class 17 contains 25147 members 
Mstep: Class 18 contains 23904 members 
Mstep: Class 19 contains 11041 members 
Mstep: Class 20 contains 104059 members 
Mstep: Class 21 contains 21585 members 
Mstep: Class 22 contains 56617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41564960.000000 Penalty: 45831.121094
Iteration 3F: 22 clusters Score -4.156496e+07 nChanged 114497
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 34173 members 
Mstep: Class 3 contains 47711 members 
Mstep: Class 4 contains 18802 members 
Mstep: Class 5 contains 9836 members 
Mstep: Class 6 contains 35883 members 
Mstep: Class 7 contains 59596 members 
Mstep: Class 8 contains 35436 members 
Mstep: Class 9 contains 7299 members 
Mstep: Class 10 contains 9412 members 
Mstep: Class 11 contains 41334 members 
Mstep: Class 12 contains 12672 members 
Mstep: Class 14 contains 76856 members 
Mstep: Class 15 contains 6159 members 
Mstep: Class 16 contains 24225 members 
Mstep: Class 17 contains 20912 members 
Mstep: Class 18 contains 19550 members 
Mstep: Class 19 contains 7985 members 
Mstep: Class 20 contains 128309 members 
Mstep: Class 21 contains 16893 members 
Mstep: Class 22 contains 61803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41661548.000000 Penalty: 45831.121094
Iteration 4F: 22 clusters Score -4.166155e+07 nChanged 100340
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 37427 members 
Mstep: Class 3 contains 46596 members 
Mstep: Class 4 contains 14710 members 
Mstep: Class 5 contains 6696 members 
Mstep: Class 6 contains 30835 members 
Mstep: Class 7 contains 57035 members 
Mstep: Class 8 contains 41718 members 
Mstep: Class 9 contains 5192 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 35177 members 
Mstep: Class 12 contains 8351 members 
Mstep: Class 14 contains 81195 members 
Mstep: Class 15 contains 3954 members 
Mstep: Class 16 contains 24329 members 
Mstep: Class 17 contains 16263 members 
Mstep: Class 18 contains 15639 members 
Mstep: Class 19 contains 6200 members 
Mstep: Class 20 contains 157073 members 
Mstep: Class 21 contains 12533 members 
Mstep: Class 22 contains 68611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41744180.000000 Penalty: 45831.121094
Iteration 5F: 22 clusters Score -4.174418e+07 nChanged 93914
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 40921 members 
Mstep: Class 3 contains 43752 members 
Mstep: Class 4 contains 10831 members 
Mstep: Class 5 contains 4243 members 
Mstep: Class 6 contains 25355 members 
Mstep: Class 7 contains 50024 members 
Mstep: Class 8 contains 48120 members 
Mstep: Class 9 contains 4110 members 
Mstep: Class 10 contains 5486 members 
Mstep: Class 11 contains 26724 members 
Mstep: Class 12 contains 4866 members 
Mstep: Class 14 contains 83218 members 
Mstep: Class 15 contains 2583 members 
Mstep: Class 16 contains 22787 members 
Mstep: Class 17 contains 11889 members 
Mstep: Class 18 contains 12182 members 
Mstep: Class 19 contains 5285 members 
Mstep: Class 20 contains 191435 members 
Mstep: Class 21 contains 8969 members 
Mstep: Class 22 contains 74739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1747.555298 but Gain 2182.437500
Score: -41822516.000000 Penalty: 43648.683594
Iteration 6F: 21 clusters Score -4.182252e+07 nChanged 90544
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 44034 members 
Mstep: Class 3 contains 39379 members 
Mstep: Class 4 contains 7558 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 20221 members 
Mstep: Class 7 contains 39403 members 
Mstep: Class 8 contains 54705 members 
Mstep: Class 9 contains 3680 members 
Mstep: Class 10 contains 4299 members 
Mstep: Class 11 contains 17539 members 
Mstep: Class 12 contains 2669 members 
Mstep: Class 14 contains 82813 members 
Mstep: Class 16 contains 19495 members 
Mstep: Class 17 contains 8059 members 
Mstep: Class 18 contains 9147 members 
Mstep: Class 19 contains 5153 members 
Mstep: Class 20 contains 231529 members 
Mstep: Class 21 contains 6198 members 
Mstep: Class 22 contains 78918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1382.452881 but Gain 2182.433594
Score: -41902224.000000 Penalty: 41466.250000
Iteration 7F: 20 clusters Score -4.190222e+07 nChanged 84241
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 45725 members 
Mstep: Class 3 contains 33224 members 
Mstep: Class 4 contains 5208 members 
Mstep: Class 5 contains 1718 members 
Mstep: Class 6 contains 15764 members 
Mstep: Class 7 contains 26646 members 
Mstep: Class 8 contains 61274 members 
Mstep: Class 9 contains 3458 members 
Mstep: Class 10 contains 3680 members 
Mstep: Class 11 contains 9582 members 
Mstep: Class 14 contains 80428 members 
Mstep: Class 16 contains 15426 members 
Mstep: Class 17 contains 5151 members 
Mstep: Class 18 contains 6593 members 
Mstep: Class 19 contains 5568 members 
Mstep: Class 20 contains 274419 members 
Mstep: Class 21 contains 4133 members 
Mstep: Class 22 contains 78989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1294.201416 but Gain 2182.433594
Score: -41976320.000000 Penalty: 39283.816406
Iteration 8F: 19 clusters Score -4.197632e+07 nChanged 73926
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 45380 members 
Mstep: Class 3 contains 26606 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 6 contains 12155 members 
Mstep: Class 7 contains 15119 members 
Mstep: Class 8 contains 67101 members 
Mstep: Class 9 contains 3336 members 
Mstep: Class 10 contains 3479 members 
Mstep: Class 11 contains 4438 members 
Mstep: Class 14 contains 77657 members 
Mstep: Class 16 contains 10975 members 
Mstep: Class 17 contains 3070 members 
Mstep: Class 18 contains 4513 members 
Mstep: Class 19 contains 6314 members 
Mstep: Class 20 contains 315418 members 
Mstep: Class 21 contains 2719 members 
Mstep: Class 22 contains 74556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1632.686157 but Gain 2182.433594
Score: -42038352.000000 Penalty: 37101.382812
Iteration 9F: 18 clusters Score -4.203835e+07 nChanged 60700
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 43517 members 
Mstep: Class 3 contains 20548 members 
Mstep: Class 4 contains 2879 members 
Mstep: Class 6 contains 9361 members 
Mstep: Class 7 contains 7510 members 
Mstep: Class 8 contains 71409 members 
Mstep: Class 9 contains 3146 members 
Mstep: Class 10 contains 3460 members 
Mstep: Class 11 contains 1885 members 
Mstep: Class 14 contains 76127 members 
Mstep: Class 16 contains 7152 members 
Mstep: Class 18 contains 3124 members 
Mstep: Class 19 contains 7241 members 
Mstep: Class 20 contains 350060 members 
Mstep: Class 21 contains 1916 members 
Mstep: Class 22 contains 66945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 862.152161 but Gain 2182.433594
Score: -42086312.000000 Penalty: 34918.949219
Iteration 10F: 17 clusters Score -4.208631e+07 nChanged 44914
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 41044 members 
Mstep: Class 3 contains 15975 members 
Mstep: Class 4 contains 2545 members 
Mstep: Class 6 contains 7363 members 
Mstep: Class 7 contains 3385 members 
Mstep: Class 8 contains 74122 members 
Mstep: Class 9 contains 2971 members 
Mstep: Class 10 contains 3549 members 
Mstep: Class 14 contains 75242 members 
Mstep: Class 16 contains 4610 members 
Mstep: Class 18 contains 2235 members 
Mstep: Class 19 contains 8102 members 
Mstep: Class 20 contains 375813 members 
Mstep: Class 21 contains 1525 members 
Mstep: Class 22 contains 57650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1756.122437 but Gain 2182.435547
Score: -42115876.000000 Penalty: 32736.513672
Iteration 11F: 16 clusters Score -4.211588e+07 nChanged 33295
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 38448 members 
Mstep: Class 3 contains 12823 members 
Mstep: Class 4 contains 2483 members 
Mstep: Class 6 contains 5942 members 
Mstep: Class 8 contains 75771 members 
Mstep: Class 9 contains 2798 members 
Mstep: Class 10 contains 3696 members 
Mstep: Class 14 contains 74668 members 
Mstep: Class 16 contains 3098 members 
Mstep: Class 18 contains 1730 members 
Mstep: Class 19 contains 8860 members 
Mstep: Class 20 contains 395206 members 
Mstep: Class 21 contains 1357 members 
Mstep: Class 22 contains 49151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1784.588135 but Gain 2182.433594
Score: -42135780.000000 Penalty: 30554.080078
Iteration 12Q: 15 clusters Score -4.213578e+07 nChanged 23799
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 35808 members 
Mstep: Class 3 contains 10654 members 
Mstep: Class 4 contains 2537 members 
Mstep: Class 6 contains 4978 members 
Mstep: Class 8 contains 76797 members 
Mstep: Class 9 contains 2630 members 
Mstep: Class 10 contains 3862 members 
Mstep: Class 14 contains 73933 members 
Mstep: Class 16 contains 2325 members 
Mstep: Class 19 contains 9434 members 
Mstep: Class 20 contains 409056 members 
Mstep: Class 21 contains 1382 members 
Mstep: Class 22 contains 42557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42147752.000000 Penalty: 30554.080078
Iteration 13Q: 15 clusters Score -4.214775e+07 nChanged 16710
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 33529 members 
Mstep: Class 3 contains 9356 members 
Mstep: Class 4 contains 2703 members 
Mstep: Class 6 contains 4362 members 
Mstep: Class 8 contains 77325 members 
Mstep: Class 9 contains 2514 members 
Mstep: Class 10 contains 4031 members 
Mstep: Class 14 contains 72726 members 
Mstep: Class 16 contains 1958 members 
Mstep: Class 19 contains 9859 members 
Mstep: Class 20 contains 419197 members 
Mstep: Class 21 contains 1525 members 
Mstep: Class 22 contains 36799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42153952.000000 Penalty: 30554.080078
Iteration 14Q: 15 clusters Score -4.215395e+07 nChanged 13164
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 31548 members 
Mstep: Class 3 contains 8547 members 
Mstep: Class 4 contains 2893 members 
Mstep: Class 6 contains 3969 members 
Mstep: Class 8 contains 77668 members 
Mstep: Class 9 contains 2444 members 
Mstep: Class 10 contains 4193 members 
Mstep: Class 14 contains 71325 members 
Mstep: Class 16 contains 1828 members 
Mstep: Class 19 contains 10175 members 
Mstep: Class 20 contains 427281 members 
Mstep: Class 21 contains 1708 members 
Mstep: Class 22 contains 32254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42158620.000000 Penalty: 30554.080078
Iteration 15Q: 15 clusters Score -4.215862e+07 nChanged 10602
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 29944 members 
Mstep: Class 3 contains 8069 members 
Mstep: Class 4 contains 3061 members 
Mstep: Class 6 contains 3705 members 
Mstep: Class 8 contains 77874 members 
Mstep: Class 9 contains 2401 members 
Mstep: Class 10 contains 4336 members 
Mstep: Class 14 contains 69712 members 
Mstep: Class 16 contains 1797 members 
Mstep: Class 19 contains 10436 members 
Mstep: Class 20 contains 433869 members 
Mstep: Class 21 contains 1907 members 
Mstep: Class 22 contains 28683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42162284.000000 Penalty: 30554.080078
Iteration 16Q: 15 clusters Score -4.216228e+07 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 28672 members 
Mstep: Class 3 contains 7789 members 
Mstep: Class 4 contains 3209 members 
Mstep: Class 6 contains 3542 members 
Mstep: Class 8 contains 78013 members 
Mstep: Class 9 contains 2393 members 
Mstep: Class 10 contains 4457 members 
Mstep: Class 14 contains 67964 members 
Mstep: Class 16 contains 1831 members 
Mstep: Class 19 contains 10630 members 
Mstep: Class 20 contains 439263 members 
Mstep: Class 21 contains 2098 members 
Mstep: Class 22 contains 25895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42164676.000000 Penalty: 30554.080078
Iteration 17Q: 15 clusters Score -4.216468e+07 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 27589 members 
Mstep: Class 3 contains 7620 members 
Mstep: Class 4 contains 3352 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 8 contains 78131 members 
Mstep: Class 9 contains 2404 members 
Mstep: Class 10 contains 4569 members 
Mstep: Class 14 contains 65964 members 
Mstep: Class 16 contains 1860 members 
Mstep: Class 19 contains 10783 members 
Mstep: Class 20 contains 443988 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 23757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42166592.000000 Penalty: 30554.080078
Iteration 18Q: 15 clusters Score -4.216659e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 26678 members 
Mstep: Class 3 contains 7553 members 
Mstep: Class 4 contains 3460 members 
Mstep: Class 6 contains 3318 members 
Mstep: Class 8 contains 78223 members 
Mstep: Class 9 contains 2456 members 
Mstep: Class 10 contains 4671 members 
Mstep: Class 14 contains 63861 members 
Mstep: Class 16 contains 1902 members 
Mstep: Class 19 contains 10893 members 
Mstep: Class 20 contains 448121 members 
Mstep: Class 21 contains 2473 members 
Mstep: Class 22 contains 22084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42168028.000000 Penalty: 30554.080078
Iteration 19Q: 15 clusters Score -4.216803e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 25928 members 
Mstep: Class 3 contains 7567 members 
Mstep: Class 4 contains 3541 members 
Mstep: Class 6 contains 3237 members 
Mstep: Class 8 contains 78307 members 
Mstep: Class 9 contains 2539 members 
Mstep: Class 10 contains 4755 members 
Mstep: Class 14 contains 61572 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 19 contains 10971 members 
Mstep: Class 20 contains 451829 members 
Mstep: Class 21 contains 2638 members 
Mstep: Class 22 contains 20807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42169332.000000 Penalty: 30554.080078
Iteration 20F: 15 clusters Score -4.216933e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 25320 members 
Mstep: Class 3 contains 7668 members 
Mstep: Class 4 contains 3632 members 
Mstep: Class 6 contains 3176 members 
Mstep: Class 8 contains 78339 members 
Mstep: Class 9 contains 2586 members 
Mstep: Class 10 contains 4813 members 
Mstep: Class 14 contains 59216 members 
Mstep: Class 16 contains 2008 members 
Mstep: Class 19 contains 11037 members 
Mstep: Class 20 contains 455298 members 
Mstep: Class 21 contains 2806 members 
Mstep: Class 22 contains 19716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170184.000000 Penalty: 30554.080078
Iteration 21Q: 15 clusters Score -4.217018e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 24849 members 
Mstep: Class 3 contains 7756 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 6 contains 3127 members 
Mstep: Class 8 contains 78386 members 
Mstep: Class 9 contains 2645 members 
Mstep: Class 10 contains 4884 members 
Mstep: Class 14 contains 56773 members 
Mstep: Class 16 contains 2072 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 458512 members 
Mstep: Class 21 contains 2967 members 
Mstep: Class 22 contains 18807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171060.000000 Penalty: 30554.080078
Iteration 22Q: 15 clusters Score -4.217106e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 24500 members 
Mstep: Class 3 contains 7900 members 
Mstep: Class 4 contains 3765 members 
Mstep: Class 6 contains 3086 members 
Mstep: Class 8 contains 78423 members 
Mstep: Class 9 contains 2700 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 14 contains 54283 members 
Mstep: Class 16 contains 2131 members 
Mstep: Class 19 contains 11134 members 
Mstep: Class 20 contains 461578 members 
Mstep: Class 21 contains 3093 members 
Mstep: Class 22 contains 18001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171992.000000 Penalty: 30554.080078
Iteration 23Q: 15 clusters Score -4.217199e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 24234 members 
Mstep: Class 3 contains 8038 members 
Mstep: Class 4 contains 3827 members 
Mstep: Class 6 contains 3047 members 
Mstep: Class 8 contains 78448 members 
Mstep: Class 9 contains 2738 members 
Mstep: Class 10 contains 5004 members 
Mstep: Class 14 contains 51681 members 
Mstep: Class 16 contains 2179 members 
Mstep: Class 19 contains 11172 members 
Mstep: Class 20 contains 464619 members 
Mstep: Class 21 contains 3211 members 
Mstep: Class 22 contains 17299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172744.000000 Penalty: 30554.080078
Iteration 24Q: 15 clusters Score -4.217274e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 24021 members 
Mstep: Class 3 contains 8144 members 
Mstep: Class 4 contains 3864 members 
Mstep: Class 6 contains 3000 members 
Mstep: Class 8 contains 78457 members 
Mstep: Class 9 contains 2789 members 
Mstep: Class 10 contains 5068 members 
Mstep: Class 14 contains 49041 members 
Mstep: Class 16 contains 2219 members 
Mstep: Class 19 contains 11205 members 
Mstep: Class 20 contains 467575 members 
Mstep: Class 21 contains 3358 members 
Mstep: Class 22 contains 16716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173608.000000 Penalty: 30554.080078
Iteration 25Q: 15 clusters Score -4.217361e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 23858 members 
Mstep: Class 3 contains 8257 members 
Mstep: Class 4 contains 3898 members 
Mstep: Class 6 contains 2953 members 
Mstep: Class 8 contains 78467 members 
Mstep: Class 9 contains 2848 members 
Mstep: Class 10 contains 5132 members 
Mstep: Class 14 contains 46485 members 
Mstep: Class 16 contains 2277 members 
Mstep: Class 19 contains 11238 members 
Mstep: Class 20 contains 470329 members 
Mstep: Class 21 contains 3503 members 
Mstep: Class 22 contains 16162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174324.000000 Penalty: 30554.080078
Iteration 26Q: 15 clusters Score -4.217432e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 23703 members 
Mstep: Class 3 contains 8351 members 
Mstep: Class 4 contains 3927 members 
Mstep: Class 6 contains 2914 members 
Mstep: Class 8 contains 78482 members 
Mstep: Class 9 contains 2926 members 
Mstep: Class 10 contains 5202 members 
Mstep: Class 14 contains 43797 members 
Mstep: Class 16 contains 2336 members 
Mstep: Class 19 contains 11248 members 
Mstep: Class 20 contains 473192 members 
Mstep: Class 21 contains 3626 members 
Mstep: Class 22 contains 15660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175020.000000 Penalty: 30554.080078
Iteration 27Q: 15 clusters Score -4.217502e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 23613 members 
Mstep: Class 3 contains 8492 members 
Mstep: Class 4 contains 3950 members 
Mstep: Class 6 contains 2866 members 
Mstep: Class 8 contains 78484 members 
Mstep: Class 9 contains 3009 members 
Mstep: Class 10 contains 5262 members 
Mstep: Class 14 contains 41086 members 
Mstep: Class 16 contains 2390 members 
Mstep: Class 19 contains 11260 members 
Mstep: Class 20 contains 476008 members 
Mstep: Class 21 contains 3723 members 
Mstep: Class 22 contains 15171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176040.000000 Penalty: 30554.080078
Iteration 28Q: 15 clusters Score -4.217604e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 23533 members 
Mstep: Class 3 contains 8645 members 
Mstep: Class 4 contains 3974 members 
Mstep: Class 6 contains 2830 members 
Mstep: Class 8 contains 78466 members 
Mstep: Class 9 contains 3114 members 
Mstep: Class 10 contains 5323 members 
Mstep: Class 14 contains 38414 members 
Mstep: Class 16 contains 2492 members 
Mstep: Class 19 contains 11262 members 
Mstep: Class 20 contains 478698 members 
Mstep: Class 21 contains 3823 members 
Mstep: Class 22 contains 14691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176852.000000 Penalty: 30554.080078
Iteration 29Q: 15 clusters Score -4.217685e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 23464 members 
Mstep: Class 3 contains 8749 members 
Mstep: Class 4 contains 3976 members 
Mstep: Class 6 contains 2800 members 
Mstep: Class 8 contains 78446 members 
Mstep: Class 9 contains 3218 members 
Mstep: Class 10 contains 5386 members 
Mstep: Class 14 contains 35734 members 
Mstep: Class 16 contains 2576 members 
Mstep: Class 19 contains 11273 members 
Mstep: Class 20 contains 481428 members 
Mstep: Class 21 contains 3926 members 
Mstep: Class 22 contains 14239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42178000.000000 Penalty: 30554.080078
Iteration 30Q: 15 clusters Score -4.2178e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 23433 members 
Mstep: Class 3 contains 8835 members 
Mstep: Class 4 contains 3989 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 8 contains 78433 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 5455 members 
Mstep: Class 14 contains 33041 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 19 contains 11289 members 
Mstep: Class 20 contains 484159 members 
Mstep: Class 21 contains 4010 members 
Mstep: Class 22 contains 13790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42178604.000000 Penalty: 30554.080078
Iteration 31Q: 15 clusters Score -4.21786e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 23426 members 
Mstep: Class 3 contains 8917 members 
Mstep: Class 4 contains 3995 members 
Mstep: Class 6 contains 2736 members 
Mstep: Class 8 contains 78392 members 
Mstep: Class 9 contains 3395 members 
Mstep: Class 10 contains 5520 members 
Mstep: Class 14 contains 30451 members 
Mstep: Class 16 contains 2735 members 
Mstep: Class 19 contains 11293 members 
Mstep: Class 20 contains 486742 members 
Mstep: Class 21 contains 4082 members 
Mstep: Class 22 contains 13456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42179432.000000 Penalty: 30554.080078
Iteration 32Q: 15 clusters Score -4.217943e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 23445 members 
Mstep: Class 3 contains 8987 members 
Mstep: Class 4 contains 4005 members 
Mstep: Class 6 contains 2695 members 
Mstep: Class 8 contains 78334 members 
Mstep: Class 9 contains 3481 members 
Mstep: Class 10 contains 5584 members 
Mstep: Class 14 contains 27882 members 
Mstep: Class 16 contains 2809 members 
Mstep: Class 19 contains 11310 members 
Mstep: Class 20 contains 489283 members 
Mstep: Class 21 contains 4127 members 
Mstep: Class 22 contains 13157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42180456.000000 Penalty: 30554.080078
Iteration 33Q: 15 clusters Score -4.218046e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 23493 members 
Mstep: Class 3 contains 9073 members 
Mstep: Class 4 contains 4028 members 
Mstep: Class 6 contains 2669 members 
Mstep: Class 8 contains 78302 members 
Mstep: Class 9 contains 3538 members 
Mstep: Class 10 contains 5642 members 
Mstep: Class 14 contains 25375 members 
Mstep: Class 16 contains 2873 members 
Mstep: Class 19 contains 11313 members 
Mstep: Class 20 contains 491688 members 
Mstep: Class 21 contains 4183 members 
Mstep: Class 22 contains 12890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42181324.000000 Penalty: 30554.080078
Iteration 34Q: 15 clusters Score -4.218132e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 23549 members 
Mstep: Class 3 contains 9167 members 
Mstep: Class 4 contains 4053 members 
Mstep: Class 6 contains 2647 members 
Mstep: Class 8 contains 78237 members 
Mstep: Class 9 contains 3594 members 
Mstep: Class 10 contains 5708 members 
Mstep: Class 14 contains 22971 members 
Mstep: Class 16 contains 2925 members 
Mstep: Class 19 contains 11316 members 
Mstep: Class 20 contains 493965 members 
Mstep: Class 21 contains 4244 members 
Mstep: Class 22 contains 12653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182260.000000 Penalty: 30554.080078
Iteration 35Q: 15 clusters Score -4.218226e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 23645 members 
Mstep: Class 3 contains 9250 members 
Mstep: Class 4 contains 4085 members 
Mstep: Class 6 contains 2626 members 
Mstep: Class 8 contains 78153 members 
Mstep: Class 9 contains 3638 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 14 contains 20690 members 
Mstep: Class 16 contains 3000 members 
Mstep: Class 19 contains 11306 members 
Mstep: Class 20 contains 496086 members 
Mstep: Class 21 contains 4308 members 
Mstep: Class 22 contains 12442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183192.000000 Penalty: 30554.080078
Iteration 36Q: 15 clusters Score -4.218319e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 23721 members 
Mstep: Class 3 contains 9333 members 
Mstep: Class 4 contains 4121 members 
Mstep: Class 6 contains 2605 members 
Mstep: Class 8 contains 78093 members 
Mstep: Class 9 contains 3680 members 
Mstep: Class 10 contains 5849 members 
Mstep: Class 14 contains 18626 members 
Mstep: Class 16 contains 3063 members 
Mstep: Class 19 contains 11282 members 
Mstep: Class 20 contains 497974 members 
Mstep: Class 21 contains 4384 members 
Mstep: Class 22 contains 12240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42184028.000000 Penalty: 30554.080078
Iteration 37Q: 15 clusters Score -4.218403e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 23800 members 
Mstep: Class 3 contains 9417 members 
Mstep: Class 4 contains 4139 members 
Mstep: Class 6 contains 2575 members 
Mstep: Class 8 contains 78040 members 
Mstep: Class 9 contains 3710 members 
Mstep: Class 10 contains 5939 members 
Mstep: Class 14 contains 16658 members 
Mstep: Class 16 contains 3090 members 
Mstep: Class 19 contains 11271 members 
Mstep: Class 20 contains 499767 members 
Mstep: Class 21 contains 4449 members 
Mstep: Class 22 contains 12078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42184932.000000 Penalty: 30554.080078
Iteration 38Q: 15 clusters Score -4.218493e+07 nChanged 2888
Entering ConstructFrom: 
Score: -42184932.000000 Penalty: 30554.080078
Entering ConstructFrom: 
Trying to split cluster 1 (5454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Entering Unmasked Estep 
Score: -346518.500000 Penalty: 1398.167114
	Iteration 0F: 2 clusters Score -346518.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -342276.312500 Penalty: 2796.334229
	Iteration 0F: 3 clusters Score -342276.3 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -343495.031250 Penalty: 2796.334229
	Iteration 1F: 3 clusters Score -343495 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -343745.562500 Penalty: 2796.334229
	Iteration 2F: 3 clusters Score -343745.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -343964.187500 Penalty: 2796.334229
	Iteration 3F: 3 clusters Score -343964.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -344124.531250 Penalty: 2796.334229
	Iteration 4Q: 3 clusters Score -344124.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -344279.750000 Penalty: 2796.334229
	Iteration 5Q: 3 clusters Score -344279.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -344443.343750 Penalty: 2796.334229
	Iteration 6Q: 3 clusters Score -344443.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -344567.593750 Penalty: 2796.334229
	Iteration 7Q: 3 clusters Score -344567.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -344691.093750 Penalty: 2796.334229
	Iteration 8Q: 3 clusters Score -344691.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -344795.375000 Penalty: 2796.334229
	Iteration 9Q: 3 clusters Score -344795.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -344911.937500 Penalty: 2796.334229
	Iteration 10Q: 3 clusters Score -344911.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -345001.937500 Penalty: 2796.334229
	Iteration 11Q: 3 clusters Score -345001.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -345071.468750 Penalty: 2796.334229
	Iteration 12Q: 3 clusters Score -345071.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -345126.000000 Penalty: 2796.334229
	Iteration 13Q: 3 clusters Score -345126 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -345170.625000 Penalty: 2796.334229
	Iteration 14Q: 3 clusters Score -345170.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -345198.250000 Penalty: 2796.334229
	Iteration 15Q: 3 clusters Score -345198.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -345221.125000 Penalty: 2796.334229
	Iteration 16Q: 3 clusters Score -345221.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -345244.156250 Penalty: 2796.334229
	Iteration 17Q: 3 clusters Score -345244.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -345259.406250 Penalty: 2796.334229
	Iteration 18Q: 3 clusters Score -345259.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -345273.843750 Penalty: 2796.334229
	Iteration 19Q: 3 clusters Score -345273.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -345283.812500 Penalty: 2796.334229
	Iteration 20F: 3 clusters Score -345283.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -345290.281250 Penalty: 2796.334229
	Iteration 21Q: 3 clusters Score -345290.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -345296.062500 Penalty: 2796.334229
	Iteration 22Q: 3 clusters Score -345296.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -345301.312500 Penalty: 2796.334229
	Iteration 23Q: 3 clusters Score -345301.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -345304.406250 Penalty: 2796.334229
	Iteration 24Q: 3 clusters Score -345304.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -345306.125000 Penalty: 2796.334229
	Iteration 25Q: 3 clusters Score -345306.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -345307.468750 Penalty: 2796.334229
	Iteration 26Q: 3 clusters Score -345307.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -345308.625000 Penalty: 2796.334229
	Iteration 27Q: 3 clusters Score -345308.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -345311.593750 Penalty: 2796.334229
	Iteration 28Q: 3 clusters Score -345311.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -345314.437500 Penalty: 2796.334229
	Iteration 29Q: 3 clusters Score -345314.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -345318.000000 Penalty: 2796.334229
	Iteration 30Q: 3 clusters Score -345318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -345322.156250 Penalty: 2796.334229
	Iteration 31Q: 3 clusters Score -345322.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -345324.468750 Penalty: 2796.334229
	Iteration 32Q: 3 clusters Score -345324.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -345326.437500 Penalty: 2796.334229
	Iteration 33Q: 3 clusters Score -345326.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -345327.375000 Penalty: 2796.334229
	Iteration 34Q: 3 clusters Score -345327.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -345330.281250 Penalty: 2796.334229
	Iteration 35Q: 3 clusters Score -345330.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -345330.500000 Penalty: 2796.334229
	Iteration 36Q: 3 clusters Score -345330.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -345330.500000 Penalty: 2796.334229
	Iteration 37F: 3 clusters Score -345330.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Entering Unmasked Estep 
Score: -1551026.375000 Penalty: 1638.136230
	Iteration 0F: 2 clusters Score -1551026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1534817.750000 Penalty: 3276.272461
	Iteration 0F: 3 clusters Score -1534818 nChanged 10907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1540962.750000 Penalty: 3276.272461
	Iteration 1F: 3 clusters Score -1540963 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1541284.625000 Penalty: 3276.272461
	Iteration 2Q: 3 clusters Score -1541285 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1541590.625000 Penalty: 3276.272461
	Iteration 3Q: 3 clusters Score -1541591 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1541926.000000 Penalty: 3276.272461
	Iteration 4Q: 3 clusters Score -1541926 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1542323.375000 Penalty: 3276.272461
	Iteration 5Q: 3 clusters Score -1542323 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -1542854.375000 Penalty: 3276.272461
	Iteration 6Q: 3 clusters Score -1542854 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -1543533.125000 Penalty: 3276.272461
	Iteration 7F: 3 clusters Score -1543533 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -1544435.500000 Penalty: 3276.272461
	Iteration 8F: 3 clusters Score -1544436 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -1545518.000000 Penalty: 3276.272461
	Iteration 9F: 3 clusters Score -1545518 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -1546614.750000 Penalty: 3276.272461
	Iteration 10F: 3 clusters Score -1546615 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -1547446.500000 Penalty: 3276.272461
	Iteration 11Q: 3 clusters Score -1547446 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -1548010.000000 Penalty: 3276.272461
	Iteration 12Q: 3 clusters Score -1548010 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -1548403.125000 Penalty: 3276.272461
	Iteration 13Q: 3 clusters Score -1548403 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -1548717.125000 Penalty: 3276.272461
	Iteration 14Q: 3 clusters Score -1548717 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -1548934.375000 Penalty: 3276.272461
	Iteration 15Q: 3 clusters Score -1548934 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -1549086.875000 Penalty: 3276.272461
	Iteration 16Q: 3 clusters Score -1549087 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -1549194.500000 Penalty: 3276.272461
	Iteration 17Q: 3 clusters Score -1549194 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -1549264.375000 Penalty: 3276.272461
	Iteration 18Q: 3 clusters Score -1549264 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -1549320.500000 Penalty: 3276.272461
	Iteration 19Q: 3 clusters Score -1549320 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -1549354.250000 Penalty: 3276.272461
	Iteration 20F: 3 clusters Score -1549354 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -1549379.000000 Penalty: 3276.272461
	Iteration 21Q: 3 clusters Score -1549379 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -1549404.250000 Penalty: 3276.272461
	Iteration 22Q: 3 clusters Score -1549404 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -1549429.875000 Penalty: 3276.272461
	Iteration 23Q: 3 clusters Score -1549430 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -1549441.500000 Penalty: 3276.272461
	Iteration 24Q: 3 clusters Score -1549442 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -1549461.500000 Penalty: 3276.272461
	Iteration 25Q: 3 clusters Score -1549462 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -1549473.750000 Penalty: 3276.272461
	Iteration 26Q: 3 clusters Score -1549474 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -1549489.375000 Penalty: 3276.272461
	Iteration 27Q: 3 clusters Score -1549489 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -1549506.625000 Penalty: 3276.272461
	Iteration 28Q: 3 clusters Score -1549507 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -1549513.625000 Penalty: 3276.272461
	Iteration 29Q: 3 clusters Score -1549514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -1549518.500000 Penalty: 3276.272461
	Iteration 30Q: 3 clusters Score -1549518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -1549521.125000 Penalty: 3276.272461
	Iteration 31Q: 3 clusters Score -1549521 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -1549527.375000 Penalty: 3276.272461
	Iteration 32Q: 3 clusters Score -1549527 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -1549537.500000 Penalty: 3276.272461
	Iteration 33Q: 3 clusters Score -1549538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -1549541.375000 Penalty: 3276.272461
	Iteration 34Q: 3 clusters Score -1549541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -1549545.000000 Penalty: 3276.272461
	Iteration 35Q: 3 clusters Score -1549545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -1549548.750000 Penalty: 3276.272461
	Iteration 36Q: 3 clusters Score -1549549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -1549553.625000 Penalty: 3276.272461
	Iteration 37Q: 3 clusters Score -1549554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -1549563.375000 Penalty: 3276.272461
	Iteration 38Q: 3 clusters Score -1549563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -1549567.250000 Penalty: 3276.272461
	Iteration 39Q: 3 clusters Score -1549567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -1549572.000000 Penalty: 3276.272461
	Iteration 40F: 3 clusters Score -1549572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -1549572.875000 Penalty: 3276.272461
	Iteration 41Q: 3 clusters Score -1549573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -1549578.875000 Penalty: 3276.272461
	Iteration 42Q: 3 clusters Score -1549579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -1549581.750000 Penalty: 3276.272461
	Iteration 43Q: 3 clusters Score -1549582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -1549591.000000 Penalty: 3276.272461
	Iteration 44Q: 3 clusters Score -1549591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -1549594.125000 Penalty: 3276.272461
	Iteration 45Q: 3 clusters Score -1549594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -1549604.625000 Penalty: 3276.272461
	Iteration 46Q: 3 clusters Score -1549605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -1549607.875000 Penalty: 3276.272461
	Iteration 47Q: 3 clusters Score -1549608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -1549614.250000 Penalty: 3276.272461
	Iteration 48Q: 3 clusters Score -1549614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -1549612.000000 Penalty: 3276.272461
	Iteration 49Q: 3 clusters Score -1549612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -1549611.875000 Penalty: 3276.272461
	Iteration 50Q: 3 clusters Score -1549612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -1549611.000000 Penalty: 3276.272461
	Iteration 51Q: 3 clusters Score -1549611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -1549611.000000 Penalty: 3276.272461
	Iteration 52F: 3 clusters Score -1549611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Entering Unmasked Estep 
Score: -613262.000000 Penalty: 1488.413452
	Iteration 0F: 2 clusters Score -613262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -606366.250000 Penalty: 2976.826904
	Iteration 0F: 3 clusters Score -606366.2 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -608584.812500 Penalty: 2976.826904
	Iteration 1F: 3 clusters Score -608584.8 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -608914.187500 Penalty: 2976.826904
	Iteration 2F: 3 clusters Score -608914.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -609152.250000 Penalty: 2976.826904
	Iteration 3F: 3 clusters Score -609152.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -609368.562500 Penalty: 2976.826904
	Iteration 4Q: 3 clusters Score -609368.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -609550.062500 Penalty: 2976.826904
	Iteration 5Q: 3 clusters Score -609550.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -609718.187500 Penalty: 2976.826904
	Iteration 6Q: 3 clusters Score -609718.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -609916.687500 Penalty: 2976.826904
	Iteration 7Q: 3 clusters Score -609916.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -610112.625000 Penalty: 2976.826904
	Iteration 8Q: 3 clusters Score -610112.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -610314.312500 Penalty: 2976.826904
	Iteration 9Q: 3 clusters Score -610314.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -610544.250000 Penalty: 2976.826904
	Iteration 10Q: 3 clusters Score -610544.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -610740.375000 Penalty: 2976.826904
	Iteration 11Q: 3 clusters Score -610740.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -610872.812500 Penalty: 2976.826904
	Iteration 12Q: 3 clusters Score -610872.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -610962.312500 Penalty: 2976.826904
	Iteration 13Q: 3 clusters Score -610962.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -611018.562500 Penalty: 2976.826904
	Iteration 14Q: 3 clusters Score -611018.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -611061.562500 Penalty: 2976.826904
	Iteration 15Q: 3 clusters Score -611061.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -611095.375000 Penalty: 2976.826904
	Iteration 16Q: 3 clusters Score -611095.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -611130.062500 Penalty: 2976.826904
	Iteration 17Q: 3 clusters Score -611130.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -611162.437500 Penalty: 2976.826904
	Iteration 18Q: 3 clusters Score -611162.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -611191.750000 Penalty: 2976.826904
	Iteration 19Q: 3 clusters Score -611191.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -611216.375000 Penalty: 2976.826904
	Iteration 20F: 3 clusters Score -611216.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -611234.437500 Penalty: 2976.826904
	Iteration 21Q: 3 clusters Score -611234.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -611251.562500 Penalty: 2976.826904
	Iteration 22Q: 3 clusters Score -611251.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -611270.125000 Penalty: 2976.826904
	Iteration 23Q: 3 clusters Score -611270.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -611290.062500 Penalty: 2976.826904
	Iteration 24Q: 3 clusters Score -611290.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -611310.750000 Penalty: 2976.826904
	Iteration 25Q: 3 clusters Score -611310.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -611333.937500 Penalty: 2976.826904
	Iteration 26Q: 3 clusters Score -611333.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -611356.812500 Penalty: 2976.826904
	Iteration 27Q: 3 clusters Score -611356.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -611380.500000 Penalty: 2976.826904
	Iteration 28Q: 3 clusters Score -611380.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -611398.062500 Penalty: 2976.826904
	Iteration 29Q: 3 clusters Score -611398.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -611418.437500 Penalty: 2976.826904
	Iteration 30Q: 3 clusters Score -611418.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -611432.937500 Penalty: 2976.826904
	Iteration 31Q: 3 clusters Score -611432.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -611450.000000 Penalty: 2976.826904
	Iteration 32Q: 3 clusters Score -611450 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -611460.500000 Penalty: 2976.826904
	Iteration 33Q: 3 clusters Score -611460.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -611468.937500 Penalty: 2976.826904
	Iteration 34Q: 3 clusters Score -611468.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -611478.812500 Penalty: 2976.826904
	Iteration 35Q: 3 clusters Score -611478.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -611486.187500 Penalty: 2976.826904
	Iteration 36Q: 3 clusters Score -611486.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -611496.000000 Penalty: 2976.826904
	Iteration 37Q: 3 clusters Score -611496 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -611502.875000 Penalty: 2976.826904
	Iteration 38Q: 3 clusters Score -611502.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -611510.562500 Penalty: 2976.826904
	Iteration 39Q: 3 clusters Score -611510.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -611518.062500 Penalty: 2976.826904
	Iteration 40F: 3 clusters Score -611518.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -611527.437500 Penalty: 2976.826904
	Iteration 41Q: 3 clusters Score -611527.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -611537.062500 Penalty: 2976.826904
	Iteration 42Q: 3 clusters Score -611537.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -611548.875000 Penalty: 2976.826904
	Iteration 43Q: 3 clusters Score -611548.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -611565.562500 Penalty: 2976.826904
	Iteration 44Q: 3 clusters Score -611565.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -611580.375000 Penalty: 2976.826904
	Iteration 45Q: 3 clusters Score -611580.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -611594.437500 Penalty: 2976.826904
	Iteration 46Q: 3 clusters Score -611594.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -611606.187500 Penalty: 2976.826904
	Iteration 47Q: 3 clusters Score -611606.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -611615.812500 Penalty: 2976.826904
	Iteration 48Q: 3 clusters Score -611615.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -611622.937500 Penalty: 2976.826904
	Iteration 49Q: 3 clusters Score -611622.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -611628.187500 Penalty: 2976.826904
	Iteration 50Q: 3 clusters Score -611628.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -611635.250000 Penalty: 2976.826904
	Iteration 51Q: 3 clusters Score -611635.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -611641.750000 Penalty: 2976.826904
	Iteration 52Q: 3 clusters Score -611641.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -611648.375000 Penalty: 2976.826904
	Iteration 53Q: 3 clusters Score -611648.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -611651.937500 Penalty: 2976.826904
	Iteration 54Q: 3 clusters Score -611651.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -611655.562500 Penalty: 2976.826904
	Iteration 55Q: 3 clusters Score -611655.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -611660.812500 Penalty: 2976.826904
	Iteration 56Q: 3 clusters Score -611660.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -611666.500000 Penalty: 2976.826904
	Iteration 57Q: 3 clusters Score -611666.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -611675.562500 Penalty: 2976.826904
	Iteration 58Q: 3 clusters Score -611675.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -611678.875000 Penalty: 2976.826904
	Iteration 59Q: 3 clusters Score -611678.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -611685.875000 Penalty: 2976.826904
	Iteration 60F: 3 clusters Score -611685.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -611690.125000 Penalty: 2976.826904
	Iteration 61Q: 3 clusters Score -611690.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -611694.500000 Penalty: 2976.826904
	Iteration 62Q: 3 clusters Score -611694.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -611697.250000 Penalty: 2976.826904
	Iteration 63Q: 3 clusters Score -611697.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -611701.250000 Penalty: 2976.826904
	Iteration 64Q: 3 clusters Score -611701.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -611705.500000 Penalty: 2976.826904
	Iteration 65Q: 3 clusters Score -611705.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -611709.187500 Penalty: 2976.826904
	Iteration 66Q: 3 clusters Score -611709.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -611711.250000 Penalty: 2976.826904
	Iteration 67Q: 3 clusters Score -611711.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -611715.375000 Penalty: 2976.826904
	Iteration 68Q: 3 clusters Score -611715.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -611718.625000 Penalty: 2976.826904
	Iteration 69Q: 3 clusters Score -611718.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -611719.437500 Penalty: 2976.826904
	Iteration 70Q: 3 clusters Score -611719.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -611720.437500 Penalty: 2976.826904
	Iteration 71Q: 3 clusters Score -611720.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -611722.625000 Penalty: 2976.826904
	Iteration 72Q: 3 clusters Score -611722.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -611727.187500 Penalty: 2976.826904
	Iteration 73Q: 3 clusters Score -611727.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -611729.625000 Penalty: 2976.826904
	Iteration 74Q: 3 clusters Score -611729.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -611734.500000 Penalty: 2976.826904
	Iteration 75Q: 3 clusters Score -611734.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -611735.687500 Penalty: 2976.826904
	Iteration 76Q: 3 clusters Score -611735.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -611738.000000 Penalty: 2976.826904
	Iteration 77Q: 3 clusters Score -611738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -611738.875000 Penalty: 2976.826904
	Iteration 78Q: 3 clusters Score -611738.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -611741.750000 Penalty: 2976.826904
	Iteration 79Q: 3 clusters Score -611741.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -611742.500000 Penalty: 2976.826904
	Iteration 80F: 3 clusters Score -611742.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -611743.625000 Penalty: 2976.826904
	Iteration 81Q: 3 clusters Score -611743.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -611742.875000 Penalty: 2976.826904
	Iteration 82Q: 3 clusters Score -611742.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -611742.812500 Penalty: 2976.826904
	Iteration 83Q: 3 clusters Score -611742.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -611743.437500 Penalty: 2976.826904
	Iteration 84Q: 3 clusters Score -611743.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -611743.562500 Penalty: 2976.826904
	Iteration 85Q: 3 clusters Score -611743.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -611744.250000 Penalty: 2976.826904
	Iteration 86Q: 3 clusters Score -611744.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -611746.312500 Penalty: 2976.826904
	Iteration 87Q: 3 clusters Score -611746.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -611746.562500 Penalty: 2976.826904
	Iteration 88Q: 3 clusters Score -611746.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -611747.937500 Penalty: 2976.826904
	Iteration 89Q: 3 clusters Score -611747.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -611749.562500 Penalty: 2976.826904
	Iteration 90Q: 3 clusters Score -611749.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -611752.312500 Penalty: 2976.826904
	Iteration 91Q: 3 clusters Score -611752.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -611754.312500 Penalty: 2976.826904
	Iteration 92Q: 3 clusters Score -611754.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -611757.500000 Penalty: 2976.826904
	Iteration 93Q: 3 clusters Score -611757.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -611761.187500 Penalty: 2976.826904
	Iteration 94Q: 3 clusters Score -611761.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -611763.625000 Penalty: 2976.826904
	Iteration 95Q: 3 clusters Score -611763.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -611764.750000 Penalty: 2976.826904
	Iteration 96Q: 3 clusters Score -611764.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -611767.625000 Penalty: 2976.826904
	Iteration 97Q: 3 clusters Score -611767.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -611770.625000 Penalty: 2976.826904
	Iteration 98Q: 3 clusters Score -611770.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -611773.312500 Penalty: 2976.826904
	Iteration 99Q: 3 clusters Score -611773.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -611776.500000 Penalty: 2976.826904
	Iteration 100F: 3 clusters Score -611776.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -611780.187500 Penalty: 2976.826904
	Iteration 101Q: 3 clusters Score -611780.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -611783.687500 Penalty: 2976.826904
	Iteration 102Q: 3 clusters Score -611783.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -611788.687500 Penalty: 2976.826904
	Iteration 103Q: 3 clusters Score -611788.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -611791.500000 Penalty: 2976.826904
	Iteration 104Q: 3 clusters Score -611791.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -611793.875000 Penalty: 2976.826904
	Iteration 105Q: 3 clusters Score -611793.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -611796.687500 Penalty: 2976.826904
	Iteration 106Q: 3 clusters Score -611796.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -611798.000000 Penalty: 2976.826904
	Iteration 107Q: 3 clusters Score -611798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -611803.000000 Penalty: 2976.826904
	Iteration 108Q: 3 clusters Score -611803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -611804.500000 Penalty: 2976.826904
	Iteration 109Q: 3 clusters Score -611804.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -611808.125000 Penalty: 2976.826904
	Iteration 110Q: 3 clusters Score -611808.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -611809.812500 Penalty: 2976.826904
	Iteration 111Q: 3 clusters Score -611809.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -611811.187500 Penalty: 2976.826904
	Iteration 112Q: 3 clusters Score -611811.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -611815.375000 Penalty: 2976.826904
	Iteration 113Q: 3 clusters Score -611815.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -611817.250000 Penalty: 2976.826904
	Iteration 114Q: 3 clusters Score -611817.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -611819.437500 Penalty: 2976.826904
	Iteration 115Q: 3 clusters Score -611819.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -611823.250000 Penalty: 2976.826904
	Iteration 116Q: 3 clusters Score -611823.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -611826.375000 Penalty: 2976.826904
	Iteration 117Q: 3 clusters Score -611826.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -611829.000000 Penalty: 2976.826904
	Iteration 118Q: 3 clusters Score -611829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -611832.187500 Penalty: 2976.826904
	Iteration 119Q: 3 clusters Score -611832.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -611836.000000 Penalty: 2976.826904
	Iteration 120F: 3 clusters Score -611836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -611839.687500 Penalty: 2976.826904
	Iteration 121Q: 3 clusters Score -611839.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -611844.562500 Penalty: 2976.826904
	Iteration 122Q: 3 clusters Score -611844.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -611847.187500 Penalty: 2976.826904
	Iteration 123Q: 3 clusters Score -611847.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -611849.250000 Penalty: 2976.826904
	Iteration 124Q: 3 clusters Score -611849.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -611855.000000 Penalty: 2976.826904
	Iteration 125Q: 3 clusters Score -611855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -611859.000000 Penalty: 2976.826904
	Iteration 126Q: 3 clusters Score -611859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -611861.375000 Penalty: 2976.826904
	Iteration 127Q: 3 clusters Score -611861.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -611868.125000 Penalty: 2976.826904
	Iteration 128Q: 3 clusters Score -611868.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -611873.062500 Penalty: 2976.826904
	Iteration 129Q: 3 clusters Score -611873.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -611879.187500 Penalty: 2976.826904
	Iteration 130Q: 3 clusters Score -611879.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -611883.750000 Penalty: 2976.826904
	Iteration 131Q: 3 clusters Score -611883.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -611889.250000 Penalty: 2976.826904
	Iteration 132Q: 3 clusters Score -611889.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -611893.812500 Penalty: 2976.826904
	Iteration 133Q: 3 clusters Score -611893.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -611899.000000 Penalty: 2976.826904
	Iteration 134Q: 3 clusters Score -611899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -611904.625000 Penalty: 2976.826904
	Iteration 135Q: 3 clusters Score -611904.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -611911.062500 Penalty: 2976.826904
	Iteration 136Q: 3 clusters Score -611911.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -611916.625000 Penalty: 2976.826904
	Iteration 137Q: 3 clusters Score -611916.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -611920.500000 Penalty: 2976.826904
	Iteration 138Q: 3 clusters Score -611920.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -611921.812500 Penalty: 2976.826904
	Iteration 139Q: 3 clusters Score -611921.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -611930.437500 Penalty: 2976.826904
	Iteration 140F: 3 clusters Score -611930.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -611935.187500 Penalty: 2976.826904
	Iteration 141Q: 3 clusters Score -611935.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -611938.687500 Penalty: 2976.826904
	Iteration 142Q: 3 clusters Score -611938.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -611942.000000 Penalty: 2976.826904
	Iteration 143Q: 3 clusters Score -611942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -611945.000000 Penalty: 2976.826904
	Iteration 144Q: 3 clusters Score -611945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -611948.375000 Penalty: 2976.826904
	Iteration 145Q: 3 clusters Score -611948.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -611948.625000 Penalty: 2976.826904
	Iteration 146Q: 3 clusters Score -611948.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -611949.437500 Penalty: 2976.826904
	Iteration 147Q: 3 clusters Score -611949.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -611952.312500 Penalty: 2976.826904
	Iteration 148Q: 3 clusters Score -611952.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -611953.000000 Penalty: 2976.826904
	Iteration 149Q: 3 clusters Score -611953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -611953.500000 Penalty: 2976.826904
	Iteration 150Q: 3 clusters Score -611953.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -611958.625000 Penalty: 2976.826904
	Iteration 151Q: 3 clusters Score -611958.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -611963.625000 Penalty: 2976.826904
	Iteration 152Q: 3 clusters Score -611963.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -611972.375000 Penalty: 2976.826904
	Iteration 153Q: 3 clusters Score -611972.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -611975.187500 Penalty: 2976.826904
	Iteration 154Q: 3 clusters Score -611975.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -611978.375000 Penalty: 2976.826904
	Iteration 155Q: 3 clusters Score -611978.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -611982.500000 Penalty: 2976.826904
	Iteration 156Q: 3 clusters Score -611982.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -611984.437500 Penalty: 2976.826904
	Iteration 157Q: 3 clusters Score -611984.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -611985.812500 Penalty: 2976.826904
	Iteration 158Q: 3 clusters Score -611985.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -611987.875000 Penalty: 2976.826904
	Iteration 159Q: 3 clusters Score -611987.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -611989.937500 Penalty: 2976.826904
	Iteration 160F: 3 clusters Score -611989.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -611990.812500 Penalty: 2976.826904
	Iteration 161Q: 3 clusters Score -611990.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -611990.812500 Penalty: 2976.826904
	Iteration 162F: 3 clusters Score -611990.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Entering Unmasked Estep 
Score: -261108.578125 Penalty: 1354.507568
	Iteration 0F: 2 clusters Score -261108.6 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 2125 members 
Entering Unmasked Estep 
Score: -257674.531250 Penalty: 2709.015137
	Iteration 0F: 3 clusters Score -257674.5 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -258617.250000 Penalty: 2709.015137
	Iteration 1F: 3 clusters Score -258617.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -258780.390625 Penalty: 2709.015137
	Iteration 2F: 3 clusters Score -258780.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -258895.734375 Penalty: 2709.015137
	Iteration 3F: 3 clusters Score -258895.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -258990.328125 Penalty: 2709.015137
	Iteration 4Q: 3 clusters Score -258990.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -259087.125000 Penalty: 2709.015137
	Iteration 5Q: 3 clusters Score -259087.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -259187.562500 Penalty: 2709.015137
	Iteration 6Q: 3 clusters Score -259187.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -259299.828125 Penalty: 2709.015137
	Iteration 7Q: 3 clusters Score -259299.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -259420.609375 Penalty: 2709.015137
	Iteration 8Q: 3 clusters Score -259420.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -259552.031250 Penalty: 2709.015137
	Iteration 9Q: 3 clusters Score -259552 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -259656.093750 Penalty: 2709.015137
	Iteration 10Q: 3 clusters Score -259656.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -259738.156250 Penalty: 2709.015137
	Iteration 11Q: 3 clusters Score -259738.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -259806.546875 Penalty: 2709.015137
	Iteration 12Q: 3 clusters Score -259806.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -259874.562500 Penalty: 2709.015137
	Iteration 13Q: 3 clusters Score -259874.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -259920.187500 Penalty: 2709.015137
	Iteration 14Q: 3 clusters Score -259920.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -259947.609375 Penalty: 2709.015137
	Iteration 15Q: 3 clusters Score -259947.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -259960.312500 Penalty: 2709.015137
	Iteration 16Q: 3 clusters Score -259960.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -259975.140625 Penalty: 2709.015137
	Iteration 17Q: 3 clusters Score -259975.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -259985.484375 Penalty: 2709.015137
	Iteration 18Q: 3 clusters Score -259985.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -259993.437500 Penalty: 2709.015137
	Iteration 19Q: 3 clusters Score -259993.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -259996.937500 Penalty: 2709.015137
	Iteration 20F: 3 clusters Score -259996.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -259998.578125 Penalty: 2709.015137
	Iteration 21Q: 3 clusters Score -259998.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -260002.171875 Penalty: 2709.015137
	Iteration 22Q: 3 clusters Score -260002.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -260004.312500 Penalty: 2709.015137
	Iteration 23Q: 3 clusters Score -260004.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -260005.593750 Penalty: 2709.015137
	Iteration 24Q: 3 clusters Score -260005.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -260005.953125 Penalty: 2709.015137
	Iteration 25Q: 3 clusters Score -260006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -260005.953125 Penalty: 2709.015137
	Iteration 26F: 3 clusters Score -260006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Entering Unmasked Estep 
Score: -134327.515625 Penalty: 1273.794800
	Iteration 0F: 2 clusters Score -134327.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -131908.781250 Penalty: 2547.589600
	Iteration 0F: 3 clusters Score -131908.8 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -132712.984375 Penalty: 2547.589600
	Iteration 1F: 3 clusters Score -132713 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -133273.906250 Penalty: 2547.589600
	Iteration 2F: 3 clusters Score -133273.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -133846.281250 Penalty: 2547.589600
	Iteration 3F: 3 clusters Score -133846.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -134374.640625 Penalty: 2547.589600
	Iteration 4F: 3 clusters Score -134374.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -134695.218750 Penalty: 2547.589600
	Iteration 5F: 3 clusters Score -134695.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -134817.562500 Penalty: 2547.589600
	Iteration 6Q: 3 clusters Score -134817.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -134901.343750 Penalty: 2547.589600
	Iteration 7Q: 3 clusters Score -134901.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -134945.890625 Penalty: 2547.589600
	Iteration 8Q: 3 clusters Score -134945.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -134988.765625 Penalty: 2547.589600
	Iteration 9Q: 3 clusters Score -134988.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -135013.000000 Penalty: 2547.589600
	Iteration 10Q: 3 clusters Score -135013 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -135025.125000 Penalty: 2547.589600
	Iteration 11Q: 3 clusters Score -135025.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -135031.000000 Penalty: 2547.589600
	Iteration 12Q: 3 clusters Score -135031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -135036.546875 Penalty: 2547.589600
	Iteration 13Q: 3 clusters Score -135036.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -135041.531250 Penalty: 2547.589600
	Iteration 14Q: 3 clusters Score -135041.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -135044.000000 Penalty: 2547.589600
	Iteration 15Q: 3 clusters Score -135044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -135045.000000 Penalty: 2547.589600
	Iteration 16Q: 3 clusters Score -135045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -135045.562500 Penalty: 2547.589600
	Iteration 17Q: 3 clusters Score -135045.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -135045.562500 Penalty: 2547.589600
	Iteration 18F: 3 clusters Score -135045.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 23881 members 
Mstep: Class 3 contains 9504 members 
Mstep: Class 4 contains 4169 members 
Mstep: Class 5 contains 1312 members 
Mstep: Class 6 contains 1225 members 
Mstep: Class 8 contains 77949 members 
Mstep: Class 9 contains 3744 members 
Mstep: Class 10 contains 6028 members 
Mstep: Class 14 contains 14881 members 
Mstep: Class 16 contains 3119 members 
Mstep: Class 19 contains 11246 members 
Mstep: Class 20 contains 501384 members 
Mstep: Class 21 contains 4511 members 
Mstep: Class 22 contains 11938 members 
Entering Unmasked Estep 
Score: -42185164.000000 Penalty: 32736.513672
Splitting cluster 6 changes total score from -42184932.000000 to -42185164.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 8 (77949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77949 members 
Entering Unmasked Estep 
Score: -4885849.000000 Penalty: 1830.369141
	Iteration 0F: 2 clusters Score -4885849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39283 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -4833681.000000 Penalty: 3660.738281
	Iteration 0F: 3 clusters Score -4833681 nChanged 37197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -4855282.500000 Penalty: 3660.738281
	Iteration 1F: 3 clusters Score -4855282 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46172 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -4856535.500000 Penalty: 3660.738281
	Iteration 2Q: 3 clusters Score -4856536 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50123 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -4858676.500000 Penalty: 3660.738281
	Iteration 3F: 3 clusters Score -4858676 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55701 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -4862646.000000 Penalty: 3660.738281
	Iteration 4F: 3 clusters Score -4862646 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62808 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -4869088.500000 Penalty: 3660.738281
	Iteration 5F: 3 clusters Score -4869088 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69998 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -4876709.000000 Penalty: 3660.738281
	Iteration 6F: 3 clusters Score -4876709 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74723 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -4881706.000000 Penalty: 3660.738281
	Iteration 7F: 3 clusters Score -4881706 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76632 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4883508.500000 Penalty: 3660.738281
	Iteration 8Q: 3 clusters Score -4883508 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77181 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -4883979.500000 Penalty: 3660.738281
	Iteration 9Q: 3 clusters Score -4883980 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77358 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4884146.500000 Penalty: 3660.738281
	Iteration 10Q: 3 clusters Score -4884146 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77431 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4884259.000000 Penalty: 3660.738281
	Iteration 11Q: 3 clusters Score -4884259 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77458 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4884293.500000 Penalty: 3660.738281
	Iteration 12Q: 3 clusters Score -4884294 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77479 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4884319.500000 Penalty: 3660.738281
	Iteration 13Q: 3 clusters Score -4884320 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77498 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4884366.500000 Penalty: 3660.738281
	Iteration 14Q: 3 clusters Score -4884366 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77508 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4884402.500000 Penalty: 3660.738281
	Iteration 15Q: 3 clusters Score -4884402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77514 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4884421.500000 Penalty: 3660.738281
	Iteration 16Q: 3 clusters Score -4884422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77525 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4884444.000000 Penalty: 3660.738281
	Iteration 17Q: 3 clusters Score -4884444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77532 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4884456.000000 Penalty: 3660.738281
	Iteration 18Q: 3 clusters Score -4884456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77534 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4884468.500000 Penalty: 3660.738281
	Iteration 19Q: 3 clusters Score -4884468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77539 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4884476.000000 Penalty: 3660.738281
	Iteration 20F: 3 clusters Score -4884476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77542 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4884483.500000 Penalty: 3660.738281
	Iteration 21Q: 3 clusters Score -4884484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77543 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4884495.000000 Penalty: 3660.738281
	Iteration 22Q: 3 clusters Score -4884495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77545 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4884502.000000 Penalty: 3660.738281
	Iteration 23Q: 3 clusters Score -4884502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77548 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4884501.000000 Penalty: 3660.738281
	Iteration 24Q: 3 clusters Score -4884501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77546 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4884507.000000 Penalty: 3660.738281
	Iteration 25Q: 3 clusters Score -4884507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77547 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4884511.000000 Penalty: 3660.738281
	Iteration 26Q: 3 clusters Score -4884511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77548 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4884518.000000 Penalty: 3660.738281
	Iteration 27Q: 3 clusters Score -4884518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77550 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4884522.500000 Penalty: 3660.738281
	Iteration 28Q: 3 clusters Score -4884522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77552 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4884520.500000 Penalty: 3660.738281
	Iteration 29Q: 3 clusters Score -4884520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77551 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4884521.500000 Penalty: 3660.738281
	Iteration 30Q: 3 clusters Score -4884522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77551 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4884521.500000 Penalty: 3660.738281
	Iteration 31F: 3 clusters Score -4884522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Entering Unmasked Estep 
Score: -241390.734375 Penalty: 1337.035400
	Iteration 0F: 2 clusters Score -241390.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -238261.000000 Penalty: 2674.070801
	Iteration 0F: 3 clusters Score -238261 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -239034.218750 Penalty: 2674.070801
	Iteration 1F: 3 clusters Score -239034.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -239140.718750 Penalty: 2674.070801
	Iteration 2F: 3 clusters Score -239140.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -239202.171875 Penalty: 2674.070801
	Iteration 3Q: 3 clusters Score -239202.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -239241.093750 Penalty: 2674.070801
	Iteration 4Q: 3 clusters Score -239241.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -239272.765625 Penalty: 2674.070801
	Iteration 5Q: 3 clusters Score -239272.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -239298.234375 Penalty: 2674.070801
	Iteration 6Q: 3 clusters Score -239298.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -239318.218750 Penalty: 2674.070801
	Iteration 7Q: 3 clusters Score -239318.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -239335.656250 Penalty: 2674.070801
	Iteration 8Q: 3 clusters Score -239335.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -239349.828125 Penalty: 2674.070801
	Iteration 9Q: 3 clusters Score -239349.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -239365.765625 Penalty: 2674.070801
	Iteration 10Q: 3 clusters Score -239365.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -239379.656250 Penalty: 2674.070801
	Iteration 11Q: 3 clusters Score -239379.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -239388.968750 Penalty: 2674.070801
	Iteration 12Q: 3 clusters Score -239389 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -239397.093750 Penalty: 2674.070801
	Iteration 13Q: 3 clusters Score -239397.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -239400.937500 Penalty: 2674.070801
	Iteration 14Q: 3 clusters Score -239400.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -239408.359375 Penalty: 2674.070801
	Iteration 15Q: 3 clusters Score -239408.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -239420.500000 Penalty: 2674.070801
	Iteration 16Q: 3 clusters Score -239420.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -239429.453125 Penalty: 2674.070801
	Iteration 17Q: 3 clusters Score -239429.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -239441.656250 Penalty: 2674.070801
	Iteration 18Q: 3 clusters Score -239441.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -239450.515625 Penalty: 2674.070801
	Iteration 19Q: 3 clusters Score -239450.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -239457.859375 Penalty: 2674.070801
	Iteration 20F: 3 clusters Score -239457.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -239466.234375 Penalty: 2674.070801
	Iteration 21Q: 3 clusters Score -239466.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -239474.531250 Penalty: 2674.070801
	Iteration 22Q: 3 clusters Score -239474.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -239486.015625 Penalty: 2674.070801
	Iteration 23Q: 3 clusters Score -239486 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -239496.359375 Penalty: 2674.070801
	Iteration 24Q: 3 clusters Score -239496.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -239507.000000 Penalty: 2674.070801
	Iteration 25Q: 3 clusters Score -239507 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -239517.015625 Penalty: 2674.070801
	Iteration 26Q: 3 clusters Score -239517 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -239530.953125 Penalty: 2674.070801
	Iteration 27Q: 3 clusters Score -239531 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -239542.500000 Penalty: 2674.070801
	Iteration 28Q: 3 clusters Score -239542.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -239552.000000 Penalty: 2674.070801
	Iteration 29Q: 3 clusters Score -239552 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -239565.250000 Penalty: 2674.070801
	Iteration 30Q: 3 clusters Score -239565.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -239582.906250 Penalty: 2674.070801
	Iteration 31Q: 3 clusters Score -239582.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -239597.984375 Penalty: 2674.070801
	Iteration 32Q: 3 clusters Score -239598 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -239612.218750 Penalty: 2674.070801
	Iteration 33Q: 3 clusters Score -239612.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -239632.828125 Penalty: 2674.070801
	Iteration 34Q: 3 clusters Score -239632.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -239659.578125 Penalty: 2674.070801
	Iteration 35Q: 3 clusters Score -239659.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -239686.578125 Penalty: 2674.070801
	Iteration 36Q: 3 clusters Score -239686.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -239699.953125 Penalty: 2674.070801
	Iteration 37Q: 3 clusters Score -239700 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -239711.531250 Penalty: 2674.070801
	Iteration 38Q: 3 clusters Score -239711.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -239724.906250 Penalty: 2674.070801
	Iteration 39Q: 3 clusters Score -239724.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -239742.343750 Penalty: 2674.070801
	Iteration 40F: 3 clusters Score -239742.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -239758.953125 Penalty: 2674.070801
	Iteration 41Q: 3 clusters Score -239759 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -239782.906250 Penalty: 2674.070801
	Iteration 42Q: 3 clusters Score -239782.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -239818.312500 Penalty: 2674.070801
	Iteration 43Q: 3 clusters Score -239818.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -239843.468750 Penalty: 2674.070801
	Iteration 44Q: 3 clusters Score -239843.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -239868.875000 Penalty: 2674.070801
	Iteration 45Q: 3 clusters Score -239868.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -239892.515625 Penalty: 2674.070801
	Iteration 46Q: 3 clusters Score -239892.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -239937.796875 Penalty: 2674.070801
	Iteration 47Q: 3 clusters Score -239937.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -239976.234375 Penalty: 2674.070801
	Iteration 48Q: 3 clusters Score -239976.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -240002.671875 Penalty: 2674.070801
	Iteration 49Q: 3 clusters Score -240002.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -240027.406250 Penalty: 2674.070801
	Iteration 50Q: 3 clusters Score -240027.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -240053.656250 Penalty: 2674.070801
	Iteration 51Q: 3 clusters Score -240053.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -240083.656250 Penalty: 2674.070801
	Iteration 52Q: 3 clusters Score -240083.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -240107.687500 Penalty: 2674.070801
	Iteration 53Q: 3 clusters Score -240107.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -240126.937500 Penalty: 2674.070801
	Iteration 54Q: 3 clusters Score -240126.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -240140.843750 Penalty: 2674.070801
	Iteration 55Q: 3 clusters Score -240140.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -240158.859375 Penalty: 2674.070801
	Iteration 56Q: 3 clusters Score -240158.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -240169.812500 Penalty: 2674.070801
	Iteration 57Q: 3 clusters Score -240169.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -240176.437500 Penalty: 2674.070801
	Iteration 58Q: 3 clusters Score -240176.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -240186.390625 Penalty: 2674.070801
	Iteration 59Q: 3 clusters Score -240186.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -240196.562500 Penalty: 2674.070801
	Iteration 60F: 3 clusters Score -240196.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -240202.375000 Penalty: 2674.070801
	Iteration 61Q: 3 clusters Score -240202.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -240204.968750 Penalty: 2674.070801
	Iteration 62Q: 3 clusters Score -240205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -240206.921875 Penalty: 2674.070801
	Iteration 63Q: 3 clusters Score -240206.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -240208.390625 Penalty: 2674.070801
	Iteration 64Q: 3 clusters Score -240208.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -240213.031250 Penalty: 2674.070801
	Iteration 65Q: 3 clusters Score -240213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -240217.156250 Penalty: 2674.070801
	Iteration 66Q: 3 clusters Score -240217.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -240219.437500 Penalty: 2674.070801
	Iteration 67Q: 3 clusters Score -240219.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -240224.750000 Penalty: 2674.070801
	Iteration 68Q: 3 clusters Score -240224.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -240227.453125 Penalty: 2674.070801
	Iteration 69Q: 3 clusters Score -240227.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -240231.812500 Penalty: 2674.070801
	Iteration 70Q: 3 clusters Score -240231.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -240233.546875 Penalty: 2674.070801
	Iteration 71Q: 3 clusters Score -240233.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -240235.468750 Penalty: 2674.070801
	Iteration 72Q: 3 clusters Score -240235.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -240237.421875 Penalty: 2674.070801
	Iteration 73Q: 3 clusters Score -240237.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -240238.750000 Penalty: 2674.070801
	Iteration 74Q: 3 clusters Score -240238.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -240240.750000 Penalty: 2674.070801
	Iteration 75Q: 3 clusters Score -240240.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -240240.750000 Penalty: 2674.070801
	Iteration 76F: 3 clusters Score -240240.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -368592.000000 Penalty: 1414.427612
	Iteration 0F: 2 clusters Score -368592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -363940.343750 Penalty: 2828.855225
	Iteration 0F: 3 clusters Score -363940.3 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -365309.375000 Penalty: 2828.855225
	Iteration 1F: 3 clusters Score -365309.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -365568.843750 Penalty: 2828.855225
	Iteration 2F: 3 clusters Score -365568.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -365827.000000 Penalty: 2828.855225
	Iteration 3F: 3 clusters Score -365827 nChanged 324
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: -366025.562500 Penalty: 2828.855225
	Iteration 4F: 3 clusters Score -366025.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -366194.593750 Penalty: 2828.855225
	Iteration 5Q: 3 clusters Score -366194.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -366345.187500 Penalty: 2828.855225
	Iteration 6Q: 3 clusters Score -366345.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -366498.218750 Penalty: 2828.855225
	Iteration 7Q: 3 clusters Score -366498.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -366667.500000 Penalty: 2828.855225
	Iteration 8Q: 3 clusters Score -366667.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -366806.593750 Penalty: 2828.855225
	Iteration 9Q: 3 clusters Score -366806.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -366946.187500 Penalty: 2828.855225
	Iteration 10Q: 3 clusters Score -366946.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -367107.750000 Penalty: 2828.855225
	Iteration 11Q: 3 clusters Score -367107.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -367278.250000 Penalty: 2828.855225
	Iteration 12Q: 3 clusters Score -367278.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -367423.281250 Penalty: 2828.855225
	Iteration 13Q: 3 clusters Score -367423.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -367550.218750 Penalty: 2828.855225
	Iteration 14Q: 3 clusters Score -367550.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -367633.812500 Penalty: 2828.855225
	Iteration 15Q: 3 clusters Score -367633.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -367690.625000 Penalty: 2828.855225
	Iteration 16Q: 3 clusters Score -367690.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -367725.187500 Penalty: 2828.855225
	Iteration 17Q: 3 clusters Score -367725.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -367766.156250 Penalty: 2828.855225
	Iteration 18Q: 3 clusters Score -367766.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -367786.250000 Penalty: 2828.855225
	Iteration 19Q: 3 clusters Score -367786.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -367798.843750 Penalty: 2828.855225
	Iteration 20F: 3 clusters Score -367798.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -367807.281250 Penalty: 2828.855225
	Iteration 21Q: 3 clusters Score -367807.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -367814.343750 Penalty: 2828.855225
	Iteration 22Q: 3 clusters Score -367814.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -367823.343750 Penalty: 2828.855225
	Iteration 23Q: 3 clusters Score -367823.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -367830.125000 Penalty: 2828.855225
	Iteration 24Q: 3 clusters Score -367830.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -367839.531250 Penalty: 2828.855225
	Iteration 25Q: 3 clusters Score -367839.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -367847.906250 Penalty: 2828.855225
	Iteration 26Q: 3 clusters Score -367847.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -367853.875000 Penalty: 2828.855225
	Iteration 27Q: 3 clusters Score -367853.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -367856.937500 Penalty: 2828.855225
	Iteration 28Q: 3 clusters Score -367856.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -367857.750000 Penalty: 2828.855225
	Iteration 29Q: 3 clusters Score -367857.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -367858.250000 Penalty: 2828.855225
	Iteration 30Q: 3 clusters Score -367858.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -367858.250000 Penalty: 2828.855225
	Iteration 31F: 3 clusters Score -367858.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Entering Unmasked Estep 
Score: -995836.000000 Penalty: 1561.274048
	Iteration 0F: 2 clusters Score -995836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -985420.125000 Penalty: 3122.548096
	Iteration 0F: 3 clusters Score -985420.1 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -989036.125000 Penalty: 3122.548096
	Iteration 1F: 3 clusters Score -989036.1 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -989324.812500 Penalty: 3122.548096
	Iteration 2F: 3 clusters Score -989324.8 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -989579.625000 Penalty: 3122.548096
	Iteration 3Q: 3 clusters Score -989579.6 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -989862.187500 Penalty: 3122.548096
	Iteration 4Q: 3 clusters Score -989862.2 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -990181.937500 Penalty: 3122.548096
	Iteration 5Q: 3 clusters Score -990181.9 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -990572.500000 Penalty: 3122.548096
	Iteration 6Q: 3 clusters Score -990572.5 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -991053.187500 Penalty: 3122.548096
	Iteration 7Q: 3 clusters Score -991053.2 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -991569.937500 Penalty: 3122.548096
	Iteration 8Q: 3 clusters Score -991569.9 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -992017.187500 Penalty: 3122.548096
	Iteration 9Q: 3 clusters Score -992017.2 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -992364.125000 Penalty: 3122.548096
	Iteration 10Q: 3 clusters Score -992364.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -992622.500000 Penalty: 3122.548096
	Iteration 11Q: 3 clusters Score -992622.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -992823.187500 Penalty: 3122.548096
	Iteration 12Q: 3 clusters Score -992823.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -993055.437500 Penalty: 3122.548096
	Iteration 13Q: 3 clusters Score -993055.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -993295.687500 Penalty: 3122.548096
	Iteration 14Q: 3 clusters Score -993295.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -993601.437500 Penalty: 3122.548096
	Iteration 15Q: 3 clusters Score -993601.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -993944.625000 Penalty: 3122.548096
	Iteration 16Q: 3 clusters Score -993944.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -994216.062500 Penalty: 3122.548096
	Iteration 17Q: 3 clusters Score -994216.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -994406.812500 Penalty: 3122.548096
	Iteration 18Q: 3 clusters Score -994406.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -994526.500000 Penalty: 3122.548096
	Iteration 19Q: 3 clusters Score -994526.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -994595.500000 Penalty: 3122.548096
	Iteration 20F: 3 clusters Score -994595.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -994647.562500 Penalty: 3122.548096
	Iteration 21Q: 3 clusters Score -994647.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -994689.875000 Penalty: 3122.548096
	Iteration 22Q: 3 clusters Score -994689.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -994721.687500 Penalty: 3122.548096
	Iteration 23Q: 3 clusters Score -994721.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -994738.125000 Penalty: 3122.548096
	Iteration 24Q: 3 clusters Score -994738.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -994763.562500 Penalty: 3122.548096
	Iteration 25Q: 3 clusters Score -994763.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -994794.875000 Penalty: 3122.548096
	Iteration 26Q: 3 clusters Score -994794.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -994823.187500 Penalty: 3122.548096
	Iteration 27Q: 3 clusters Score -994823.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -994847.437500 Penalty: 3122.548096
	Iteration 28Q: 3 clusters Score -994847.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -994873.812500 Penalty: 3122.548096
	Iteration 29Q: 3 clusters Score -994873.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -994891.625000 Penalty: 3122.548096
	Iteration 30Q: 3 clusters Score -994891.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -994903.125000 Penalty: 3122.548096
	Iteration 31Q: 3 clusters Score -994903.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -994913.625000 Penalty: 3122.548096
	Iteration 32Q: 3 clusters Score -994913.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -994924.687500 Penalty: 3122.548096
	Iteration 33Q: 3 clusters Score -994924.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -994939.562500 Penalty: 3122.548096
	Iteration 34Q: 3 clusters Score -994939.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -994952.625000 Penalty: 3122.548096
	Iteration 35Q: 3 clusters Score -994952.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -994967.062500 Penalty: 3122.548096
	Iteration 36Q: 3 clusters Score -994967.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -994987.125000 Penalty: 3122.548096
	Iteration 37Q: 3 clusters Score -994987.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -994998.687500 Penalty: 3122.548096
	Iteration 38Q: 3 clusters Score -994998.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -995022.562500 Penalty: 3122.548096
	Iteration 39Q: 3 clusters Score -995022.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -995053.187500 Penalty: 3122.548096
	Iteration 40F: 3 clusters Score -995053.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -995089.250000 Penalty: 3122.548096
	Iteration 41Q: 3 clusters Score -995089.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -995133.875000 Penalty: 3122.548096
	Iteration 42Q: 3 clusters Score -995133.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -995175.750000 Penalty: 3122.548096
	Iteration 43Q: 3 clusters Score -995175.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -995230.375000 Penalty: 3122.548096
	Iteration 44Q: 3 clusters Score -995230.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -995304.250000 Penalty: 3122.548096
	Iteration 45Q: 3 clusters Score -995304.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -995393.312500 Penalty: 3122.548096
	Iteration 46Q: 3 clusters Score -995393.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -995496.187500 Penalty: 3122.548096
	Iteration 47Q: 3 clusters Score -995496.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -995599.000000 Penalty: 3122.548096
	Iteration 48Q: 3 clusters Score -995599 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -995667.250000 Penalty: 3122.548096
	Iteration 49Q: 3 clusters Score -995667.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -995710.875000 Penalty: 3122.548096
	Iteration 50Q: 3 clusters Score -995710.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -995735.937500 Penalty: 3122.548096
	Iteration 51Q: 3 clusters Score -995735.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -995759.937500 Penalty: 3122.548096
	Iteration 52Q: 3 clusters Score -995759.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -995771.250000 Penalty: 3122.548096
	Iteration 53Q: 3 clusters Score -995771.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -995787.312500 Penalty: 3122.548096
	Iteration 54Q: 3 clusters Score -995787.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -995795.937500 Penalty: 3122.548096
	Iteration 55Q: 3 clusters Score -995795.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -995802.375000 Penalty: 3122.548096
	Iteration 56Q: 3 clusters Score -995802.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -995802.500000 Penalty: 3122.548096
	Iteration 57Q: 3 clusters Score -995802.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -995804.125000 Penalty: 3122.548096
	Iteration 58Q: 3 clusters Score -995804.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -995807.437500 Penalty: 3122.548096
	Iteration 59Q: 3 clusters Score -995807.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -995811.187500 Penalty: 3122.548096
	Iteration 60F: 3 clusters Score -995811.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -995814.062500 Penalty: 3122.548096
	Iteration 61Q: 3 clusters Score -995814.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -995812.625000 Penalty: 3122.548096
	Iteration 62Q: 3 clusters Score -995812.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -995811.375000 Penalty: 3122.548096
	Iteration 63Q: 3 clusters Score -995811.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -995813.062500 Penalty: 3122.548096
	Iteration 64Q: 3 clusters Score -995813.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -995812.750000 Penalty: 3122.548096
	Iteration 65Q: 3 clusters Score -995812.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -995816.000000 Penalty: 3122.548096
	Iteration 66Q: 3 clusters Score -995816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -995816.000000 Penalty: 3122.548096
	Iteration 67F: 3 clusters Score -995816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Entering Unmasked Estep 
Score: -202706.609375 Penalty: 1307.356079
	Iteration 0F: 2 clusters Score -202706.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -199901.046875 Penalty: 2614.712158
	Iteration 0F: 3 clusters Score -199901 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -200561.140625 Penalty: 2614.712158
	Iteration 1F: 3 clusters Score -200561.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -200661.343750 Penalty: 2614.712158
	Iteration 2F: 3 clusters Score -200661.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -200726.765625 Penalty: 2614.712158
	Iteration 3Q: 3 clusters Score -200726.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -200768.531250 Penalty: 2614.712158
	Iteration 4Q: 3 clusters Score -200768.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -200798.859375 Penalty: 2614.712158
	Iteration 5Q: 3 clusters Score -200798.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -200823.765625 Penalty: 2614.712158
	Iteration 6Q: 3 clusters Score -200823.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -200841.578125 Penalty: 2614.712158
	Iteration 7Q: 3 clusters Score -200841.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -200858.578125 Penalty: 2614.712158
	Iteration 8Q: 3 clusters Score -200858.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -200870.031250 Penalty: 2614.712158
	Iteration 9Q: 3 clusters Score -200870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -200877.437500 Penalty: 2614.712158
	Iteration 10Q: 3 clusters Score -200877.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -200887.546875 Penalty: 2614.712158
	Iteration 11Q: 3 clusters Score -200887.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -200898.796875 Penalty: 2614.712158
	Iteration 12Q: 3 clusters Score -200898.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -200910.031250 Penalty: 2614.712158
	Iteration 13Q: 3 clusters Score -200910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -200918.515625 Penalty: 2614.712158
	Iteration 14Q: 3 clusters Score -200918.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -200926.093750 Penalty: 2614.712158
	Iteration 15Q: 3 clusters Score -200926.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -200932.531250 Penalty: 2614.712158
	Iteration 16Q: 3 clusters Score -200932.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -200939.156250 Penalty: 2614.712158
	Iteration 17Q: 3 clusters Score -200939.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -200943.828125 Penalty: 2614.712158
	Iteration 18Q: 3 clusters Score -200943.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -200946.812500 Penalty: 2614.712158
	Iteration 19Q: 3 clusters Score -200946.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -200950.453125 Penalty: 2614.712158
	Iteration 20F: 3 clusters Score -200950.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -200953.796875 Penalty: 2614.712158
	Iteration 21Q: 3 clusters Score -200953.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -200957.546875 Penalty: 2614.712158
	Iteration 22Q: 3 clusters Score -200957.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -200961.515625 Penalty: 2614.712158
	Iteration 23Q: 3 clusters Score -200961.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -200965.375000 Penalty: 2614.712158
	Iteration 24Q: 3 clusters Score -200965.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -200968.968750 Penalty: 2614.712158
	Iteration 25Q: 3 clusters Score -200969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -200971.046875 Penalty: 2614.712158
	Iteration 26Q: 3 clusters Score -200971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -200971.687500 Penalty: 2614.712158
	Iteration 27Q: 3 clusters Score -200971.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -200972.187500 Penalty: 2614.712158
	Iteration 28Q: 3 clusters Score -200972.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -200973.468750 Penalty: 2614.712158
	Iteration 29Q: 3 clusters Score -200973.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -200974.671875 Penalty: 2614.712158
	Iteration 30Q: 3 clusters Score -200974.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -200974.984375 Penalty: 2614.712158
	Iteration 31Q: 3 clusters Score -200975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -200975.187500 Penalty: 2614.712158
	Iteration 32Q: 3 clusters Score -200975.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -200975.546875 Penalty: 2614.712158
	Iteration 33Q: 3 clusters Score -200975.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -200976.250000 Penalty: 2614.712158
	Iteration 34Q: 3 clusters Score -200976.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -200977.078125 Penalty: 2614.712158
	Iteration 35Q: 3 clusters Score -200977.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -200977.265625 Penalty: 2614.712158
	Iteration 36Q: 3 clusters Score -200977.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -200977.265625 Penalty: 2614.712158
	Iteration 37F: 3 clusters Score -200977.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Entering Unmasked Estep 
Score: -678522.687500 Penalty: 1515.762207
	Iteration 0F: 2 clusters Score -678522.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -670576.812500 Penalty: 3031.524414
	Iteration 0F: 3 clusters Score -670576.8 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -673307.750000 Penalty: 3031.524414
	Iteration 1F: 3 clusters Score -673307.8 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -673695.937500 Penalty: 3031.524414
	Iteration 2F: 3 clusters Score -673695.9 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -674083.250000 Penalty: 3031.524414
	Iteration 3F: 3 clusters Score -674083.2 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -674507.125000 Penalty: 3031.524414
	Iteration 4F: 3 clusters Score -674507.1 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -675008.312500 Penalty: 3031.524414
	Iteration 5F: 3 clusters Score -675008.3 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -675446.062500 Penalty: 3031.524414
	Iteration 6F: 3 clusters Score -675446.1 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -675815.062500 Penalty: 3031.524414
	Iteration 7F: 3 clusters Score -675815.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -676159.125000 Penalty: 3031.524414
	Iteration 8Q: 3 clusters Score -676159.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -676442.625000 Penalty: 3031.524414
	Iteration 9Q: 3 clusters Score -676442.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -676657.937500 Penalty: 3031.524414
	Iteration 10Q: 3 clusters Score -676657.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -676804.687500 Penalty: 3031.524414
	Iteration 11Q: 3 clusters Score -676804.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -676916.250000 Penalty: 3031.524414
	Iteration 12Q: 3 clusters Score -676916.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -677013.437500 Penalty: 3031.524414
	Iteration 13Q: 3 clusters Score -677013.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -677105.500000 Penalty: 3031.524414
	Iteration 14Q: 3 clusters Score -677105.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -677198.812500 Penalty: 3031.524414
	Iteration 15Q: 3 clusters Score -677198.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -677284.562500 Penalty: 3031.524414
	Iteration 16Q: 3 clusters Score -677284.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -677373.875000 Penalty: 3031.524414
	Iteration 17Q: 3 clusters Score -677373.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -677446.062500 Penalty: 3031.524414
	Iteration 18Q: 3 clusters Score -677446.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -677518.562500 Penalty: 3031.524414
	Iteration 19Q: 3 clusters Score -677518.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -677589.687500 Penalty: 3031.524414
	Iteration 20F: 3 clusters Score -677589.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -677665.625000 Penalty: 3031.524414
	Iteration 21Q: 3 clusters Score -677665.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -677738.687500 Penalty: 3031.524414
	Iteration 22Q: 3 clusters Score -677738.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -677808.062500 Penalty: 3031.524414
	Iteration 23Q: 3 clusters Score -677808.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -677875.625000 Penalty: 3031.524414
	Iteration 24Q: 3 clusters Score -677875.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -677941.062500 Penalty: 3031.524414
	Iteration 25Q: 3 clusters Score -677941.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -678012.187500 Penalty: 3031.524414
	Iteration 26Q: 3 clusters Score -678012.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -678077.937500 Penalty: 3031.524414
	Iteration 27Q: 3 clusters Score -678077.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -678151.875000 Penalty: 3031.524414
	Iteration 28Q: 3 clusters Score -678151.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -678233.562500 Penalty: 3031.524414
	Iteration 29Q: 3 clusters Score -678233.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -678327.875000 Penalty: 3031.524414
	Iteration 30Q: 3 clusters Score -678327.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -678507.500000 Penalty: 3031.524414
	Iteration 31Q: 3 clusters Score -678507.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -678858.312500 Penalty: 3031.524414
	Iteration 32Q: 3 clusters Score -678858.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -679294.437500 Penalty: 3031.524414
	Iteration 33Q: 3 clusters Score -679294.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -679426.687500 Penalty: 3031.524414
	Iteration 34Q: 3 clusters Score -679426.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -679461.500000 Penalty: 3031.524414
	Iteration 35Q: 3 clusters Score -679461.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -679465.937500 Penalty: 3031.524414
	Iteration 36Q: 3 clusters Score -679465.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -679470.125000 Penalty: 3031.524414
	Iteration 37Q: 3 clusters Score -679470.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -679471.875000 Penalty: 3031.524414
	Iteration 38Q: 3 clusters Score -679471.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -679472.875000 Penalty: 3031.524414
	Iteration 39Q: 3 clusters Score -679472.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -679472.562500 Penalty: 3031.524414
	Iteration 40F: 3 clusters Score -679472.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -679472.687500 Penalty: 3031.524414
	Iteration 41Q: 3 clusters Score -679472.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -679473.062500 Penalty: 3031.524414
	Iteration 42Q: 3 clusters Score -679473.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -679474.750000 Penalty: 3031.524414
	Iteration 43Q: 3 clusters Score -679474.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -679474.750000 Penalty: 3031.524414
	Iteration 44F: 3 clusters Score -679474.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 23881 members 
Mstep: Class 3 contains 9504 members 
Mstep: Class 4 contains 4169 members 
Mstep: Class 5 contains 1312 members 
Mstep: Class 6 contains 1225 members 
Mstep: Class 7 contains 10048 members 
Mstep: Class 8 contains 77949 members 
Mstep: Class 9 contains 3744 members 
Mstep: Class 10 contains 6028 members 
Mstep: Class 14 contains 14881 members 
Mstep: Class 16 contains 3119 members 
Mstep: Class 19 contains 1198 members 
Mstep: Class 20 contains 501384 members 
Mstep: Class 21 contains 4511 members 
Mstep: Class 22 contains 11938 members 
Entering Unmasked Estep 
Score: -42185232.000000 Penalty: 34918.949219
Splitting cluster 19 changes total score from -42184932.000000 to -42185232.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 20 (501384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501384 members 
Entering Unmasked Estep 
Score: -31685922.000000 Penalty: 2132.833252
	Iteration 0F: 2 clusters Score -3.168592e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250215 members 
Mstep: Class 2 contains 251169 members 
Entering Unmasked Estep 
Score: -31346982.000000 Penalty: 4265.666504
	Iteration 0F: 3 clusters Score -3.134698e+07 nChanged 246233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234144 members 
Mstep: Class 2 contains 267240 members 
Entering Unmasked Estep 
Score: -31497058.000000 Penalty: 4265.666504
	Iteration 1F: 3 clusters Score -3.149706e+07 nChanged 16659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222971 members 
Mstep: Class 2 contains 278413 members 
Entering Unmasked Estep 
Score: -31501832.000000 Penalty: 4265.666504
	Iteration 2Q: 3 clusters Score -3.150183e+07 nChanged 21328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205829 members 
Mstep: Class 2 contains 295555 members 
Entering Unmasked Estep 
Score: -31510830.000000 Penalty: 4265.666504
	Iteration 3Q: 3 clusters Score -3.151083e+07 nChanged 28487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180152 members 
Mstep: Class 2 contains 321232 members 
Entering Unmasked Estep 
Score: -31526920.000000 Penalty: 4265.666504
	Iteration 4F: 3 clusters Score -3.152692e+07 nChanged 36484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145316 members 
Mstep: Class 2 contains 356068 members 
Entering Unmasked Estep 
Score: -31553110.000000 Penalty: 4265.666504
	Iteration 5F: 3 clusters Score -3.155311e+07 nChanged 41912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104148 members 
Mstep: Class 2 contains 397236 members 
Entering Unmasked Estep 
Score: -31590102.000000 Penalty: 4265.666504
	Iteration 6F: 3 clusters Score -3.15901e+07 nChanged 40026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64344 members 
Mstep: Class 2 contains 437040 members 
Entering Unmasked Estep 
Score: -31627930.000000 Penalty: 4265.666504
	Iteration 7F: 3 clusters Score -3.162793e+07 nChanged 30631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 467617 members 
Entering Unmasked Estep 
Score: -31656762.000000 Penalty: 4265.666504
	Iteration 8F: 3 clusters Score -3.165676e+07 nChanged 18231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 485830 members 
Entering Unmasked Estep 
Score: -31673446.000000 Penalty: 4265.666504
	Iteration 9Q: 3 clusters Score -3.167345e+07 nChanged 8410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 494188 members 
Entering Unmasked Estep 
Score: -31680624.000000 Penalty: 4265.666504
	Iteration 10Q: 3 clusters Score -3.168062e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 497356 members 
Entering Unmasked Estep 
Score: -31683790.000000 Penalty: 4265.666504
	Iteration 11Q: 3 clusters Score -3.168379e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 498184 members 
Entering Unmasked Estep 
Score: -31685076.000000 Penalty: 4265.666504
	Iteration 12Q: 3 clusters Score -3.168508e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 498289 members 
Entering Unmasked Estep 
Score: -31685630.000000 Penalty: 4265.666504
	Iteration 13Q: 3 clusters Score -3.168563e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 498216 members 
Entering Unmasked Estep 
Score: -31685982.000000 Penalty: 4265.666504
	Iteration 14Q: 3 clusters Score -3.168598e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 498059 members 
Entering Unmasked Estep 
Score: -31686204.000000 Penalty: 4265.666504
	Iteration 15Q: 3 clusters Score -3.16862e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 497905 members 
Entering Unmasked Estep 
Score: -31686378.000000 Penalty: 4265.666504
	Iteration 16Q: 3 clusters Score -3.168638e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 497749 members 
Entering Unmasked Estep 
Score: -31686572.000000 Penalty: 4265.666504
	Iteration 17Q: 3 clusters Score -3.168657e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 497646 members 
Entering Unmasked Estep 
Score: -31686598.000000 Penalty: 4265.666504
	Iteration 18Q: 3 clusters Score -3.16866e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 497537 members 
Entering Unmasked Estep 
Score: -31686760.000000 Penalty: 4265.666504
	Iteration 19Q: 3 clusters Score -3.168676e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 497398 members 
Entering Unmasked Estep 
Score: -31686840.000000 Penalty: 4265.666504
	Iteration 20F: 3 clusters Score -3.168684e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 497283 members 
Entering Unmasked Estep 
Score: -31686864.000000 Penalty: 4265.666504
	Iteration 21Q: 3 clusters Score -3.168686e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 497157 members 
Entering Unmasked Estep 
Score: -31686958.000000 Penalty: 4265.666504
	Iteration 22Q: 3 clusters Score -3.168696e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 497043 members 
Entering Unmasked Estep 
Score: -31687018.000000 Penalty: 4265.666504
	Iteration 23Q: 3 clusters Score -3.168702e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 496948 members 
Entering Unmasked Estep 
Score: -31687088.000000 Penalty: 4265.666504
	Iteration 24Q: 3 clusters Score -3.168709e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 496861 members 
Entering Unmasked Estep 
Score: -31687102.000000 Penalty: 4265.666504
	Iteration 25Q: 3 clusters Score -3.16871e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 496787 members 
Entering Unmasked Estep 
Score: -31687104.000000 Penalty: 4265.666504
	Iteration 26Q: 3 clusters Score -3.16871e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 496708 members 
Entering Unmasked Estep 
Score: -31687128.000000 Penalty: 4265.666504
	Iteration 27Q: 3 clusters Score -3.168713e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 496656 members 
Entering Unmasked Estep 
Score: -31687152.000000 Penalty: 4265.666504
	Iteration 28Q: 3 clusters Score -3.168715e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 496632 members 
Entering Unmasked Estep 
Score: -31687172.000000 Penalty: 4265.666504
	Iteration 29Q: 3 clusters Score -3.168717e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 496613 members 
Entering Unmasked Estep 
Score: -31687222.000000 Penalty: 4265.666504
	Iteration 30Q: 3 clusters Score -3.168722e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 496575 members 
Entering Unmasked Estep 
Score: -31687166.000000 Penalty: 4265.666504
	Iteration 31Q: 3 clusters Score -3.168717e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 496537 members 
Entering Unmasked Estep 
Score: -31687168.000000 Penalty: 4265.666504
	Iteration 32Q: 3 clusters Score -3.168717e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 496514 members 
Entering Unmasked Estep 
Score: -31687202.000000 Penalty: 4265.666504
	Iteration 33Q: 3 clusters Score -3.16872e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 496488 members 
Entering Unmasked Estep 
Score: -31687198.000000 Penalty: 4265.666504
	Iteration 34Q: 3 clusters Score -3.16872e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 496458 members 
Entering Unmasked Estep 
Score: -31687194.000000 Penalty: 4265.666504
	Iteration 35Q: 3 clusters Score -3.168719e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 496432 members 
Entering Unmasked Estep 
Score: -31687198.000000 Penalty: 4265.666504
	Iteration 36Q: 3 clusters Score -3.16872e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 496404 members 
Entering Unmasked Estep 
Score: -31687180.000000 Penalty: 4265.666504
	Iteration 37Q: 3 clusters Score -3.168718e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 496383 members 
Entering Unmasked Estep 
Score: -31687186.000000 Penalty: 4265.666504
	Iteration 38Q: 3 clusters Score -3.168719e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 496354 members 
Entering Unmasked Estep 
Score: -31687184.000000 Penalty: 4265.666504
	Iteration 39Q: 3 clusters Score -3.168718e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 496322 members 
Entering Unmasked Estep 
Score: -31687146.000000 Penalty: 4265.666504
	Iteration 40F: 3 clusters Score -3.168715e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 496293 members 
Entering Unmasked Estep 
Score: -31687170.000000 Penalty: 4265.666504
	Iteration 41Q: 3 clusters Score -3.168717e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 496262 members 
Entering Unmasked Estep 
Score: -31687174.000000 Penalty: 4265.666504
	Iteration 42Q: 3 clusters Score -3.168717e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 496232 members 
Entering Unmasked Estep 
Score: -31687216.000000 Penalty: 4265.666504
	Iteration 43Q: 3 clusters Score -3.168722e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 496199 members 
Entering Unmasked Estep 
Score: -31687228.000000 Penalty: 4265.666504
	Iteration 44Q: 3 clusters Score -3.168723e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 496166 members 
Entering Unmasked Estep 
Score: -31687232.000000 Penalty: 4265.666504
	Iteration 45Q: 3 clusters Score -3.168723e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 496144 members 
Entering Unmasked Estep 
Score: -31687238.000000 Penalty: 4265.666504
	Iteration 46Q: 3 clusters Score -3.168724e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 496128 members 
Entering Unmasked Estep 
Score: -31687242.000000 Penalty: 4265.666504
	Iteration 47Q: 3 clusters Score -3.168724e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 496119 members 
Entering Unmasked Estep 
Score: -31687242.000000 Penalty: 4265.666504
	Iteration 48Q: 3 clusters Score -3.168724e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 496116 members 
Entering Unmasked Estep 
Score: -31687260.000000 Penalty: 4265.666504
	Iteration 49Q: 3 clusters Score -3.168726e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 496111 members 
Entering Unmasked Estep 
Score: -31687256.000000 Penalty: 4265.666504
	Iteration 50Q: 3 clusters Score -3.168726e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 496106 members 
Entering Unmasked Estep 
Score: -31687242.000000 Penalty: 4265.666504
	Iteration 51Q: 3 clusters Score -3.168724e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 496104 members 
Entering Unmasked Estep 
Score: -31687238.000000 Penalty: 4265.666504
	Iteration 52Q: 3 clusters Score -3.168724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 496097 members 
Entering Unmasked Estep 
Score: -31687226.000000 Penalty: 4265.666504
	Iteration 53Q: 3 clusters Score -3.168723e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 496092 members 
Entering Unmasked Estep 
Score: -31687232.000000 Penalty: 4265.666504
	Iteration 54Q: 3 clusters Score -3.168723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 496090 members 
Entering Unmasked Estep 
Score: -31687250.000000 Penalty: 4265.666504
	Iteration 55Q: 3 clusters Score -3.168725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 496083 members 
Entering Unmasked Estep 
Score: -31687246.000000 Penalty: 4265.666504
	Iteration 56Q: 3 clusters Score -3.168725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 496077 members 
Entering Unmasked Estep 
Score: -31687270.000000 Penalty: 4265.666504
	Iteration 57Q: 3 clusters Score -3.168727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 496073 members 
Entering Unmasked Estep 
Score: -31687282.000000 Penalty: 4265.666504
	Iteration 58Q: 3 clusters Score -3.168728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 496072 members 
Entering Unmasked Estep 
Score: -31687276.000000 Penalty: 4265.666504
	Iteration 59Q: 3 clusters Score -3.168728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 496069 members 
Entering Unmasked Estep 
Score: -31687268.000000 Penalty: 4265.666504
	Iteration 60F: 3 clusters Score -3.168727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 496070 members 
Entering Unmasked Estep 
Score: -31687274.000000 Penalty: 4265.666504
	Iteration 61Q: 3 clusters Score -3.168727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 496069 members 
Entering Unmasked Estep 
Score: -31687278.000000 Penalty: 4265.666504
	Iteration 62Q: 3 clusters Score -3.168728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 496070 members 
Entering Unmasked Estep 
Score: -31687262.000000 Penalty: 4265.666504
	Iteration 63Q: 3 clusters Score -3.168726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 496071 members 
Entering Unmasked Estep 
Score: -31687266.000000 Penalty: 4265.666504
	Iteration 64Q: 3 clusters Score -3.168727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 496073 members 
Entering Unmasked Estep 
Score: -31687270.000000 Penalty: 4265.666504
	Iteration 65Q: 3 clusters Score -3.168727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 496072 members 
Entering Unmasked Estep 
Score: -31687272.000000 Penalty: 4265.666504
	Iteration 66Q: 3 clusters Score -3.168727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 496072 members 
Entering Unmasked Estep 
Score: -31687272.000000 Penalty: 4265.666504
	Iteration 67F: 3 clusters Score -3.168727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 23881 members 
Mstep: Class 3 contains 9504 members 
Mstep: Class 4 contains 4169 members 
Mstep: Class 5 contains 1312 members 
Mstep: Class 6 contains 1225 members 
Mstep: Class 7 contains 10048 members 
Mstep: Class 8 contains 77949 members 
Mstep: Class 9 contains 3744 members 
Mstep: Class 10 contains 6028 members 
Mstep: Class 11 contains 496072 members 
Mstep: Class 14 contains 14881 members 
Mstep: Class 16 contains 3119 members 
Mstep: Class 19 contains 1198 members 
Mstep: Class 20 contains 5312 members 
Mstep: Class 21 contains 4511 members 
Mstep: Class 22 contains 11938 members 
Entering Unmasked Estep 
Score: -42186220.000000 Penalty: 37101.382812
Splitting cluster 20 changes total score from -42184932.000000 to -42186220.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 21 (4511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Entering Unmasked Estep 
Score: -294413.250000 Penalty: 1367.319580
	Iteration 0F: 2 clusters Score -294413.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -290794.906250 Penalty: 2734.639160
	Iteration 0F: 3 clusters Score -290794.9 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -291731.906250 Penalty: 2734.639160
	Iteration 1F: 3 clusters Score -291731.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -291858.062500 Penalty: 2734.639160
	Iteration 2F: 3 clusters Score -291858.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -291948.375000 Penalty: 2734.639160
	Iteration 3Q: 3 clusters Score -291948.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -292019.187500 Penalty: 2734.639160
	Iteration 4Q: 3 clusters Score -292019.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -292068.750000 Penalty: 2734.639160
	Iteration 5Q: 3 clusters Score -292068.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -292115.187500 Penalty: 2734.639160
	Iteration 6Q: 3 clusters Score -292115.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -292157.250000 Penalty: 2734.639160
	Iteration 7Q: 3 clusters Score -292157.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -292189.937500 Penalty: 2734.639160
	Iteration 8Q: 3 clusters Score -292189.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -292220.625000 Penalty: 2734.639160
	Iteration 9Q: 3 clusters Score -292220.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -292249.406250 Penalty: 2734.639160
	Iteration 10Q: 3 clusters Score -292249.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -292278.625000 Penalty: 2734.639160
	Iteration 11Q: 3 clusters Score -292278.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -292319.531250 Penalty: 2734.639160
	Iteration 12Q: 3 clusters Score -292319.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -292363.312500 Penalty: 2734.639160
	Iteration 13Q: 3 clusters Score -292363.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -292411.093750 Penalty: 2734.639160
	Iteration 14Q: 3 clusters Score -292411.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -292456.718750 Penalty: 2734.639160
	Iteration 15Q: 3 clusters Score -292456.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -292503.156250 Penalty: 2734.639160
	Iteration 16Q: 3 clusters Score -292503.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -292558.593750 Penalty: 2734.639160
	Iteration 17Q: 3 clusters Score -292558.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -292615.875000 Penalty: 2734.639160
	Iteration 18Q: 3 clusters Score -292615.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -292668.375000 Penalty: 2734.639160
	Iteration 19Q: 3 clusters Score -292668.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -292702.000000 Penalty: 2734.639160
	Iteration 20F: 3 clusters Score -292702 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -292737.718750 Penalty: 2734.639160
	Iteration 21Q: 3 clusters Score -292737.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -292767.500000 Penalty: 2734.639160
	Iteration 22Q: 3 clusters Score -292767.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -292787.656250 Penalty: 2734.639160
	Iteration 23Q: 3 clusters Score -292787.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -292802.843750 Penalty: 2734.639160
	Iteration 24Q: 3 clusters Score -292802.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -292816.187500 Penalty: 2734.639160
	Iteration 25Q: 3 clusters Score -292816.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -292830.812500 Penalty: 2734.639160
	Iteration 26Q: 3 clusters Score -292830.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -292841.281250 Penalty: 2734.639160
	Iteration 27Q: 3 clusters Score -292841.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -292849.656250 Penalty: 2734.639160
	Iteration 28Q: 3 clusters Score -292849.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -292856.562500 Penalty: 2734.639160
	Iteration 29Q: 3 clusters Score -292856.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -292865.281250 Penalty: 2734.639160
	Iteration 30Q: 3 clusters Score -292865.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -292872.968750 Penalty: 2734.639160
	Iteration 31Q: 3 clusters Score -292873 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -292879.625000 Penalty: 2734.639160
	Iteration 32Q: 3 clusters Score -292879.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -292886.875000 Penalty: 2734.639160
	Iteration 33Q: 3 clusters Score -292886.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -292892.343750 Penalty: 2734.639160
	Iteration 34Q: 3 clusters Score -292892.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -292901.750000 Penalty: 2734.639160
	Iteration 35Q: 3 clusters Score -292901.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -292912.812500 Penalty: 2734.639160
	Iteration 36Q: 3 clusters Score -292912.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -292923.375000 Penalty: 2734.639160
	Iteration 37Q: 3 clusters Score -292923.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -292930.406250 Penalty: 2734.639160
	Iteration 38Q: 3 clusters Score -292930.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -292934.281250 Penalty: 2734.639160
	Iteration 39Q: 3 clusters Score -292934.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -292937.093750 Penalty: 2734.639160
	Iteration 40F: 3 clusters Score -292937.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -292938.906250 Penalty: 2734.639160
	Iteration 41Q: 3 clusters Score -292938.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -292940.343750 Penalty: 2734.639160
	Iteration 42Q: 3 clusters Score -292940.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -292942.125000 Penalty: 2734.639160
	Iteration 43Q: 3 clusters Score -292942.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -292943.093750 Penalty: 2734.639160
	Iteration 44Q: 3 clusters Score -292943.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -292944.375000 Penalty: 2734.639160
	Iteration 45Q: 3 clusters Score -292944.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -292947.000000 Penalty: 2734.639160
	Iteration 46Q: 3 clusters Score -292947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -292948.750000 Penalty: 2734.639160
	Iteration 47Q: 3 clusters Score -292948.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -292949.750000 Penalty: 2734.639160
	Iteration 48Q: 3 clusters Score -292949.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -292950.937500 Penalty: 2734.639160
	Iteration 49Q: 3 clusters Score -292950.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -292952.125000 Penalty: 2734.639160
	Iteration 50Q: 3 clusters Score -292952.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -292952.562500 Penalty: 2734.639160
	Iteration 51Q: 3 clusters Score -292952.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -292952.562500 Penalty: 2734.639160
	Iteration 52F: 3 clusters Score -292952.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Entering Unmasked Estep 
Score: -678532.375000 Penalty: 1525.465820
	Iteration 0F: 2 clusters Score -678532.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -670118.125000 Penalty: 3050.931641
	Iteration 0F: 3 clusters Score -670118.1 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -673133.187500 Penalty: 3050.931641
	Iteration 1F: 3 clusters Score -673133.2 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -673508.562500 Penalty: 3050.931641
	Iteration 2F: 3 clusters Score -673508.6 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -673858.562500 Penalty: 3050.931641
	Iteration 3F: 3 clusters Score -673858.6 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -674184.375000 Penalty: 3050.931641
	Iteration 4F: 3 clusters Score -674184.4 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -674494.437500 Penalty: 3050.931641
	Iteration 5Q: 3 clusters Score -674494.4 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -674803.437500 Penalty: 3050.931641
	Iteration 6Q: 3 clusters Score -674803.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -675102.687500 Penalty: 3050.931641
	Iteration 7Q: 3 clusters Score -675102.7 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -675388.937500 Penalty: 3050.931641
	Iteration 8Q: 3 clusters Score -675388.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -675633.000000 Penalty: 3050.931641
	Iteration 9Q: 3 clusters Score -675633 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -675848.312500 Penalty: 3050.931641
	Iteration 10Q: 3 clusters Score -675848.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -676008.437500 Penalty: 3050.931641
	Iteration 11Q: 3 clusters Score -676008.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -676129.687500 Penalty: 3050.931641
	Iteration 12Q: 3 clusters Score -676129.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -676245.500000 Penalty: 3050.931641
	Iteration 13Q: 3 clusters Score -676245.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -676342.562500 Penalty: 3050.931641
	Iteration 14Q: 3 clusters Score -676342.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -676426.312500 Penalty: 3050.931641
	Iteration 15Q: 3 clusters Score -676426.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -676494.937500 Penalty: 3050.931641
	Iteration 16Q: 3 clusters Score -676494.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -676558.937500 Penalty: 3050.931641
	Iteration 17Q: 3 clusters Score -676558.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -676616.000000 Penalty: 3050.931641
	Iteration 18Q: 3 clusters Score -676616 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -676695.812500 Penalty: 3050.931641
	Iteration 19Q: 3 clusters Score -676695.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -676778.750000 Penalty: 3050.931641
	Iteration 20F: 3 clusters Score -676778.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -676844.437500 Penalty: 3050.931641
	Iteration 21Q: 3 clusters Score -676844.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -676888.062500 Penalty: 3050.931641
	Iteration 22Q: 3 clusters Score -676888.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -676924.625000 Penalty: 3050.931641
	Iteration 23Q: 3 clusters Score -676924.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -676955.562500 Penalty: 3050.931641
	Iteration 24Q: 3 clusters Score -676955.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -676993.000000 Penalty: 3050.931641
	Iteration 25Q: 3 clusters Score -676993 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -677022.562500 Penalty: 3050.931641
	Iteration 26Q: 3 clusters Score -677022.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -677057.812500 Penalty: 3050.931641
	Iteration 27Q: 3 clusters Score -677057.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -677088.062500 Penalty: 3050.931641
	Iteration 28Q: 3 clusters Score -677088.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -677114.562500 Penalty: 3050.931641
	Iteration 29Q: 3 clusters Score -677114.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -677145.312500 Penalty: 3050.931641
	Iteration 30Q: 3 clusters Score -677145.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -677191.375000 Penalty: 3050.931641
	Iteration 31Q: 3 clusters Score -677191.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -677243.250000 Penalty: 3050.931641
	Iteration 32Q: 3 clusters Score -677243.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -677309.687500 Penalty: 3050.931641
	Iteration 33Q: 3 clusters Score -677309.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -677379.312500 Penalty: 3050.931641
	Iteration 34Q: 3 clusters Score -677379.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -677444.125000 Penalty: 3050.931641
	Iteration 35Q: 3 clusters Score -677444.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -677496.562500 Penalty: 3050.931641
	Iteration 36Q: 3 clusters Score -677496.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -677532.750000 Penalty: 3050.931641
	Iteration 37Q: 3 clusters Score -677532.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -677566.500000 Penalty: 3050.931641
	Iteration 38Q: 3 clusters Score -677566.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -677593.937500 Penalty: 3050.931641
	Iteration 39Q: 3 clusters Score -677593.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -677624.250000 Penalty: 3050.931641
	Iteration 40F: 3 clusters Score -677624.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -677644.125000 Penalty: 3050.931641
	Iteration 41Q: 3 clusters Score -677644.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -677656.187500 Penalty: 3050.931641
	Iteration 42Q: 3 clusters Score -677656.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -677664.875000 Penalty: 3050.931641
	Iteration 43Q: 3 clusters Score -677664.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -677676.812500 Penalty: 3050.931641
	Iteration 44Q: 3 clusters Score -677676.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -677686.625000 Penalty: 3050.931641
	Iteration 45Q: 3 clusters Score -677686.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -677692.687500 Penalty: 3050.931641
	Iteration 46Q: 3 clusters Score -677692.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -677702.687500 Penalty: 3050.931641
	Iteration 47Q: 3 clusters Score -677702.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -677709.937500 Penalty: 3050.931641
	Iteration 48Q: 3 clusters Score -677709.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -677717.562500 Penalty: 3050.931641
	Iteration 49Q: 3 clusters Score -677717.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -677724.187500 Penalty: 3050.931641
	Iteration 50Q: 3 clusters Score -677724.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -677726.187500 Penalty: 3050.931641
	Iteration 51Q: 3 clusters Score -677726.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -677732.187500 Penalty: 3050.931641
	Iteration 52Q: 3 clusters Score -677732.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -677732.000000 Penalty: 3050.931641
	Iteration 53Q: 3 clusters Score -677732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -677735.000000 Penalty: 3050.931641
	Iteration 54Q: 3 clusters Score -677735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -677733.812500 Penalty: 3050.931641
	Iteration 55Q: 3 clusters Score -677733.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -677736.437500 Penalty: 3050.931641
	Iteration 56Q: 3 clusters Score -677736.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -677739.187500 Penalty: 3050.931641
	Iteration 57Q: 3 clusters Score -677739.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -677745.250000 Penalty: 3050.931641
	Iteration 58Q: 3 clusters Score -677745.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -677747.875000 Penalty: 3050.931641
	Iteration 59Q: 3 clusters Score -677747.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -677749.125000 Penalty: 3050.931641
	Iteration 60F: 3 clusters Score -677749.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -677750.250000 Penalty: 3050.931641
	Iteration 61Q: 3 clusters Score -677750.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -677751.250000 Penalty: 3050.931641
	Iteration 62Q: 3 clusters Score -677751.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -677752.000000 Penalty: 3050.931641
	Iteration 63Q: 3 clusters Score -677752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -677752.750000 Penalty: 3050.931641
	Iteration 64Q: 3 clusters Score -677752.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -677753.875000 Penalty: 3050.931641
	Iteration 65Q: 3 clusters Score -677753.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -677754.812500 Penalty: 3050.931641
	Iteration 66Q: 3 clusters Score -677754.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -677755.312500 Penalty: 3050.931641
	Iteration 67Q: 3 clusters Score -677755.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -677756.875000 Penalty: 3050.931641
	Iteration 68Q: 3 clusters Score -677756.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -677756.250000 Penalty: 3050.931641
	Iteration 69Q: 3 clusters Score -677756.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -677756.500000 Penalty: 3050.931641
	Iteration 70Q: 3 clusters Score -677756.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -677756.062500 Penalty: 3050.931641
	Iteration 71Q: 3 clusters Score -677756.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -677757.250000 Penalty: 3050.931641
	Iteration 72Q: 3 clusters Score -677757.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -677756.500000 Penalty: 3050.931641
	Iteration 73Q: 3 clusters Score -677756.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -677756.500000 Penalty: 3050.931641
	Iteration 74F: 3 clusters Score -677756.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 23881 members 
Mstep: Class 3 contains 9504 members 
Mstep: Class 4 contains 4169 members 
Mstep: Class 6 contains 1225 members 
Mstep: Class 8 contains 77949 members 
Mstep: Class 9 contains 3744 members 
Mstep: Class 10 contains 6028 members 
Mstep: Class 14 contains 14881 members 
Mstep: Class 16 contains 3119 members 
Mstep: Class 19 contains 1198 members 
Mstep: Class 20 contains 5312 members 
Mstep: Class 21 contains 4511 members 
Mstep: Class 22 contains 11938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42187072.000000 Penalty: 37101.382812
Iteration 39Q: 18 clusters Score -4.218707e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 24099 members 
Mstep: Class 3 contains 9622 members 
Mstep: Class 4 contains 4212 members 
Mstep: Class 5 contains 1261 members 
Mstep: Class 6 contains 1351 members 
Mstep: Class 7 contains 9689 members 
Mstep: Class 8 contains 77948 members 
Mstep: Class 9 contains 3860 members 
Mstep: Class 10 contains 6144 members 
Mstep: Class 11 contains 495854 members 
Mstep: Class 14 contains 14368 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 19 contains 1293 members 
Mstep: Class 20 contains 5430 members 
Mstep: Class 21 contains 4589 members 
Mstep: Class 22 contains 11949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42188076.000000 Penalty: 37101.382812
Iteration 40F: 18 clusters Score -4.218808e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 24198 members 
Mstep: Class 3 contains 9650 members 
Mstep: Class 4 contains 4232 members 
Mstep: Class 5 contains 1447 members 
Mstep: Class 6 contains 1405 members 
Mstep: Class 7 contains 9601 members 
Mstep: Class 8 contains 77693 members 
Mstep: Class 9 contains 3960 members 
Mstep: Class 10 contains 6222 members 
Mstep: Class 11 contains 497413 members 
Mstep: Class 14 contains 12637 members 
Mstep: Class 16 contains 3208 members 
Mstep: Class 19 contains 1338 members 
Mstep: Class 20 contains 5537 members 
Mstep: Class 21 contains 4632 members 
Mstep: Class 22 contains 11650 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 18 clusters Score -4.218899e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 24317 members 
Mstep: Class 3 contains 9677 members 
Mstep: Class 4 contains 4243 members 
Mstep: Class 5 contains 1584 members 
Mstep: Class 6 contains 1433 members 
Mstep: Class 7 contains 9538 members 
Mstep: Class 8 contains 77521 members 
Mstep: Class 9 contains 4037 members 
Mstep: Class 10 contains 6331 members 
Mstep: Class 11 contains 498656 members 
Mstep: Class 14 contains 11087 members 
Mstep: Class 16 contains 3234 members 
Mstep: Class 19 contains 1376 members 
Mstep: Class 20 contains 5631 members 
Mstep: Class 21 contains 4684 members 
Mstep: Class 22 contains 11436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189868.000000 Penalty: 37101.382812
Iteration 42Q: 18 clusters Score -4.218987e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 24445 members 
Mstep: Class 3 contains 9688 members 
Mstep: Class 4 contains 4251 members 
Mstep: Class 5 contains 1695 members 
Mstep: Class 6 contains 1453 members 
Mstep: Class 7 contains 9499 members 
Mstep: Class 8 contains 77398 members 
Mstep: Class 9 contains 4092 members 
Mstep: Class 10 contains 6439 members 
Mstep: Class 11 contains 499678 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 16 contains 3246 members 
Mstep: Class 19 contains 1399 members 
Mstep: Class 20 contains 5722 members 
Mstep: Class 21 contains 4733 members 
Mstep: Class 22 contains 11247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42190236.000000 Penalty: 37101.382812
Iteration 43Q: 18 clusters Score -4.219024e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 24564 members 
Mstep: Class 3 contains 9709 members 
Mstep: Class 4 contains 4271 members 
Mstep: Class 5 contains 1791 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 9459 members 
Mstep: Class 8 contains 77296 members 
Mstep: Class 9 contains 4127 members 
Mstep: Class 10 contains 6540 members 
Mstep: Class 11 contains 500588 members 
Mstep: Class 14 contains 8542 members 
Mstep: Class 16 contains 3252 members 
Mstep: Class 19 contains 1413 members 
Mstep: Class 20 contains 5818 members 
Mstep: Class 21 contains 4779 members 
Mstep: Class 22 contains 11071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42190920.000000 Penalty: 37101.382812
Iteration 44Q: 18 clusters Score -4.219092e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 24682 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 4269 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 1475 members 
Mstep: Class 7 contains 9440 members 
Mstep: Class 8 contains 77217 members 
Mstep: Class 9 contains 4163 members 
Mstep: Class 10 contains 6630 members 
Mstep: Class 11 contains 501255 members 
Mstep: Class 14 contains 7542 members 
Mstep: Class 16 contains 3257 members 
Mstep: Class 19 contains 1418 members 
Mstep: Class 20 contains 5912 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 10931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42191356.000000 Penalty: 37101.382812
Iteration 45Q: 18 clusters Score -4.219136e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 24777 members 
Mstep: Class 3 contains 9738 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 1979 members 
Mstep: Class 6 contains 1478 members 
Mstep: Class 7 contains 9427 members 
Mstep: Class 8 contains 77170 members 
Mstep: Class 9 contains 4198 members 
Mstep: Class 10 contains 6713 members 
Mstep: Class 11 contains 501772 members 
Mstep: Class 14 contains 6697 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6009 members 
Mstep: Class 21 contains 4884 members 
Mstep: Class 22 contains 10794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42191768.000000 Penalty: 37101.382812
Iteration 46Q: 18 clusters Score -4.219177e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 24864 members 
Mstep: Class 3 contains 9734 members 
Mstep: Class 4 contains 4250 members 
Mstep: Class 5 contains 2070 members 
Mstep: Class 6 contains 1483 members 
Mstep: Class 7 contains 9407 members 
Mstep: Class 8 contains 77133 members 
Mstep: Class 9 contains 4238 members 
Mstep: Class 10 contains 6791 members 
Mstep: Class 11 contains 502193 members 
Mstep: Class 14 contains 5999 members 
Mstep: Class 16 contains 3293 members 
Mstep: Class 19 contains 1437 members 
Mstep: Class 20 contains 6106 members 
Mstep: Class 21 contains 4923 members 
Mstep: Class 22 contains 10644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42192048.000000 Penalty: 37101.382812
Iteration 47Q: 18 clusters Score -4.219205e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 24971 members 
Mstep: Class 3 contains 9743 members 
Mstep: Class 4 contains 4245 members 
Mstep: Class 5 contains 2159 members 
Mstep: Class 6 contains 1491 members 
Mstep: Class 7 contains 9383 members 
Mstep: Class 8 contains 77109 members 
Mstep: Class 9 contains 4285 members 
Mstep: Class 10 contains 6849 members 
Mstep: Class 11 contains 502478 members 
Mstep: Class 14 contains 5415 members 
Mstep: Class 16 contains 3308 members 
Mstep: Class 19 contains 1445 members 
Mstep: Class 20 contains 6199 members 
Mstep: Class 21 contains 4961 members 
Mstep: Class 22 contains 10489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42192408.000000 Penalty: 37101.382812
Iteration 48Q: 18 clusters Score -4.219241e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 25074 members 
Mstep: Class 3 contains 9749 members 
Mstep: Class 4 contains 4236 members 
Mstep: Class 5 contains 2260 members 
Mstep: Class 6 contains 1494 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 77077 members 
Mstep: Class 9 contains 4315 members 
Mstep: Class 10 contains 6897 members 
Mstep: Class 11 contains 502700 members 
Mstep: Class 14 contains 4901 members 
Mstep: Class 16 contains 3309 members 
Mstep: Class 19 contains 1451 members 
Mstep: Class 20 contains 6304 members 
Mstep: Class 21 contains 5006 members 
Mstep: Class 22 contains 10360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42192708.000000 Penalty: 37101.382812
Iteration 49Q: 18 clusters Score -4.219271e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 25152 members 
Mstep: Class 3 contains 9745 members 
Mstep: Class 4 contains 4243 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 9355 members 
Mstep: Class 8 contains 77064 members 
Mstep: Class 9 contains 4348 members 
Mstep: Class 10 contains 6946 members 
Mstep: Class 11 contains 502922 members 
Mstep: Class 14 contains 4439 members 
Mstep: Class 16 contains 3301 members 
Mstep: Class 19 contains 1453 members 
Mstep: Class 20 contains 6383 members 
Mstep: Class 21 contains 5043 members 
Mstep: Class 22 contains 10244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42192912.000000 Penalty: 37101.382812
Iteration 50Q: 18 clusters Score -4.219291e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 25216 members 
Mstep: Class 3 contains 9751 members 
Mstep: Class 4 contains 4247 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 1505 members 
Mstep: Class 7 contains 9341 members 
Mstep: Class 8 contains 77029 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 6991 members 
Mstep: Class 11 contains 503109 members 
Mstep: Class 14 contains 4053 members 
Mstep: Class 16 contains 3303 members 
Mstep: Class 19 contains 1453 members 
Mstep: Class 20 contains 6447 members 
Mstep: Class 21 contains 5086 members 
Mstep: Class 22 contains 10126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42192968.000000 Penalty: 37101.382812
Iteration 51Q: 18 clusters Score -4.219297e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 25303 members 
Mstep: Class 3 contains 9745 members 
Mstep: Class 4 contains 4244 members 
Mstep: Class 5 contains 2550 members 
Mstep: Class 6 contains 1511 members 
Mstep: Class 7 contains 9328 members 
Mstep: Class 8 contains 76994 members 
Mstep: Class 9 contains 4380 members 
Mstep: Class 10 contains 7037 members 
Mstep: Class 11 contains 503152 members 
Mstep: Class 14 contains 3764 members 
Mstep: Class 16 contains 3296 members 
Mstep: Class 19 contains 1453 members 
Mstep: Class 20 contains 6520 members 
Mstep: Class 21 contains 5142 members 
Mstep: Class 22 contains 10038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42193160.000000 Penalty: 37101.382812
Iteration 52Q: 18 clusters Score -4.219316e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 25406 members 
Mstep: Class 3 contains 9739 members 
Mstep: Class 4 contains 4244 members 
Mstep: Class 5 contains 2658 members 
Mstep: Class 6 contains 1513 members 
Mstep: Class 7 contains 9318 members 
Mstep: Class 8 contains 76952 members 
Mstep: Class 9 contains 4397 members 
Mstep: Class 10 contains 7079 members 
Mstep: Class 11 contains 503153 members 
Mstep: Class 14 contains 3519 members 
Mstep: Class 16 contains 3290 members 
Mstep: Class 19 contains 1453 members 
Mstep: Class 20 contains 6583 members 
Mstep: Class 21 contains 5174 members 
Mstep: Class 22 contains 9957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42193644.000000 Penalty: 37101.382812
Iteration 53Q: 18 clusters Score -4.219364e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 25494 members 
Mstep: Class 3 contains 9720 members 
Mstep: Class 4 contains 4239 members 
Mstep: Class 5 contains 2760 members 
Mstep: Class 6 contains 1515 members 
Mstep: Class 7 contains 9312 members 
Mstep: Class 8 contains 76929 members 
Mstep: Class 9 contains 4404 members 
Mstep: Class 10 contains 7116 members 
Mstep: Class 11 contains 503125 members 
Mstep: Class 14 contains 3320 members 
Mstep: Class 16 contains 3277 members 
Mstep: Class 19 contains 1453 members 
Mstep: Class 20 contains 6648 members 
Mstep: Class 21 contains 5197 members 
Mstep: Class 22 contains 9909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42193692.000000 Penalty: 37101.382812
Iteration 54Q: 18 clusters Score -4.219369e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 25592 members 
Mstep: Class 3 contains 9737 members 
Mstep: Class 4 contains 4245 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 1516 members 
Mstep: Class 7 contains 9304 members 
Mstep: Class 8 contains 76912 members 
Mstep: Class 9 contains 4402 members 
Mstep: Class 10 contains 7156 members 
Mstep: Class 11 contains 503034 members 
Mstep: Class 14 contains 3166 members 
Mstep: Class 16 contains 3271 members 
Mstep: Class 19 contains 1455 members 
Mstep: Class 20 contains 6699 members 
Mstep: Class 21 contains 5223 members 
Mstep: Class 22 contains 9826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42193796.000000 Penalty: 37101.382812
Iteration 55Q: 18 clusters Score -4.21938e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 25674 members 
Mstep: Class 3 contains 9753 members 
Mstep: Class 4 contains 4246 members 
Mstep: Class 5 contains 2949 members 
Mstep: Class 6 contains 1518 members 
Mstep: Class 7 contains 9296 members 
Mstep: Class 8 contains 76891 members 
Mstep: Class 9 contains 4414 members 
Mstep: Class 10 contains 7184 members 
Mstep: Class 11 contains 502964 members 
Mstep: Class 14 contains 3014 members 
Mstep: Class 16 contains 3270 members 
Mstep: Class 19 contains 1454 members 
Mstep: Class 20 contains 6749 members 
Mstep: Class 21 contains 5246 members 
Mstep: Class 22 contains 9753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42194072.000000 Penalty: 37101.382812
Iteration 56Q: 18 clusters Score -4.219407e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 25771 members 
Mstep: Class 3 contains 9766 members 
Mstep: Class 4 contains 4250 members 
Mstep: Class 5 contains 3033 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 9289 members 
Mstep: Class 8 contains 76864 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 7214 members 
Mstep: Class 11 contains 502872 members 
Mstep: Class 14 contains 2885 members 
Mstep: Class 16 contains 3275 members 
Mstep: Class 19 contains 1453 members 
Mstep: Class 20 contains 6794 members 
Mstep: Class 21 contains 5263 members 
Mstep: Class 22 contains 9687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42194256.000000 Penalty: 37101.382812
Iteration 57Q: 18 clusters Score -4.219426e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 25838 members 
Mstep: Class 3 contains 9784 members 
Mstep: Class 4 contains 4248 members 
Mstep: Class 5 contains 3122 members 
Mstep: Class 6 contains 1534 members 
Mstep: Class 7 contains 9277 members 
Mstep: Class 8 contains 76845 members 
Mstep: Class 9 contains 4430 members 
Mstep: Class 10 contains 7246 members 
Mstep: Class 11 contains 502799 members 
Mstep: Class 14 contains 2781 members 
Mstep: Class 16 contains 3258 members 
Mstep: Class 19 contains 1453 members 
Mstep: Class 20 contains 6830 members 
Mstep: Class 21 contains 5289 members 
Mstep: Class 22 contains 9620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42194396.000000 Penalty: 37101.382812
Iteration 58Q: 18 clusters Score -4.21944e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 25904 members 
Mstep: Class 3 contains 9803 members 
Mstep: Class 4 contains 4241 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 1540 members 
Mstep: Class 7 contains 9261 members 
Mstep: Class 8 contains 76823 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 7274 members 
Mstep: Class 11 contains 502694 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 16 contains 3249 members 
Mstep: Class 19 contains 1451 members 
Mstep: Class 20 contains 6869 members 
Mstep: Class 21 contains 5338 members 
Mstep: Class 22 contains 9596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42194612.000000 Penalty: 37101.382812
Iteration 59Q: 18 clusters Score -4.219461e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 25967 members 
Mstep: Class 3 contains 9818 members 
Mstep: Class 4 contains 4232 members 
Mstep: Class 5 contains 3328 members 
Mstep: Class 6 contains 1544 members 
Mstep: Class 7 contains 9251 members 
Mstep: Class 8 contains 76795 members 
Mstep: Class 9 contains 4445 members 
Mstep: Class 10 contains 7294 members 
Mstep: Class 11 contains 502563 members 
Mstep: Class 14 contains 2557 members 
Mstep: Class 16 contains 3236 members 
Mstep: Class 19 contains 1449 members 
Mstep: Class 20 contains 6906 members 
Mstep: Class 21 contains 5400 members 
Mstep: Class 22 contains 9563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42194616.000000 Penalty: 37101.382812
Iteration 60F: 18 clusters Score -4.219462e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 26034 members 
Mstep: Class 3 contains 9824 members 
Mstep: Class 4 contains 4219 members 
Mstep: Class 5 contains 3434 members 
Mstep: Class 6 contains 1550 members 
Mstep: Class 7 contains 9232 members 
Mstep: Class 8 contains 76769 members 
Mstep: Class 9 contains 4465 members 
Mstep: Class 10 contains 7315 members 
Mstep: Class 11 contains 502395 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 16 contains 3241 members 
Mstep: Class 19 contains 1448 members 
Mstep: Class 20 contains 6952 members 
Mstep: Class 21 contains 5455 members 
Mstep: Class 22 contains 9499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42194808.000000 Penalty: 37101.382812
Iteration 61Q: 18 clusters Score -4.219481e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 26085 members 
Mstep: Class 3 contains 9827 members 
Mstep: Class 4 contains 4215 members 
Mstep: Class 5 contains 3535 members 
Mstep: Class 6 contains 1552 members 
Mstep: Class 7 contains 9208 members 
Mstep: Class 8 contains 76762 members 
Mstep: Class 9 contains 4487 members 
Mstep: Class 10 contains 7327 members 
Mstep: Class 11 contains 502257 members 
Mstep: Class 14 contains 2433 members 
Mstep: Class 16 contains 3234 members 
Mstep: Class 19 contains 1446 members 
Mstep: Class 20 contains 6996 members 
Mstep: Class 21 contains 5495 members 
Mstep: Class 22 contains 9461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195000.000000 Penalty: 37101.382812
Iteration 62Q: 18 clusters Score -4.2195e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 26143 members 
Mstep: Class 3 contains 9812 members 
Mstep: Class 4 contains 4215 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 1549 members 
Mstep: Class 7 contains 9181 members 
Mstep: Class 8 contains 76734 members 
Mstep: Class 9 contains 4523 members 
Mstep: Class 10 contains 7339 members 
Mstep: Class 11 contains 502123 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 16 contains 3235 members 
Mstep: Class 19 contains 1445 members 
Mstep: Class 20 contains 7033 members 
Mstep: Class 21 contains 5543 members 
Mstep: Class 22 contains 9454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42194988.000000 Penalty: 37101.382812
Iteration 63Q: 18 clusters Score -4.219499e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 26192 members 
Mstep: Class 3 contains 9807 members 
Mstep: Class 4 contains 4218 members 
Mstep: Class 5 contains 3716 members 
Mstep: Class 6 contains 1551 members 
Mstep: Class 7 contains 9152 members 
Mstep: Class 8 contains 76707 members 
Mstep: Class 9 contains 4547 members 
Mstep: Class 10 contains 7353 members 
Mstep: Class 11 contains 501969 members 
Mstep: Class 14 contains 2305 members 
Mstep: Class 16 contains 3240 members 
Mstep: Class 19 contains 1450 members 
Mstep: Class 20 contains 7071 members 
Mstep: Class 21 contains 5605 members 
Mstep: Class 22 contains 9418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195148.000000 Penalty: 37101.382812
Iteration 64Q: 18 clusters Score -4.219515e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 26237 members 
Mstep: Class 3 contains 9816 members 
Mstep: Class 4 contains 4219 members 
Mstep: Class 5 contains 3790 members 
Mstep: Class 6 contains 1559 members 
Mstep: Class 7 contains 9125 members 
Mstep: Class 8 contains 76688 members 
Mstep: Class 9 contains 4563 members 
Mstep: Class 10 contains 7359 members 
Mstep: Class 11 contains 501839 members 
Mstep: Class 14 contains 2250 members 
Mstep: Class 16 contains 3242 members 
Mstep: Class 19 contains 1452 members 
Mstep: Class 20 contains 7109 members 
Mstep: Class 21 contains 5671 members 
Mstep: Class 22 contains 9381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195312.000000 Penalty: 37101.382812
Iteration 65Q: 18 clusters Score -4.219531e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 26281 members 
Mstep: Class 3 contains 9822 members 
Mstep: Class 4 contains 4214 members 
Mstep: Class 5 contains 3866 members 
Mstep: Class 6 contains 1561 members 
Mstep: Class 7 contains 9104 members 
Mstep: Class 8 contains 76661 members 
Mstep: Class 9 contains 4585 members 
Mstep: Class 10 contains 7362 members 
Mstep: Class 11 contains 501718 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 16 contains 3237 members 
Mstep: Class 19 contains 1455 members 
Mstep: Class 20 contains 7145 members 
Mstep: Class 21 contains 5722 members 
Mstep: Class 22 contains 9355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195388.000000 Penalty: 37101.382812
Iteration 66Q: 18 clusters Score -4.219539e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 26317 members 
Mstep: Class 3 contains 9826 members 
Mstep: Class 4 contains 4218 members 
Mstep: Class 5 contains 3933 members 
Mstep: Class 6 contains 1561 members 
Mstep: Class 7 contains 9077 members 
Mstep: Class 8 contains 76640 members 
Mstep: Class 9 contains 4598 members 
Mstep: Class 10 contains 7376 members 
Mstep: Class 11 contains 501592 members 
Mstep: Class 14 contains 2153 members 
Mstep: Class 16 contains 3236 members 
Mstep: Class 19 contains 1452 members 
Mstep: Class 20 contains 7174 members 
Mstep: Class 21 contains 5801 members 
Mstep: Class 22 contains 9330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195424.000000 Penalty: 37101.382812
Iteration 67Q: 18 clusters Score -4.219542e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 26358 members 
Mstep: Class 3 contains 9833 members 
Mstep: Class 4 contains 4216 members 
Mstep: Class 5 contains 3999 members 
Mstep: Class 6 contains 1566 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 76611 members 
Mstep: Class 9 contains 4617 members 
Mstep: Class 10 contains 7395 members 
Mstep: Class 11 contains 501481 members 
Mstep: Class 14 contains 2111 members 
Mstep: Class 16 contains 3230 members 
Mstep: Class 19 contains 1451 members 
Mstep: Class 20 contains 7202 members 
Mstep: Class 21 contains 5853 members 
Mstep: Class 22 contains 9305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195340.000000 Penalty: 37101.382812
Iteration 68Q: 18 clusters Score -4.219534e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 26377 members 
Mstep: Class 3 contains 9842 members 
Mstep: Class 4 contains 4216 members 
Mstep: Class 5 contains 4062 members 
Mstep: Class 6 contains 1566 members 
Mstep: Class 7 contains 9034 members 
Mstep: Class 8 contains 76580 members 
Mstep: Class 9 contains 4636 members 
Mstep: Class 10 contains 7412 members 
Mstep: Class 11 contains 501379 members 
Mstep: Class 14 contains 2076 members 
Mstep: Class 16 contains 3238 members 
Mstep: Class 19 contains 1451 members 
Mstep: Class 20 contains 7222 members 
Mstep: Class 21 contains 5903 members 
Mstep: Class 22 contains 9290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195428.000000 Penalty: 37101.382812
Iteration 69Q: 18 clusters Score -4.219543e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 26401 members 
Mstep: Class 3 contains 9850 members 
Mstep: Class 4 contains 4224 members 
Mstep: Class 5 contains 4136 members 
Mstep: Class 6 contains 1570 members 
Mstep: Class 7 contains 9018 members 
Mstep: Class 8 contains 76550 members 
Mstep: Class 9 contains 4645 members 
Mstep: Class 10 contains 7427 members 
Mstep: Class 11 contains 501267 members 
Mstep: Class 14 contains 2048 members 
Mstep: Class 16 contains 3238 members 
Mstep: Class 19 contains 1451 members 
Mstep: Class 20 contains 7247 members 
Mstep: Class 21 contains 5943 members 
Mstep: Class 22 contains 9266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195512.000000 Penalty: 37101.382812
Iteration 70Q: 18 clusters Score -4.219551e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 26434 members 
Mstep: Class 3 contains 9880 members 
Mstep: Class 4 contains 4221 members 
Mstep: Class 5 contains 4191 members 
Mstep: Class 6 contains 1578 members 
Mstep: Class 7 contains 9001 members 
Mstep: Class 8 contains 76535 members 
Mstep: Class 9 contains 4645 members 
Mstep: Class 10 contains 7445 members 
Mstep: Class 11 contains 501127 members 
Mstep: Class 14 contains 2014 members 
Mstep: Class 16 contains 3243 members 
Mstep: Class 19 contains 1451 members 
Mstep: Class 20 contains 7264 members 
Mstep: Class 21 contains 6007 members 
Mstep: Class 22 contains 9250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195540.000000 Penalty: 37101.382812
Iteration 71Q: 18 clusters Score -4.219554e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 26467 members 
Mstep: Class 3 contains 9897 members 
Mstep: Class 4 contains 4222 members 
Mstep: Class 5 contains 4249 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 8985 members 
Mstep: Class 8 contains 76525 members 
Mstep: Class 9 contains 4648 members 
Mstep: Class 10 contains 7449 members 
Mstep: Class 11 contains 501004 members 
Mstep: Class 14 contains 1976 members 
Mstep: Class 16 contains 3245 members 
Mstep: Class 19 contains 1452 members 
Mstep: Class 20 contains 7294 members 
Mstep: Class 21 contains 6060 members 
Mstep: Class 22 contains 9223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195640.000000 Penalty: 37101.382812
Iteration 72Q: 18 clusters Score -4.219564e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 26485 members 
Mstep: Class 3 contains 9921 members 
Mstep: Class 4 contains 4226 members 
Mstep: Class 5 contains 4306 members 
Mstep: Class 6 contains 1596 members 
Mstep: Class 7 contains 8965 members 
Mstep: Class 8 contains 76522 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 7448 members 
Mstep: Class 11 contains 500895 members 
Mstep: Class 14 contains 1944 members 
Mstep: Class 16 contains 3249 members 
Mstep: Class 19 contains 1451 members 
Mstep: Class 20 contains 7317 members 
Mstep: Class 21 contains 6109 members 
Mstep: Class 22 contains 9200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195504.000000 Penalty: 37101.382812
Iteration 73Q: 18 clusters Score -4.21955e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 26500 members 
Mstep: Class 3 contains 9938 members 
Mstep: Class 4 contains 4231 members 
Mstep: Class 5 contains 4362 members 
Mstep: Class 6 contains 1606 members 
Mstep: Class 7 contains 8940 members 
Mstep: Class 8 contains 76510 members 
Mstep: Class 9 contains 4656 members 
Mstep: Class 10 contains 7452 members 
Mstep: Class 11 contains 500781 members 
Mstep: Class 14 contains 1913 members 
Mstep: Class 16 contains 3252 members 
Mstep: Class 19 contains 1451 members 
Mstep: Class 20 contains 7340 members 
Mstep: Class 21 contains 6164 members 
Mstep: Class 22 contains 9182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195596.000000 Penalty: 37101.382812
Iteration 74Q: 18 clusters Score -4.21956e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 26501 members 
Mstep: Class 3 contains 9966 members 
Mstep: Class 4 contains 4226 members 
Mstep: Class 5 contains 4410 members 
Mstep: Class 6 contains 1612 members 
Mstep: Class 7 contains 8925 members 
Mstep: Class 8 contains 76506 members 
Mstep: Class 9 contains 4658 members 
Mstep: Class 10 contains 7453 members 
Mstep: Class 11 contains 500685 members 
Mstep: Class 14 contains 1886 members 
Mstep: Class 16 contains 3251 members 
Mstep: Class 19 contains 1450 members 
Mstep: Class 20 contains 7355 members 
Mstep: Class 21 contains 6222 members 
Mstep: Class 22 contains 9166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195708.000000 Penalty: 37101.382812
Iteration 75Q: 18 clusters Score -4.219571e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 26506 members 
Mstep: Class 3 contains 9997 members 
Mstep: Class 4 contains 4225 members 
Mstep: Class 5 contains 4455 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 7 contains 8911 members 
Mstep: Class 8 contains 76496 members 
Mstep: Class 9 contains 4665 members 
Mstep: Class 10 contains 7458 members 
Mstep: Class 11 contains 500586 members 
Mstep: Class 14 contains 1859 members 
Mstep: Class 16 contains 3256 members 
Mstep: Class 19 contains 1450 members 
Mstep: Class 20 contains 7371 members 
Mstep: Class 21 contains 6259 members 
Mstep: Class 22 contains 9152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195828.000000 Penalty: 37101.382812
Iteration 76Q: 18 clusters Score -4.219583e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 26512 members 
Mstep: Class 3 contains 10023 members 
Mstep: Class 4 contains 4226 members 
Mstep: Class 5 contains 4496 members 
Mstep: Class 6 contains 1621 members 
Mstep: Class 7 contains 8900 members 
Mstep: Class 8 contains 76490 members 
Mstep: Class 9 contains 4674 members 
Mstep: Class 10 contains 7462 members 
Mstep: Class 11 contains 500515 members 
Mstep: Class 14 contains 1833 members 
Mstep: Class 16 contains 3256 members 
Mstep: Class 19 contains 1452 members 
Mstep: Class 20 contains 7387 members 
Mstep: Class 21 contains 6290 members 
Mstep: Class 22 contains 9124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195892.000000 Penalty: 37101.382812
Iteration 77Q: 18 clusters Score -4.219589e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 26517 members 
Mstep: Class 3 contains 10050 members 
Mstep: Class 4 contains 4223 members 
Mstep: Class 5 contains 4541 members 
Mstep: Class 6 contains 1632 members 
Mstep: Class 7 contains 8878 members 
Mstep: Class 8 contains 76481 members 
Mstep: Class 9 contains 4686 members 
Mstep: Class 10 contains 7471 members 
Mstep: Class 11 contains 500401 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 16 contains 3253 members 
Mstep: Class 19 contains 1452 members 
Mstep: Class 20 contains 7407 members 
Mstep: Class 21 contains 6333 members 
Mstep: Class 22 contains 9109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195972.000000 Penalty: 37101.382812
Iteration 78Q: 18 clusters Score -4.219597e+07 nChanged 436
Entering ConstructFrom: 
Score: -42195972.000000 Penalty: 37101.382812
Entering ConstructFrom: 
Trying to split cluster 1 (6090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Entering Unmasked Estep 
Score: -385789.687500 Penalty: 1416.090454
	Iteration 0F: 2 clusters Score -385789.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -381103.781250 Penalty: 2832.180908
	Iteration 0F: 3 clusters Score -381103.8 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -382402.656250 Penalty: 2832.180908
	Iteration 1F: 3 clusters Score -382402.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -382604.187500 Penalty: 2832.180908
	Iteration 2F: 3 clusters Score -382604.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -382729.781250 Penalty: 2832.180908
	Iteration 3F: 3 clusters Score -382729.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -382834.031250 Penalty: 2832.180908
	Iteration 4Q: 3 clusters Score -382834 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -382920.312500 Penalty: 2832.180908
	Iteration 5Q: 3 clusters Score -382920.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -382998.062500 Penalty: 2832.180908
	Iteration 6Q: 3 clusters Score -382998.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -383081.593750 Penalty: 2832.180908
	Iteration 7Q: 3 clusters Score -383081.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -383158.093750 Penalty: 2832.180908
	Iteration 8Q: 3 clusters Score -383158.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -383227.156250 Penalty: 2832.180908
	Iteration 9Q: 3 clusters Score -383227.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -383314.687500 Penalty: 2832.180908
	Iteration 10Q: 3 clusters Score -383314.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -383415.000000 Penalty: 2832.180908
	Iteration 11Q: 3 clusters Score -383415 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -383536.718750 Penalty: 2832.180908
	Iteration 12Q: 3 clusters Score -383536.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -383688.562500 Penalty: 2832.180908
	Iteration 13Q: 3 clusters Score -383688.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -383865.218750 Penalty: 2832.180908
	Iteration 14Q: 3 clusters Score -383865.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -384024.593750 Penalty: 2832.180908
	Iteration 15Q: 3 clusters Score -384024.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -384159.468750 Penalty: 2832.180908
	Iteration 16Q: 3 clusters Score -384159.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -384266.437500 Penalty: 2832.180908
	Iteration 17Q: 3 clusters Score -384266.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -384316.500000 Penalty: 2832.180908
	Iteration 18Q: 3 clusters Score -384316.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -384358.000000 Penalty: 2832.180908
	Iteration 19Q: 3 clusters Score -384358 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -384384.250000 Penalty: 2832.180908
	Iteration 20F: 3 clusters Score -384384.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -384400.375000 Penalty: 2832.180908
	Iteration 21Q: 3 clusters Score -384400.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -384413.718750 Penalty: 2832.180908
	Iteration 22Q: 3 clusters Score -384413.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -384426.343750 Penalty: 2832.180908
	Iteration 23Q: 3 clusters Score -384426.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -384434.781250 Penalty: 2832.180908
	Iteration 24Q: 3 clusters Score -384434.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -384442.156250 Penalty: 2832.180908
	Iteration 25Q: 3 clusters Score -384442.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -384446.593750 Penalty: 2832.180908
	Iteration 26Q: 3 clusters Score -384446.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -384449.656250 Penalty: 2832.180908
	Iteration 27Q: 3 clusters Score -384449.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -384450.781250 Penalty: 2832.180908
	Iteration 28Q: 3 clusters Score -384450.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -384454.812500 Penalty: 2832.180908
	Iteration 29Q: 3 clusters Score -384454.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -384455.906250 Penalty: 2832.180908
	Iteration 30Q: 3 clusters Score -384455.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -384457.593750 Penalty: 2832.180908
	Iteration 31Q: 3 clusters Score -384457.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -384457.437500 Penalty: 2832.180908
	Iteration 32Q: 3 clusters Score -384457.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -384458.343750 Penalty: 2832.180908
	Iteration 33Q: 3 clusters Score -384458.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -384458.343750 Penalty: 2832.180908
	Iteration 34F: 3 clusters Score -384458.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Entering Unmasked Estep 
Score: -1724356.125000 Penalty: 1655.199463
	Iteration 0F: 2 clusters Score -1724356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1706359.625000 Penalty: 3310.398926
	Iteration 0F: 3 clusters Score -1706360 nChanged 12285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1713037.375000 Penalty: 3310.398926
	Iteration 1F: 3 clusters Score -1713037 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1713374.000000 Penalty: 3310.398926
	Iteration 2Q: 3 clusters Score -1713374 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1713746.375000 Penalty: 3310.398926
	Iteration 3Q: 3 clusters Score -1713746 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1714157.875000 Penalty: 3310.398926
	Iteration 4Q: 3 clusters Score -1714158 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1714680.750000 Penalty: 3310.398926
	Iteration 5Q: 3 clusters Score -1714681 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1715493.000000 Penalty: 3310.398926
	Iteration 6F: 3 clusters Score -1715493 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1716580.875000 Penalty: 3310.398926
	Iteration 7F: 3 clusters Score -1716581 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1717951.375000 Penalty: 3310.398926
	Iteration 8F: 3 clusters Score -1717951 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1719491.625000 Penalty: 3310.398926
	Iteration 9F: 3 clusters Score -1719492 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1720898.625000 Penalty: 3310.398926
	Iteration 10F: 3 clusters Score -1720899 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1721779.125000 Penalty: 3310.398926
	Iteration 11Q: 3 clusters Score -1721779 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1722266.125000 Penalty: 3310.398926
	Iteration 12Q: 3 clusters Score -1722266 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1722516.000000 Penalty: 3310.398926
	Iteration 13Q: 3 clusters Score -1722516 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1722657.875000 Penalty: 3310.398926
	Iteration 14Q: 3 clusters Score -1722658 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1722759.625000 Penalty: 3310.398926
	Iteration 15Q: 3 clusters Score -1722760 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1722822.875000 Penalty: 3310.398926
	Iteration 16Q: 3 clusters Score -1722823 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1722868.125000 Penalty: 3310.398926
	Iteration 17Q: 3 clusters Score -1722868 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1722899.250000 Penalty: 3310.398926
	Iteration 18Q: 3 clusters Score -1722899 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1722916.250000 Penalty: 3310.398926
	Iteration 19Q: 3 clusters Score -1722916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1722930.875000 Penalty: 3310.398926
	Iteration 20F: 3 clusters Score -1722931 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1722939.500000 Penalty: 3310.398926
	Iteration 21Q: 3 clusters Score -1722940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1722947.125000 Penalty: 3310.398926
	Iteration 22Q: 3 clusters Score -1722947 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1722960.000000 Penalty: 3310.398926
	Iteration 23Q: 3 clusters Score -1722960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1722959.750000 Penalty: 3310.398926
	Iteration 24Q: 3 clusters Score -1722960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1722965.000000 Penalty: 3310.398926
	Iteration 25Q: 3 clusters Score -1722965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1722968.125000 Penalty: 3310.398926
	Iteration 26Q: 3 clusters Score -1722968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1722972.250000 Penalty: 3310.398926
	Iteration 27Q: 3 clusters Score -1722972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1722971.000000 Penalty: 3310.398926
	Iteration 28Q: 3 clusters Score -1722971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1722973.125000 Penalty: 3310.398926
	Iteration 29Q: 3 clusters Score -1722973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1722971.125000 Penalty: 3310.398926
	Iteration 30Q: 3 clusters Score -1722971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1722973.000000 Penalty: 3310.398926
	Iteration 31Q: 3 clusters Score -1722973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1722973.000000 Penalty: 3310.398926
	Iteration 32F: 3 clusters Score -1722973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Entering Unmasked Estep 
Score: -652421.062500 Penalty: 1498.136353
	Iteration 0F: 2 clusters Score -652421.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -645253.500000 Penalty: 2996.272705
	Iteration 0F: 3 clusters Score -645253.5 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -647483.625000 Penalty: 2996.272705
	Iteration 1F: 3 clusters Score -647483.6 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -647726.937500 Penalty: 2996.272705
	Iteration 2F: 3 clusters Score -647726.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -647939.312500 Penalty: 2996.272705
	Iteration 3F: 3 clusters Score -647939.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -648122.875000 Penalty: 2996.272705
	Iteration 4Q: 3 clusters Score -648122.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -648349.437500 Penalty: 2996.272705
	Iteration 5Q: 3 clusters Score -648349.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -648652.437500 Penalty: 2996.272705
	Iteration 6Q: 3 clusters Score -648652.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -649010.187500 Penalty: 2996.272705
	Iteration 7Q: 3 clusters Score -649010.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -649475.312500 Penalty: 2996.272705
	Iteration 8F: 3 clusters Score -649475.3 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -649960.312500 Penalty: 2996.272705
	Iteration 9F: 3 clusters Score -649960.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -650322.812500 Penalty: 2996.272705
	Iteration 10Q: 3 clusters Score -650322.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -650569.875000 Penalty: 2996.272705
	Iteration 11Q: 3 clusters Score -650569.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -650758.312500 Penalty: 2996.272705
	Iteration 12Q: 3 clusters Score -650758.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -650880.000000 Penalty: 2996.272705
	Iteration 13Q: 3 clusters Score -650880 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -650980.250000 Penalty: 2996.272705
	Iteration 14Q: 3 clusters Score -650980.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -651052.812500 Penalty: 2996.272705
	Iteration 15Q: 3 clusters Score -651052.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -651090.062500 Penalty: 2996.272705
	Iteration 16Q: 3 clusters Score -651090.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -651116.687500 Penalty: 2996.272705
	Iteration 17Q: 3 clusters Score -651116.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -651138.437500 Penalty: 2996.272705
	Iteration 18Q: 3 clusters Score -651138.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -651158.375000 Penalty: 2996.272705
	Iteration 19Q: 3 clusters Score -651158.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -651172.625000 Penalty: 2996.272705
	Iteration 20F: 3 clusters Score -651172.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -651179.562500 Penalty: 2996.272705
	Iteration 21Q: 3 clusters Score -651179.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -651186.062500 Penalty: 2996.272705
	Iteration 22Q: 3 clusters Score -651186.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -651190.750000 Penalty: 2996.272705
	Iteration 23Q: 3 clusters Score -651190.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -651195.437500 Penalty: 2996.272705
	Iteration 24Q: 3 clusters Score -651195.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -651199.750000 Penalty: 2996.272705
	Iteration 25Q: 3 clusters Score -651199.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -651206.000000 Penalty: 2996.272705
	Iteration 26Q: 3 clusters Score -651206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -651209.750000 Penalty: 2996.272705
	Iteration 27Q: 3 clusters Score -651209.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -651210.937500 Penalty: 2996.272705
	Iteration 28Q: 3 clusters Score -651210.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -651211.937500 Penalty: 2996.272705
	Iteration 29Q: 3 clusters Score -651211.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -651213.375000 Penalty: 2996.272705
	Iteration 30Q: 3 clusters Score -651213.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -651214.500000 Penalty: 2996.272705
	Iteration 31Q: 3 clusters Score -651214.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -651217.375000 Penalty: 2996.272705
	Iteration 32Q: 3 clusters Score -651217.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -651219.312500 Penalty: 2996.272705
	Iteration 33Q: 3 clusters Score -651219.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -651221.750000 Penalty: 2996.272705
	Iteration 34Q: 3 clusters Score -651221.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -651221.875000 Penalty: 2996.272705
	Iteration 35Q: 3 clusters Score -651221.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -651225.000000 Penalty: 2996.272705
	Iteration 36Q: 3 clusters Score -651225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -651227.625000 Penalty: 2996.272705
	Iteration 37Q: 3 clusters Score -651227.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -651228.562500 Penalty: 2996.272705
	Iteration 38Q: 3 clusters Score -651228.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -651230.625000 Penalty: 2996.272705
	Iteration 39Q: 3 clusters Score -651230.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -651229.375000 Penalty: 2996.272705
	Iteration 40F: 3 clusters Score -651229.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -651229.500000 Penalty: 2996.272705
	Iteration 41Q: 3 clusters Score -651229.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -651230.937500 Penalty: 2996.272705
	Iteration 42Q: 3 clusters Score -651230.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -651230.937500 Penalty: 2996.272705
	Iteration 43F: 3 clusters Score -651230.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Entering Unmasked Estep 
Score: -263267.812500 Penalty: 1356.560425
	Iteration 0F: 2 clusters Score -263267.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -259784.828125 Penalty: 2713.120850
	Iteration 0F: 3 clusters Score -259784.8 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -260726.140625 Penalty: 2713.120850
	Iteration 1F: 3 clusters Score -260726.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -260872.265625 Penalty: 2713.120850
	Iteration 2F: 3 clusters Score -260872.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -260971.609375 Penalty: 2713.120850
	Iteration 3F: 3 clusters Score -260971.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -261038.593750 Penalty: 2713.120850
	Iteration 4Q: 3 clusters Score -261038.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -261095.609375 Penalty: 2713.120850
	Iteration 5Q: 3 clusters Score -261095.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -261137.531250 Penalty: 2713.120850
	Iteration 6Q: 3 clusters Score -261137.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -261174.500000 Penalty: 2713.120850
	Iteration 7Q: 3 clusters Score -261174.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -261205.312500 Penalty: 2713.120850
	Iteration 8Q: 3 clusters Score -261205.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -261225.953125 Penalty: 2713.120850
	Iteration 9Q: 3 clusters Score -261226 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -261243.250000 Penalty: 2713.120850
	Iteration 10Q: 3 clusters Score -261243.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -261258.015625 Penalty: 2713.120850
	Iteration 11Q: 3 clusters Score -261258 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -261273.625000 Penalty: 2713.120850
	Iteration 12Q: 3 clusters Score -261273.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -261290.015625 Penalty: 2713.120850
	Iteration 13Q: 3 clusters Score -261290 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -261310.718750 Penalty: 2713.120850
	Iteration 14Q: 3 clusters Score -261310.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -261337.609375 Penalty: 2713.120850
	Iteration 15Q: 3 clusters Score -261337.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -261372.312500 Penalty: 2713.120850
	Iteration 16Q: 3 clusters Score -261372.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -261404.984375 Penalty: 2713.120850
	Iteration 17Q: 3 clusters Score -261405 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -261445.734375 Penalty: 2713.120850
	Iteration 18Q: 3 clusters Score -261445.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -261499.500000 Penalty: 2713.120850
	Iteration 19Q: 3 clusters Score -261499.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -261554.843750 Penalty: 2713.120850
	Iteration 20F: 3 clusters Score -261554.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -261616.140625 Penalty: 2713.120850
	Iteration 21Q: 3 clusters Score -261616.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -261671.750000 Penalty: 2713.120850
	Iteration 22Q: 3 clusters Score -261671.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -261724.921875 Penalty: 2713.120850
	Iteration 23Q: 3 clusters Score -261724.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -261782.703125 Penalty: 2713.120850
	Iteration 24Q: 3 clusters Score -261782.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -261817.234375 Penalty: 2713.120850
	Iteration 25Q: 3 clusters Score -261817.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -261851.156250 Penalty: 2713.120850
	Iteration 26Q: 3 clusters Score -261851.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -261889.078125 Penalty: 2713.120850
	Iteration 27Q: 3 clusters Score -261889.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -261922.593750 Penalty: 2713.120850
	Iteration 28Q: 3 clusters Score -261922.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -261952.578125 Penalty: 2713.120850
	Iteration 29Q: 3 clusters Score -261952.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -261979.484375 Penalty: 2713.120850
	Iteration 30Q: 3 clusters Score -261979.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -262000.968750 Penalty: 2713.120850
	Iteration 31Q: 3 clusters Score -262001 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -262019.781250 Penalty: 2713.120850
	Iteration 32Q: 3 clusters Score -262019.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -262036.968750 Penalty: 2713.120850
	Iteration 33Q: 3 clusters Score -262037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -262057.781250 Penalty: 2713.120850
	Iteration 34Q: 3 clusters Score -262057.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -262078.718750 Penalty: 2713.120850
	Iteration 35Q: 3 clusters Score -262078.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -262095.171875 Penalty: 2713.120850
	Iteration 36Q: 3 clusters Score -262095.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -262106.546875 Penalty: 2713.120850
	Iteration 37Q: 3 clusters Score -262106.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -262110.859375 Penalty: 2713.120850
	Iteration 38Q: 3 clusters Score -262110.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -262114.234375 Penalty: 2713.120850
	Iteration 39Q: 3 clusters Score -262114.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -262115.468750 Penalty: 2713.120850
	Iteration 40F: 3 clusters Score -262115.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -262117.093750 Penalty: 2713.120850
	Iteration 41Q: 3 clusters Score -262117.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -262119.031250 Penalty: 2713.120850
	Iteration 42Q: 3 clusters Score -262119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -262123.000000 Penalty: 2713.120850
	Iteration 43Q: 3 clusters Score -262123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -262125.718750 Penalty: 2713.120850
	Iteration 44Q: 3 clusters Score -262125.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -262127.031250 Penalty: 2713.120850
	Iteration 45Q: 3 clusters Score -262127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -262128.453125 Penalty: 2713.120850
	Iteration 46Q: 3 clusters Score -262128.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -262132.453125 Penalty: 2713.120850
	Iteration 47Q: 3 clusters Score -262132.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -262132.937500 Penalty: 2713.120850
	Iteration 48Q: 3 clusters Score -262132.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -262136.937500 Penalty: 2713.120850
	Iteration 49Q: 3 clusters Score -262136.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -262138.578125 Penalty: 2713.120850
	Iteration 50Q: 3 clusters Score -262138.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -262139.609375 Penalty: 2713.120850
	Iteration 51Q: 3 clusters Score -262139.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -262139.609375 Penalty: 2713.120850
	Iteration 52F: 3 clusters Score -262139.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Entering Unmasked Estep 
Score: -249181.078125 Penalty: 1369.750732
	Iteration 0F: 2 clusters Score -249181.1 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 2294 members 
Entering Unmasked Estep 
Score: -245434.812500 Penalty: 2739.501465
	Iteration 0F: 3 clusters Score -245434.8 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -246520.125000 Penalty: 2739.501465
	Iteration 1F: 3 clusters Score -246520.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -246718.203125 Penalty: 2739.501465
	Iteration 2F: 3 clusters Score -246718.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -246852.593750 Penalty: 2739.501465
	Iteration 3Q: 3 clusters Score -246852.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -246990.531250 Penalty: 2739.501465
	Iteration 4Q: 3 clusters Score -246990.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -247156.234375 Penalty: 2739.501465
	Iteration 5Q: 3 clusters Score -247156.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -247348.718750 Penalty: 2739.501465
	Iteration 6F: 3 clusters Score -247348.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -247527.421875 Penalty: 2739.501465
	Iteration 7F: 3 clusters Score -247527.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -247677.468750 Penalty: 2739.501465
	Iteration 8Q: 3 clusters Score -247677.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -247792.453125 Penalty: 2739.501465
	Iteration 9Q: 3 clusters Score -247792.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -247869.015625 Penalty: 2739.501465
	Iteration 10Q: 3 clusters Score -247869 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -247914.656250 Penalty: 2739.501465
	Iteration 11Q: 3 clusters Score -247914.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -247948.859375 Penalty: 2739.501465
	Iteration 12Q: 3 clusters Score -247948.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -247976.484375 Penalty: 2739.501465
	Iteration 13Q: 3 clusters Score -247976.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -248002.421875 Penalty: 2739.501465
	Iteration 14Q: 3 clusters Score -248002.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -248020.218750 Penalty: 2739.501465
	Iteration 15Q: 3 clusters Score -248020.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -248034.812500 Penalty: 2739.501465
	Iteration 16Q: 3 clusters Score -248034.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -248046.140625 Penalty: 2739.501465
	Iteration 17Q: 3 clusters Score -248046.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -248057.406250 Penalty: 2739.501465
	Iteration 18Q: 3 clusters Score -248057.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -248068.703125 Penalty: 2739.501465
	Iteration 19Q: 3 clusters Score -248068.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -248080.453125 Penalty: 2739.501465
	Iteration 20F: 3 clusters Score -248080.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -248095.531250 Penalty: 2739.501465
	Iteration 21Q: 3 clusters Score -248095.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -248113.750000 Penalty: 2739.501465
	Iteration 22Q: 3 clusters Score -248113.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -248146.093750 Penalty: 2739.501465
	Iteration 23Q: 3 clusters Score -248146.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -248168.671875 Penalty: 2739.501465
	Iteration 24Q: 3 clusters Score -248168.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -248188.765625 Penalty: 2739.501465
	Iteration 25Q: 3 clusters Score -248188.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -248218.156250 Penalty: 2739.501465
	Iteration 26Q: 3 clusters Score -248218.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -248249.578125 Penalty: 2739.501465
	Iteration 27Q: 3 clusters Score -248249.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -248299.078125 Penalty: 2739.501465
	Iteration 28Q: 3 clusters Score -248299.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -248350.671875 Penalty: 2739.501465
	Iteration 29Q: 3 clusters Score -248350.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -248389.515625 Penalty: 2739.501465
	Iteration 30Q: 3 clusters Score -248389.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -248425.515625 Penalty: 2739.501465
	Iteration 31Q: 3 clusters Score -248425.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -248473.437500 Penalty: 2739.501465
	Iteration 32Q: 3 clusters Score -248473.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -248526.859375 Penalty: 2739.501465
	Iteration 33Q: 3 clusters Score -248526.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -248570.500000 Penalty: 2739.501465
	Iteration 34Q: 3 clusters Score -248570.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -248601.171875 Penalty: 2739.501465
	Iteration 35Q: 3 clusters Score -248601.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -248623.203125 Penalty: 2739.501465
	Iteration 36Q: 3 clusters Score -248623.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -248641.703125 Penalty: 2739.501465
	Iteration 37Q: 3 clusters Score -248641.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -248655.828125 Penalty: 2739.501465
	Iteration 38Q: 3 clusters Score -248655.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -248660.718750 Penalty: 2739.501465
	Iteration 39Q: 3 clusters Score -248660.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -248664.218750 Penalty: 2739.501465
	Iteration 40F: 3 clusters Score -248664.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -248668.062500 Penalty: 2739.501465
	Iteration 41Q: 3 clusters Score -248668.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -248674.265625 Penalty: 2739.501465
	Iteration 42Q: 3 clusters Score -248674.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -248677.312500 Penalty: 2739.501465
	Iteration 43Q: 3 clusters Score -248677.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -248680.593750 Penalty: 2739.501465
	Iteration 44Q: 3 clusters Score -248680.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -248680.375000 Penalty: 2739.501465
	Iteration 45Q: 3 clusters Score -248680.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -248680.687500 Penalty: 2739.501465
	Iteration 46Q: 3 clusters Score -248680.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -248680.687500 Penalty: 2739.501465
	Iteration 47F: 3 clusters Score -248680.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Entering Unmasked Estep 
Score: -90673.593750 Penalty: 1202.501587
	Iteration 0F: 2 clusters Score -90673.59 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 834 members 
Entering Unmasked Estep 
Score: -88846.765625 Penalty: 2405.003174
	Iteration 0F: 3 clusters Score -88846.77 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -89244.726562 Penalty: 2405.003174
	Iteration 1F: 3 clusters Score -89244.73 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -89360.312500 Penalty: 2405.003174
	Iteration 2F: 3 clusters Score -89360.31 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -89448.101562 Penalty: 2405.003174
	Iteration 3F: 3 clusters Score -89448.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -89510.015625 Penalty: 2405.003174
	Iteration 4F: 3 clusters Score -89510.02 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -89546.789062 Penalty: 2405.003174
	Iteration 5Q: 3 clusters Score -89546.79 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -89579.281250 Penalty: 2405.003174
	Iteration 6Q: 3 clusters Score -89579.28 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -89605.468750 Penalty: 2405.003174
	Iteration 7Q: 3 clusters Score -89605.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -89630.296875 Penalty: 2405.003174
	Iteration 8Q: 3 clusters Score -89630.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -89656.570312 Penalty: 2405.003174
	Iteration 9Q: 3 clusters Score -89656.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -89683.937500 Penalty: 2405.003174
	Iteration 10Q: 3 clusters Score -89683.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -89707.515625 Penalty: 2405.003174
	Iteration 11Q: 3 clusters Score -89707.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -89722.500000 Penalty: 2405.003174
	Iteration 12Q: 3 clusters Score -89722.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -89731.929688 Penalty: 2405.003174
	Iteration 13Q: 3 clusters Score -89731.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -89743.382812 Penalty: 2405.003174
	Iteration 14Q: 3 clusters Score -89743.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -89751.000000 Penalty: 2405.003174
	Iteration 15Q: 3 clusters Score -89751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -89757.085938 Penalty: 2405.003174
	Iteration 16Q: 3 clusters Score -89757.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -89760.578125 Penalty: 2405.003174
	Iteration 17Q: 3 clusters Score -89760.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -89763.304688 Penalty: 2405.003174
	Iteration 18Q: 3 clusters Score -89763.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -89765.890625 Penalty: 2405.003174
	Iteration 19Q: 3 clusters Score -89765.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -89766.015625 Penalty: 2405.003174
	Iteration 20F: 3 clusters Score -89766.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Entering Unmasked Estep 
Score: -537747.750000 Penalty: 1476.919800
	Iteration 0F: 2 clusters Score -537747.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -531289.625000 Penalty: 2953.839600
	Iteration 0F: 3 clusters Score -531289.6 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -533289.500000 Penalty: 2953.839600
	Iteration 1F: 3 clusters Score -533289.5 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -533546.812500 Penalty: 2953.839600
	Iteration 2F: 3 clusters Score -533546.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -533777.062500 Penalty: 2953.839600
	Iteration 3F: 3 clusters Score -533777.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -534029.250000 Penalty: 2953.839600
	Iteration 4Q: 3 clusters Score -534029.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -534286.437500 Penalty: 2953.839600
	Iteration 5Q: 3 clusters Score -534286.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -534536.687500 Penalty: 2953.839600
	Iteration 6Q: 3 clusters Score -534536.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -534743.250000 Penalty: 2953.839600
	Iteration 7Q: 3 clusters Score -534743.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -534931.625000 Penalty: 2953.839600
	Iteration 8Q: 3 clusters Score -534931.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -535106.500000 Penalty: 2953.839600
	Iteration 9Q: 3 clusters Score -535106.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -535268.625000 Penalty: 2953.839600
	Iteration 10Q: 3 clusters Score -535268.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -535407.875000 Penalty: 2953.839600
	Iteration 11Q: 3 clusters Score -535407.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -535530.187500 Penalty: 2953.839600
	Iteration 12Q: 3 clusters Score -535530.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -535628.562500 Penalty: 2953.839600
	Iteration 13Q: 3 clusters Score -535628.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -535732.937500 Penalty: 2953.839600
	Iteration 14Q: 3 clusters Score -535732.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -535819.812500 Penalty: 2953.839600
	Iteration 15Q: 3 clusters Score -535819.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -535891.312500 Penalty: 2953.839600
	Iteration 16Q: 3 clusters Score -535891.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -535958.187500 Penalty: 2953.839600
	Iteration 17Q: 3 clusters Score -535958.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -536017.437500 Penalty: 2953.839600
	Iteration 18Q: 3 clusters Score -536017.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -536070.625000 Penalty: 2953.839600
	Iteration 19Q: 3 clusters Score -536070.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -536121.125000 Penalty: 2953.839600
	Iteration 20F: 3 clusters Score -536121.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -536169.812500 Penalty: 2953.839600
	Iteration 21Q: 3 clusters Score -536169.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -536214.437500 Penalty: 2953.839600
	Iteration 22Q: 3 clusters Score -536214.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -536259.500000 Penalty: 2953.839600
	Iteration 23Q: 3 clusters Score -536259.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -536304.687500 Penalty: 2953.839600
	Iteration 24Q: 3 clusters Score -536304.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -536352.875000 Penalty: 2953.839600
	Iteration 25Q: 3 clusters Score -536352.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -536390.000000 Penalty: 2953.839600
	Iteration 26Q: 3 clusters Score -536390 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -536416.000000 Penalty: 2953.839600
	Iteration 27Q: 3 clusters Score -536416 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -536440.375000 Penalty: 2953.839600
	Iteration 28Q: 3 clusters Score -536440.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -536457.250000 Penalty: 2953.839600
	Iteration 29Q: 3 clusters Score -536457.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -536465.437500 Penalty: 2953.839600
	Iteration 30Q: 3 clusters Score -536465.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -536475.250000 Penalty: 2953.839600
	Iteration 31Q: 3 clusters Score -536475.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -536484.125000 Penalty: 2953.839600
	Iteration 32Q: 3 clusters Score -536484.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -536493.562500 Penalty: 2953.839600
	Iteration 33Q: 3 clusters Score -536493.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -536499.562500 Penalty: 2953.839600
	Iteration 34Q: 3 clusters Score -536499.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -536504.812500 Penalty: 2953.839600
	Iteration 35Q: 3 clusters Score -536504.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -536510.687500 Penalty: 2953.839600
	Iteration 36Q: 3 clusters Score -536510.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -536512.125000 Penalty: 2953.839600
	Iteration 37Q: 3 clusters Score -536512.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -536513.125000 Penalty: 2953.839600
	Iteration 38Q: 3 clusters Score -536513.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -536514.125000 Penalty: 2953.839600
	Iteration 39Q: 3 clusters Score -536514.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -536517.750000 Penalty: 2953.839600
	Iteration 40F: 3 clusters Score -536517.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -536517.937500 Penalty: 2953.839600
	Iteration 41Q: 3 clusters Score -536517.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -536521.125000 Penalty: 2953.839600
	Iteration 42Q: 3 clusters Score -536521.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -536521.937500 Penalty: 2953.839600
	Iteration 43Q: 3 clusters Score -536521.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -536523.312500 Penalty: 2953.839600
	Iteration 44Q: 3 clusters Score -536523.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -536524.125000 Penalty: 2953.839600
	Iteration 45Q: 3 clusters Score -536524.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -536525.375000 Penalty: 2953.839600
	Iteration 46Q: 3 clusters Score -536525.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -536525.625000 Penalty: 2953.839600
	Iteration 47Q: 3 clusters Score -536525.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -536526.875000 Penalty: 2953.839600
	Iteration 48Q: 3 clusters Score -536526.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -536527.375000 Penalty: 2953.839600
	Iteration 49Q: 3 clusters Score -536527.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -536526.937500 Penalty: 2953.839600
	Iteration 50Q: 3 clusters Score -536526.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -536526.937500 Penalty: 2953.839600
	Iteration 51F: 3 clusters Score -536526.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (76473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76473 members 
Entering Unmasked Estep 
Score: -4804532.500000 Penalty: 1827.262573
	Iteration 0F: 2 clusters Score -4804532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -4753251.000000 Penalty: 3654.525146
	Iteration 0F: 3 clusters Score -4753251 nChanged 36376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -4774586.500000 Penalty: 3654.525146
	Iteration 1F: 3 clusters Score -4774586 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -4775961.000000 Penalty: 3654.525146
	Iteration 2Q: 3 clusters Score -4775961 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -4778513.000000 Penalty: 3654.525146
	Iteration 3F: 3 clusters Score -4778513 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54645 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -4782959.000000 Penalty: 3654.525146
	Iteration 4F: 3 clusters Score -4782959 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61151 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -4788896.500000 Penalty: 3654.525146
	Iteration 5F: 3 clusters Score -4788896 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67161 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -4794705.500000 Penalty: 3654.525146
	Iteration 6F: 3 clusters Score -4794706 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71395 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -4798608.000000 Penalty: 3654.525146
	Iteration 7F: 3 clusters Score -4798608 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73852 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -4800796.000000 Penalty: 3654.525146
	Iteration 8Q: 3 clusters Score -4800796 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75132 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -4801943.000000 Penalty: 3654.525146
	Iteration 9Q: 3 clusters Score -4801943 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75725 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4802479.000000 Penalty: 3654.525146
	Iteration 10Q: 3 clusters Score -4802479 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75966 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4802703.500000 Penalty: 3654.525146
	Iteration 11Q: 3 clusters Score -4802704 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76058 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4802818.500000 Penalty: 3654.525146
	Iteration 12Q: 3 clusters Score -4802818 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76103 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4802888.500000 Penalty: 3654.525146
	Iteration 13Q: 3 clusters Score -4802888 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76130 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4802925.500000 Penalty: 3654.525146
	Iteration 14Q: 3 clusters Score -4802926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76143 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4802942.500000 Penalty: 3654.525146
	Iteration 15Q: 3 clusters Score -4802942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76153 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4802964.500000 Penalty: 3654.525146
	Iteration 16Q: 3 clusters Score -4802964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76166 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4802981.500000 Penalty: 3654.525146
	Iteration 17Q: 3 clusters Score -4802982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76172 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4802997.000000 Penalty: 3654.525146
	Iteration 18Q: 3 clusters Score -4802997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76178 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4803003.000000 Penalty: 3654.525146
	Iteration 19Q: 3 clusters Score -4803003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76182 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4803012.500000 Penalty: 3654.525146
	Iteration 20F: 3 clusters Score -4803012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76183 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4803011.000000 Penalty: 3654.525146
	Iteration 21Q: 3 clusters Score -4803011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76185 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4803012.000000 Penalty: 3654.525146
	Iteration 22Q: 3 clusters Score -4803012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76186 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4803012.500000 Penalty: 3654.525146
	Iteration 23Q: 3 clusters Score -4803012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76186 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4803012.500000 Penalty: 3654.525146
	Iteration 24F: 3 clusters Score -4803012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Entering Unmasked Estep 
Score: -295499.937500 Penalty: 1374.058228
	Iteration 0F: 2 clusters Score -295499.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -291681.218750 Penalty: 2748.116455
	Iteration 0F: 3 clusters Score -291681.2 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -292667.125000 Penalty: 2748.116455
	Iteration 1F: 3 clusters Score -292667.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -292845.250000 Penalty: 2748.116455
	Iteration 2F: 3 clusters Score -292845.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -292976.812500 Penalty: 2748.116455
	Iteration 3F: 3 clusters Score -292976.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -293073.593750 Penalty: 2748.116455
	Iteration 4Q: 3 clusters Score -293073.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -293136.906250 Penalty: 2748.116455
	Iteration 5Q: 3 clusters Score -293136.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -293187.718750 Penalty: 2748.116455
	Iteration 6Q: 3 clusters Score -293187.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -293229.093750 Penalty: 2748.116455
	Iteration 7Q: 3 clusters Score -293229.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -293266.406250 Penalty: 2748.116455
	Iteration 8Q: 3 clusters Score -293266.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -293297.281250 Penalty: 2748.116455
	Iteration 9Q: 3 clusters Score -293297.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -293325.218750 Penalty: 2748.116455
	Iteration 10Q: 3 clusters Score -293325.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -293353.937500 Penalty: 2748.116455
	Iteration 11Q: 3 clusters Score -293353.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -293388.687500 Penalty: 2748.116455
	Iteration 12Q: 3 clusters Score -293388.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -293430.656250 Penalty: 2748.116455
	Iteration 13Q: 3 clusters Score -293430.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -293467.125000 Penalty: 2748.116455
	Iteration 14Q: 3 clusters Score -293467.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -293500.687500 Penalty: 2748.116455
	Iteration 15Q: 3 clusters Score -293500.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -293543.687500 Penalty: 2748.116455
	Iteration 16Q: 3 clusters Score -293543.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -293606.625000 Penalty: 2748.116455
	Iteration 17Q: 3 clusters Score -293606.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -293662.468750 Penalty: 2748.116455
	Iteration 18Q: 3 clusters Score -293662.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -293720.468750 Penalty: 2748.116455
	Iteration 19Q: 3 clusters Score -293720.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -293785.781250 Penalty: 2748.116455
	Iteration 20F: 3 clusters Score -293785.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -293846.031250 Penalty: 2748.116455
	Iteration 21Q: 3 clusters Score -293846 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -293892.687500 Penalty: 2748.116455
	Iteration 22Q: 3 clusters Score -293892.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -293943.593750 Penalty: 2748.116455
	Iteration 23Q: 3 clusters Score -293943.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -294000.406250 Penalty: 2748.116455
	Iteration 24Q: 3 clusters Score -294000.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -294072.656250 Penalty: 2748.116455
	Iteration 25Q: 3 clusters Score -294072.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -294144.343750 Penalty: 2748.116455
	Iteration 26Q: 3 clusters Score -294144.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -294199.125000 Penalty: 2748.116455
	Iteration 27Q: 3 clusters Score -294199.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -294239.156250 Penalty: 2748.116455
	Iteration 28Q: 3 clusters Score -294239.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -294261.906250 Penalty: 2748.116455
	Iteration 29Q: 3 clusters Score -294261.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -294278.250000 Penalty: 2748.116455
	Iteration 30Q: 3 clusters Score -294278.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -294289.156250 Penalty: 2748.116455
	Iteration 31Q: 3 clusters Score -294289.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -294302.906250 Penalty: 2748.116455
	Iteration 32Q: 3 clusters Score -294302.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -294313.375000 Penalty: 2748.116455
	Iteration 33Q: 3 clusters Score -294313.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -294324.812500 Penalty: 2748.116455
	Iteration 34Q: 3 clusters Score -294324.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -294332.562500 Penalty: 2748.116455
	Iteration 35Q: 3 clusters Score -294332.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -294340.000000 Penalty: 2748.116455
	Iteration 36Q: 3 clusters Score -294340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -294346.937500 Penalty: 2748.116455
	Iteration 37Q: 3 clusters Score -294346.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -294353.875000 Penalty: 2748.116455
	Iteration 38Q: 3 clusters Score -294353.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -294358.093750 Penalty: 2748.116455
	Iteration 39Q: 3 clusters Score -294358.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -294360.625000 Penalty: 2748.116455
	Iteration 40F: 3 clusters Score -294360.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -294361.593750 Penalty: 2748.116455
	Iteration 41Q: 3 clusters Score -294361.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -294362.500000 Penalty: 2748.116455
	Iteration 42Q: 3 clusters Score -294362.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -294362.437500 Penalty: 2748.116455
	Iteration 43Q: 3 clusters Score -294362.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -294363.343750 Penalty: 2748.116455
	Iteration 44Q: 3 clusters Score -294363.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -294363.343750 Penalty: 2748.116455
	Iteration 45F: 3 clusters Score -294363.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Entering Unmasked Estep 
Score: -462279.312500 Penalty: 1449.519897
	Iteration 0F: 2 clusters Score -462279.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -456661.250000 Penalty: 2899.039795
	Iteration 0F: 3 clusters Score -456661.2 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -458386.937500 Penalty: 2899.039795
	Iteration 1F: 3 clusters Score -458386.9 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -458787.937500 Penalty: 2899.039795
	Iteration 2F: 3 clusters Score -458787.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -459178.937500 Penalty: 2899.039795
	Iteration 3F: 3 clusters Score -459178.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -459568.281250 Penalty: 2899.039795
	Iteration 4F: 3 clusters Score -459568.3 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -459969.906250 Penalty: 2899.039795
	Iteration 5F: 3 clusters Score -459969.9 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -460348.375000 Penalty: 2899.039795
	Iteration 6F: 3 clusters Score -460348.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -460690.406250 Penalty: 2899.039795
	Iteration 7F: 3 clusters Score -460690.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -460963.625000 Penalty: 2899.039795
	Iteration 8Q: 3 clusters Score -460963.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -461166.531250 Penalty: 2899.039795
	Iteration 9Q: 3 clusters Score -461166.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -461324.218750 Penalty: 2899.039795
	Iteration 10Q: 3 clusters Score -461324.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -461426.656250 Penalty: 2899.039795
	Iteration 11Q: 3 clusters Score -461426.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -461504.718750 Penalty: 2899.039795
	Iteration 12Q: 3 clusters Score -461504.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -461564.562500 Penalty: 2899.039795
	Iteration 13Q: 3 clusters Score -461564.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -461601.281250 Penalty: 2899.039795
	Iteration 14Q: 3 clusters Score -461601.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -461631.250000 Penalty: 2899.039795
	Iteration 15Q: 3 clusters Score -461631.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -461652.031250 Penalty: 2899.039795
	Iteration 16Q: 3 clusters Score -461652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -461661.281250 Penalty: 2899.039795
	Iteration 17Q: 3 clusters Score -461661.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -461665.343750 Penalty: 2899.039795
	Iteration 18Q: 3 clusters Score -461665.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -461668.843750 Penalty: 2899.039795
	Iteration 19Q: 3 clusters Score -461668.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -461671.437500 Penalty: 2899.039795
	Iteration 20F: 3 clusters Score -461671.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -461674.875000 Penalty: 2899.039795
	Iteration 21Q: 3 clusters Score -461674.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -461676.718750 Penalty: 2899.039795
	Iteration 22Q: 3 clusters Score -461676.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -461678.125000 Penalty: 2899.039795
	Iteration 23Q: 3 clusters Score -461678.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -461678.250000 Penalty: 2899.039795
	Iteration 24Q: 3 clusters Score -461678.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -461678.843750 Penalty: 2899.039795
	Iteration 25Q: 3 clusters Score -461678.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -461679.000000 Penalty: 2899.039795
	Iteration 26Q: 3 clusters Score -461679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -461682.375000 Penalty: 2899.039795
	Iteration 27Q: 3 clusters Score -461682.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -461685.156250 Penalty: 2899.039795
	Iteration 28Q: 3 clusters Score -461685.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -461687.750000 Penalty: 2899.039795
	Iteration 29Q: 3 clusters Score -461687.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -461688.187500 Penalty: 2899.039795
	Iteration 30Q: 3 clusters Score -461688.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -461689.781250 Penalty: 2899.039795
	Iteration 31Q: 3 clusters Score -461689.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -461691.937500 Penalty: 2899.039795
	Iteration 32Q: 3 clusters Score -461691.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -461696.562500 Penalty: 2899.039795
	Iteration 33Q: 3 clusters Score -461696.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -461697.343750 Penalty: 2899.039795
	Iteration 34Q: 3 clusters Score -461697.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -461697.937500 Penalty: 2899.039795
	Iteration 35Q: 3 clusters Score -461697.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -461698.468750 Penalty: 2899.039795
	Iteration 36Q: 3 clusters Score -461698.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -461699.687500 Penalty: 2899.039795
	Iteration 37Q: 3 clusters Score -461699.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -461699.687500 Penalty: 2899.039795
	Iteration 38F: 3 clusters Score -461699.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (500288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500288 members 
Entering Unmasked Estep 
Score: -31637260.000000 Penalty: 2132.477539
	Iteration 0F: 2 clusters Score -3.163726e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249743 members 
Mstep: Class 2 contains 250545 members 
Entering Unmasked Estep 
Score: -31298670.000000 Penalty: 4264.955078
	Iteration 0F: 3 clusters Score -3.129867e+07 nChanged 245411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229996 members 
Mstep: Class 2 contains 270292 members 
Entering Unmasked Estep 
Score: -31450272.000000 Penalty: 4264.955078
	Iteration 1F: 3 clusters Score -3.145027e+07 nChanged 19525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216105 members 
Mstep: Class 2 contains 284183 members 
Entering Unmasked Estep 
Score: -31457166.000000 Penalty: 4264.955078
	Iteration 2Q: 3 clusters Score -3.145717e+07 nChanged 26888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194403 members 
Mstep: Class 2 contains 305885 members 
Entering Unmasked Estep 
Score: -31470222.000000 Penalty: 4264.955078
	Iteration 3F: 3 clusters Score -3.147022e+07 nChanged 35792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163313 members 
Mstep: Class 2 contains 336975 members 
Entering Unmasked Estep 
Score: -31494218.000000 Penalty: 4264.955078
	Iteration 4F: 3 clusters Score -3.149422e+07 nChanged 43063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124392 members 
Mstep: Class 2 contains 375896 members 
Entering Unmasked Estep 
Score: -31530190.000000 Penalty: 4264.955078
	Iteration 5F: 3 clusters Score -3.153019e+07 nChanged 42278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84920 members 
Mstep: Class 2 contains 415368 members 
Entering Unmasked Estep 
Score: -31569894.000000 Penalty: 4264.955078
	Iteration 6F: 3 clusters Score -3.156989e+07 nChanged 32036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54410 members 
Mstep: Class 2 contains 445878 members 
Entering Unmasked Estep 
Score: -31600550.000000 Penalty: 4264.955078
	Iteration 7F: 3 clusters Score -3.160055e+07 nChanged 19396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 464344 members 
Entering Unmasked Estep 
Score: -31618600.000000 Penalty: 4264.955078
	Iteration 8Q: 3 clusters Score -3.16186e+07 nChanged 10441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 473917 members 
Entering Unmasked Estep 
Score: -31627846.000000 Penalty: 4264.955078
	Iteration 9Q: 3 clusters Score -3.162785e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 479124 members 
Entering Unmasked Estep 
Score: -31632046.000000 Penalty: 4264.955078
	Iteration 10Q: 3 clusters Score -3.163205e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 482373 members 
Entering Unmasked Estep 
Score: -31634036.000000 Penalty: 4264.955078
	Iteration 11Q: 3 clusters Score -3.163404e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 484656 members 
Entering Unmasked Estep 
Score: -31635116.000000 Penalty: 4264.955078
	Iteration 12Q: 3 clusters Score -3.163512e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 486473 members 
Entering Unmasked Estep 
Score: -31635930.000000 Penalty: 4264.955078
	Iteration 13Q: 3 clusters Score -3.163593e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 487935 members 
Entering Unmasked Estep 
Score: -31636448.000000 Penalty: 4264.955078
	Iteration 14Q: 3 clusters Score -3.163645e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 489162 members 
Entering Unmasked Estep 
Score: -31636858.000000 Penalty: 4264.955078
	Iteration 15Q: 3 clusters Score -3.163686e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 490105 members 
Entering Unmasked Estep 
Score: -31637130.000000 Penalty: 4264.955078
	Iteration 16Q: 3 clusters Score -3.163713e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 490874 members 
Entering Unmasked Estep 
Score: -31637416.000000 Penalty: 4264.955078
	Iteration 17Q: 3 clusters Score -3.163742e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 491442 members 
Entering Unmasked Estep 
Score: -31637588.000000 Penalty: 4264.955078
	Iteration 18Q: 3 clusters Score -3.163759e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 491891 members 
Entering Unmasked Estep 
Score: -31637678.000000 Penalty: 4264.955078
	Iteration 19Q: 3 clusters Score -3.163768e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 492226 members 
Entering Unmasked Estep 
Score: -31637836.000000 Penalty: 4264.955078
	Iteration 20F: 3 clusters Score -3.163784e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 492488 members 
Entering Unmasked Estep 
Score: -31637894.000000 Penalty: 4264.955078
	Iteration 21Q: 3 clusters Score -3.163789e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 492735 members 
Entering Unmasked Estep 
Score: -31637886.000000 Penalty: 4264.955078
	Iteration 22Q: 3 clusters Score -3.163789e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 492931 members 
Entering Unmasked Estep 
Score: -31637984.000000 Penalty: 4264.955078
	Iteration 23Q: 3 clusters Score -3.163798e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 493086 members 
Entering Unmasked Estep 
Score: -31637970.000000 Penalty: 4264.955078
	Iteration 24Q: 3 clusters Score -3.163797e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 493208 members 
Entering Unmasked Estep 
Score: -31637984.000000 Penalty: 4264.955078
	Iteration 25Q: 3 clusters Score -3.163798e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 493309 members 
Entering Unmasked Estep 
Score: -31637984.000000 Penalty: 4264.955078
	Iteration 26Q: 3 clusters Score -3.163798e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 493390 members 
Entering Unmasked Estep 
Score: -31637974.000000 Penalty: 4264.955078
	Iteration 27Q: 3 clusters Score -3.163797e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 493454 members 
Entering Unmasked Estep 
Score: -31637910.000000 Penalty: 4264.955078
	Iteration 28Q: 3 clusters Score -3.163791e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 493513 members 
Entering Unmasked Estep 
Score: -31637938.000000 Penalty: 4264.955078
	Iteration 29Q: 3 clusters Score -3.163794e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 493550 members 
Entering Unmasked Estep 
Score: -31637982.000000 Penalty: 4264.955078
	Iteration 30Q: 3 clusters Score -3.163798e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 493591 members 
Entering Unmasked Estep 
Score: -31637924.000000 Penalty: 4264.955078
	Iteration 31Q: 3 clusters Score -3.163792e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 493624 members 
Entering Unmasked Estep 
Score: -31637912.000000 Penalty: 4264.955078
	Iteration 32Q: 3 clusters Score -3.163791e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 493652 members 
Entering Unmasked Estep 
Score: -31637932.000000 Penalty: 4264.955078
	Iteration 33Q: 3 clusters Score -3.163793e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 493670 members 
Entering Unmasked Estep 
Score: -31637936.000000 Penalty: 4264.955078
	Iteration 34Q: 3 clusters Score -3.163794e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 493674 members 
Entering Unmasked Estep 
Score: -31637938.000000 Penalty: 4264.955078
	Iteration 35Q: 3 clusters Score -3.163794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 493682 members 
Entering Unmasked Estep 
Score: -31637940.000000 Penalty: 4264.955078
	Iteration 36Q: 3 clusters Score -3.163794e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 493688 members 
Entering Unmasked Estep 
Score: -31637922.000000 Penalty: 4264.955078
	Iteration 37Q: 3 clusters Score -3.163792e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 493696 members 
Entering Unmasked Estep 
Score: -31637922.000000 Penalty: 4264.955078
	Iteration 38Q: 3 clusters Score -3.163792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 493698 members 
Entering Unmasked Estep 
Score: -31637916.000000 Penalty: 4264.955078
	Iteration 39Q: 3 clusters Score -3.163792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 493695 members 
Entering Unmasked Estep 
Score: -31637912.000000 Penalty: 4264.955078
	Iteration 40F: 3 clusters Score -3.163791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 493693 members 
Entering Unmasked Estep 
Score: -31637914.000000 Penalty: 4264.955078
	Iteration 41Q: 3 clusters Score -3.163791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 493691 members 
Entering Unmasked Estep 
Score: -31637918.000000 Penalty: 4264.955078
	Iteration 42Q: 3 clusters Score -3.163792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 493691 members 
Entering Unmasked Estep 
Score: -31637918.000000 Penalty: 4264.955078
	Iteration 43Q: 3 clusters Score -3.163792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 493692 members 
Entering Unmasked Estep 
Score: -31637894.000000 Penalty: 4264.955078
	Iteration 44Q: 3 clusters Score -3.163789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 493693 members 
Entering Unmasked Estep 
Score: -31637898.000000 Penalty: 4264.955078
	Iteration 45Q: 3 clusters Score -3.16379e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 493693 members 
Entering Unmasked Estep 
Score: -31637898.000000 Penalty: 4264.955078
	Iteration 46F: 3 clusters Score -3.16379e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 26525 members 
Mstep: Class 3 contains 10090 members 
Mstep: Class 4 contains 4222 members 
Mstep: Class 5 contains 4579 members 
Mstep: Class 6 contains 1636 members 
Mstep: Class 7 contains 8855 members 
Mstep: Class 8 contains 76473 members 
Mstep: Class 9 contains 4702 members 
Mstep: Class 10 contains 7481 members 
Mstep: Class 11 contains 6595 members 
Mstep: Class 12 contains 493693 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 16 contains 3251 members 
Mstep: Class 19 contains 1453 members 
Mstep: Class 20 contains 7429 members 
Mstep: Class 21 contains 6359 members 
Mstep: Class 22 contains 9097 members 
Entering Unmasked Estep 
Score: -42196732.000000 Penalty: 39283.816406
Splitting cluster 11 changes total score from -42195972.000000 to -42196732.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 14 (1817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Entering Unmasked Estep 
Score: -126858.851562 Penalty: 1219.553101
	Iteration 0F: 2 clusters Score -126858.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -124892.921875 Penalty: 2439.106201
	Iteration 0F: 3 clusters Score -124892.9 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -125268.859375 Penalty: 2439.106201
	Iteration 1F: 3 clusters Score -125268.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -125373.265625 Penalty: 2439.106201
	Iteration 2F: 3 clusters Score -125373.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -125417.078125 Penalty: 2439.106201
	Iteration 3Q: 3 clusters Score -125417.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -125441.531250 Penalty: 2439.106201
	Iteration 4Q: 3 clusters Score -125441.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -125456.695312 Penalty: 2439.106201
	Iteration 5Q: 3 clusters Score -125456.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -125465.062500 Penalty: 2439.106201
	Iteration 6Q: 3 clusters Score -125465.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -125471.117188 Penalty: 2439.106201
	Iteration 7Q: 3 clusters Score -125471.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -125477.156250 Penalty: 2439.106201
	Iteration 8Q: 3 clusters Score -125477.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -125484.093750 Penalty: 2439.106201
	Iteration 9Q: 3 clusters Score -125484.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -125491.703125 Penalty: 2439.106201
	Iteration 10Q: 3 clusters Score -125491.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -125500.765625 Penalty: 2439.106201
	Iteration 11Q: 3 clusters Score -125500.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -125506.695312 Penalty: 2439.106201
	Iteration 12Q: 3 clusters Score -125506.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -125511.476562 Penalty: 2439.106201
	Iteration 13Q: 3 clusters Score -125511.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -125513.570312 Penalty: 2439.106201
	Iteration 14Q: 3 clusters Score -125513.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -125515.015625 Penalty: 2439.106201
	Iteration 15Q: 3 clusters Score -125515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -125515.835938 Penalty: 2439.106201
	Iteration 16Q: 3 clusters Score -125515.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -125516.000000 Penalty: 2439.106201
	Iteration 17Q: 3 clusters Score -125516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -125516.421875 Penalty: 2439.106201
	Iteration 18Q: 3 clusters Score -125516.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -125517.250000 Penalty: 2439.106201
	Iteration 19Q: 3 clusters Score -125517.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -125517.250000 Penalty: 2439.106201
	Iteration 20F: 3 clusters Score -125517.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Entering Unmasked Estep 
Score: -208480.656250 Penalty: 1314.091553
	Iteration 0F: 2 clusters Score -208480.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -205544.078125 Penalty: 2628.183105
	Iteration 0F: 3 clusters Score -205544.1 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -206262.140625 Penalty: 2628.183105
	Iteration 1F: 3 clusters Score -206262.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -206418.093750 Penalty: 2628.183105
	Iteration 2F: 3 clusters Score -206418.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -206510.203125 Penalty: 2628.183105
	Iteration 3F: 3 clusters Score -206510.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -206564.890625 Penalty: 2628.183105
	Iteration 4Q: 3 clusters Score -206564.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -206602.562500 Penalty: 2628.183105
	Iteration 5Q: 3 clusters Score -206602.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -206640.578125 Penalty: 2628.183105
	Iteration 6Q: 3 clusters Score -206640.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -206674.625000 Penalty: 2628.183105
	Iteration 7Q: 3 clusters Score -206674.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -206713.546875 Penalty: 2628.183105
	Iteration 8Q: 3 clusters Score -206713.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -206752.671875 Penalty: 2628.183105
	Iteration 9Q: 3 clusters Score -206752.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -206797.671875 Penalty: 2628.183105
	Iteration 10Q: 3 clusters Score -206797.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -206839.500000 Penalty: 2628.183105
	Iteration 11Q: 3 clusters Score -206839.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -206884.875000 Penalty: 2628.183105
	Iteration 12Q: 3 clusters Score -206884.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -206925.421875 Penalty: 2628.183105
	Iteration 13Q: 3 clusters Score -206925.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -206966.046875 Penalty: 2628.183105
	Iteration 14Q: 3 clusters Score -206966 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -207006.875000 Penalty: 2628.183105
	Iteration 15Q: 3 clusters Score -207006.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -207035.921875 Penalty: 2628.183105
	Iteration 16Q: 3 clusters Score -207035.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -207071.531250 Penalty: 2628.183105
	Iteration 17Q: 3 clusters Score -207071.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -207106.640625 Penalty: 2628.183105
	Iteration 18Q: 3 clusters Score -207106.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -207137.250000 Penalty: 2628.183105
	Iteration 19Q: 3 clusters Score -207137.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -207158.234375 Penalty: 2628.183105
	Iteration 20F: 3 clusters Score -207158.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -207176.750000 Penalty: 2628.183105
	Iteration 21Q: 3 clusters Score -207176.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -207194.078125 Penalty: 2628.183105
	Iteration 22Q: 3 clusters Score -207194.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -207218.468750 Penalty: 2628.183105
	Iteration 23Q: 3 clusters Score -207218.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -207246.484375 Penalty: 2628.183105
	Iteration 24Q: 3 clusters Score -207246.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -207267.671875 Penalty: 2628.183105
	Iteration 25Q: 3 clusters Score -207267.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -207285.312500 Penalty: 2628.183105
	Iteration 26Q: 3 clusters Score -207285.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -207296.546875 Penalty: 2628.183105
	Iteration 27Q: 3 clusters Score -207296.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -207305.734375 Penalty: 2628.183105
	Iteration 28Q: 3 clusters Score -207305.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -207313.640625 Penalty: 2628.183105
	Iteration 29Q: 3 clusters Score -207313.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -207319.171875 Penalty: 2628.183105
	Iteration 30Q: 3 clusters Score -207319.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -207320.968750 Penalty: 2628.183105
	Iteration 31Q: 3 clusters Score -207321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -207325.500000 Penalty: 2628.183105
	Iteration 32Q: 3 clusters Score -207325.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -207329.984375 Penalty: 2628.183105
	Iteration 33Q: 3 clusters Score -207330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -207334.890625 Penalty: 2628.183105
	Iteration 34Q: 3 clusters Score -207334.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -207340.968750 Penalty: 2628.183105
	Iteration 35Q: 3 clusters Score -207341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -207345.015625 Penalty: 2628.183105
	Iteration 36Q: 3 clusters Score -207345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -207347.906250 Penalty: 2628.183105
	Iteration 37Q: 3 clusters Score -207347.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -207351.265625 Penalty: 2628.183105
	Iteration 38Q: 3 clusters Score -207351.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -207352.546875 Penalty: 2628.183105
	Iteration 39Q: 3 clusters Score -207352.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -207354.250000 Penalty: 2628.183105
	Iteration 40F: 3 clusters Score -207354.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -207354.953125 Penalty: 2628.183105
	Iteration 41Q: 3 clusters Score -207355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -207355.906250 Penalty: 2628.183105
	Iteration 42Q: 3 clusters Score -207355.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -207356.343750 Penalty: 2628.183105
	Iteration 43Q: 3 clusters Score -207356.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -207356.343750 Penalty: 2628.183105
	Iteration 44F: 3 clusters Score -207356.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Entering Unmasked Estep 
Score: -90562.703125 Penalty: 1183.225098
	Iteration 0F: 2 clusters Score -90562.7 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 743 members 
Entering Unmasked Estep 
Score: -88823.953125 Penalty: 2366.450195
	Iteration 0F: 3 clusters Score -88823.95 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -89146.398438 Penalty: 2366.450195
	Iteration 1F: 3 clusters Score -89146.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -89222.750000 Penalty: 2366.450195
	Iteration 2F: 3 clusters Score -89222.75 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -89292.273438 Penalty: 2366.450195
	Iteration 3Q: 3 clusters Score -89292.27 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -89343.531250 Penalty: 2366.450195
	Iteration 4Q: 3 clusters Score -89343.53 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -89363.828125 Penalty: 2366.450195
	Iteration 5Q: 3 clusters Score -89363.83 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -89387.570312 Penalty: 2366.450195
	Iteration 6Q: 3 clusters Score -89387.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -89407.742188 Penalty: 2366.450195
	Iteration 7Q: 3 clusters Score -89407.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -89427.906250 Penalty: 2366.450195
	Iteration 8Q: 3 clusters Score -89427.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -89445.953125 Penalty: 2366.450195
	Iteration 9Q: 3 clusters Score -89445.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -89462.406250 Penalty: 2366.450195
	Iteration 10Q: 3 clusters Score -89462.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -89472.507812 Penalty: 2366.450195
	Iteration 11Q: 3 clusters Score -89472.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -89485.882812 Penalty: 2366.450195
	Iteration 12Q: 3 clusters Score -89485.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -89495.828125 Penalty: 2366.450195
	Iteration 13Q: 3 clusters Score -89495.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -89499.000000 Penalty: 2366.450195
	Iteration 14Q: 3 clusters Score -89499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -89500.695312 Penalty: 2366.450195
	Iteration 15Q: 3 clusters Score -89500.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -89502.515625 Penalty: 2366.450195
	Iteration 16Q: 3 clusters Score -89502.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -89503.078125 Penalty: 2366.450195
	Iteration 17Q: 3 clusters Score -89503.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -89503.726562 Penalty: 2366.450195
	Iteration 18Q: 3 clusters Score -89503.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -89503.726562 Penalty: 2366.450195
	Iteration 19F: 3 clusters Score -89503.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Entering Unmasked Estep 
Score: -493603.562500 Penalty: 1448.386353
	Iteration 0F: 2 clusters Score -493603.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -488073.031250 Penalty: 2896.772705
	Iteration 0F: 3 clusters Score -488073 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -489726.156250 Penalty: 2896.772705
	Iteration 1F: 3 clusters Score -489726.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -489932.156250 Penalty: 2896.772705
	Iteration 2F: 3 clusters Score -489932.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -490115.906250 Penalty: 2896.772705
	Iteration 3Q: 3 clusters Score -490115.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -490289.500000 Penalty: 2896.772705
	Iteration 4Q: 3 clusters Score -490289.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -490484.968750 Penalty: 2896.772705
	Iteration 5Q: 3 clusters Score -490485 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -490687.000000 Penalty: 2896.772705
	Iteration 6Q: 3 clusters Score -490687 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -490938.281250 Penalty: 2896.772705
	Iteration 7Q: 3 clusters Score -490938.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -491216.968750 Penalty: 2896.772705
	Iteration 8Q: 3 clusters Score -491217 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -491515.031250 Penalty: 2896.772705
	Iteration 9F: 3 clusters Score -491515 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -491771.093750 Penalty: 2896.772705
	Iteration 10Q: 3 clusters Score -491771.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -491973.593750 Penalty: 2896.772705
	Iteration 11Q: 3 clusters Score -491973.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -492141.062500 Penalty: 2896.772705
	Iteration 12Q: 3 clusters Score -492141.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -492272.156250 Penalty: 2896.772705
	Iteration 13Q: 3 clusters Score -492272.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -492392.937500 Penalty: 2896.772705
	Iteration 14Q: 3 clusters Score -492392.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -492537.062500 Penalty: 2896.772705
	Iteration 15Q: 3 clusters Score -492537.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -492697.343750 Penalty: 2896.772705
	Iteration 16Q: 3 clusters Score -492697.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -492868.531250 Penalty: 2896.772705
	Iteration 17Q: 3 clusters Score -492868.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -493013.906250 Penalty: 2896.772705
	Iteration 18Q: 3 clusters Score -493013.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -493106.343750 Penalty: 2896.772705
	Iteration 19Q: 3 clusters Score -493106.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -493185.500000 Penalty: 2896.772705
	Iteration 20F: 3 clusters Score -493185.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -493218.375000 Penalty: 2896.772705
	Iteration 21Q: 3 clusters Score -493218.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -493240.218750 Penalty: 2896.772705
	Iteration 22Q: 3 clusters Score -493240.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -493251.531250 Penalty: 2896.772705
	Iteration 23Q: 3 clusters Score -493251.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -493263.906250 Penalty: 2896.772705
	Iteration 24Q: 3 clusters Score -493263.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -493271.625000 Penalty: 2896.772705
	Iteration 25Q: 3 clusters Score -493271.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -493276.593750 Penalty: 2896.772705
	Iteration 26Q: 3 clusters Score -493276.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -493281.750000 Penalty: 2896.772705
	Iteration 27Q: 3 clusters Score -493281.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -493285.937500 Penalty: 2896.772705
	Iteration 28Q: 3 clusters Score -493285.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -493291.062500 Penalty: 2896.772705
	Iteration 29Q: 3 clusters Score -493291.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -493291.812500 Penalty: 2896.772705
	Iteration 30Q: 3 clusters Score -493291.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -493293.343750 Penalty: 2896.772705
	Iteration 31Q: 3 clusters Score -493293.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -493295.437500 Penalty: 2896.772705
	Iteration 32Q: 3 clusters Score -493295.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -493296.218750 Penalty: 2896.772705
	Iteration 33Q: 3 clusters Score -493296.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -493295.937500 Penalty: 2896.772705
	Iteration 34Q: 3 clusters Score -493295.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -493296.250000 Penalty: 2896.772705
	Iteration 35Q: 3 clusters Score -493296.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -493297.312500 Penalty: 2896.772705
	Iteration 36Q: 3 clusters Score -493297.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -493298.000000 Penalty: 2896.772705
	Iteration 37Q: 3 clusters Score -493298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -493299.531250 Penalty: 2896.772705
	Iteration 38Q: 3 clusters Score -493299.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -493298.687500 Penalty: 2896.772705
	Iteration 39Q: 3 clusters Score -493298.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -493300.031250 Penalty: 2896.772705
	Iteration 40F: 3 clusters Score -493300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -493300.093750 Penalty: 2896.772705
	Iteration 41Q: 3 clusters Score -493300.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -493299.781250 Penalty: 2896.772705
	Iteration 42Q: 3 clusters Score -493299.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -493299.781250 Penalty: 2896.772705
	Iteration 43F: 3 clusters Score -493299.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Entering Unmasked Estep 
Score: -420158.250000 Penalty: 1423.114258
	Iteration 0F: 2 clusters Score -420158.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -415326.250000 Penalty: 2846.228516
	Iteration 0F: 3 clusters Score -415326.2 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -416656.406250 Penalty: 2846.228516
	Iteration 1F: 3 clusters Score -416656.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -416854.718750 Penalty: 2846.228516
	Iteration 2F: 3 clusters Score -416854.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -416983.687500 Penalty: 2846.228516
	Iteration 3F: 3 clusters Score -416983.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -417079.750000 Penalty: 2846.228516
	Iteration 4Q: 3 clusters Score -417079.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -417151.031250 Penalty: 2846.228516
	Iteration 5Q: 3 clusters Score -417151 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -417209.500000 Penalty: 2846.228516
	Iteration 6Q: 3 clusters Score -417209.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -417269.906250 Penalty: 2846.228516
	Iteration 7Q: 3 clusters Score -417269.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -417323.687500 Penalty: 2846.228516
	Iteration 8Q: 3 clusters Score -417323.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -417387.187500 Penalty: 2846.228516
	Iteration 9Q: 3 clusters Score -417387.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -417460.687500 Penalty: 2846.228516
	Iteration 10Q: 3 clusters Score -417460.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -417567.343750 Penalty: 2846.228516
	Iteration 11Q: 3 clusters Score -417567.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -417698.937500 Penalty: 2846.228516
	Iteration 12Q: 3 clusters Score -417698.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -417841.062500 Penalty: 2846.228516
	Iteration 13Q: 3 clusters Score -417841.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -417984.156250 Penalty: 2846.228516
	Iteration 14Q: 3 clusters Score -417984.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -418137.406250 Penalty: 2846.228516
	Iteration 15Q: 3 clusters Score -418137.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -418287.781250 Penalty: 2846.228516
	Iteration 16Q: 3 clusters Score -418287.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -418434.281250 Penalty: 2846.228516
	Iteration 17Q: 3 clusters Score -418434.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -418560.812500 Penalty: 2846.228516
	Iteration 18Q: 3 clusters Score -418560.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -418663.250000 Penalty: 2846.228516
	Iteration 19Q: 3 clusters Score -418663.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -418755.531250 Penalty: 2846.228516
	Iteration 20F: 3 clusters Score -418755.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -418805.906250 Penalty: 2846.228516
	Iteration 21Q: 3 clusters Score -418805.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -418838.531250 Penalty: 2846.228516
	Iteration 22Q: 3 clusters Score -418838.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -418864.593750 Penalty: 2846.228516
	Iteration 23Q: 3 clusters Score -418864.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -418878.562500 Penalty: 2846.228516
	Iteration 24Q: 3 clusters Score -418878.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -418893.125000 Penalty: 2846.228516
	Iteration 25Q: 3 clusters Score -418893.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -418906.531250 Penalty: 2846.228516
	Iteration 26Q: 3 clusters Score -418906.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -418919.312500 Penalty: 2846.228516
	Iteration 27Q: 3 clusters Score -418919.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -418929.281250 Penalty: 2846.228516
	Iteration 28Q: 3 clusters Score -418929.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -418935.250000 Penalty: 2846.228516
	Iteration 29Q: 3 clusters Score -418935.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -418940.406250 Penalty: 2846.228516
	Iteration 30Q: 3 clusters Score -418940.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -418944.156250 Penalty: 2846.228516
	Iteration 31Q: 3 clusters Score -418944.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -418946.406250 Penalty: 2846.228516
	Iteration 32Q: 3 clusters Score -418946.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -418947.750000 Penalty: 2846.228516
	Iteration 33Q: 3 clusters Score -418947.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -418948.000000 Penalty: 2846.228516
	Iteration 34Q: 3 clusters Score -418948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -418948.000000 Penalty: 2846.228516
	Iteration 35Q: 3 clusters Score -418948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -418948.000000 Penalty: 2846.228516
	Iteration 36F: 3 clusters Score -418948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Entering Unmasked Estep 
Score: -534647.250000 Penalty: 1481.301270
	Iteration 0F: 2 clusters Score -534647.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -528034.750000 Penalty: 2962.602539
	Iteration 0F: 3 clusters Score -528034.8 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -530271.250000 Penalty: 2962.602539
	Iteration 1F: 3 clusters Score -530271.2 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -530549.812500 Penalty: 2962.602539
	Iteration 2F: 3 clusters Score -530549.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -530740.500000 Penalty: 2962.602539
	Iteration 3F: 3 clusters Score -530740.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -530874.437500 Penalty: 2962.602539
	Iteration 4Q: 3 clusters Score -530874.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -530980.062500 Penalty: 2962.602539
	Iteration 5Q: 3 clusters Score -530980.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -531068.687500 Penalty: 2962.602539
	Iteration 6Q: 3 clusters Score -531068.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -531145.812500 Penalty: 2962.602539
	Iteration 7Q: 3 clusters Score -531145.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -531222.312500 Penalty: 2962.602539
	Iteration 8Q: 3 clusters Score -531222.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -531307.250000 Penalty: 2962.602539
	Iteration 9Q: 3 clusters Score -531307.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -531387.750000 Penalty: 2962.602539
	Iteration 10Q: 3 clusters Score -531387.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -531453.625000 Penalty: 2962.602539
	Iteration 11Q: 3 clusters Score -531453.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -531515.750000 Penalty: 2962.602539
	Iteration 12Q: 3 clusters Score -531515.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -531580.687500 Penalty: 2962.602539
	Iteration 13Q: 3 clusters Score -531580.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -531664.375000 Penalty: 2962.602539
	Iteration 14Q: 3 clusters Score -531664.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -531766.875000 Penalty: 2962.602539
	Iteration 15Q: 3 clusters Score -531766.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -531858.375000 Penalty: 2962.602539
	Iteration 16Q: 3 clusters Score -531858.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -531929.625000 Penalty: 2962.602539
	Iteration 17Q: 3 clusters Score -531929.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -531994.812500 Penalty: 2962.602539
	Iteration 18Q: 3 clusters Score -531994.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -532050.500000 Penalty: 2962.602539
	Iteration 19Q: 3 clusters Score -532050.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -532093.500000 Penalty: 2962.602539
	Iteration 20F: 3 clusters Score -532093.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -532134.812500 Penalty: 2962.602539
	Iteration 21Q: 3 clusters Score -532134.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -532168.187500 Penalty: 2962.602539
	Iteration 22Q: 3 clusters Score -532168.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -532196.687500 Penalty: 2962.602539
	Iteration 23Q: 3 clusters Score -532196.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -532219.625000 Penalty: 2962.602539
	Iteration 24Q: 3 clusters Score -532219.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -532235.750000 Penalty: 2962.602539
	Iteration 25Q: 3 clusters Score -532235.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -532249.125000 Penalty: 2962.602539
	Iteration 26Q: 3 clusters Score -532249.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -532264.625000 Penalty: 2962.602539
	Iteration 27Q: 3 clusters Score -532264.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -532278.437500 Penalty: 2962.602539
	Iteration 28Q: 3 clusters Score -532278.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -532296.375000 Penalty: 2962.602539
	Iteration 29Q: 3 clusters Score -532296.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -532314.937500 Penalty: 2962.602539
	Iteration 30Q: 3 clusters Score -532314.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -532329.125000 Penalty: 2962.602539
	Iteration 31Q: 3 clusters Score -532329.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -532345.375000 Penalty: 2962.602539
	Iteration 32Q: 3 clusters Score -532345.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -532360.500000 Penalty: 2962.602539
	Iteration 33Q: 3 clusters Score -532360.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -532371.937500 Penalty: 2962.602539
	Iteration 34Q: 3 clusters Score -532371.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -532383.500000 Penalty: 2962.602539
	Iteration 35Q: 3 clusters Score -532383.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -532396.312500 Penalty: 2962.602539
	Iteration 36Q: 3 clusters Score -532396.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -532413.062500 Penalty: 2962.602539
	Iteration 37Q: 3 clusters Score -532413.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -532432.000000 Penalty: 2962.602539
	Iteration 38Q: 3 clusters Score -532432 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -532457.937500 Penalty: 2962.602539
	Iteration 39Q: 3 clusters Score -532457.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -532479.937500 Penalty: 2962.602539
	Iteration 40F: 3 clusters Score -532479.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -532495.125000 Penalty: 2962.602539
	Iteration 41Q: 3 clusters Score -532495.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -532508.000000 Penalty: 2962.602539
	Iteration 42Q: 3 clusters Score -532508 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -532519.500000 Penalty: 2962.602539
	Iteration 43Q: 3 clusters Score -532519.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -532528.562500 Penalty: 2962.602539
	Iteration 44Q: 3 clusters Score -532528.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -532533.562500 Penalty: 2962.602539
	Iteration 45Q: 3 clusters Score -532533.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -532541.000000 Penalty: 2962.602539
	Iteration 46Q: 3 clusters Score -532541 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -532548.937500 Penalty: 2962.602539
	Iteration 47Q: 3 clusters Score -532548.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -532556.062500 Penalty: 2962.602539
	Iteration 48Q: 3 clusters Score -532556.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -532569.062500 Penalty: 2962.602539
	Iteration 49Q: 3 clusters Score -532569.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -532582.812500 Penalty: 2962.602539
	Iteration 50Q: 3 clusters Score -532582.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -532597.062500 Penalty: 2962.602539
	Iteration 51Q: 3 clusters Score -532597.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -532610.812500 Penalty: 2962.602539
	Iteration 52Q: 3 clusters Score -532610.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -532630.062500 Penalty: 2962.602539
	Iteration 53Q: 3 clusters Score -532630.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -532645.375000 Penalty: 2962.602539
	Iteration 54Q: 3 clusters Score -532645.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -532660.562500 Penalty: 2962.602539
	Iteration 55Q: 3 clusters Score -532660.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -532678.250000 Penalty: 2962.602539
	Iteration 56Q: 3 clusters Score -532678.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -532693.937500 Penalty: 2962.602539
	Iteration 57Q: 3 clusters Score -532693.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -532716.000000 Penalty: 2962.602539
	Iteration 58Q: 3 clusters Score -532716 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -532740.625000 Penalty: 2962.602539
	Iteration 59Q: 3 clusters Score -532740.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -532772.875000 Penalty: 2962.602539
	Iteration 60F: 3 clusters Score -532772.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -532803.687500 Penalty: 2962.602539
	Iteration 61Q: 3 clusters Score -532803.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -532831.875000 Penalty: 2962.602539
	Iteration 62Q: 3 clusters Score -532831.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -532857.875000 Penalty: 2962.602539
	Iteration 63Q: 3 clusters Score -532857.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -532880.500000 Penalty: 2962.602539
	Iteration 64Q: 3 clusters Score -532880.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -532896.750000 Penalty: 2962.602539
	Iteration 65Q: 3 clusters Score -532896.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -532909.687500 Penalty: 2962.602539
	Iteration 66Q: 3 clusters Score -532909.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -532928.687500 Penalty: 2962.602539
	Iteration 67Q: 3 clusters Score -532928.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -532949.812500 Penalty: 2962.602539
	Iteration 68Q: 3 clusters Score -532949.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -532970.312500 Penalty: 2962.602539
	Iteration 69Q: 3 clusters Score -532970.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -532991.375000 Penalty: 2962.602539
	Iteration 70Q: 3 clusters Score -532991.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -533014.687500 Penalty: 2962.602539
	Iteration 71Q: 3 clusters Score -533014.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -533031.125000 Penalty: 2962.602539
	Iteration 72Q: 3 clusters Score -533031.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -533047.625000 Penalty: 2962.602539
	Iteration 73Q: 3 clusters Score -533047.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -533055.937500 Penalty: 2962.602539
	Iteration 74Q: 3 clusters Score -533055.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -533067.187500 Penalty: 2962.602539
	Iteration 75Q: 3 clusters Score -533067.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -533079.187500 Penalty: 2962.602539
	Iteration 76Q: 3 clusters Score -533079.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -533089.500000 Penalty: 2962.602539
	Iteration 77Q: 3 clusters Score -533089.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -533098.750000 Penalty: 2962.602539
	Iteration 78Q: 3 clusters Score -533098.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -533103.500000 Penalty: 2962.602539
	Iteration 79Q: 3 clusters Score -533103.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -533108.562500 Penalty: 2962.602539
	Iteration 80F: 3 clusters Score -533108.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -533117.437500 Penalty: 2962.602539
	Iteration 81Q: 3 clusters Score -533117.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -533123.562500 Penalty: 2962.602539
	Iteration 82Q: 3 clusters Score -533123.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -533135.250000 Penalty: 2962.602539
	Iteration 83Q: 3 clusters Score -533135.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -533151.687500 Penalty: 2962.602539
	Iteration 84Q: 3 clusters Score -533151.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -533165.687500 Penalty: 2962.602539
	Iteration 85Q: 3 clusters Score -533165.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -533179.437500 Penalty: 2962.602539
	Iteration 86Q: 3 clusters Score -533179.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -533194.687500 Penalty: 2962.602539
	Iteration 87Q: 3 clusters Score -533194.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -533209.687500 Penalty: 2962.602539
	Iteration 88Q: 3 clusters Score -533209.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -533221.562500 Penalty: 2962.602539
	Iteration 89Q: 3 clusters Score -533221.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -533237.250000 Penalty: 2962.602539
	Iteration 90Q: 3 clusters Score -533237.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -533247.437500 Penalty: 2962.602539
	Iteration 91Q: 3 clusters Score -533247.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -533257.687500 Penalty: 2962.602539
	Iteration 92Q: 3 clusters Score -533257.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -533272.500000 Penalty: 2962.602539
	Iteration 93Q: 3 clusters Score -533272.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -533285.375000 Penalty: 2962.602539
	Iteration 94Q: 3 clusters Score -533285.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -533295.187500 Penalty: 2962.602539
	Iteration 95Q: 3 clusters Score -533295.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -533306.937500 Penalty: 2962.602539
	Iteration 96Q: 3 clusters Score -533306.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -533316.875000 Penalty: 2962.602539
	Iteration 97Q: 3 clusters Score -533316.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -533326.937500 Penalty: 2962.602539
	Iteration 98Q: 3 clusters Score -533326.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -533335.750000 Penalty: 2962.602539
	Iteration 99Q: 3 clusters Score -533335.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -533343.812500 Penalty: 2962.602539
	Iteration 100F: 3 clusters Score -533343.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -533351.625000 Penalty: 2962.602539
	Iteration 101Q: 3 clusters Score -533351.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -533357.312500 Penalty: 2962.602539
	Iteration 102Q: 3 clusters Score -533357.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -533359.750000 Penalty: 2962.602539
	Iteration 103Q: 3 clusters Score -533359.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -533362.375000 Penalty: 2962.602539
	Iteration 104Q: 3 clusters Score -533362.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -533365.250000 Penalty: 2962.602539
	Iteration 105Q: 3 clusters Score -533365.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -533369.187500 Penalty: 2962.602539
	Iteration 106Q: 3 clusters Score -533369.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -533376.312500 Penalty: 2962.602539
	Iteration 107Q: 3 clusters Score -533376.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -533382.562500 Penalty: 2962.602539
	Iteration 108Q: 3 clusters Score -533382.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -533392.750000 Penalty: 2962.602539
	Iteration 109Q: 3 clusters Score -533392.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -533406.125000 Penalty: 2962.602539
	Iteration 110Q: 3 clusters Score -533406.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -533421.312500 Penalty: 2962.602539
	Iteration 111Q: 3 clusters Score -533421.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -533438.625000 Penalty: 2962.602539
	Iteration 112Q: 3 clusters Score -533438.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -533454.750000 Penalty: 2962.602539
	Iteration 113Q: 3 clusters Score -533454.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -533471.937500 Penalty: 2962.602539
	Iteration 114Q: 3 clusters Score -533471.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -533484.312500 Penalty: 2962.602539
	Iteration 115Q: 3 clusters Score -533484.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -533492.437500 Penalty: 2962.602539
	Iteration 116Q: 3 clusters Score -533492.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -533497.250000 Penalty: 2962.602539
	Iteration 117Q: 3 clusters Score -533497.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -533506.187500 Penalty: 2962.602539
	Iteration 118Q: 3 clusters Score -533506.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -533509.187500 Penalty: 2962.602539
	Iteration 119Q: 3 clusters Score -533509.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -533514.187500 Penalty: 2962.602539
	Iteration 120F: 3 clusters Score -533514.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -533516.562500 Penalty: 2962.602539
	Iteration 121Q: 3 clusters Score -533516.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -533518.875000 Penalty: 2962.602539
	Iteration 122Q: 3 clusters Score -533518.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -533523.250000 Penalty: 2962.602539
	Iteration 123Q: 3 clusters Score -533523.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -533527.687500 Penalty: 2962.602539
	Iteration 124Q: 3 clusters Score -533527.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -533531.750000 Penalty: 2962.602539
	Iteration 125Q: 3 clusters Score -533531.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -533535.875000 Penalty: 2962.602539
	Iteration 126Q: 3 clusters Score -533535.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -533541.437500 Penalty: 2962.602539
	Iteration 127Q: 3 clusters Score -533541.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -533547.375000 Penalty: 2962.602539
	Iteration 128Q: 3 clusters Score -533547.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -533552.187500 Penalty: 2962.602539
	Iteration 129Q: 3 clusters Score -533552.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -533555.125000 Penalty: 2962.602539
	Iteration 130Q: 3 clusters Score -533555.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -533556.937500 Penalty: 2962.602539
	Iteration 131Q: 3 clusters Score -533556.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -533557.625000 Penalty: 2962.602539
	Iteration 132Q: 3 clusters Score -533557.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -533558.062500 Penalty: 2962.602539
	Iteration 133Q: 3 clusters Score -533558.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -533558.687500 Penalty: 2962.602539
	Iteration 134Q: 3 clusters Score -533558.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -533559.125000 Penalty: 2962.602539
	Iteration 135Q: 3 clusters Score -533559.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -533558.687500 Penalty: 2962.602539
	Iteration 136Q: 3 clusters Score -533558.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -533559.125000 Penalty: 2962.602539
	Iteration 137Q: 3 clusters Score -533559.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -533559.250000 Penalty: 2962.602539
	Iteration 138Q: 3 clusters Score -533559.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -533560.937500 Penalty: 2962.602539
	Iteration 139Q: 3 clusters Score -533560.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -533562.062500 Penalty: 2962.602539
	Iteration 140F: 3 clusters Score -533562.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -533562.187500 Penalty: 2962.602539
	Iteration 141Q: 3 clusters Score -533562.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -533562.187500 Penalty: 2962.602539
	Iteration 142F: 3 clusters Score -533562.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 26525 members 
Mstep: Class 3 contains 10090 members 
Mstep: Class 4 contains 4222 members 
Mstep: Class 5 contains 4579 members 
Mstep: Class 6 contains 1636 members 
Mstep: Class 7 contains 8855 members 
Mstep: Class 8 contains 76473 members 
Mstep: Class 9 contains 4702 members 
Mstep: Class 10 contains 7481 members 
Mstep: Class 11 contains 6595 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 16 contains 3251 members 
Mstep: Class 19 contains 1453 members 
Mstep: Class 20 contains 7429 members 
Mstep: Class 21 contains 6359 members 
Mstep: Class 22 contains 9097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197040.000000 Penalty: 39283.816406
Iteration 79Q: 19 clusters Score -4.219704e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 26778 members 
Mstep: Class 3 contains 10122 members 
Mstep: Class 4 contains 4231 members 
Mstep: Class 5 contains 4627 members 
Mstep: Class 6 contains 1634 members 
Mstep: Class 7 contains 8826 members 
Mstep: Class 8 contains 76510 members 
Mstep: Class 9 contains 4730 members 
Mstep: Class 10 contains 7495 members 
Mstep: Class 11 contains 6732 members 
Mstep: Class 12 contains 492974 members 
Mstep: Class 14 contains 1807 members 
Mstep: Class 16 contains 3287 members 
Mstep: Class 19 contains 1453 members 
Mstep: Class 20 contains 7511 members 
Mstep: Class 21 contains 6383 members 
Mstep: Class 22 contains 9136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197224.000000 Penalty: 39283.816406
Iteration 80F: 19 clusters Score -4.219722e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 26895 members 
Mstep: Class 3 contains 10102 members 
Mstep: Class 4 contains 4234 members 
Mstep: Class 5 contains 4663 members 
Mstep: Class 6 contains 1641 members 
Mstep: Class 7 contains 8792 members 
Mstep: Class 8 contains 76521 members 
Mstep: Class 9 contains 4746 members 
Mstep: Class 10 contains 7497 members 
Mstep: Class 11 contains 6797 members 
Mstep: Class 12 contains 492729 members 
Mstep: Class 14 contains 1776 members 
Mstep: Class 16 contains 3295 members 
Mstep: Class 19 contains 1454 members 
Mstep: Class 20 contains 7563 members 
Mstep: Class 21 contains 6384 members 
Mstep: Class 22 contains 9142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197372.000000 Penalty: 39283.816406
Iteration 81Q: 19 clusters Score -4.219737e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 27004 members 
Mstep: Class 3 contains 10103 members 
Mstep: Class 4 contains 4240 members 
Mstep: Class 5 contains 4720 members 
Mstep: Class 6 contains 1641 members 
Mstep: Class 7 contains 8764 members 
Mstep: Class 8 contains 76528 members 
Mstep: Class 9 contains 4755 members 
Mstep: Class 10 contains 7506 members 
Mstep: Class 11 contains 6844 members 
Mstep: Class 12 contains 492484 members 
Mstep: Class 14 contains 1753 members 
Mstep: Class 16 contains 3304 members 
Mstep: Class 19 contains 1456 members 
Mstep: Class 20 contains 7598 members 
Mstep: Class 21 contains 6387 members 
Mstep: Class 22 contains 9139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197500.000000 Penalty: 39283.816406
Iteration 82Q: 19 clusters Score -4.21975e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 27118 members 
Mstep: Class 3 contains 10117 members 
Mstep: Class 4 contains 4234 members 
Mstep: Class 5 contains 4776 members 
Mstep: Class 6 contains 1642 members 
Mstep: Class 7 contains 8734 members 
Mstep: Class 8 contains 76540 members 
Mstep: Class 9 contains 4773 members 
Mstep: Class 10 contains 7518 members 
Mstep: Class 11 contains 6869 members 
Mstep: Class 12 contains 492271 members 
Mstep: Class 14 contains 1733 members 
Mstep: Class 16 contains 3317 members 
Mstep: Class 19 contains 1458 members 
Mstep: Class 20 contains 7624 members 
Mstep: Class 21 contains 6387 members 
Mstep: Class 22 contains 9111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2175.301758 but Gain 2182.433594
Score: -42197516.000000 Penalty: 37101.382812
Iteration 83Q: 18 clusters Score -4.219752e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 27209 members 
Mstep: Class 3 contains 10255 members 
Mstep: Class 4 contains 4242 members 
Mstep: Class 5 contains 4819 members 
Mstep: Class 6 contains 1641 members 
Mstep: Class 7 contains 8702 members 
Mstep: Class 8 contains 76542 members 
Mstep: Class 9 contains 4804 members 
Mstep: Class 10 contains 7522 members 
Mstep: Class 11 contains 6887 members 
Mstep: Class 12 contains 493552 members 
Mstep: Class 16 contains 3321 members 
Mstep: Class 19 contains 1461 members 
Mstep: Class 20 contains 7639 members 
Mstep: Class 21 contains 6532 members 
Mstep: Class 22 contains 9095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42199272.000000 Penalty: 37101.382812
Iteration 84Q: 18 clusters Score -4.219927e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 27314 members 
Mstep: Class 3 contains 10320 members 
Mstep: Class 4 contains 4243 members 
Mstep: Class 5 contains 4856 members 
Mstep: Class 6 contains 1646 members 
Mstep: Class 7 contains 8671 members 
Mstep: Class 8 contains 76555 members 
Mstep: Class 9 contains 4801 members 
Mstep: Class 10 contains 7530 members 
Mstep: Class 11 contains 6914 members 
Mstep: Class 12 contains 493276 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 19 contains 1464 members 
Mstep: Class 20 contains 7663 members 
Mstep: Class 21 contains 6567 members 
Mstep: Class 22 contains 9071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42199360.000000 Penalty: 37101.382812
Iteration 85Q: 18 clusters Score -4.219936e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 27396 members 
Mstep: Class 3 contains 10369 members 
Mstep: Class 4 contains 4246 members 
Mstep: Class 5 contains 4892 members 
Mstep: Class 6 contains 1648 members 
Mstep: Class 7 contains 8638 members 
Mstep: Class 8 contains 76552 members 
Mstep: Class 9 contains 4805 members 
Mstep: Class 10 contains 7534 members 
Mstep: Class 11 contains 6938 members 
Mstep: Class 12 contains 493048 members 
Mstep: Class 16 contains 3325 members 
Mstep: Class 19 contains 1466 members 
Mstep: Class 20 contains 7687 members 
Mstep: Class 21 contains 6610 members 
Mstep: Class 22 contains 9052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42199444.000000 Penalty: 37101.382812
Iteration 86Q: 18 clusters Score -4.219944e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 27463 members 
Mstep: Class 3 contains 10409 members 
Mstep: Class 4 contains 4251 members 
Mstep: Class 5 contains 4922 members 
Mstep: Class 6 contains 1647 members 
Mstep: Class 7 contains 8609 members 
Mstep: Class 8 contains 76567 members 
Mstep: Class 9 contains 4816 members 
Mstep: Class 10 contains 7543 members 
Mstep: Class 11 contains 6958 members 
Mstep: Class 12 contains 492843 members 
Mstep: Class 16 contains 3327 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 7710 members 
Mstep: Class 21 contains 6652 members 
Mstep: Class 22 contains 9013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42199512.000000 Penalty: 37101.382812
Iteration 87Q: 18 clusters Score -4.219951e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 27541 members 
Mstep: Class 3 contains 10432 members 
Mstep: Class 4 contains 4259 members 
Mstep: Class 5 contains 4958 members 
Mstep: Class 6 contains 1649 members 
Mstep: Class 7 contains 8598 members 
Mstep: Class 8 contains 76580 members 
Mstep: Class 9 contains 4810 members 
Mstep: Class 10 contains 7545 members 
Mstep: Class 11 contains 6977 members 
Mstep: Class 12 contains 492621 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 19 contains 1470 members 
Mstep: Class 20 contains 7734 members 
Mstep: Class 21 contains 6707 members 
Mstep: Class 22 contains 8982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42199476.000000 Penalty: 37101.382812
Iteration 88Q: 18 clusters Score -4.219948e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 27605 members 
Mstep: Class 3 contains 10457 members 
Mstep: Class 4 contains 4259 members 
Mstep: Class 5 contains 4995 members 
Mstep: Class 6 contains 1649 members 
Mstep: Class 7 contains 8581 members 
Mstep: Class 8 contains 76599 members 
Mstep: Class 9 contains 4804 members 
Mstep: Class 10 contains 7560 members 
Mstep: Class 11 contains 6987 members 
Mstep: Class 12 contains 492418 members 
Mstep: Class 16 contains 3334 members 
Mstep: Class 19 contains 1471 members 
Mstep: Class 20 contains 7753 members 
Mstep: Class 21 contains 6767 members 
Mstep: Class 22 contains 8955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42199464.000000 Penalty: 37101.382812
Iteration 89Q: 18 clusters Score -4.219946e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 27661 members 
Mstep: Class 3 contains 10462 members 
Mstep: Class 4 contains 4261 members 
Mstep: Class 5 contains 5029 members 
Mstep: Class 6 contains 1650 members 
Mstep: Class 7 contains 8561 members 
Mstep: Class 8 contains 76609 members 
Mstep: Class 9 contains 4825 members 
Mstep: Class 10 contains 7575 members 
Mstep: Class 11 contains 6994 members 
Mstep: Class 12 contains 492231 members 
Mstep: Class 16 contains 3338 members 
Mstep: Class 19 contains 1471 members 
Mstep: Class 20 contains 7768 members 
Mstep: Class 21 contains 6836 members 
Mstep: Class 22 contains 8923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42199516.000000 Penalty: 37101.382812
Iteration 90Q: 18 clusters Score -4.219952e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 27717 members 
Mstep: Class 3 contains 10495 members 
Mstep: Class 4 contains 4264 members 
Mstep: Class 5 contains 5060 members 
Mstep: Class 6 contains 1653 members 
Mstep: Class 7 contains 8535 members 
Mstep: Class 8 contains 76614 members 
Mstep: Class 9 contains 4848 members 
Mstep: Class 10 contains 7583 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 492019 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 19 contains 1471 members 
Mstep: Class 20 contains 7782 members 
Mstep: Class 21 contains 6904 members 
Mstep: Class 22 contains 8906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42199592.000000 Penalty: 37101.382812
Iteration 91Q: 18 clusters Score -4.219959e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 27766 members 
Mstep: Class 3 contains 10517 members 
Mstep: Class 4 contains 4263 members 
Mstep: Class 5 contains 5090 members 
Mstep: Class 6 contains 1655 members 
Mstep: Class 7 contains 8508 members 
Mstep: Class 8 contains 76617 members 
Mstep: Class 9 contains 4859 members 
Mstep: Class 10 contains 7595 members 
Mstep: Class 11 contains 7011 members 
Mstep: Class 12 contains 491827 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 19 contains 1473 members 
Mstep: Class 20 contains 7791 members 
Mstep: Class 21 contains 6979 members 
Mstep: Class 22 contains 8898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42199684.000000 Penalty: 37101.382812
Iteration 92Q: 18 clusters Score -4.219968e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 27811 members 
Mstep: Class 3 contains 10554 members 
Mstep: Class 4 contains 4264 members 
Mstep: Class 5 contains 5115 members 
Mstep: Class 6 contains 1655 members 
Mstep: Class 7 contains 8473 members 
Mstep: Class 8 contains 76623 members 
Mstep: Class 9 contains 4869 members 
Mstep: Class 10 contains 7600 members 
Mstep: Class 11 contains 7020 members 
Mstep: Class 12 contains 491661 members 
Mstep: Class 16 contains 3349 members 
Mstep: Class 19 contains 1475 members 
Mstep: Class 20 contains 7792 members 
Mstep: Class 21 contains 7048 members 
Mstep: Class 22 contains 8875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42199784.000000 Penalty: 37101.382812
Iteration 93Q: 18 clusters Score -4.219978e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 27854 members 
Mstep: Class 3 contains 10592 members 
Mstep: Class 4 contains 4259 members 
Mstep: Class 5 contains 5147 members 
Mstep: Class 6 contains 1655 members 
Mstep: Class 7 contains 8448 members 
Mstep: Class 8 contains 76614 members 
Mstep: Class 9 contains 4878 members 
Mstep: Class 10 contains 7603 members 
Mstep: Class 11 contains 7030 members 
Mstep: Class 12 contains 491483 members 
Mstep: Class 16 contains 3348 members 
Mstep: Class 19 contains 1477 members 
Mstep: Class 20 contains 7808 members 
Mstep: Class 21 contains 7125 members 
Mstep: Class 22 contains 8855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42199740.000000 Penalty: 37101.382812
Iteration 94Q: 18 clusters Score -4.219974e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 27888 members 
Mstep: Class 3 contains 10623 members 
Mstep: Class 4 contains 4252 members 
Mstep: Class 5 contains 5170 members 
Mstep: Class 6 contains 1658 members 
Mstep: Class 7 contains 8423 members 
Mstep: Class 8 contains 76607 members 
Mstep: Class 9 contains 4902 members 
Mstep: Class 10 contains 7602 members 
Mstep: Class 11 contains 7036 members 
Mstep: Class 12 contains 491318 members 
Mstep: Class 16 contains 3350 members 
Mstep: Class 19 contains 1479 members 
Mstep: Class 20 contains 7821 members 
Mstep: Class 21 contains 7203 members 
Mstep: Class 22 contains 8841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42199844.000000 Penalty: 37101.382812
Iteration 95Q: 18 clusters Score -4.219984e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 27923 members 
Mstep: Class 3 contains 10651 members 
Mstep: Class 4 contains 4244 members 
Mstep: Class 5 contains 5201 members 
Mstep: Class 6 contains 1659 members 
Mstep: Class 7 contains 8400 members 
Mstep: Class 8 contains 76596 members 
Mstep: Class 9 contains 4914 members 
Mstep: Class 10 contains 7605 members 
Mstep: Class 11 contains 7045 members 
Mstep: Class 12 contains 491163 members 
Mstep: Class 16 contains 3351 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 7834 members 
Mstep: Class 21 contains 7283 members 
Mstep: Class 22 contains 8820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42199820.000000 Penalty: 37101.382812
Iteration 96Q: 18 clusters Score -4.219982e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 27964 members 
Mstep: Class 3 contains 10670 members 
Mstep: Class 4 contains 4236 members 
Mstep: Class 5 contains 5224 members 
Mstep: Class 6 contains 1659 members 
Mstep: Class 7 contains 8380 members 
Mstep: Class 8 contains 76595 members 
Mstep: Class 9 contains 4933 members 
Mstep: Class 10 contains 7610 members 
Mstep: Class 11 contains 7054 members 
Mstep: Class 12 contains 490985 members 
Mstep: Class 16 contains 3355 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 7849 members 
Mstep: Class 21 contains 7366 members 
Mstep: Class 22 contains 8804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42199860.000000 Penalty: 37101.382812
Iteration 97Q: 18 clusters Score -4.219986e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 27995 members 
Mstep: Class 3 contains 10670 members 
Mstep: Class 4 contains 4232 members 
Mstep: Class 5 contains 5254 members 
Mstep: Class 6 contains 1660 members 
Mstep: Class 7 contains 8361 members 
Mstep: Class 8 contains 76587 members 
Mstep: Class 9 contains 4946 members 
Mstep: Class 10 contains 7613 members 
Mstep: Class 11 contains 7063 members 
Mstep: Class 12 contains 490854 members 
Mstep: Class 16 contains 3357 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 7858 members 
Mstep: Class 21 contains 7447 members 
Mstep: Class 22 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42199912.000000 Penalty: 37101.382812
Iteration 98Q: 18 clusters Score -4.219991e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 28009 members 
Mstep: Class 3 contains 10682 members 
Mstep: Class 4 contains 4231 members 
Mstep: Class 5 contains 5274 members 
Mstep: Class 6 contains 1663 members 
Mstep: Class 7 contains 8345 members 
Mstep: Class 8 contains 76577 members 
Mstep: Class 9 contains 4955 members 
Mstep: Class 10 contains 7614 members 
Mstep: Class 11 contains 7069 members 
Mstep: Class 12 contains 490715 members 
Mstep: Class 16 contains 3364 members 
Mstep: Class 19 contains 1483 members 
Mstep: Class 20 contains 7868 members 
Mstep: Class 21 contains 7527 members 
Mstep: Class 22 contains 8779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42199828.000000 Penalty: 37101.382812
Iteration 99Q: 18 clusters Score -4.219983e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 28031 members 
Mstep: Class 3 contains 10695 members 
Mstep: Class 4 contains 4228 members 
Mstep: Class 5 contains 5289 members 
Mstep: Class 6 contains 1665 members 
Mstep: Class 7 contains 8330 members 
Mstep: Class 8 contains 76588 members 
Mstep: Class 9 contains 4970 members 
Mstep: Class 10 contains 7616 members 
Mstep: Class 11 contains 7070 members 
Mstep: Class 12 contains 490558 members 
Mstep: Class 16 contains 3367 members 
Mstep: Class 19 contains 1485 members 
Mstep: Class 20 contains 7880 members 
Mstep: Class 21 contains 7597 members 
Mstep: Class 22 contains 8779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42199836.000000 Penalty: 37101.382812
Iteration 100F: 18 clusters Score -4.219984e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 28054 members 
Mstep: Class 3 contains 10709 members 
Mstep: Class 4 contains 4222 members 
Mstep: Class 5 contains 5310 members 
Mstep: Class 6 contains 1665 members 
Mstep: Class 7 contains 8318 members 
Mstep: Class 8 contains 76588 members 
Mstep: Class 9 contains 4982 members 
Mstep: Class 10 contains 7618 members 
Mstep: Class 11 contains 7075 members 
Mstep: Class 12 contains 490400 members 
Mstep: Class 16 contains 3369 members 
Mstep: Class 19 contains 1486 members 
Mstep: Class 20 contains 7889 members 
Mstep: Class 21 contains 7681 members 
Mstep: Class 22 contains 8775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42199956.000000 Penalty: 37101.382812
Iteration 101Q: 18 clusters Score -4.219996e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 28078 members 
Mstep: Class 3 contains 10709 members 
Mstep: Class 4 contains 4219 members 
Mstep: Class 5 contains 5337 members 
Mstep: Class 6 contains 1667 members 
Mstep: Class 7 contains 8302 members 
Mstep: Class 8 contains 76578 members 
Mstep: Class 9 contains 5005 members 
Mstep: Class 10 contains 7621 members 
Mstep: Class 11 contains 7080 members 
Mstep: Class 12 contains 490260 members 
Mstep: Class 16 contains 3371 members 
Mstep: Class 19 contains 1488 members 
Mstep: Class 20 contains 7894 members 
Mstep: Class 21 contains 7752 members 
Mstep: Class 22 contains 8778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42199992.000000 Penalty: 37101.382812
Iteration 102Q: 18 clusters Score -4.219999e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 28097 members 
Mstep: Class 3 contains 10722 members 
Mstep: Class 4 contains 4207 members 
Mstep: Class 5 contains 5356 members 
Mstep: Class 6 contains 1670 members 
Mstep: Class 7 contains 8290 members 
Mstep: Class 8 contains 76572 members 
Mstep: Class 9 contains 5020 members 
Mstep: Class 10 contains 7628 members 
Mstep: Class 11 contains 7081 members 
Mstep: Class 12 contains 490113 members 
Mstep: Class 16 contains 3377 members 
Mstep: Class 19 contains 1490 members 
Mstep: Class 20 contains 7895 members 
Mstep: Class 21 contains 7829 members 
Mstep: Class 22 contains 8785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42199964.000000 Penalty: 37101.382812
Iteration 103Q: 18 clusters Score -4.219996e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 28102 members 
Mstep: Class 3 contains 10737 members 
Mstep: Class 4 contains 4203 members 
Mstep: Class 5 contains 5381 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 8283 members 
Mstep: Class 8 contains 76572 members 
Mstep: Class 9 contains 5023 members 
Mstep: Class 10 contains 7636 members 
Mstep: Class 11 contains 7083 members 
Mstep: Class 12 contains 489968 members 
Mstep: Class 16 contains 3383 members 
Mstep: Class 19 contains 1492 members 
Mstep: Class 20 contains 7900 members 
Mstep: Class 21 contains 7910 members 
Mstep: Class 22 contains 8782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42199936.000000 Penalty: 37101.382812
Iteration 104Q: 18 clusters Score -4.219994e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 28110 members 
Mstep: Class 3 contains 10751 members 
Mstep: Class 4 contains 4196 members 
Mstep: Class 5 contains 5407 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 8267 members 
Mstep: Class 8 contains 76576 members 
Mstep: Class 9 contains 5033 members 
Mstep: Class 10 contains 7640 members 
Mstep: Class 11 contains 7084 members 
Mstep: Class 12 contains 489815 members 
Mstep: Class 16 contains 3384 members 
Mstep: Class 19 contains 1497 members 
Mstep: Class 20 contains 7912 members 
Mstep: Class 21 contains 8001 members 
Mstep: Class 22 contains 8775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42199900.000000 Penalty: 37101.382812
Iteration 105Q: 18 clusters Score -4.21999e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 28113 members 
Mstep: Class 3 contains 10760 members 
Mstep: Class 4 contains 4189 members 
Mstep: Class 5 contains 5436 members 
Mstep: Class 6 contains 1683 members 
Mstep: Class 7 contains 8251 members 
Mstep: Class 8 contains 76578 members 
Mstep: Class 9 contains 5056 members 
Mstep: Class 10 contains 7648 members 
Mstep: Class 11 contains 7090 members 
Mstep: Class 12 contains 489639 members 
Mstep: Class 16 contains 3390 members 
Mstep: Class 19 contains 1499 members 
Mstep: Class 20 contains 7923 members 
Mstep: Class 21 contains 8090 members 
Mstep: Class 22 contains 8770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42199948.000000 Penalty: 37101.382812
Iteration 106Q: 18 clusters Score -4.219995e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 28118 members 
Mstep: Class 3 contains 10758 members 
Mstep: Class 4 contains 4185 members 
Mstep: Class 5 contains 5458 members 
Mstep: Class 6 contains 1688 members 
Mstep: Class 7 contains 8242 members 
Mstep: Class 8 contains 76580 members 
Mstep: Class 9 contains 5069 members 
Mstep: Class 10 contains 7652 members 
Mstep: Class 11 contains 7099 members 
Mstep: Class 12 contains 489490 members 
Mstep: Class 16 contains 3393 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 7928 members 
Mstep: Class 21 contains 8178 members 
Mstep: Class 22 contains 8774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42199996.000000 Penalty: 37101.382812
Iteration 107Q: 18 clusters Score -4.22e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 28122 members 
Mstep: Class 3 contains 10765 members 
Mstep: Class 4 contains 4180 members 
Mstep: Class 5 contains 5474 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 76578 members 
Mstep: Class 9 contains 5093 members 
Mstep: Class 10 contains 7655 members 
Mstep: Class 11 contains 7106 members 
Mstep: Class 12 contains 489332 members 
Mstep: Class 16 contains 3398 members 
Mstep: Class 19 contains 1505 members 
Mstep: Class 20 contains 7931 members 
Mstep: Class 21 contains 8278 members 
Mstep: Class 22 contains 8778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200064.000000 Penalty: 37101.382812
Iteration 108Q: 18 clusters Score -4.220006e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 28125 members 
Mstep: Class 3 contains 10765 members 
Mstep: Class 4 contains 4178 members 
Mstep: Class 5 contains 5484 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 8220 members 
Mstep: Class 8 contains 76579 members 
Mstep: Class 9 contains 5117 members 
Mstep: Class 10 contains 7656 members 
Mstep: Class 11 contains 7111 members 
Mstep: Class 12 contains 489186 members 
Mstep: Class 16 contains 3403 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 7945 members 
Mstep: Class 21 contains 8365 members 
Mstep: Class 22 contains 8774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200096.000000 Penalty: 37101.382812
Iteration 109Q: 18 clusters Score -4.22001e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 28125 members 
Mstep: Class 3 contains 10762 members 
Mstep: Class 4 contains 4175 members 
Mstep: Class 5 contains 5505 members 
Mstep: Class 6 contains 1692 members 
Mstep: Class 7 contains 8214 members 
Mstep: Class 8 contains 76576 members 
Mstep: Class 9 contains 5131 members 
Mstep: Class 10 contains 7661 members 
Mstep: Class 11 contains 7114 members 
Mstep: Class 12 contains 489065 members 
Mstep: Class 16 contains 3409 members 
Mstep: Class 19 contains 1511 members 
Mstep: Class 20 contains 7953 members 
Mstep: Class 21 contains 8445 members 
Mstep: Class 22 contains 8765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200160.000000 Penalty: 37101.382812
Iteration 110Q: 18 clusters Score -4.220016e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 28121 members 
Mstep: Class 3 contains 10758 members 
Mstep: Class 4 contains 4177 members 
Mstep: Class 5 contains 5526 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 8208 members 
Mstep: Class 8 contains 76571 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 7667 members 
Mstep: Class 11 contains 7118 members 
Mstep: Class 12 contains 488927 members 
Mstep: Class 16 contains 3417 members 
Mstep: Class 19 contains 1514 members 
Mstep: Class 20 contains 7963 members 
Mstep: Class 21 contains 8538 members 
Mstep: Class 22 contains 8761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200176.000000 Penalty: 37101.382812
Iteration 111Q: 18 clusters Score -4.220018e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 28125 members 
Mstep: Class 3 contains 10754 members 
Mstep: Class 4 contains 4177 members 
Mstep: Class 5 contains 5544 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 8200 members 
Mstep: Class 8 contains 76564 members 
Mstep: Class 9 contains 5154 members 
Mstep: Class 10 contains 7671 members 
Mstep: Class 11 contains 7122 members 
Mstep: Class 12 contains 488810 members 
Mstep: Class 16 contains 3421 members 
Mstep: Class 19 contains 1515 members 
Mstep: Class 20 contains 7961 members 
Mstep: Class 21 contains 8638 members 
Mstep: Class 22 contains 8753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200152.000000 Penalty: 37101.382812
Iteration 112Q: 18 clusters Score -4.220015e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 28129 members 
Mstep: Class 3 contains 10756 members 
Mstep: Class 4 contains 4175 members 
Mstep: Class 5 contains 5557 members 
Mstep: Class 6 contains 1693 members 
Mstep: Class 7 contains 8196 members 
Mstep: Class 8 contains 76561 members 
Mstep: Class 9 contains 5163 members 
Mstep: Class 10 contains 7674 members 
Mstep: Class 11 contains 7123 members 
Mstep: Class 12 contains 488683 members 
Mstep: Class 16 contains 3426 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 7974 members 
Mstep: Class 21 contains 8737 members 
Mstep: Class 22 contains 8738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200188.000000 Penalty: 37101.382812
Iteration 113Q: 18 clusters Score -4.220019e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 28132 members 
Mstep: Class 3 contains 10758 members 
Mstep: Class 4 contains 4174 members 
Mstep: Class 5 contains 5568 members 
Mstep: Class 6 contains 1695 members 
Mstep: Class 7 contains 8190 members 
Mstep: Class 8 contains 76563 members 
Mstep: Class 9 contains 5171 members 
Mstep: Class 10 contains 7675 members 
Mstep: Class 11 contains 7123 members 
Mstep: Class 12 contains 488545 members 
Mstep: Class 16 contains 3429 members 
Mstep: Class 19 contains 1517 members 
Mstep: Class 20 contains 7983 members 
Mstep: Class 21 contains 8848 members 
Mstep: Class 22 contains 8729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200096.000000 Penalty: 37101.382812
Iteration 114Q: 18 clusters Score -4.22001e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 28134 members 
Mstep: Class 3 contains 10757 members 
Mstep: Class 4 contains 4173 members 
Mstep: Class 5 contains 5578 members 
Mstep: Class 6 contains 1694 members 
Mstep: Class 7 contains 8188 members 
Mstep: Class 8 contains 76562 members 
Mstep: Class 9 contains 5172 members 
Mstep: Class 10 contains 7679 members 
Mstep: Class 11 contains 7125 members 
Mstep: Class 12 contains 488417 members 
Mstep: Class 16 contains 3437 members 
Mstep: Class 19 contains 1517 members 
Mstep: Class 20 contains 7992 members 
Mstep: Class 21 contains 8943 members 
Mstep: Class 22 contains 8732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200164.000000 Penalty: 37101.382812
Iteration 115Q: 18 clusters Score -4.220016e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 28135 members 
Mstep: Class 3 contains 10758 members 
Mstep: Class 4 contains 4171 members 
Mstep: Class 5 contains 5593 members 
Mstep: Class 6 contains 1693 members 
Mstep: Class 7 contains 8186 members 
Mstep: Class 8 contains 76552 members 
Mstep: Class 9 contains 5175 members 
Mstep: Class 10 contains 7683 members 
Mstep: Class 11 contains 7127 members 
Mstep: Class 12 contains 488291 members 
Mstep: Class 16 contains 3442 members 
Mstep: Class 19 contains 1518 members 
Mstep: Class 20 contains 7995 members 
Mstep: Class 21 contains 9049 members 
Mstep: Class 22 contains 8729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200172.000000 Penalty: 37101.382812
Iteration 116Q: 18 clusters Score -4.220017e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 28140 members 
Mstep: Class 3 contains 10760 members 
Mstep: Class 4 contains 4175 members 
Mstep: Class 5 contains 5598 members 
Mstep: Class 6 contains 1693 members 
Mstep: Class 7 contains 8183 members 
Mstep: Class 8 contains 76551 members 
Mstep: Class 9 contains 5178 members 
Mstep: Class 10 contains 7684 members 
Mstep: Class 11 contains 7129 members 
Mstep: Class 12 contains 488147 members 
Mstep: Class 16 contains 3446 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7998 members 
Mstep: Class 21 contains 9169 members 
Mstep: Class 22 contains 8726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200212.000000 Penalty: 37101.382812
Iteration 117Q: 18 clusters Score -4.220021e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 28147 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 4176 members 
Mstep: Class 5 contains 5603 members 
Mstep: Class 6 contains 1694 members 
Mstep: Class 7 contains 8180 members 
Mstep: Class 8 contains 76549 members 
Mstep: Class 9 contains 5184 members 
Mstep: Class 10 contains 7684 members 
Mstep: Class 11 contains 7129 members 
Mstep: Class 12 contains 488001 members 
Mstep: Class 16 contains 3452 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 8000 members 
Mstep: Class 21 contains 9286 members 
Mstep: Class 22 contains 8727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200188.000000 Penalty: 37101.382812
Iteration 118Q: 18 clusters Score -4.220019e+07 nChanged 224
Entering ConstructFrom: 
Score: -42200188.000000 Penalty: 37101.382812
Entering ConstructFrom: 
Trying to split cluster 1 (6254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Entering Unmasked Estep 
Score: -395881.625000 Penalty: 1420.408691
	Iteration 0F: 2 clusters Score -395881.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -391046.812500 Penalty: 2840.817383
	Iteration 0F: 3 clusters Score -391046.8 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -392541.750000 Penalty: 2840.817383
	Iteration 1F: 3 clusters Score -392541.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -392745.687500 Penalty: 2840.817383
	Iteration 2F: 3 clusters Score -392745.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -392903.312500 Penalty: 2840.817383
	Iteration 3Q: 3 clusters Score -392903.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -393041.562500 Penalty: 2840.817383
	Iteration 4Q: 3 clusters Score -393041.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -393172.218750 Penalty: 2840.817383
	Iteration 5Q: 3 clusters Score -393172.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -393279.250000 Penalty: 2840.817383
	Iteration 6Q: 3 clusters Score -393279.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -393372.406250 Penalty: 2840.817383
	Iteration 7Q: 3 clusters Score -393372.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -393468.375000 Penalty: 2840.817383
	Iteration 8Q: 3 clusters Score -393468.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -393578.062500 Penalty: 2840.817383
	Iteration 9Q: 3 clusters Score -393578.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -393727.687500 Penalty: 2840.817383
	Iteration 10Q: 3 clusters Score -393727.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -393884.000000 Penalty: 2840.817383
	Iteration 11Q: 3 clusters Score -393884 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -394032.687500 Penalty: 2840.817383
	Iteration 12Q: 3 clusters Score -394032.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -394163.437500 Penalty: 2840.817383
	Iteration 13Q: 3 clusters Score -394163.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -394275.781250 Penalty: 2840.817383
	Iteration 14Q: 3 clusters Score -394275.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -394358.687500 Penalty: 2840.817383
	Iteration 15Q: 3 clusters Score -394358.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -394429.843750 Penalty: 2840.817383
	Iteration 16Q: 3 clusters Score -394429.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -394475.062500 Penalty: 2840.817383
	Iteration 17Q: 3 clusters Score -394475.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -394502.062500 Penalty: 2840.817383
	Iteration 18Q: 3 clusters Score -394502.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -394520.937500 Penalty: 2840.817383
	Iteration 19Q: 3 clusters Score -394520.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -394532.906250 Penalty: 2840.817383
	Iteration 20F: 3 clusters Score -394532.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -394546.062500 Penalty: 2840.817383
	Iteration 21Q: 3 clusters Score -394546.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -394554.937500 Penalty: 2840.817383
	Iteration 22Q: 3 clusters Score -394554.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -394565.843750 Penalty: 2840.817383
	Iteration 23Q: 3 clusters Score -394565.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -394572.593750 Penalty: 2840.817383
	Iteration 24Q: 3 clusters Score -394572.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -394583.062500 Penalty: 2840.817383
	Iteration 25Q: 3 clusters Score -394583.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -394589.437500 Penalty: 2840.817383
	Iteration 26Q: 3 clusters Score -394589.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -394597.000000 Penalty: 2840.817383
	Iteration 27Q: 3 clusters Score -394597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -394600.812500 Penalty: 2840.817383
	Iteration 28Q: 3 clusters Score -394600.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -394608.000000 Penalty: 2840.817383
	Iteration 29Q: 3 clusters Score -394608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -394609.468750 Penalty: 2840.817383
	Iteration 30Q: 3 clusters Score -394609.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -394611.781250 Penalty: 2840.817383
	Iteration 31Q: 3 clusters Score -394611.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -394612.031250 Penalty: 2840.817383
	Iteration 32Q: 3 clusters Score -394612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -394616.312500 Penalty: 2840.817383
	Iteration 33Q: 3 clusters Score -394616.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -394619.718750 Penalty: 2840.817383
	Iteration 34Q: 3 clusters Score -394619.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -394621.000000 Penalty: 2840.817383
	Iteration 35Q: 3 clusters Score -394621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -394620.875000 Penalty: 2840.817383
	Iteration 36Q: 3 clusters Score -394620.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -394621.062500 Penalty: 2840.817383
	Iteration 37Q: 3 clusters Score -394621.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -394622.562500 Penalty: 2840.817383
	Iteration 38Q: 3 clusters Score -394622.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -394625.937500 Penalty: 2840.817383
	Iteration 39Q: 3 clusters Score -394625.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -394627.687500 Penalty: 2840.817383
	Iteration 40F: 3 clusters Score -394627.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -394628.500000 Penalty: 2840.817383
	Iteration 41Q: 3 clusters Score -394628.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -394632.906250 Penalty: 2840.817383
	Iteration 42Q: 3 clusters Score -394632.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -394635.937500 Penalty: 2840.817383
	Iteration 43Q: 3 clusters Score -394635.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -394639.187500 Penalty: 2840.817383
	Iteration 44Q: 3 clusters Score -394639.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -394642.781250 Penalty: 2840.817383
	Iteration 45Q: 3 clusters Score -394642.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -394645.937500 Penalty: 2840.817383
	Iteration 46Q: 3 clusters Score -394645.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -394649.000000 Penalty: 2840.817383
	Iteration 47Q: 3 clusters Score -394649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -394653.281250 Penalty: 2840.817383
	Iteration 48Q: 3 clusters Score -394653.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -394655.468750 Penalty: 2840.817383
	Iteration 49Q: 3 clusters Score -394655.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -394656.781250 Penalty: 2840.817383
	Iteration 50Q: 3 clusters Score -394656.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -394659.875000 Penalty: 2840.817383
	Iteration 51Q: 3 clusters Score -394659.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -394659.875000 Penalty: 2840.817383
	Iteration 52Q: 3 clusters Score -394659.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -394660.375000 Penalty: 2840.817383
	Iteration 53Q: 3 clusters Score -394660.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -394660.375000 Penalty: 2840.817383
	Iteration 54F: 3 clusters Score -394660.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Entering Unmasked Estep 
Score: -1828946.000000 Penalty: 1664.890625
	Iteration 0F: 2 clusters Score -1828946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -1809869.750000 Penalty: 3329.781250
	Iteration 0F: 3 clusters Score -1809870 nChanged 13021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -1816998.750000 Penalty: 3329.781250
	Iteration 1F: 3 clusters Score -1816999 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -1817339.625000 Penalty: 3329.781250
	Iteration 2Q: 3 clusters Score -1817340 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -1817632.875000 Penalty: 3329.781250
	Iteration 3Q: 3 clusters Score -1817633 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -1817958.500000 Penalty: 3329.781250
	Iteration 4Q: 3 clusters Score -1817958 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -1818393.125000 Penalty: 3329.781250
	Iteration 5Q: 3 clusters Score -1818393 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -1818984.625000 Penalty: 3329.781250
	Iteration 6Q: 3 clusters Score -1818985 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -1819825.750000 Penalty: 3329.781250
	Iteration 7F: 3 clusters Score -1819826 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -1820892.000000 Penalty: 3329.781250
	Iteration 8F: 3 clusters Score -1820892 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -1822068.625000 Penalty: 3329.781250
	Iteration 9F: 3 clusters Score -1822069 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -1823199.875000 Penalty: 3329.781250
	Iteration 10F: 3 clusters Score -1823200 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -1824078.250000 Penalty: 3329.781250
	Iteration 11Q: 3 clusters Score -1824078 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -1824783.250000 Penalty: 3329.781250
	Iteration 12Q: 3 clusters Score -1824783 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -1825310.125000 Penalty: 3329.781250
	Iteration 13Q: 3 clusters Score -1825310 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -1825728.625000 Penalty: 3329.781250
	Iteration 14Q: 3 clusters Score -1825729 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -1826060.000000 Penalty: 3329.781250
	Iteration 15Q: 3 clusters Score -1826060 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -1826336.250000 Penalty: 3329.781250
	Iteration 16Q: 3 clusters Score -1826336 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -1826567.375000 Penalty: 3329.781250
	Iteration 17Q: 3 clusters Score -1826567 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -1826761.875000 Penalty: 3329.781250
	Iteration 18Q: 3 clusters Score -1826762 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -1826936.250000 Penalty: 3329.781250
	Iteration 19Q: 3 clusters Score -1826936 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -1827083.875000 Penalty: 3329.781250
	Iteration 20F: 3 clusters Score -1827084 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -1827185.375000 Penalty: 3329.781250
	Iteration 21Q: 3 clusters Score -1827185 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -1827256.750000 Penalty: 3329.781250
	Iteration 22Q: 3 clusters Score -1827257 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -1827312.250000 Penalty: 3329.781250
	Iteration 23Q: 3 clusters Score -1827312 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -1827365.500000 Penalty: 3329.781250
	Iteration 24Q: 3 clusters Score -1827366 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -1827393.375000 Penalty: 3329.781250
	Iteration 25Q: 3 clusters Score -1827393 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -1827420.125000 Penalty: 3329.781250
	Iteration 26Q: 3 clusters Score -1827420 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -1827451.875000 Penalty: 3329.781250
	Iteration 27Q: 3 clusters Score -1827452 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -1827467.500000 Penalty: 3329.781250
	Iteration 28Q: 3 clusters Score -1827468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -1827490.000000 Penalty: 3329.781250
	Iteration 29Q: 3 clusters Score -1827490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -1827497.500000 Penalty: 3329.781250
	Iteration 30Q: 3 clusters Score -1827498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -1827499.250000 Penalty: 3329.781250
	Iteration 31Q: 3 clusters Score -1827499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -1827507.250000 Penalty: 3329.781250
	Iteration 32Q: 3 clusters Score -1827507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -1827509.125000 Penalty: 3329.781250
	Iteration 33Q: 3 clusters Score -1827509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -1827516.875000 Penalty: 3329.781250
	Iteration 34Q: 3 clusters Score -1827517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -1827522.375000 Penalty: 3329.781250
	Iteration 35Q: 3 clusters Score -1827522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -1827526.500000 Penalty: 3329.781250
	Iteration 36Q: 3 clusters Score -1827526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -1827529.750000 Penalty: 3329.781250
	Iteration 37Q: 3 clusters Score -1827530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -1827533.500000 Penalty: 3329.781250
	Iteration 38Q: 3 clusters Score -1827534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -1827536.625000 Penalty: 3329.781250
	Iteration 39Q: 3 clusters Score -1827537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -1827537.375000 Penalty: 3329.781250
	Iteration 40F: 3 clusters Score -1827537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -1827537.500000 Penalty: 3329.781250
	Iteration 41Q: 3 clusters Score -1827538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -1827538.625000 Penalty: 3329.781250
	Iteration 42Q: 3 clusters Score -1827539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -1827538.625000 Penalty: 3329.781250
	Iteration 43F: 3 clusters Score -1827539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Entering Unmasked Estep 
Score: -695693.375000 Penalty: 1508.674072
	Iteration 0F: 2 clusters Score -695693.4 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 5371 members 
Entering Unmasked Estep 
Score: -687998.187500 Penalty: 3017.348145
	Iteration 0F: 3 clusters Score -687998.2 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -690550.937500 Penalty: 3017.348145
	Iteration 1F: 3 clusters Score -690550.9 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -690835.625000 Penalty: 3017.348145
	Iteration 2F: 3 clusters Score -690835.6 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -691083.625000 Penalty: 3017.348145
	Iteration 3Q: 3 clusters Score -691083.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -691338.437500 Penalty: 3017.348145
	Iteration 4Q: 3 clusters Score -691338.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -691625.062500 Penalty: 3017.348145
	Iteration 5Q: 3 clusters Score -691625.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -691924.250000 Penalty: 3017.348145
	Iteration 6Q: 3 clusters Score -691924.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -692260.312500 Penalty: 3017.348145
	Iteration 7Q: 3 clusters Score -692260.3 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -692582.187500 Penalty: 3017.348145
	Iteration 8Q: 3 clusters Score -692582.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -692869.625000 Penalty: 3017.348145
	Iteration 9Q: 3 clusters Score -692869.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -693089.000000 Penalty: 3017.348145
	Iteration 10Q: 3 clusters Score -693089 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -693273.000000 Penalty: 3017.348145
	Iteration 11Q: 3 clusters Score -693273 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -693430.187500 Penalty: 3017.348145
	Iteration 12Q: 3 clusters Score -693430.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -693577.000000 Penalty: 3017.348145
	Iteration 13Q: 3 clusters Score -693577 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -693685.312500 Penalty: 3017.348145
	Iteration 14Q: 3 clusters Score -693685.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -693759.812500 Penalty: 3017.348145
	Iteration 15Q: 3 clusters Score -693759.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -693815.250000 Penalty: 3017.348145
	Iteration 16Q: 3 clusters Score -693815.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -693853.250000 Penalty: 3017.348145
	Iteration 17Q: 3 clusters Score -693853.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -693880.250000 Penalty: 3017.348145
	Iteration 18Q: 3 clusters Score -693880.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -693917.125000 Penalty: 3017.348145
	Iteration 19Q: 3 clusters Score -693917.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -693948.687500 Penalty: 3017.348145
	Iteration 20F: 3 clusters Score -693948.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -693971.625000 Penalty: 3017.348145
	Iteration 21Q: 3 clusters Score -693971.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -693989.562500 Penalty: 3017.348145
	Iteration 22Q: 3 clusters Score -693989.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -694009.812500 Penalty: 3017.348145
	Iteration 23Q: 3 clusters Score -694009.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -694023.625000 Penalty: 3017.348145
	Iteration 24Q: 3 clusters Score -694023.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -694035.500000 Penalty: 3017.348145
	Iteration 25Q: 3 clusters Score -694035.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -694042.812500 Penalty: 3017.348145
	Iteration 26Q: 3 clusters Score -694042.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -694054.937500 Penalty: 3017.348145
	Iteration 27Q: 3 clusters Score -694054.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -694058.687500 Penalty: 3017.348145
	Iteration 28Q: 3 clusters Score -694058.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -694064.875000 Penalty: 3017.348145
	Iteration 29Q: 3 clusters Score -694064.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -694063.875000 Penalty: 3017.348145
	Iteration 30Q: 3 clusters Score -694063.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -694066.562500 Penalty: 3017.348145
	Iteration 31Q: 3 clusters Score -694066.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -694070.750000 Penalty: 3017.348145
	Iteration 32Q: 3 clusters Score -694070.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -694071.500000 Penalty: 3017.348145
	Iteration 33Q: 3 clusters Score -694071.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -694074.437500 Penalty: 3017.348145
	Iteration 34Q: 3 clusters Score -694074.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -694074.687500 Penalty: 3017.348145
	Iteration 35Q: 3 clusters Score -694074.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -694079.062500 Penalty: 3017.348145
	Iteration 36Q: 3 clusters Score -694079.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -694080.437500 Penalty: 3017.348145
	Iteration 37Q: 3 clusters Score -694080.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -694081.312500 Penalty: 3017.348145
	Iteration 38Q: 3 clusters Score -694081.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -694085.562500 Penalty: 3017.348145
	Iteration 39Q: 3 clusters Score -694085.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -694086.875000 Penalty: 3017.348145
	Iteration 40F: 3 clusters Score -694086.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -694092.625000 Penalty: 3017.348145
	Iteration 41Q: 3 clusters Score -694092.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -694096.687500 Penalty: 3017.348145
	Iteration 42Q: 3 clusters Score -694096.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -694101.687500 Penalty: 3017.348145
	Iteration 43Q: 3 clusters Score -694101.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -694106.250000 Penalty: 3017.348145
	Iteration 44Q: 3 clusters Score -694106.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -694109.375000 Penalty: 3017.348145
	Iteration 45Q: 3 clusters Score -694109.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -694113.875000 Penalty: 3017.348145
	Iteration 46Q: 3 clusters Score -694113.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -694117.562500 Penalty: 3017.348145
	Iteration 47Q: 3 clusters Score -694117.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -694122.000000 Penalty: 3017.348145
	Iteration 48Q: 3 clusters Score -694122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -694128.312500 Penalty: 3017.348145
	Iteration 49Q: 3 clusters Score -694128.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -694132.875000 Penalty: 3017.348145
	Iteration 50Q: 3 clusters Score -694132.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -694133.312500 Penalty: 3017.348145
	Iteration 51Q: 3 clusters Score -694133.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -694136.687500 Penalty: 3017.348145
	Iteration 52Q: 3 clusters Score -694136.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -694137.687500 Penalty: 3017.348145
	Iteration 53Q: 3 clusters Score -694137.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -694142.375000 Penalty: 3017.348145
	Iteration 54Q: 3 clusters Score -694142.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -694144.062500 Penalty: 3017.348145
	Iteration 55Q: 3 clusters Score -694144.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -694145.937500 Penalty: 3017.348145
	Iteration 56Q: 3 clusters Score -694145.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -694146.437500 Penalty: 3017.348145
	Iteration 57Q: 3 clusters Score -694146.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -694150.312500 Penalty: 3017.348145
	Iteration 58Q: 3 clusters Score -694150.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -694151.125000 Penalty: 3017.348145
	Iteration 59Q: 3 clusters Score -694151.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -694150.500000 Penalty: 3017.348145
	Iteration 60F: 3 clusters Score -694150.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -694150.937500 Penalty: 3017.348145
	Iteration 61Q: 3 clusters Score -694150.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -694151.937500 Penalty: 3017.348145
	Iteration 62Q: 3 clusters Score -694151.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -694152.062500 Penalty: 3017.348145
	Iteration 63Q: 3 clusters Score -694152.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -694151.562500 Penalty: 3017.348145
	Iteration 64Q: 3 clusters Score -694151.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -694151.562500 Penalty: 3017.348145
	Iteration 65F: 3 clusters Score -694151.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Entering Unmasked Estep 
Score: -261087.390625 Penalty: 1355.168823
	Iteration 0F: 2 clusters Score -261087.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -257641.093750 Penalty: 2710.337646
	Iteration 0F: 3 clusters Score -257641.1 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -258549.796875 Penalty: 2710.337646
	Iteration 1F: 3 clusters Score -258549.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -258697.015625 Penalty: 2710.337646
	Iteration 2F: 3 clusters Score -258697 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -258799.750000 Penalty: 2710.337646
	Iteration 3Q: 3 clusters Score -258799.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -258890.562500 Penalty: 2710.337646
	Iteration 4Q: 3 clusters Score -258890.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -258976.359375 Penalty: 2710.337646
	Iteration 5Q: 3 clusters Score -258976.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -259043.890625 Penalty: 2710.337646
	Iteration 6Q: 3 clusters Score -259043.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -259096.296875 Penalty: 2710.337646
	Iteration 7Q: 3 clusters Score -259096.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -259143.640625 Penalty: 2710.337646
	Iteration 8Q: 3 clusters Score -259143.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -259194.765625 Penalty: 2710.337646
	Iteration 9Q: 3 clusters Score -259194.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -259248.750000 Penalty: 2710.337646
	Iteration 10Q: 3 clusters Score -259248.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -259304.234375 Penalty: 2710.337646
	Iteration 11Q: 3 clusters Score -259304.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -259349.250000 Penalty: 2710.337646
	Iteration 12Q: 3 clusters Score -259349.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -259387.968750 Penalty: 2710.337646
	Iteration 13Q: 3 clusters Score -259388 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -259430.375000 Penalty: 2710.337646
	Iteration 14Q: 3 clusters Score -259430.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -259467.484375 Penalty: 2710.337646
	Iteration 15Q: 3 clusters Score -259467.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -259506.765625 Penalty: 2710.337646
	Iteration 16Q: 3 clusters Score -259506.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -259551.109375 Penalty: 2710.337646
	Iteration 17Q: 3 clusters Score -259551.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -259599.640625 Penalty: 2710.337646
	Iteration 18Q: 3 clusters Score -259599.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -259641.328125 Penalty: 2710.337646
	Iteration 19Q: 3 clusters Score -259641.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -259679.578125 Penalty: 2710.337646
	Iteration 20F: 3 clusters Score -259679.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -259709.828125 Penalty: 2710.337646
	Iteration 21Q: 3 clusters Score -259709.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -259737.156250 Penalty: 2710.337646
	Iteration 22Q: 3 clusters Score -259737.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -259769.046875 Penalty: 2710.337646
	Iteration 23Q: 3 clusters Score -259769 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -259794.406250 Penalty: 2710.337646
	Iteration 24Q: 3 clusters Score -259794.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -259808.812500 Penalty: 2710.337646
	Iteration 25Q: 3 clusters Score -259808.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -259822.656250 Penalty: 2710.337646
	Iteration 26Q: 3 clusters Score -259822.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -259835.078125 Penalty: 2710.337646
	Iteration 27Q: 3 clusters Score -259835.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -259842.937500 Penalty: 2710.337646
	Iteration 28Q: 3 clusters Score -259842.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -259850.343750 Penalty: 2710.337646
	Iteration 29Q: 3 clusters Score -259850.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -259858.796875 Penalty: 2710.337646
	Iteration 30Q: 3 clusters Score -259858.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -259863.968750 Penalty: 2710.337646
	Iteration 31Q: 3 clusters Score -259864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -259868.656250 Penalty: 2710.337646
	Iteration 32Q: 3 clusters Score -259868.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -259873.531250 Penalty: 2710.337646
	Iteration 33Q: 3 clusters Score -259873.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -259877.234375 Penalty: 2710.337646
	Iteration 34Q: 3 clusters Score -259877.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -259879.250000 Penalty: 2710.337646
	Iteration 35Q: 3 clusters Score -259879.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -259882.890625 Penalty: 2710.337646
	Iteration 36Q: 3 clusters Score -259882.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -259886.625000 Penalty: 2710.337646
	Iteration 37Q: 3 clusters Score -259886.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -259891.156250 Penalty: 2710.337646
	Iteration 38Q: 3 clusters Score -259891.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -259894.796875 Penalty: 2710.337646
	Iteration 39Q: 3 clusters Score -259894.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -259900.718750 Penalty: 2710.337646
	Iteration 40F: 3 clusters Score -259900.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -259903.000000 Penalty: 2710.337646
	Iteration 41Q: 3 clusters Score -259903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -259904.593750 Penalty: 2710.337646
	Iteration 42Q: 3 clusters Score -259904.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -259905.125000 Penalty: 2710.337646
	Iteration 43Q: 3 clusters Score -259905.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -259905.125000 Penalty: 2710.337646
	Iteration 44F: 3 clusters Score -259905.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Entering Unmasked Estep 
Score: -304510.843750 Penalty: 1402.633789
	Iteration 0F: 2 clusters Score -304510.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -300170.031250 Penalty: 2805.267578
	Iteration 0F: 3 clusters Score -300170 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -301577.000000 Penalty: 2805.267578
	Iteration 1F: 3 clusters Score -301577 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -301920.937500 Penalty: 2805.267578
	Iteration 2F: 3 clusters Score -301920.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -302203.375000 Penalty: 2805.267578
	Iteration 3F: 3 clusters Score -302203.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -302438.343750 Penalty: 2805.267578
	Iteration 4F: 3 clusters Score -302438.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -302639.031250 Penalty: 2805.267578
	Iteration 5F: 3 clusters Score -302639 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -302758.375000 Penalty: 2805.267578
	Iteration 6Q: 3 clusters Score -302758.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -302858.687500 Penalty: 2805.267578
	Iteration 7Q: 3 clusters Score -302858.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -302940.375000 Penalty: 2805.267578
	Iteration 8Q: 3 clusters Score -302940.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -303003.093750 Penalty: 2805.267578
	Iteration 9Q: 3 clusters Score -303003.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -303074.812500 Penalty: 2805.267578
	Iteration 10Q: 3 clusters Score -303074.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -303145.843750 Penalty: 2805.267578
	Iteration 11Q: 3 clusters Score -303145.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -303222.406250 Penalty: 2805.267578
	Iteration 12Q: 3 clusters Score -303222.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -303290.968750 Penalty: 2805.267578
	Iteration 13Q: 3 clusters Score -303291 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -303369.906250 Penalty: 2805.267578
	Iteration 14Q: 3 clusters Score -303369.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -303437.281250 Penalty: 2805.267578
	Iteration 15Q: 3 clusters Score -303437.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -303484.437500 Penalty: 2805.267578
	Iteration 16Q: 3 clusters Score -303484.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -303533.812500 Penalty: 2805.267578
	Iteration 17Q: 3 clusters Score -303533.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -303577.968750 Penalty: 2805.267578
	Iteration 18Q: 3 clusters Score -303578 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -303626.656250 Penalty: 2805.267578
	Iteration 19Q: 3 clusters Score -303626.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -303666.312500 Penalty: 2805.267578
	Iteration 20F: 3 clusters Score -303666.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -303704.093750 Penalty: 2805.267578
	Iteration 21Q: 3 clusters Score -303704.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -303745.187500 Penalty: 2805.267578
	Iteration 22Q: 3 clusters Score -303745.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -303779.312500 Penalty: 2805.267578
	Iteration 23Q: 3 clusters Score -303779.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -303803.562500 Penalty: 2805.267578
	Iteration 24Q: 3 clusters Score -303803.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -303820.625000 Penalty: 2805.267578
	Iteration 25Q: 3 clusters Score -303820.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -303833.156250 Penalty: 2805.267578
	Iteration 26Q: 3 clusters Score -303833.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -303841.250000 Penalty: 2805.267578
	Iteration 27Q: 3 clusters Score -303841.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -303844.218750 Penalty: 2805.267578
	Iteration 28Q: 3 clusters Score -303844.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -303844.812500 Penalty: 2805.267578
	Iteration 29Q: 3 clusters Score -303844.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -303845.562500 Penalty: 2805.267578
	Iteration 30Q: 3 clusters Score -303845.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -303848.781250 Penalty: 2805.267578
	Iteration 31Q: 3 clusters Score -303848.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -303850.406250 Penalty: 2805.267578
	Iteration 32Q: 3 clusters Score -303850.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -303849.875000 Penalty: 2805.267578
	Iteration 33Q: 3 clusters Score -303849.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -303849.875000 Penalty: 2805.267578
	Iteration 34F: 3 clusters Score -303849.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Entering Unmasked Estep 
Score: -93833.117188 Penalty: 1208.066895
	Iteration 0F: 2 clusters Score -93833.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -91950.460938 Penalty: 2416.133789
	Iteration 0F: 3 clusters Score -91950.46 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -92345.156250 Penalty: 2416.133789
	Iteration 1F: 3 clusters Score -92345.16 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -92469.078125 Penalty: 2416.133789
	Iteration 2F: 3 clusters Score -92469.08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -92559.445312 Penalty: 2416.133789
	Iteration 3F: 3 clusters Score -92559.45 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -92620.843750 Penalty: 2416.133789
	Iteration 4Q: 3 clusters Score -92620.84 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -92660.031250 Penalty: 2416.133789
	Iteration 5Q: 3 clusters Score -92660.03 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -92710.437500 Penalty: 2416.133789
	Iteration 6Q: 3 clusters Score -92710.44 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -92748.304688 Penalty: 2416.133789
	Iteration 7Q: 3 clusters Score -92748.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -92778.914062 Penalty: 2416.133789
	Iteration 8Q: 3 clusters Score -92778.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -92803.539062 Penalty: 2416.133789
	Iteration 9Q: 3 clusters Score -92803.54 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -92832.820312 Penalty: 2416.133789
	Iteration 10Q: 3 clusters Score -92832.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -92848.304688 Penalty: 2416.133789
	Iteration 11Q: 3 clusters Score -92848.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -92863.164062 Penalty: 2416.133789
	Iteration 12Q: 3 clusters Score -92863.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -92880.539062 Penalty: 2416.133789
	Iteration 13Q: 3 clusters Score -92880.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -92885.156250 Penalty: 2416.133789
	Iteration 14Q: 3 clusters Score -92885.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -92887.515625 Penalty: 2416.133789
	Iteration 15Q: 3 clusters Score -92887.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -92889.648438 Penalty: 2416.133789
	Iteration 16Q: 3 clusters Score -92889.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -92890.515625 Penalty: 2416.133789
	Iteration 17Q: 3 clusters Score -92890.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -92890.515625 Penalty: 2416.133789
	Iteration 18F: 3 clusters Score -92890.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Entering Unmasked Estep 
Score: -497093.937500 Penalty: 1463.975586
	Iteration 0F: 2 clusters Score -497093.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -491039.906250 Penalty: 2927.951172
	Iteration 0F: 3 clusters Score -491039.9 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -492929.906250 Penalty: 2927.951172
	Iteration 1F: 3 clusters Score -492929.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -493172.000000 Penalty: 2927.951172
	Iteration 2F: 3 clusters Score -493172 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -493380.187500 Penalty: 2927.951172
	Iteration 3F: 3 clusters Score -493380.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -493593.500000 Penalty: 2927.951172
	Iteration 4Q: 3 clusters Score -493593.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -493814.937500 Penalty: 2927.951172
	Iteration 5F: 3 clusters Score -493814.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -494032.406250 Penalty: 2927.951172
	Iteration 6Q: 3 clusters Score -494032.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -494265.937500 Penalty: 2927.951172
	Iteration 7Q: 3 clusters Score -494265.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -494490.750000 Penalty: 2927.951172
	Iteration 8Q: 3 clusters Score -494490.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -494741.531250 Penalty: 2927.951172
	Iteration 9Q: 3 clusters Score -494741.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -494963.906250 Penalty: 2927.951172
	Iteration 10Q: 3 clusters Score -494963.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -495189.562500 Penalty: 2927.951172
	Iteration 11Q: 3 clusters Score -495189.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -495367.906250 Penalty: 2927.951172
	Iteration 12Q: 3 clusters Score -495367.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -495510.937500 Penalty: 2927.951172
	Iteration 13Q: 3 clusters Score -495510.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -495603.656250 Penalty: 2927.951172
	Iteration 14Q: 3 clusters Score -495603.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -495672.281250 Penalty: 2927.951172
	Iteration 15Q: 3 clusters Score -495672.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -495719.656250 Penalty: 2927.951172
	Iteration 16Q: 3 clusters Score -495719.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -495752.062500 Penalty: 2927.951172
	Iteration 17Q: 3 clusters Score -495752.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -495774.937500 Penalty: 2927.951172
	Iteration 18Q: 3 clusters Score -495774.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -495794.500000 Penalty: 2927.951172
	Iteration 19Q: 3 clusters Score -495794.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -495808.093750 Penalty: 2927.951172
	Iteration 20F: 3 clusters Score -495808.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -495819.875000 Penalty: 2927.951172
	Iteration 21Q: 3 clusters Score -495819.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -495826.718750 Penalty: 2927.951172
	Iteration 22Q: 3 clusters Score -495826.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -495829.937500 Penalty: 2927.951172
	Iteration 23Q: 3 clusters Score -495829.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -495834.968750 Penalty: 2927.951172
	Iteration 24Q: 3 clusters Score -495835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -495838.562500 Penalty: 2927.951172
	Iteration 25Q: 3 clusters Score -495838.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -495840.343750 Penalty: 2927.951172
	Iteration 26Q: 3 clusters Score -495840.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -495843.593750 Penalty: 2927.951172
	Iteration 27Q: 3 clusters Score -495843.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -495847.343750 Penalty: 2927.951172
	Iteration 28Q: 3 clusters Score -495847.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -495850.937500 Penalty: 2927.951172
	Iteration 29Q: 3 clusters Score -495850.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -495854.375000 Penalty: 2927.951172
	Iteration 30Q: 3 clusters Score -495854.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -495857.218750 Penalty: 2927.951172
	Iteration 31Q: 3 clusters Score -495857.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -495863.312500 Penalty: 2927.951172
	Iteration 32Q: 3 clusters Score -495863.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -495869.000000 Penalty: 2927.951172
	Iteration 33Q: 3 clusters Score -495869 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -495876.281250 Penalty: 2927.951172
	Iteration 34Q: 3 clusters Score -495876.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -495881.593750 Penalty: 2927.951172
	Iteration 35Q: 3 clusters Score -495881.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -495890.656250 Penalty: 2927.951172
	Iteration 36Q: 3 clusters Score -495890.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -495899.218750 Penalty: 2927.951172
	Iteration 37Q: 3 clusters Score -495899.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -495913.500000 Penalty: 2927.951172
	Iteration 38Q: 3 clusters Score -495913.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -495930.531250 Penalty: 2927.951172
	Iteration 39Q: 3 clusters Score -495930.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -495948.687500 Penalty: 2927.951172
	Iteration 40F: 3 clusters Score -495948.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -495975.062500 Penalty: 2927.951172
	Iteration 41Q: 3 clusters Score -495975.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -496010.593750 Penalty: 2927.951172
	Iteration 42Q: 3 clusters Score -496010.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -496060.625000 Penalty: 2927.951172
	Iteration 43Q: 3 clusters Score -496060.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -496123.375000 Penalty: 2927.951172
	Iteration 44Q: 3 clusters Score -496123.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -496182.250000 Penalty: 2927.951172
	Iteration 45Q: 3 clusters Score -496182.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -496240.531250 Penalty: 2927.951172
	Iteration 46Q: 3 clusters Score -496240.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -496292.312500 Penalty: 2927.951172
	Iteration 47Q: 3 clusters Score -496292.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -496338.843750 Penalty: 2927.951172
	Iteration 48Q: 3 clusters Score -496338.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -496391.281250 Penalty: 2927.951172
	Iteration 49Q: 3 clusters Score -496391.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -496434.218750 Penalty: 2927.951172
	Iteration 50Q: 3 clusters Score -496434.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -496461.031250 Penalty: 2927.951172
	Iteration 51Q: 3 clusters Score -496461 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -496484.437500 Penalty: 2927.951172
	Iteration 52Q: 3 clusters Score -496484.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -496503.031250 Penalty: 2927.951172
	Iteration 53Q: 3 clusters Score -496503 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -496520.937500 Penalty: 2927.951172
	Iteration 54Q: 3 clusters Score -496520.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -496534.531250 Penalty: 2927.951172
	Iteration 55Q: 3 clusters Score -496534.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -496549.312500 Penalty: 2927.951172
	Iteration 56Q: 3 clusters Score -496549.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -496559.531250 Penalty: 2927.951172
	Iteration 57Q: 3 clusters Score -496559.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -496565.343750 Penalty: 2927.951172
	Iteration 58Q: 3 clusters Score -496565.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -496573.187500 Penalty: 2927.951172
	Iteration 59Q: 3 clusters Score -496573.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -496578.750000 Penalty: 2927.951172
	Iteration 60F: 3 clusters Score -496578.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -496581.156250 Penalty: 2927.951172
	Iteration 61Q: 3 clusters Score -496581.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -496587.531250 Penalty: 2927.951172
	Iteration 62Q: 3 clusters Score -496587.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -496591.937500 Penalty: 2927.951172
	Iteration 63Q: 3 clusters Score -496591.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -496596.656250 Penalty: 2927.951172
	Iteration 64Q: 3 clusters Score -496596.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -496598.375000 Penalty: 2927.951172
	Iteration 65Q: 3 clusters Score -496598.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -496601.500000 Penalty: 2927.951172
	Iteration 66Q: 3 clusters Score -496601.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -496601.656250 Penalty: 2927.951172
	Iteration 67Q: 3 clusters Score -496601.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -496602.468750 Penalty: 2927.951172
	Iteration 68Q: 3 clusters Score -496602.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -496604.312500 Penalty: 2927.951172
	Iteration 69Q: 3 clusters Score -496604.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -496605.906250 Penalty: 2927.951172
	Iteration 70Q: 3 clusters Score -496605.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -496607.250000 Penalty: 2927.951172
	Iteration 71Q: 3 clusters Score -496607.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -496607.375000 Penalty: 2927.951172
	Iteration 72Q: 3 clusters Score -496607.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -496607.031250 Penalty: 2927.951172
	Iteration 73Q: 3 clusters Score -496607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -496608.312500 Penalty: 2927.951172
	Iteration 74Q: 3 clusters Score -496608.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -496609.593750 Penalty: 2927.951172
	Iteration 75Q: 3 clusters Score -496609.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -496609.593750 Penalty: 2927.951172
	Iteration 76F: 3 clusters Score -496609.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (76549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76549 members 
Entering Unmasked Estep 
Score: -4809212.500000 Penalty: 1827.424072
	Iteration 0F: 2 clusters Score -4809212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -4757931.000000 Penalty: 3654.848145
	Iteration 0F: 3 clusters Score -4757931 nChanged 36409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38845 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -4778781.000000 Penalty: 3654.848145
	Iteration 1F: 3 clusters Score -4778781 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -4779254.500000 Penalty: 3654.848145
	Iteration 2Q: 3 clusters Score -4779254 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -4779812.000000 Penalty: 3654.848145
	Iteration 3Q: 3 clusters Score -4779812 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -4780415.500000 Penalty: 3654.848145
	Iteration 4Q: 3 clusters Score -4780416 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -4781275.500000 Penalty: 3654.848145
	Iteration 5Q: 3 clusters Score -4781276 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39007 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -4782385.500000 Penalty: 3654.848145
	Iteration 6Q: 3 clusters Score -4782386 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -4783942.000000 Penalty: 3654.848145
	Iteration 7Q: 3 clusters Score -4783942 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -4785812.000000 Penalty: 3654.848145
	Iteration 8F: 3 clusters Score -4785812 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -4787631.000000 Penalty: 3654.848145
	Iteration 9F: 3 clusters Score -4787631 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -4789189.500000 Penalty: 3654.848145
	Iteration 10Q: 3 clusters Score -4789190 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -4790448.500000 Penalty: 3654.848145
	Iteration 11Q: 3 clusters Score -4790448 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -4791446.500000 Penalty: 3654.848145
	Iteration 12Q: 3 clusters Score -4791446 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44637 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -4792289.000000 Penalty: 3654.848145
	Iteration 13Q: 3 clusters Score -4792289 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46737 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -4793194.500000 Penalty: 3654.848145
	Iteration 14Q: 3 clusters Score -4793194 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49168 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -4794128.000000 Penalty: 3654.848145
	Iteration 15Q: 3 clusters Score -4794128 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51972 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -4795342.000000 Penalty: 3654.848145
	Iteration 16Q: 3 clusters Score -4795342 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55147 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -4796854.500000 Penalty: 3654.848145
	Iteration 17Q: 3 clusters Score -4796854 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58517 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -4798640.000000 Penalty: 3654.848145
	Iteration 18Q: 3 clusters Score -4798640 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61884 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -4800477.000000 Penalty: 3654.848145
	Iteration 19Q: 3 clusters Score -4800477 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64930 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -4802265.500000 Penalty: 3654.848145
	Iteration 20F: 3 clusters Score -4802266 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67492 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -4803740.500000 Penalty: 3654.848145
	Iteration 21Q: 3 clusters Score -4803740 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69591 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -4804936.500000 Penalty: 3654.848145
	Iteration 22Q: 3 clusters Score -4804936 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71142 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -4805735.500000 Penalty: 3654.848145
	Iteration 23Q: 3 clusters Score -4805736 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72295 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -4806300.000000 Penalty: 3654.848145
	Iteration 24Q: 3 clusters Score -4806300 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73142 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -4806699.000000 Penalty: 3654.848145
	Iteration 25Q: 3 clusters Score -4806699 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73744 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -4806974.000000 Penalty: 3654.848145
	Iteration 26Q: 3 clusters Score -4806974 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74218 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -4807185.500000 Penalty: 3654.848145
	Iteration 27Q: 3 clusters Score -4807186 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74557 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -4807326.000000 Penalty: 3654.848145
	Iteration 28Q: 3 clusters Score -4807326 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74800 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4807412.500000 Penalty: 3654.848145
	Iteration 29Q: 3 clusters Score -4807412 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74975 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4807489.500000 Penalty: 3654.848145
	Iteration 30Q: 3 clusters Score -4807490 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75108 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4807549.000000 Penalty: 3654.848145
	Iteration 31Q: 3 clusters Score -4807549 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75196 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4807581.000000 Penalty: 3654.848145
	Iteration 32Q: 3 clusters Score -4807581 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75266 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4807613.000000 Penalty: 3654.848145
	Iteration 33Q: 3 clusters Score -4807613 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75317 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4807649.000000 Penalty: 3654.848145
	Iteration 34Q: 3 clusters Score -4807649 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75370 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4807656.000000 Penalty: 3654.848145
	Iteration 35Q: 3 clusters Score -4807656 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75416 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4807686.000000 Penalty: 3654.848145
	Iteration 36Q: 3 clusters Score -4807686 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75456 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4807702.000000 Penalty: 3654.848145
	Iteration 37Q: 3 clusters Score -4807702 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75497 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4807722.000000 Penalty: 3654.848145
	Iteration 38Q: 3 clusters Score -4807722 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75530 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4807730.000000 Penalty: 3654.848145
	Iteration 39Q: 3 clusters Score -4807730 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75553 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4807737.500000 Penalty: 3654.848145
	Iteration 40F: 3 clusters Score -4807738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75566 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4807745.500000 Penalty: 3654.848145
	Iteration 41Q: 3 clusters Score -4807746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75579 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4807755.000000 Penalty: 3654.848145
	Iteration 42Q: 3 clusters Score -4807755 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75591 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4807757.500000 Penalty: 3654.848145
	Iteration 43Q: 3 clusters Score -4807758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75599 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4807756.500000 Penalty: 3654.848145
	Iteration 44Q: 3 clusters Score -4807756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75606 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4807762.500000 Penalty: 3654.848145
	Iteration 45Q: 3 clusters Score -4807762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75616 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4807764.000000 Penalty: 3654.848145
	Iteration 46Q: 3 clusters Score -4807764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75625 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4807764.000000 Penalty: 3654.848145
	Iteration 47Q: 3 clusters Score -4807764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75631 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4807771.500000 Penalty: 3654.848145
	Iteration 48Q: 3 clusters Score -4807772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75640 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4807773.000000 Penalty: 3654.848145
	Iteration 49Q: 3 clusters Score -4807773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75646 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4807775.000000 Penalty: 3654.848145
	Iteration 50Q: 3 clusters Score -4807775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75650 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4807780.500000 Penalty: 3654.848145
	Iteration 51Q: 3 clusters Score -4807780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75653 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4807781.500000 Penalty: 3654.848145
	Iteration 52Q: 3 clusters Score -4807782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75652 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4807782.000000 Penalty: 3654.848145
	Iteration 53Q: 3 clusters Score -4807782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75653 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4807781.500000 Penalty: 3654.848145
	Iteration 54Q: 3 clusters Score -4807782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75655 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4807782.000000 Penalty: 3654.848145
	Iteration 55Q: 3 clusters Score -4807782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75656 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4807781.000000 Penalty: 3654.848145
	Iteration 56Q: 3 clusters Score -4807781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75658 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4807782.500000 Penalty: 3654.848145
	Iteration 57Q: 3 clusters Score -4807782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75660 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4807782.500000 Penalty: 3654.848145
	Iteration 58Q: 3 clusters Score -4807782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75662 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4807782.000000 Penalty: 3654.848145
	Iteration 59Q: 3 clusters Score -4807782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75666 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4807787.000000 Penalty: 3654.848145
	Iteration 60F: 3 clusters Score -4807787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75671 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4807787.000000 Penalty: 3654.848145
	Iteration 61Q: 3 clusters Score -4807787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75672 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4807791.000000 Penalty: 3654.848145
	Iteration 62Q: 3 clusters Score -4807791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75673 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4807792.000000 Penalty: 3654.848145
	Iteration 63Q: 3 clusters Score -4807792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75674 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4807794.000000 Penalty: 3654.848145
	Iteration 64Q: 3 clusters Score -4807794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75676 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4807794.500000 Penalty: 3654.848145
	Iteration 65Q: 3 clusters Score -4807794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75676 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4807794.500000 Penalty: 3654.848145
	Iteration 66F: 3 clusters Score -4807794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -323233.218750 Penalty: 1390.010620
	Iteration 0F: 2 clusters Score -323233.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -319105.500000 Penalty: 2780.021240
	Iteration 0F: 3 clusters Score -319105.5 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -320240.281250 Penalty: 2780.021240
	Iteration 1F: 3 clusters Score -320240.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -320391.343750 Penalty: 2780.021240
	Iteration 2F: 3 clusters Score -320391.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -320485.343750 Penalty: 2780.021240
	Iteration 3Q: 3 clusters Score -320485.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -320554.875000 Penalty: 2780.021240
	Iteration 4Q: 3 clusters Score -320554.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -320623.687500 Penalty: 2780.021240
	Iteration 5Q: 3 clusters Score -320623.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -320700.468750 Penalty: 2780.021240
	Iteration 6Q: 3 clusters Score -320700.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -320789.031250 Penalty: 2780.021240
	Iteration 7Q: 3 clusters Score -320789 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -320873.593750 Penalty: 2780.021240
	Iteration 8Q: 3 clusters Score -320873.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -320965.000000 Penalty: 2780.021240
	Iteration 9Q: 3 clusters Score -320965 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -321060.843750 Penalty: 2780.021240
	Iteration 10Q: 3 clusters Score -321060.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -321181.375000 Penalty: 2780.021240
	Iteration 11Q: 3 clusters Score -321181.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -321332.812500 Penalty: 2780.021240
	Iteration 12Q: 3 clusters Score -321332.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -321480.062500 Penalty: 2780.021240
	Iteration 13Q: 3 clusters Score -321480.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -321583.156250 Penalty: 2780.021240
	Iteration 14Q: 3 clusters Score -321583.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -321680.125000 Penalty: 2780.021240
	Iteration 15Q: 3 clusters Score -321680.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -321761.687500 Penalty: 2780.021240
	Iteration 16Q: 3 clusters Score -321761.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -321815.000000 Penalty: 2780.021240
	Iteration 17Q: 3 clusters Score -321815 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -321841.375000 Penalty: 2780.021240
	Iteration 18Q: 3 clusters Score -321841.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -321862.218750 Penalty: 2780.021240
	Iteration 19Q: 3 clusters Score -321862.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -321885.656250 Penalty: 2780.021240
	Iteration 20F: 3 clusters Score -321885.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -321902.375000 Penalty: 2780.021240
	Iteration 21Q: 3 clusters Score -321902.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -321907.531250 Penalty: 2780.021240
	Iteration 22Q: 3 clusters Score -321907.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -321909.781250 Penalty: 2780.021240
	Iteration 23Q: 3 clusters Score -321909.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -321915.937500 Penalty: 2780.021240
	Iteration 24Q: 3 clusters Score -321915.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -321927.625000 Penalty: 2780.021240
	Iteration 25Q: 3 clusters Score -321927.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -321939.093750 Penalty: 2780.021240
	Iteration 26Q: 3 clusters Score -321939.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -321948.156250 Penalty: 2780.021240
	Iteration 27Q: 3 clusters Score -321948.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -321954.156250 Penalty: 2780.021240
	Iteration 28Q: 3 clusters Score -321954.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -321957.312500 Penalty: 2780.021240
	Iteration 29Q: 3 clusters Score -321957.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -321958.968750 Penalty: 2780.021240
	Iteration 30Q: 3 clusters Score -321959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -321958.968750 Penalty: 2780.021240
	Iteration 31F: 3 clusters Score -321959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Entering Unmasked Estep 
Score: -476493.437500 Penalty: 1453.870483
	Iteration 0F: 2 clusters Score -476493.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -470801.062500 Penalty: 2907.740967
	Iteration 0F: 3 clusters Score -470801.1 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -472871.625000 Penalty: 2907.740967
	Iteration 1F: 3 clusters Score -472871.6 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -473396.156250 Penalty: 2907.740967
	Iteration 2F: 3 clusters Score -473396.2 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -473951.343750 Penalty: 2907.740967
	Iteration 3F: 3 clusters Score -473951.3 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -474473.187500 Penalty: 2907.740967
	Iteration 4F: 3 clusters Score -474473.2 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -474937.125000 Penalty: 2907.740967
	Iteration 5F: 3 clusters Score -474937.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -475322.312500 Penalty: 2907.740967
	Iteration 6F: 3 clusters Score -475322.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -475599.343750 Penalty: 2907.740967
	Iteration 7Q: 3 clusters Score -475599.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -475775.781250 Penalty: 2907.740967
	Iteration 8Q: 3 clusters Score -475775.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -475875.875000 Penalty: 2907.740967
	Iteration 9Q: 3 clusters Score -475875.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -475929.406250 Penalty: 2907.740967
	Iteration 10Q: 3 clusters Score -475929.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -475958.406250 Penalty: 2907.740967
	Iteration 11Q: 3 clusters Score -475958.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -475971.468750 Penalty: 2907.740967
	Iteration 12Q: 3 clusters Score -475971.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -475990.375000 Penalty: 2907.740967
	Iteration 13Q: 3 clusters Score -475990.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -476005.718750 Penalty: 2907.740967
	Iteration 14Q: 3 clusters Score -476005.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -476015.468750 Penalty: 2907.740967
	Iteration 15Q: 3 clusters Score -476015.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -476024.437500 Penalty: 2907.740967
	Iteration 16Q: 3 clusters Score -476024.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -476033.437500 Penalty: 2907.740967
	Iteration 17Q: 3 clusters Score -476033.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -476036.687500 Penalty: 2907.740967
	Iteration 18Q: 3 clusters Score -476036.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -476041.187500 Penalty: 2907.740967
	Iteration 19Q: 3 clusters Score -476041.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -476045.031250 Penalty: 2907.740967
	Iteration 20F: 3 clusters Score -476045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -476044.625000 Penalty: 2907.740967
	Iteration 21Q: 3 clusters Score -476044.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -476044.656250 Penalty: 2907.740967
	Iteration 22Q: 3 clusters Score -476044.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -476047.937500 Penalty: 2907.740967
	Iteration 23Q: 3 clusters Score -476047.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -476049.093750 Penalty: 2907.740967
	Iteration 24Q: 3 clusters Score -476049.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -476049.062500 Penalty: 2907.740967
	Iteration 25Q: 3 clusters Score -476049.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -476050.062500 Penalty: 2907.740967
	Iteration 26Q: 3 clusters Score -476050.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -476050.968750 Penalty: 2907.740967
	Iteration 27Q: 3 clusters Score -476051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -476050.781250 Penalty: 2907.740967
	Iteration 28Q: 3 clusters Score -476050.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -476050.781250 Penalty: 2907.740967
	Iteration 29F: 3 clusters Score -476050.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Entering Unmasked Estep 
Score: -460902.312500 Penalty: 1441.687988
	Iteration 0F: 2 clusters Score -460902.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -455519.000000 Penalty: 2883.375977
	Iteration 0F: 3 clusters Score -455519 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -457227.281250 Penalty: 2883.375977
	Iteration 1F: 3 clusters Score -457227.3 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -457478.625000 Penalty: 2883.375977
	Iteration 2F: 3 clusters Score -457478.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -457698.500000 Penalty: 2883.375977
	Iteration 3F: 3 clusters Score -457698.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -457866.656250 Penalty: 2883.375977
	Iteration 4F: 3 clusters Score -457866.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -458022.906250 Penalty: 2883.375977
	Iteration 5Q: 3 clusters Score -458022.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -458186.000000 Penalty: 2883.375977
	Iteration 6Q: 3 clusters Score -458186 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -458353.843750 Penalty: 2883.375977
	Iteration 7Q: 3 clusters Score -458353.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -458508.812500 Penalty: 2883.375977
	Iteration 8Q: 3 clusters Score -458508.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -458650.906250 Penalty: 2883.375977
	Iteration 9Q: 3 clusters Score -458650.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -458780.156250 Penalty: 2883.375977
	Iteration 10Q: 3 clusters Score -458780.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -458901.906250 Penalty: 2883.375977
	Iteration 11Q: 3 clusters Score -458901.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -459019.437500 Penalty: 2883.375977
	Iteration 12Q: 3 clusters Score -459019.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -459129.312500 Penalty: 2883.375977
	Iteration 13Q: 3 clusters Score -459129.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -459228.250000 Penalty: 2883.375977
	Iteration 14Q: 3 clusters Score -459228.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -459294.125000 Penalty: 2883.375977
	Iteration 15Q: 3 clusters Score -459294.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -459334.906250 Penalty: 2883.375977
	Iteration 16Q: 3 clusters Score -459334.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -459362.781250 Penalty: 2883.375977
	Iteration 17Q: 3 clusters Score -459362.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -459393.843750 Penalty: 2883.375977
	Iteration 18Q: 3 clusters Score -459393.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -459425.875000 Penalty: 2883.375977
	Iteration 19Q: 3 clusters Score -459425.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -459455.656250 Penalty: 2883.375977
	Iteration 20F: 3 clusters Score -459455.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -459475.093750 Penalty: 2883.375977
	Iteration 21Q: 3 clusters Score -459475.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -459494.031250 Penalty: 2883.375977
	Iteration 22Q: 3 clusters Score -459494 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -459515.343750 Penalty: 2883.375977
	Iteration 23Q: 3 clusters Score -459515.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -459532.031250 Penalty: 2883.375977
	Iteration 24Q: 3 clusters Score -459532 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -459543.125000 Penalty: 2883.375977
	Iteration 25Q: 3 clusters Score -459543.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -459554.968750 Penalty: 2883.375977
	Iteration 26Q: 3 clusters Score -459555 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -459568.968750 Penalty: 2883.375977
	Iteration 27Q: 3 clusters Score -459569 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -459580.187500 Penalty: 2883.375977
	Iteration 28Q: 3 clusters Score -459580.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -459591.281250 Penalty: 2883.375977
	Iteration 29Q: 3 clusters Score -459591.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -459602.000000 Penalty: 2883.375977
	Iteration 30Q: 3 clusters Score -459602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -459614.593750 Penalty: 2883.375977
	Iteration 31Q: 3 clusters Score -459614.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -459626.281250 Penalty: 2883.375977
	Iteration 32Q: 3 clusters Score -459626.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -459631.062500 Penalty: 2883.375977
	Iteration 33Q: 3 clusters Score -459631.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -459634.531250 Penalty: 2883.375977
	Iteration 34Q: 3 clusters Score -459634.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -459640.625000 Penalty: 2883.375977
	Iteration 35Q: 3 clusters Score -459640.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -459650.125000 Penalty: 2883.375977
	Iteration 36Q: 3 clusters Score -459650.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -459656.125000 Penalty: 2883.375977
	Iteration 37Q: 3 clusters Score -459656.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -459661.843750 Penalty: 2883.375977
	Iteration 38Q: 3 clusters Score -459661.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -459667.375000 Penalty: 2883.375977
	Iteration 39Q: 3 clusters Score -459667.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -459673.625000 Penalty: 2883.375977
	Iteration 40F: 3 clusters Score -459673.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -459678.437500 Penalty: 2883.375977
	Iteration 41Q: 3 clusters Score -459678.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -459683.687500 Penalty: 2883.375977
	Iteration 42Q: 3 clusters Score -459683.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -459689.937500 Penalty: 2883.375977
	Iteration 43Q: 3 clusters Score -459689.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -459695.812500 Penalty: 2883.375977
	Iteration 44Q: 3 clusters Score -459695.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -459700.218750 Penalty: 2883.375977
	Iteration 45Q: 3 clusters Score -459700.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -459704.281250 Penalty: 2883.375977
	Iteration 46Q: 3 clusters Score -459704.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -459709.250000 Penalty: 2883.375977
	Iteration 47Q: 3 clusters Score -459709.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -459713.062500 Penalty: 2883.375977
	Iteration 48Q: 3 clusters Score -459713.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -459717.718750 Penalty: 2883.375977
	Iteration 49Q: 3 clusters Score -459717.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -459718.812500 Penalty: 2883.375977
	Iteration 50Q: 3 clusters Score -459718.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -459719.812500 Penalty: 2883.375977
	Iteration 51Q: 3 clusters Score -459719.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -459720.593750 Penalty: 2883.375977
	Iteration 52Q: 3 clusters Score -459720.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -459721.843750 Penalty: 2883.375977
	Iteration 53Q: 3 clusters Score -459721.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -459722.406250 Penalty: 2883.375977
	Iteration 54Q: 3 clusters Score -459722.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -459722.406250 Penalty: 2883.375977
	Iteration 55F: 3 clusters Score -459722.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (487857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487857 members 
Entering Unmasked Estep 
Score: -30895194.000000 Penalty: 2128.388916
	Iteration 0F: 2 clusters Score -3.089519e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243730 members 
Mstep: Class 2 contains 244127 members 
Entering Unmasked Estep 
Score: -30564590.000000 Penalty: 4256.777832
	Iteration 0F: 3 clusters Score -3.056459e+07 nChanged 239455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233023 members 
Mstep: Class 2 contains 254834 members 
Entering Unmasked Estep 
Score: -30710042.000000 Penalty: 4256.777832
	Iteration 1F: 3 clusters Score -3.071004e+07 nChanged 13154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226397 members 
Mstep: Class 2 contains 261460 members 
Entering Unmasked Estep 
Score: -30712924.000000 Penalty: 4256.777832
	Iteration 2Q: 3 clusters Score -3.071292e+07 nChanged 16044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215787 members 
Mstep: Class 2 contains 272070 members 
Entering Unmasked Estep 
Score: -30717150.000000 Penalty: 4256.777832
	Iteration 3Q: 3 clusters Score -3.071715e+07 nChanged 20336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199359 members 
Mstep: Class 2 contains 288498 members 
Entering Unmasked Estep 
Score: -30724292.000000 Penalty: 4256.777832
	Iteration 4Q: 3 clusters Score -3.072429e+07 nChanged 26776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175201 members 
Mstep: Class 2 contains 312656 members 
Entering Unmasked Estep 
Score: -30738064.000000 Penalty: 4256.777832
	Iteration 5F: 3 clusters Score -3.073806e+07 nChanged 34734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141821 members 
Mstep: Class 2 contains 346036 members 
Entering Unmasked Estep 
Score: -30762230.000000 Penalty: 4256.777832
	Iteration 6F: 3 clusters Score -3.076223e+07 nChanged 41368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100949 members 
Mstep: Class 2 contains 386908 members 
Entering Unmasked Estep 
Score: -30797548.000000 Penalty: 4256.777832
	Iteration 7F: 3 clusters Score -3.079755e+07 nChanged 40753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60326 members 
Mstep: Class 2 contains 427531 members 
Entering Unmasked Estep 
Score: -30836924.000000 Penalty: 4256.777832
	Iteration 8F: 3 clusters Score -3.083692e+07 nChanged 30552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 458049 members 
Entering Unmasked Estep 
Score: -30867450.000000 Penalty: 4256.777832
	Iteration 9F: 3 clusters Score -3.086745e+07 nChanged 16748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 474795 members 
Entering Unmasked Estep 
Score: -30883472.000000 Penalty: 4256.777832
	Iteration 10Q: 3 clusters Score -3.088347e+07 nChanged 7360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 482149 members 
Entering Unmasked Estep 
Score: -30889752.000000 Penalty: 4256.777832
	Iteration 11Q: 3 clusters Score -3.088975e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 484918 members 
Entering Unmasked Estep 
Score: -30891928.000000 Penalty: 4256.777832
	Iteration 12Q: 3 clusters Score -3.089193e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 486012 members 
Entering Unmasked Estep 
Score: -30892604.000000 Penalty: 4256.777832
	Iteration 13Q: 3 clusters Score -3.08926e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 486510 members 
Entering Unmasked Estep 
Score: -30892990.000000 Penalty: 4256.777832
	Iteration 14Q: 3 clusters Score -3.089299e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 486774 members 
Entering Unmasked Estep 
Score: -30893218.000000 Penalty: 4256.777832
	Iteration 15Q: 3 clusters Score -3.089322e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 486883 members 
Entering Unmasked Estep 
Score: -30893296.000000 Penalty: 4256.777832
	Iteration 16Q: 3 clusters Score -3.08933e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 486948 members 
Entering Unmasked Estep 
Score: -30893360.000000 Penalty: 4256.777832
	Iteration 17Q: 3 clusters Score -3.089336e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 486971 members 
Entering Unmasked Estep 
Score: -30893378.000000 Penalty: 4256.777832
	Iteration 18Q: 3 clusters Score -3.089338e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 486974 members 
Entering Unmasked Estep 
Score: -30893454.000000 Penalty: 4256.777832
	Iteration 19Q: 3 clusters Score -3.089345e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 486976 members 
Entering Unmasked Estep 
Score: -30893490.000000 Penalty: 4256.777832
	Iteration 20F: 3 clusters Score -3.089349e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 486971 members 
Entering Unmasked Estep 
Score: -30893488.000000 Penalty: 4256.777832
	Iteration 21Q: 3 clusters Score -3.089349e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 486959 members 
Entering Unmasked Estep 
Score: -30893508.000000 Penalty: 4256.777832
	Iteration 22Q: 3 clusters Score -3.089351e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 486955 members 
Entering Unmasked Estep 
Score: -30893564.000000 Penalty: 4256.777832
	Iteration 23Q: 3 clusters Score -3.089356e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 486950 members 
Entering Unmasked Estep 
Score: -30893580.000000 Penalty: 4256.777832
	Iteration 24Q: 3 clusters Score -3.089358e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 486950 members 
Entering Unmasked Estep 
Score: -30893574.000000 Penalty: 4256.777832
	Iteration 25Q: 3 clusters Score -3.089357e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 486954 members 
Entering Unmasked Estep 
Score: -30893610.000000 Penalty: 4256.777832
	Iteration 26Q: 3 clusters Score -3.089361e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 486955 members 
Entering Unmasked Estep 
Score: -30893648.000000 Penalty: 4256.777832
	Iteration 27Q: 3 clusters Score -3.089365e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 486937 members 
Entering Unmasked Estep 
Score: -30893636.000000 Penalty: 4256.777832
	Iteration 28Q: 3 clusters Score -3.089364e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 486916 members 
Entering Unmasked Estep 
Score: -30893644.000000 Penalty: 4256.777832
	Iteration 29Q: 3 clusters Score -3.089364e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 486889 members 
Entering Unmasked Estep 
Score: -30893672.000000 Penalty: 4256.777832
	Iteration 30Q: 3 clusters Score -3.089367e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 486859 members 
Entering Unmasked Estep 
Score: -30893696.000000 Penalty: 4256.777832
	Iteration 31Q: 3 clusters Score -3.08937e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 486834 members 
Entering Unmasked Estep 
Score: -30893720.000000 Penalty: 4256.777832
	Iteration 32Q: 3 clusters Score -3.089372e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 486810 members 
Entering Unmasked Estep 
Score: -30893758.000000 Penalty: 4256.777832
	Iteration 33Q: 3 clusters Score -3.089376e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 486795 members 
Entering Unmasked Estep 
Score: -30893780.000000 Penalty: 4256.777832
	Iteration 34Q: 3 clusters Score -3.089378e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 486787 members 
Entering Unmasked Estep 
Score: -30893758.000000 Penalty: 4256.777832
	Iteration 35Q: 3 clusters Score -3.089376e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 486775 members 
Entering Unmasked Estep 
Score: -30893760.000000 Penalty: 4256.777832
	Iteration 36Q: 3 clusters Score -3.089376e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 486772 members 
Entering Unmasked Estep 
Score: -30893760.000000 Penalty: 4256.777832
	Iteration 37Q: 3 clusters Score -3.089376e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 486766 members 
Entering Unmasked Estep 
Score: -30893734.000000 Penalty: 4256.777832
	Iteration 38Q: 3 clusters Score -3.089373e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 486757 members 
Entering Unmasked Estep 
Score: -30893760.000000 Penalty: 4256.777832
	Iteration 39Q: 3 clusters Score -3.089376e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 486749 members 
Entering Unmasked Estep 
Score: -30893764.000000 Penalty: 4256.777832
	Iteration 40F: 3 clusters Score -3.089376e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 486740 members 
Entering Unmasked Estep 
Score: -30893782.000000 Penalty: 4256.777832
	Iteration 41Q: 3 clusters Score -3.089378e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 486730 members 
Entering Unmasked Estep 
Score: -30893778.000000 Penalty: 4256.777832
	Iteration 42Q: 3 clusters Score -3.089378e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 486721 members 
Entering Unmasked Estep 
Score: -30893790.000000 Penalty: 4256.777832
	Iteration 43Q: 3 clusters Score -3.089379e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 486712 members 
Entering Unmasked Estep 
Score: -30893798.000000 Penalty: 4256.777832
	Iteration 44Q: 3 clusters Score -3.08938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 486705 members 
Entering Unmasked Estep 
Score: -30893794.000000 Penalty: 4256.777832
	Iteration 45Q: 3 clusters Score -3.089379e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 486698 members 
Entering Unmasked Estep 
Score: -30893800.000000 Penalty: 4256.777832
	Iteration 46Q: 3 clusters Score -3.08938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 486695 members 
Entering Unmasked Estep 
Score: -30893822.000000 Penalty: 4256.777832
	Iteration 47Q: 3 clusters Score -3.089382e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 486689 members 
Entering Unmasked Estep 
Score: -30893816.000000 Penalty: 4256.777832
	Iteration 48Q: 3 clusters Score -3.089382e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 486694 members 
Entering Unmasked Estep 
Score: -30893848.000000 Penalty: 4256.777832
	Iteration 49Q: 3 clusters Score -3.089385e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 486693 members 
Entering Unmasked Estep 
Score: -30893868.000000 Penalty: 4256.777832
	Iteration 50Q: 3 clusters Score -3.089387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 486691 members 
Entering Unmasked Estep 
Score: -30893866.000000 Penalty: 4256.777832
	Iteration 51Q: 3 clusters Score -3.089387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 486686 members 
Entering Unmasked Estep 
Score: -30893852.000000 Penalty: 4256.777832
	Iteration 52Q: 3 clusters Score -3.089385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 486680 members 
Entering Unmasked Estep 
Score: -30893852.000000 Penalty: 4256.777832
	Iteration 53Q: 3 clusters Score -3.089385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 486673 members 
Entering Unmasked Estep 
Score: -30893840.000000 Penalty: 4256.777832
	Iteration 54Q: 3 clusters Score -3.089384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 486668 members 
Entering Unmasked Estep 
Score: -30893858.000000 Penalty: 4256.777832
	Iteration 55Q: 3 clusters Score -3.089386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 486664 members 
Entering Unmasked Estep 
Score: -30893854.000000 Penalty: 4256.777832
	Iteration 56Q: 3 clusters Score -3.089385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 486661 members 
Entering Unmasked Estep 
Score: -30893848.000000 Penalty: 4256.777832
	Iteration 57Q: 3 clusters Score -3.089385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 486656 members 
Entering Unmasked Estep 
Score: -30893850.000000 Penalty: 4256.777832
	Iteration 58Q: 3 clusters Score -3.089385e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 486656 members 
Entering Unmasked Estep 
Score: -30893850.000000 Penalty: 4256.777832
	Iteration 59F: 3 clusters Score -3.089385e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Entering Unmasked Estep 
Score: -221222.109375 Penalty: 1323.981323
	Iteration 0F: 2 clusters Score -221222.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -218222.218750 Penalty: 2647.962646
	Iteration 0F: 3 clusters Score -218222.2 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -218946.046875 Penalty: 2647.962646
	Iteration 1F: 3 clusters Score -218946 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -219083.328125 Penalty: 2647.962646
	Iteration 2F: 3 clusters Score -219083.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -219183.734375 Penalty: 2647.962646
	Iteration 3Q: 3 clusters Score -219183.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -219253.687500 Penalty: 2647.962646
	Iteration 4Q: 3 clusters Score -219253.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -219301.359375 Penalty: 2647.962646
	Iteration 5Q: 3 clusters Score -219301.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -219342.750000 Penalty: 2647.962646
	Iteration 6Q: 3 clusters Score -219342.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -219370.843750 Penalty: 2647.962646
	Iteration 7Q: 3 clusters Score -219370.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -219394.921875 Penalty: 2647.962646
	Iteration 8Q: 3 clusters Score -219394.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -219419.156250 Penalty: 2647.962646
	Iteration 9Q: 3 clusters Score -219419.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -219449.171875 Penalty: 2647.962646
	Iteration 10Q: 3 clusters Score -219449.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -219494.781250 Penalty: 2647.962646
	Iteration 11Q: 3 clusters Score -219494.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -219556.078125 Penalty: 2647.962646
	Iteration 12Q: 3 clusters Score -219556.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -219609.734375 Penalty: 2647.962646
	Iteration 13Q: 3 clusters Score -219609.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -219674.515625 Penalty: 2647.962646
	Iteration 14Q: 3 clusters Score -219674.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -219742.875000 Penalty: 2647.962646
	Iteration 15Q: 3 clusters Score -219742.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -219792.609375 Penalty: 2647.962646
	Iteration 16Q: 3 clusters Score -219792.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -219839.078125 Penalty: 2647.962646
	Iteration 17Q: 3 clusters Score -219839.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -219880.734375 Penalty: 2647.962646
	Iteration 18Q: 3 clusters Score -219880.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -219917.875000 Penalty: 2647.962646
	Iteration 19Q: 3 clusters Score -219917.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -219958.250000 Penalty: 2647.962646
	Iteration 20F: 3 clusters Score -219958.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -219995.359375 Penalty: 2647.962646
	Iteration 21Q: 3 clusters Score -219995.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -220017.312500 Penalty: 2647.962646
	Iteration 22Q: 3 clusters Score -220017.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -220032.859375 Penalty: 2647.962646
	Iteration 23Q: 3 clusters Score -220032.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -220043.406250 Penalty: 2647.962646
	Iteration 24Q: 3 clusters Score -220043.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -220053.562500 Penalty: 2647.962646
	Iteration 25Q: 3 clusters Score -220053.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -220058.265625 Penalty: 2647.962646
	Iteration 26Q: 3 clusters Score -220058.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -220060.187500 Penalty: 2647.962646
	Iteration 27Q: 3 clusters Score -220060.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -220061.515625 Penalty: 2647.962646
	Iteration 28Q: 3 clusters Score -220061.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -220064.500000 Penalty: 2647.962646
	Iteration 29Q: 3 clusters Score -220064.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -220070.109375 Penalty: 2647.962646
	Iteration 30Q: 3 clusters Score -220070.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -220073.125000 Penalty: 2647.962646
	Iteration 31Q: 3 clusters Score -220073.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -220075.046875 Penalty: 2647.962646
	Iteration 32Q: 3 clusters Score -220075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -220077.312500 Penalty: 2647.962646
	Iteration 33Q: 3 clusters Score -220077.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -220078.062500 Penalty: 2647.962646
	Iteration 34Q: 3 clusters Score -220078.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -220078.062500 Penalty: 2647.962646
	Iteration 35F: 3 clusters Score -220078.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -94661.421875 Penalty: 1190.550659
	Iteration 0F: 2 clusters Score -94661.42 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 765 members 
Entering Unmasked Estep 
Score: -92902.890625 Penalty: 2381.101318
	Iteration 0F: 3 clusters Score -92902.89 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -93253.937500 Penalty: 2381.101318
	Iteration 1F: 3 clusters Score -93253.94 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -93335.234375 Penalty: 2381.101318
	Iteration 2F: 3 clusters Score -93335.23 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -93380.632812 Penalty: 2381.101318
	Iteration 3Q: 3 clusters Score -93380.63 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -93409.820312 Penalty: 2381.101318
	Iteration 4Q: 3 clusters Score -93409.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -93425.335938 Penalty: 2381.101318
	Iteration 5Q: 3 clusters Score -93425.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -93440.421875 Penalty: 2381.101318
	Iteration 6Q: 3 clusters Score -93440.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -93451.359375 Penalty: 2381.101318
	Iteration 7Q: 3 clusters Score -93451.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -93469.242188 Penalty: 2381.101318
	Iteration 8Q: 3 clusters Score -93469.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -93481.687500 Penalty: 2381.101318
	Iteration 9Q: 3 clusters Score -93481.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -93485.656250 Penalty: 2381.101318
	Iteration 10Q: 3 clusters Score -93485.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -93488.703125 Penalty: 2381.101318
	Iteration 11Q: 3 clusters Score -93488.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -93489.757812 Penalty: 2381.101318
	Iteration 12Q: 3 clusters Score -93489.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -93490.023438 Penalty: 2381.101318
	Iteration 13Q: 3 clusters Score -93490.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -93490.023438 Penalty: 2381.101318
	Iteration 14F: 3 clusters Score -93490.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Entering Unmasked Estep 
Score: -530593.875000 Penalty: 1460.439819
	Iteration 0F: 2 clusters Score -530593.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -524789.125000 Penalty: 2920.879639
	Iteration 0F: 3 clusters Score -524789.1 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -526560.687500 Penalty: 2920.879639
	Iteration 1F: 3 clusters Score -526560.7 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -526851.687500 Penalty: 2920.879639
	Iteration 2F: 3 clusters Score -526851.7 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -527108.937500 Penalty: 2920.879639
	Iteration 3F: 3 clusters Score -527108.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -527386.312500 Penalty: 2920.879639
	Iteration 4F: 3 clusters Score -527386.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -527654.437500 Penalty: 2920.879639
	Iteration 5F: 3 clusters Score -527654.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -527945.000000 Penalty: 2920.879639
	Iteration 6Q: 3 clusters Score -527945 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -528258.812500 Penalty: 2920.879639
	Iteration 7Q: 3 clusters Score -528258.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -528578.187500 Penalty: 2920.879639
	Iteration 8Q: 3 clusters Score -528578.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -528862.375000 Penalty: 2920.879639
	Iteration 9Q: 3 clusters Score -528862.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -529223.187500 Penalty: 2920.879639
	Iteration 10Q: 3 clusters Score -529223.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -529603.812500 Penalty: 2920.879639
	Iteration 11Q: 3 clusters Score -529603.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -529889.062500 Penalty: 2920.879639
	Iteration 12Q: 3 clusters Score -529889.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -530003.687500 Penalty: 2920.879639
	Iteration 13Q: 3 clusters Score -530003.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -530060.250000 Penalty: 2920.879639
	Iteration 14Q: 3 clusters Score -530060.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -530094.625000 Penalty: 2920.879639
	Iteration 15Q: 3 clusters Score -530094.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -530116.500000 Penalty: 2920.879639
	Iteration 16Q: 3 clusters Score -530116.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -530140.125000 Penalty: 2920.879639
	Iteration 17Q: 3 clusters Score -530140.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -530168.000000 Penalty: 2920.879639
	Iteration 18Q: 3 clusters Score -530168 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -530190.750000 Penalty: 2920.879639
	Iteration 19Q: 3 clusters Score -530190.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -530212.375000 Penalty: 2920.879639
	Iteration 20F: 3 clusters Score -530212.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -530237.187500 Penalty: 2920.879639
	Iteration 21Q: 3 clusters Score -530237.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -530257.562500 Penalty: 2920.879639
	Iteration 22Q: 3 clusters Score -530257.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -530274.062500 Penalty: 2920.879639
	Iteration 23Q: 3 clusters Score -530274.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -530286.000000 Penalty: 2920.879639
	Iteration 24Q: 3 clusters Score -530286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -530294.875000 Penalty: 2920.879639
	Iteration 25Q: 3 clusters Score -530294.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -530302.687500 Penalty: 2920.879639
	Iteration 26Q: 3 clusters Score -530302.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -530307.312500 Penalty: 2920.879639
	Iteration 27Q: 3 clusters Score -530307.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -530310.875000 Penalty: 2920.879639
	Iteration 28Q: 3 clusters Score -530310.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -530314.312500 Penalty: 2920.879639
	Iteration 29Q: 3 clusters Score -530314.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -530315.562500 Penalty: 2920.879639
	Iteration 30Q: 3 clusters Score -530315.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -530317.312500 Penalty: 2920.879639
	Iteration 31Q: 3 clusters Score -530317.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -530319.125000 Penalty: 2920.879639
	Iteration 32Q: 3 clusters Score -530319.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -530319.937500 Penalty: 2920.879639
	Iteration 33Q: 3 clusters Score -530319.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -530319.437500 Penalty: 2920.879639
	Iteration 34Q: 3 clusters Score -530319.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -530320.375000 Penalty: 2920.879639
	Iteration 35Q: 3 clusters Score -530320.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -530320.187500 Penalty: 2920.879639
	Iteration 36Q: 3 clusters Score -530320.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -530320.375000 Penalty: 2920.879639
	Iteration 37Q: 3 clusters Score -530320.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -530320.375000 Penalty: 2920.879639
	Iteration 38F: 3 clusters Score -530320.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Entering Unmasked Estep 
Score: -625917.062500 Penalty: 1486.711914
	Iteration 0F: 2 clusters Score -625917.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -619123.437500 Penalty: 2973.423828
	Iteration 0F: 3 clusters Score -619123.4 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -621258.437500 Penalty: 2973.423828
	Iteration 1F: 3 clusters Score -621258.4 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -621652.625000 Penalty: 2973.423828
	Iteration 2F: 3 clusters Score -621652.6 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -622052.500000 Penalty: 2973.423828
	Iteration 3F: 3 clusters Score -622052.5 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -622481.812500 Penalty: 2973.423828
	Iteration 4F: 3 clusters Score -622481.8 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -623016.250000 Penalty: 2973.423828
	Iteration 5F: 3 clusters Score -623016.2 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -623557.750000 Penalty: 2973.423828
	Iteration 6F: 3 clusters Score -623557.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -623985.250000 Penalty: 2973.423828
	Iteration 7F: 3 clusters Score -623985.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -624276.750000 Penalty: 2973.423828
	Iteration 8Q: 3 clusters Score -624276.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -624428.625000 Penalty: 2973.423828
	Iteration 9Q: 3 clusters Score -624428.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -624499.500000 Penalty: 2973.423828
	Iteration 10Q: 3 clusters Score -624499.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -624535.437500 Penalty: 2973.423828
	Iteration 11Q: 3 clusters Score -624535.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -624560.312500 Penalty: 2973.423828
	Iteration 12Q: 3 clusters Score -624560.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -624582.125000 Penalty: 2973.423828
	Iteration 13Q: 3 clusters Score -624582.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -624595.187500 Penalty: 2973.423828
	Iteration 14Q: 3 clusters Score -624595.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -624599.750000 Penalty: 2973.423828
	Iteration 15Q: 3 clusters Score -624599.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -624606.250000 Penalty: 2973.423828
	Iteration 16Q: 3 clusters Score -624606.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -624606.312500 Penalty: 2973.423828
	Iteration 17Q: 3 clusters Score -624606.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -624608.687500 Penalty: 2973.423828
	Iteration 18Q: 3 clusters Score -624608.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -624610.750000 Penalty: 2973.423828
	Iteration 19Q: 3 clusters Score -624610.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -624612.187500 Penalty: 2973.423828
	Iteration 20F: 3 clusters Score -624612.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -624613.750000 Penalty: 2973.423828
	Iteration 21Q: 3 clusters Score -624613.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -624615.437500 Penalty: 2973.423828
	Iteration 22Q: 3 clusters Score -624615.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -624618.062500 Penalty: 2973.423828
	Iteration 23Q: 3 clusters Score -624618.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -624618.500000 Penalty: 2973.423828
	Iteration 24Q: 3 clusters Score -624618.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -624621.062500 Penalty: 2973.423828
	Iteration 25Q: 3 clusters Score -624621.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -624624.750000 Penalty: 2973.423828
	Iteration 26Q: 3 clusters Score -624624.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -624625.750000 Penalty: 2973.423828
	Iteration 27Q: 3 clusters Score -624625.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -624628.250000 Penalty: 2973.423828
	Iteration 28Q: 3 clusters Score -624628.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -624629.937500 Penalty: 2973.423828
	Iteration 29Q: 3 clusters Score -624629.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -624632.000000 Penalty: 2973.423828
	Iteration 30Q: 3 clusters Score -624632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -624633.500000 Penalty: 2973.423828
	Iteration 31Q: 3 clusters Score -624633.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -624639.062500 Penalty: 2973.423828
	Iteration 32Q: 3 clusters Score -624639.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -624644.125000 Penalty: 2973.423828
	Iteration 33Q: 3 clusters Score -624644.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -624645.437500 Penalty: 2973.423828
	Iteration 34Q: 3 clusters Score -624645.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -624648.937500 Penalty: 2973.423828
	Iteration 35Q: 3 clusters Score -624648.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -624649.812500 Penalty: 2973.423828
	Iteration 36Q: 3 clusters Score -624649.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -624649.562500 Penalty: 2973.423828
	Iteration 37Q: 3 clusters Score -624649.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -624652.875000 Penalty: 2973.423828
	Iteration 38Q: 3 clusters Score -624652.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -624657.187500 Penalty: 2973.423828
	Iteration 39Q: 3 clusters Score -624657.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -624660.625000 Penalty: 2973.423828
	Iteration 40F: 3 clusters Score -624660.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -624665.062500 Penalty: 2973.423828
	Iteration 41Q: 3 clusters Score -624665.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -624665.937500 Penalty: 2973.423828
	Iteration 42Q: 3 clusters Score -624665.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -624664.937500 Penalty: 2973.423828
	Iteration 43Q: 3 clusters Score -624664.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -624667.625000 Penalty: 2973.423828
	Iteration 44Q: 3 clusters Score -624667.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -624667.125000 Penalty: 2973.423828
	Iteration 45Q: 3 clusters Score -624667.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -624668.750000 Penalty: 2973.423828
	Iteration 46Q: 3 clusters Score -624668.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -624669.937500 Penalty: 2973.423828
	Iteration 47Q: 3 clusters Score -624669.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -624670.937500 Penalty: 2973.423828
	Iteration 48Q: 3 clusters Score -624670.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -624669.875000 Penalty: 2973.423828
	Iteration 49Q: 3 clusters Score -624669.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -624670.375000 Penalty: 2973.423828
	Iteration 50Q: 3 clusters Score -624670.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -624670.375000 Penalty: 2973.423828
	Iteration 51F: 3 clusters Score -624670.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Entering Unmasked Estep 
Score: -520507.187500 Penalty: 1474.479126
	Iteration 0F: 2 clusters Score -520507.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -514130.562500 Penalty: 2948.958252
	Iteration 0F: 3 clusters Score -514130.6 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -516183.843750 Penalty: 2948.958252
	Iteration 1F: 3 clusters Score -516183.8 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -516472.562500 Penalty: 2948.958252
	Iteration 2F: 3 clusters Score -516472.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -516708.750000 Penalty: 2948.958252
	Iteration 3F: 3 clusters Score -516708.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -516902.125000 Penalty: 2948.958252
	Iteration 4Q: 3 clusters Score -516902.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -517068.718750 Penalty: 2948.958252
	Iteration 5Q: 3 clusters Score -517068.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -517223.343750 Penalty: 2948.958252
	Iteration 6Q: 3 clusters Score -517223.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -517351.093750 Penalty: 2948.958252
	Iteration 7Q: 3 clusters Score -517351.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -517465.625000 Penalty: 2948.958252
	Iteration 8Q: 3 clusters Score -517465.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -517561.750000 Penalty: 2948.958252
	Iteration 9Q: 3 clusters Score -517561.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -517644.812500 Penalty: 2948.958252
	Iteration 10Q: 3 clusters Score -517644.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -517726.562500 Penalty: 2948.958252
	Iteration 11Q: 3 clusters Score -517726.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -517795.656250 Penalty: 2948.958252
	Iteration 12Q: 3 clusters Score -517795.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -517854.500000 Penalty: 2948.958252
	Iteration 13Q: 3 clusters Score -517854.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -517910.375000 Penalty: 2948.958252
	Iteration 14Q: 3 clusters Score -517910.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -517974.968750 Penalty: 2948.958252
	Iteration 15Q: 3 clusters Score -517975 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -518030.625000 Penalty: 2948.958252
	Iteration 16Q: 3 clusters Score -518030.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -518076.062500 Penalty: 2948.958252
	Iteration 17Q: 3 clusters Score -518076.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -518128.062500 Penalty: 2948.958252
	Iteration 18Q: 3 clusters Score -518128.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -518187.593750 Penalty: 2948.958252
	Iteration 19Q: 3 clusters Score -518187.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -518254.500000 Penalty: 2948.958252
	Iteration 20F: 3 clusters Score -518254.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -518320.375000 Penalty: 2948.958252
	Iteration 21Q: 3 clusters Score -518320.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -518401.093750 Penalty: 2948.958252
	Iteration 22Q: 3 clusters Score -518401.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -518464.156250 Penalty: 2948.958252
	Iteration 23Q: 3 clusters Score -518464.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -518526.875000 Penalty: 2948.958252
	Iteration 24Q: 3 clusters Score -518526.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -518588.437500 Penalty: 2948.958252
	Iteration 25Q: 3 clusters Score -518588.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -518655.437500 Penalty: 2948.958252
	Iteration 26Q: 3 clusters Score -518655.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -518736.843750 Penalty: 2948.958252
	Iteration 27Q: 3 clusters Score -518736.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -518808.343750 Penalty: 2948.958252
	Iteration 28Q: 3 clusters Score -518808.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -518866.656250 Penalty: 2948.958252
	Iteration 29Q: 3 clusters Score -518866.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -518919.187500 Penalty: 2948.958252
	Iteration 30Q: 3 clusters Score -518919.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -518956.281250 Penalty: 2948.958252
	Iteration 31Q: 3 clusters Score -518956.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -518986.500000 Penalty: 2948.958252
	Iteration 32Q: 3 clusters Score -518986.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -519007.968750 Penalty: 2948.958252
	Iteration 33Q: 3 clusters Score -519008 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -519023.000000 Penalty: 2948.958252
	Iteration 34Q: 3 clusters Score -519023 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -519036.468750 Penalty: 2948.958252
	Iteration 35Q: 3 clusters Score -519036.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -519047.093750 Penalty: 2948.958252
	Iteration 36Q: 3 clusters Score -519047.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -519059.562500 Penalty: 2948.958252
	Iteration 37Q: 3 clusters Score -519059.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -519072.187500 Penalty: 2948.958252
	Iteration 38Q: 3 clusters Score -519072.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -519084.406250 Penalty: 2948.958252
	Iteration 39Q: 3 clusters Score -519084.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -519095.375000 Penalty: 2948.958252
	Iteration 40F: 3 clusters Score -519095.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -519109.531250 Penalty: 2948.958252
	Iteration 41Q: 3 clusters Score -519109.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -519130.187500 Penalty: 2948.958252
	Iteration 42Q: 3 clusters Score -519130.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -519150.531250 Penalty: 2948.958252
	Iteration 43Q: 3 clusters Score -519150.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -519163.437500 Penalty: 2948.958252
	Iteration 44Q: 3 clusters Score -519163.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -519175.375000 Penalty: 2948.958252
	Iteration 45Q: 3 clusters Score -519175.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -519187.593750 Penalty: 2948.958252
	Iteration 46Q: 3 clusters Score -519187.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -519196.937500 Penalty: 2948.958252
	Iteration 47Q: 3 clusters Score -519196.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -519208.343750 Penalty: 2948.958252
	Iteration 48Q: 3 clusters Score -519208.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -519219.531250 Penalty: 2948.958252
	Iteration 49Q: 3 clusters Score -519219.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -519231.093750 Penalty: 2948.958252
	Iteration 50Q: 3 clusters Score -519231.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -519245.000000 Penalty: 2948.958252
	Iteration 51Q: 3 clusters Score -519245 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -519254.843750 Penalty: 2948.958252
	Iteration 52Q: 3 clusters Score -519254.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -519258.625000 Penalty: 2948.958252
	Iteration 53Q: 3 clusters Score -519258.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -519262.843750 Penalty: 2948.958252
	Iteration 54Q: 3 clusters Score -519262.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -519267.187500 Penalty: 2948.958252
	Iteration 55Q: 3 clusters Score -519267.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -519269.875000 Penalty: 2948.958252
	Iteration 56Q: 3 clusters Score -519269.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -519272.625000 Penalty: 2948.958252
	Iteration 57Q: 3 clusters Score -519272.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -519273.875000 Penalty: 2948.958252
	Iteration 58Q: 3 clusters Score -519273.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -519272.718750 Penalty: 2948.958252
	Iteration 59Q: 3 clusters Score -519272.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -519273.656250 Penalty: 2948.958252
	Iteration 60F: 3 clusters Score -519273.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -519275.125000 Penalty: 2948.958252
	Iteration 61Q: 3 clusters Score -519275.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -519275.625000 Penalty: 2948.958252
	Iteration 62Q: 3 clusters Score -519275.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -519276.593750 Penalty: 2948.958252
	Iteration 63Q: 3 clusters Score -519276.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -519276.968750 Penalty: 2948.958252
	Iteration 64Q: 3 clusters Score -519277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -519279.437500 Penalty: 2948.958252
	Iteration 65Q: 3 clusters Score -519279.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -519280.125000 Penalty: 2948.958252
	Iteration 66Q: 3 clusters Score -519280.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -519280.281250 Penalty: 2948.958252
	Iteration 67Q: 3 clusters Score -519280.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -519281.687500 Penalty: 2948.958252
	Iteration 68Q: 3 clusters Score -519281.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -519282.593750 Penalty: 2948.958252
	Iteration 69Q: 3 clusters Score -519282.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -519283.906250 Penalty: 2948.958252
	Iteration 70Q: 3 clusters Score -519283.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -519284.562500 Penalty: 2948.958252
	Iteration 71Q: 3 clusters Score -519284.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -519285.718750 Penalty: 2948.958252
	Iteration 72Q: 3 clusters Score -519285.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -519287.531250 Penalty: 2948.958252
	Iteration 73Q: 3 clusters Score -519287.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -519288.781250 Penalty: 2948.958252
	Iteration 74Q: 3 clusters Score -519288.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -519290.125000 Penalty: 2948.958252
	Iteration 75Q: 3 clusters Score -519290.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -519292.937500 Penalty: 2948.958252
	Iteration 76Q: 3 clusters Score -519292.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -519293.187500 Penalty: 2948.958252
	Iteration 77Q: 3 clusters Score -519293.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -519293.750000 Penalty: 2948.958252
	Iteration 78Q: 3 clusters Score -519293.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -519293.031250 Penalty: 2948.958252
	Iteration 79Q: 3 clusters Score -519293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -519293.875000 Penalty: 2948.958252
	Iteration 80F: 3 clusters Score -519293.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -519293.406250 Penalty: 2948.958252
	Iteration 81Q: 3 clusters Score -519293.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -519294.156250 Penalty: 2948.958252
	Iteration 82Q: 3 clusters Score -519294.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -519293.500000 Penalty: 2948.958252
	Iteration 83Q: 3 clusters Score -519293.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -519293.843750 Penalty: 2948.958252
	Iteration 84Q: 3 clusters Score -519293.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -519293.843750 Penalty: 2948.958252
	Iteration 85F: 3 clusters Score -519293.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 28155 members 
Mstep: Class 3 contains 10766 members 
Mstep: Class 4 contains 4186 members 
Mstep: Class 5 contains 5606 members 
Mstep: Class 6 contains 1693 members 
Mstep: Class 7 contains 8177 members 
Mstep: Class 8 contains 76549 members 
Mstep: Class 9 contains 5187 members 
Mstep: Class 10 contains 7684 members 
Mstep: Class 11 contains 7129 members 
Mstep: Class 12 contains 487857 members 
Mstep: Class 16 contains 3455 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 8001 members 
Mstep: Class 21 contains 9405 members 
Mstep: Class 22 contains 8723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200252.000000 Penalty: 37101.382812
Iteration 119Q: 18 clusters Score -4.220025e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 28161 members 
Mstep: Class 3 contains 10772 members 
Mstep: Class 4 contains 4188 members 
Mstep: Class 5 contains 5610 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 8173 members 
Mstep: Class 8 contains 76546 members 
Mstep: Class 9 contains 5197 members 
Mstep: Class 10 contains 7683 members 
Mstep: Class 11 contains 7129 members 
Mstep: Class 12 contains 487697 members 
Mstep: Class 16 contains 3465 members 
Mstep: Class 19 contains 1522 members 
Mstep: Class 20 contains 8000 members 
Mstep: Class 21 contains 9538 members 
Mstep: Class 22 contains 8717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200220.000000 Penalty: 37101.382812
Iteration 120F: 18 clusters Score -4.220022e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 28167 members 
Mstep: Class 3 contains 10769 members 
Mstep: Class 4 contains 4188 members 
Mstep: Class 5 contains 5615 members 
Mstep: Class 6 contains 1693 members 
Mstep: Class 7 contains 8166 members 
Mstep: Class 8 contains 76548 members 
Mstep: Class 9 contains 5209 members 
Mstep: Class 10 contains 7683 members 
Mstep: Class 11 contains 7128 members 
Mstep: Class 12 contains 487552 members 
Mstep: Class 16 contains 3471 members 
Mstep: Class 19 contains 1524 members 
Mstep: Class 20 contains 7999 members 
Mstep: Class 21 contains 9659 members 
Mstep: Class 22 contains 8717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200280.000000 Penalty: 37101.382812
Iteration 121Q: 18 clusters Score -4.220028e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10771 members 
Mstep: Class 4 contains 4184 members 
Mstep: Class 5 contains 5617 members 
Mstep: Class 6 contains 1692 members 
Mstep: Class 7 contains 8161 members 
Mstep: Class 8 contains 76552 members 
Mstep: Class 9 contains 5224 members 
Mstep: Class 10 contains 7684 members 
Mstep: Class 11 contains 7129 members 
Mstep: Class 12 contains 487402 members 
Mstep: Class 16 contains 3473 members 
Mstep: Class 19 contains 1525 members 
Mstep: Class 20 contains 7999 members 
Mstep: Class 21 contains 9782 members 
Mstep: Class 22 contains 8714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200236.000000 Penalty: 37101.382812
Iteration 122Q: 18 clusters Score -4.220024e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 28186 members 
Mstep: Class 3 contains 10776 members 
Mstep: Class 4 contains 4182 members 
Mstep: Class 5 contains 5622 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 8159 members 
Mstep: Class 8 contains 76556 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 7686 members 
Mstep: Class 11 contains 7129 members 
Mstep: Class 12 contains 487256 members 
Mstep: Class 16 contains 3478 members 
Mstep: Class 19 contains 1524 members 
Mstep: Class 20 contains 8000 members 
Mstep: Class 21 contains 9901 members 
Mstep: Class 22 contains 8710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200244.000000 Penalty: 37101.382812
Iteration 123Q: 18 clusters Score -4.220024e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 28195 members 
Mstep: Class 3 contains 10775 members 
Mstep: Class 4 contains 4181 members 
Mstep: Class 5 contains 5628 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 8157 members 
Mstep: Class 8 contains 76557 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 7687 members 
Mstep: Class 11 contains 7129 members 
Mstep: Class 12 contains 487114 members 
Mstep: Class 16 contains 3485 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 7999 members 
Mstep: Class 21 contains 10021 members 
Mstep: Class 22 contains 8709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200208.000000 Penalty: 37101.382812
Iteration 124Q: 18 clusters Score -4.220021e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 28199 members 
Mstep: Class 3 contains 10773 members 
Mstep: Class 4 contains 4178 members 
Mstep: Class 5 contains 5631 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 8153 members 
Mstep: Class 8 contains 76560 members 
Mstep: Class 9 contains 5238 members 
Mstep: Class 10 contains 7690 members 
Mstep: Class 11 contains 7132 members 
Mstep: Class 12 contains 486966 members 
Mstep: Class 16 contains 3498 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8002 members 
Mstep: Class 21 contains 10135 members 
Mstep: Class 22 contains 8706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200260.000000 Penalty: 37101.382812
Iteration 125Q: 18 clusters Score -4.220026e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 28201 members 
Mstep: Class 3 contains 10775 members 
Mstep: Class 4 contains 4177 members 
Mstep: Class 5 contains 5628 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 8150 members 
Mstep: Class 8 contains 76566 members 
Mstep: Class 9 contains 5243 members 
Mstep: Class 10 contains 7692 members 
Mstep: Class 11 contains 7132 members 
Mstep: Class 12 contains 486839 members 
Mstep: Class 16 contains 3512 members 
Mstep: Class 19 contains 1528 members 
Mstep: Class 20 contains 8001 members 
Mstep: Class 21 contains 10237 members 
Mstep: Class 22 contains 8705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200300.000000 Penalty: 37101.382812
Iteration 126Q: 18 clusters Score -4.22003e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 28207 members 
Mstep: Class 3 contains 10776 members 
Mstep: Class 4 contains 4181 members 
Mstep: Class 5 contains 5628 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 8146 members 
Mstep: Class 8 contains 76566 members 
Mstep: Class 9 contains 5252 members 
Mstep: Class 10 contains 7693 members 
Mstep: Class 11 contains 7134 members 
Mstep: Class 12 contains 486709 members 
Mstep: Class 16 contains 3517 members 
Mstep: Class 19 contains 1528 members 
Mstep: Class 20 contains 8004 members 
Mstep: Class 21 contains 10337 members 
Mstep: Class 22 contains 8705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200300.000000 Penalty: 37101.382812
Iteration 127Q: 18 clusters Score -4.22003e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 28207 members 
Mstep: Class 3 contains 10775 members 
Mstep: Class 4 contains 4179 members 
Mstep: Class 5 contains 5631 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 8142 members 
Mstep: Class 8 contains 76557 members 
Mstep: Class 9 contains 5271 members 
Mstep: Class 10 contains 7694 members 
Mstep: Class 11 contains 7134 members 
Mstep: Class 12 contains 486585 members 
Mstep: Class 16 contains 3527 members 
Mstep: Class 19 contains 1529 members 
Mstep: Class 20 contains 8006 members 
Mstep: Class 21 contains 10440 members 
Mstep: Class 22 contains 8704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200404.000000 Penalty: 37101.382812
Iteration 128Q: 18 clusters Score -4.22004e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 28206 members 
Mstep: Class 3 contains 10773 members 
Mstep: Class 4 contains 4180 members 
Mstep: Class 5 contains 5632 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 8138 members 
Mstep: Class 8 contains 76554 members 
Mstep: Class 9 contains 5284 members 
Mstep: Class 10 contains 7694 members 
Mstep: Class 11 contains 7136 members 
Mstep: Class 12 contains 486457 members 
Mstep: Class 16 contains 3538 members 
Mstep: Class 19 contains 1530 members 
Mstep: Class 20 contains 8006 members 
Mstep: Class 21 contains 10543 members 
Mstep: Class 22 contains 8705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200396.000000 Penalty: 37101.382812
Iteration 129Q: 18 clusters Score -4.22004e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 28207 members 
Mstep: Class 3 contains 10766 members 
Mstep: Class 4 contains 4176 members 
Mstep: Class 5 contains 5635 members 
Mstep: Class 6 contains 1692 members 
Mstep: Class 7 contains 8133 members 
Mstep: Class 8 contains 76548 members 
Mstep: Class 9 contains 5301 members 
Mstep: Class 10 contains 7695 members 
Mstep: Class 11 contains 7138 members 
Mstep: Class 12 contains 486330 members 
Mstep: Class 16 contains 3548 members 
Mstep: Class 19 contains 1532 members 
Mstep: Class 20 contains 8008 members 
Mstep: Class 21 contains 10653 members 
Mstep: Class 22 contains 8707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200508.000000 Penalty: 37101.382812
Iteration 130Q: 18 clusters Score -4.220051e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 28209 members 
Mstep: Class 3 contains 10753 members 
Mstep: Class 4 contains 4175 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 1695 members 
Mstep: Class 7 contains 8131 members 
Mstep: Class 8 contains 76548 members 
Mstep: Class 9 contains 5315 members 
Mstep: Class 10 contains 7695 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 486208 members 
Mstep: Class 16 contains 3557 members 
Mstep: Class 19 contains 1534 members 
Mstep: Class 20 contains 8009 members 
Mstep: Class 21 contains 10751 members 
Mstep: Class 22 contains 8710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200468.000000 Penalty: 37101.382812
Iteration 131Q: 18 clusters Score -4.220047e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 28215 members 
Mstep: Class 3 contains 10749 members 
Mstep: Class 4 contains 4174 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 1695 members 
Mstep: Class 7 contains 8125 members 
Mstep: Class 8 contains 76541 members 
Mstep: Class 9 contains 5330 members 
Mstep: Class 10 contains 7696 members 
Mstep: Class 11 contains 7146 members 
Mstep: Class 12 contains 486074 members 
Mstep: Class 16 contains 3571 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 8012 members 
Mstep: Class 21 contains 10859 members 
Mstep: Class 22 contains 8710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200396.000000 Penalty: 37101.382812
Iteration 132Q: 18 clusters Score -4.22004e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 28221 members 
Mstep: Class 3 contains 10745 members 
Mstep: Class 4 contains 4178 members 
Mstep: Class 5 contains 5634 members 
Mstep: Class 6 contains 1696 members 
Mstep: Class 7 contains 8120 members 
Mstep: Class 8 contains 76540 members 
Mstep: Class 9 contains 5342 members 
Mstep: Class 10 contains 7697 members 
Mstep: Class 11 contains 7148 members 
Mstep: Class 12 contains 485946 members 
Mstep: Class 16 contains 3581 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 8015 members 
Mstep: Class 21 contains 10957 members 
Mstep: Class 22 contains 8711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200424.000000 Penalty: 37101.382812
Iteration 133Q: 18 clusters Score -4.220042e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 28226 members 
Mstep: Class 3 contains 10744 members 
Mstep: Class 4 contains 4185 members 
Mstep: Class 5 contains 5634 members 
Mstep: Class 6 contains 1696 members 
Mstep: Class 7 contains 8119 members 
Mstep: Class 8 contains 76537 members 
Mstep: Class 9 contains 5354 members 
Mstep: Class 10 contains 7697 members 
Mstep: Class 11 contains 7147 members 
Mstep: Class 12 contains 485842 members 
Mstep: Class 16 contains 3587 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 8020 members 
Mstep: Class 21 contains 11031 members 
Mstep: Class 22 contains 8711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200444.000000 Penalty: 37101.382812
Iteration 134Q: 18 clusters Score -4.220044e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 28226 members 
Mstep: Class 3 contains 10739 members 
Mstep: Class 4 contains 4187 members 
Mstep: Class 5 contains 5634 members 
Mstep: Class 6 contains 1696 members 
Mstep: Class 7 contains 8118 members 
Mstep: Class 8 contains 76542 members 
Mstep: Class 9 contains 5361 members 
Mstep: Class 10 contains 7699 members 
Mstep: Class 11 contains 7145 members 
Mstep: Class 12 contains 485758 members 
Mstep: Class 16 contains 3587 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 8021 members 
Mstep: Class 21 contains 11105 members 
Mstep: Class 22 contains 8709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200396.000000 Penalty: 37101.382812
Iteration 135Q: 18 clusters Score -4.22004e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 28222 members 
Mstep: Class 3 contains 10734 members 
Mstep: Class 4 contains 4192 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 1696 members 
Mstep: Class 7 contains 8113 members 
Mstep: Class 8 contains 76539 members 
Mstep: Class 9 contains 5374 members 
Mstep: Class 10 contains 7700 members 
Mstep: Class 11 contains 7142 members 
Mstep: Class 12 contains 485688 members 
Mstep: Class 16 contains 3592 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 8025 members 
Mstep: Class 21 contains 11171 members 
Mstep: Class 22 contains 8706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200432.000000 Penalty: 37101.382812
Iteration 136Q: 18 clusters Score -4.220043e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 28222 members 
Mstep: Class 3 contains 10729 members 
Mstep: Class 4 contains 4194 members 
Mstep: Class 5 contains 5635 members 
Mstep: Class 6 contains 1695 members 
Mstep: Class 7 contains 8105 members 
Mstep: Class 8 contains 76538 members 
Mstep: Class 9 contains 5386 members 
Mstep: Class 10 contains 7700 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 485621 members 
Mstep: Class 16 contains 3601 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 8032 members 
Mstep: Class 21 contains 11220 members 
Mstep: Class 22 contains 8703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200464.000000 Penalty: 37101.382812
Iteration 137Q: 18 clusters Score -4.220046e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 28218 members 
Mstep: Class 3 contains 10729 members 
Mstep: Class 4 contains 4192 members 
Mstep: Class 5 contains 5637 members 
Mstep: Class 6 contains 1694 members 
Mstep: Class 7 contains 8094 members 
Mstep: Class 8 contains 76538 members 
Mstep: Class 9 contains 5408 members 
Mstep: Class 10 contains 7701 members 
Mstep: Class 11 contains 7142 members 
Mstep: Class 12 contains 485559 members 
Mstep: Class 16 contains 3605 members 
Mstep: Class 19 contains 1535 members 
Mstep: Class 20 contains 8037 members 
Mstep: Class 21 contains 11276 members 
Mstep: Class 22 contains 8693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200420.000000 Penalty: 37101.382812
Iteration 138Q: 18 clusters Score -4.220042e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 28216 members 
Mstep: Class 3 contains 10728 members 
Mstep: Class 4 contains 4190 members 
Mstep: Class 5 contains 5638 members 
Mstep: Class 6 contains 1694 members 
Mstep: Class 7 contains 8085 members 
Mstep: Class 8 contains 76542 members 
Mstep: Class 9 contains 5427 members 
Mstep: Class 10 contains 7703 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 485492 members 
Mstep: Class 16 contains 3605 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 8042 members 
Mstep: Class 21 contains 11323 members 
Mstep: Class 22 contains 8689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200444.000000 Penalty: 37101.382812
Iteration 139Q: 18 clusters Score -4.220044e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 28214 members 
Mstep: Class 3 contains 10730 members 
Mstep: Class 4 contains 4188 members 
Mstep: Class 5 contains 5644 members 
Mstep: Class 6 contains 1694 members 
Mstep: Class 7 contains 8079 members 
Mstep: Class 8 contains 76537 members 
Mstep: Class 9 contains 5440 members 
Mstep: Class 10 contains 7703 members 
Mstep: Class 11 contains 7144 members 
Mstep: Class 12 contains 485437 members 
Mstep: Class 16 contains 3607 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 8042 members 
Mstep: Class 21 contains 11371 members 
Mstep: Class 22 contains 8684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200480.000000 Penalty: 37101.382812
Iteration 140F: 18 clusters Score -4.220048e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 28209 members 
Mstep: Class 3 contains 10728 members 
Mstep: Class 4 contains 4190 members 
Mstep: Class 5 contains 5648 members 
Mstep: Class 6 contains 1694 members 
Mstep: Class 7 contains 8078 members 
Mstep: Class 8 contains 76533 members 
Mstep: Class 9 contains 5449 members 
Mstep: Class 10 contains 7704 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 485401 members 
Mstep: Class 16 contains 3610 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 8044 members 
Mstep: Class 21 contains 11407 members 
Mstep: Class 22 contains 8678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200468.000000 Penalty: 37101.382812
Iteration 141Q: 18 clusters Score -4.220047e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 28210 members 
Mstep: Class 3 contains 10729 members 
Mstep: Class 4 contains 4193 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 1694 members 
Mstep: Class 7 contains 8072 members 
Mstep: Class 8 contains 76532 members 
Mstep: Class 9 contains 5458 members 
Mstep: Class 10 contains 7704 members 
Mstep: Class 11 contains 7142 members 
Mstep: Class 12 contains 485362 members 
Mstep: Class 16 contains 3609 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 8043 members 
Mstep: Class 21 contains 11443 members 
Mstep: Class 22 contains 8675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200488.000000 Penalty: 37101.382812
Iteration 142Q: 18 clusters Score -4.220049e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 28210 members 
Mstep: Class 3 contains 10731 members 
Mstep: Class 4 contains 4194 members 
Mstep: Class 5 contains 5652 members 
Mstep: Class 6 contains 1693 members 
Mstep: Class 7 contains 8069 members 
Mstep: Class 8 contains 76531 members 
Mstep: Class 9 contains 5461 members 
Mstep: Class 10 contains 7704 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 485324 members 
Mstep: Class 16 contains 3610 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 8043 members 
Mstep: Class 21 contains 11480 members 
Mstep: Class 22 contains 8673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200524.000000 Penalty: 37101.382812
Iteration 143Q: 18 clusters Score -4.220052e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 28210 members 
Mstep: Class 3 contains 10734 members 
Mstep: Class 4 contains 4196 members 
Mstep: Class 5 contains 5654 members 
Mstep: Class 6 contains 1693 members 
Mstep: Class 7 contains 8067 members 
Mstep: Class 8 contains 76530 members 
Mstep: Class 9 contains 5463 members 
Mstep: Class 10 contains 7704 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 485289 members 
Mstep: Class 16 contains 3609 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 8041 members 
Mstep: Class 21 contains 11510 members 
Mstep: Class 22 contains 8675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200456.000000 Penalty: 37101.382812
Iteration 144Q: 18 clusters Score -4.220046e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 28210 members 
Mstep: Class 3 contains 10738 members 
Mstep: Class 4 contains 4197 members 
Mstep: Class 5 contains 5657 members 
Mstep: Class 6 contains 1693 members 
Mstep: Class 7 contains 8063 members 
Mstep: Class 8 contains 76529 members 
Mstep: Class 9 contains 5470 members 
Mstep: Class 10 contains 7704 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 485261 members 
Mstep: Class 16 contains 3611 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 8042 members 
Mstep: Class 21 contains 11531 members 
Mstep: Class 22 contains 8669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200436.000000 Penalty: 37101.382812
Iteration 145Q: 18 clusters Score -4.220044e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 28212 members 
Mstep: Class 3 contains 10737 members 
Mstep: Class 4 contains 4200 members 
Mstep: Class 5 contains 5660 members 
Mstep: Class 6 contains 1692 members 
Mstep: Class 7 contains 8058 members 
Mstep: Class 8 contains 76529 members 
Mstep: Class 9 contains 5479 members 
Mstep: Class 10 contains 7704 members 
Mstep: Class 11 contains 7142 members 
Mstep: Class 12 contains 485238 members 
Mstep: Class 16 contains 3615 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 8043 members 
Mstep: Class 21 contains 11547 members 
Mstep: Class 22 contains 8663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200516.000000 Penalty: 37101.382812
Iteration 146Q: 18 clusters Score -4.220052e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 28210 members 
Mstep: Class 3 contains 10736 members 
Mstep: Class 4 contains 4200 members 
Mstep: Class 5 contains 5663 members 
Mstep: Class 6 contains 1693 members 
Mstep: Class 7 contains 8054 members 
Mstep: Class 8 contains 76526 members 
Mstep: Class 9 contains 5486 members 
Mstep: Class 10 contains 7704 members 
Mstep: Class 11 contains 7142 members 
Mstep: Class 12 contains 485218 members 
Mstep: Class 16 contains 3622 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 8045 members 
Mstep: Class 21 contains 11559 members 
Mstep: Class 22 contains 8660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200520.000000 Penalty: 37101.382812
Iteration 147Q: 18 clusters Score -4.220052e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 28211 members 
Mstep: Class 3 contains 10733 members 
Mstep: Class 4 contains 4197 members 
Mstep: Class 5 contains 5665 members 
Mstep: Class 6 contains 1693 members 
Mstep: Class 7 contains 8053 members 
Mstep: Class 8 contains 76526 members 
Mstep: Class 9 contains 5492 members 
Mstep: Class 10 contains 7704 members 
Mstep: Class 11 contains 7142 members 
Mstep: Class 12 contains 485199 members 
Mstep: Class 16 contains 3625 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 8045 members 
Mstep: Class 21 contains 11574 members 
Mstep: Class 22 contains 8657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200456.000000 Penalty: 37101.382812
Iteration 148Q: 18 clusters Score -4.220046e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 28211 members 
Mstep: Class 3 contains 10731 members 
Mstep: Class 4 contains 4200 members 
Mstep: Class 5 contains 5666 members 
Mstep: Class 6 contains 1693 members 
Mstep: Class 7 contains 8051 members 
Mstep: Class 8 contains 76529 members 
Mstep: Class 9 contains 5500 members 
Mstep: Class 10 contains 7704 members 
Mstep: Class 11 contains 7142 members 
Mstep: Class 12 contains 485176 members 
Mstep: Class 16 contains 3625 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 8044 members 
Mstep: Class 21 contains 11588 members 
Mstep: Class 22 contains 8656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200476.000000 Penalty: 37101.382812
Iteration 149Q: 18 clusters Score -4.220048e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 28208 members 
Mstep: Class 3 contains 10730 members 
Mstep: Class 4 contains 4202 members 
Mstep: Class 5 contains 5667 members 
Mstep: Class 6 contains 1694 members 
Mstep: Class 7 contains 8050 members 
Mstep: Class 8 contains 76530 members 
Mstep: Class 9 contains 5504 members 
Mstep: Class 10 contains 7704 members 
Mstep: Class 11 contains 7142 members 
Mstep: Class 12 contains 485149 members 
Mstep: Class 16 contains 3627 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 8045 members 
Mstep: Class 21 contains 11607 members 
Mstep: Class 22 contains 8656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200480.000000 Penalty: 37101.382812
Iteration 150Q: 18 clusters Score -4.220048e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 28205 members 
Mstep: Class 3 contains 10729 members 
Mstep: Class 4 contains 4206 members 
Mstep: Class 5 contains 5668 members 
Mstep: Class 6 contains 1695 members 
Mstep: Class 7 contains 8046 members 
Mstep: Class 8 contains 76529 members 
Mstep: Class 9 contains 5517 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7142 members 
Mstep: Class 12 contains 485129 members 
Mstep: Class 16 contains 3627 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 8044 members 
Mstep: Class 21 contains 11621 members 
Mstep: Class 22 contains 8655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200492.000000 Penalty: 37101.382812
Iteration 151Q: 18 clusters Score -4.220049e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 28205 members 
Mstep: Class 3 contains 10726 members 
Mstep: Class 4 contains 4206 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 1695 members 
Mstep: Class 7 contains 8047 members 
Mstep: Class 8 contains 76531 members 
Mstep: Class 9 contains 5521 members 
Mstep: Class 10 contains 7699 members 
Mstep: Class 11 contains 7141 members 
Mstep: Class 12 contains 485100 members 
Mstep: Class 16 contains 3629 members 
Mstep: Class 19 contains 1538 members 
Mstep: Class 20 contains 8044 members 
Mstep: Class 21 contains 11642 members 
Mstep: Class 22 contains 8658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200516.000000 Penalty: 37101.382812
Iteration 152Q: 18 clusters Score -4.220052e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 28203 members 
Mstep: Class 3 contains 10724 members 
Mstep: Class 4 contains 4205 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 1696 members 
Mstep: Class 7 contains 8046 members 
Mstep: Class 8 contains 76533 members 
Mstep: Class 9 contains 5528 members 
Mstep: Class 10 contains 7700 members 
Mstep: Class 11 contains 7142 members 
Mstep: Class 12 contains 485059 members 
Mstep: Class 16 contains 3631 members 
Mstep: Class 19 contains 1539 members 
Mstep: Class 20 contains 8047 members 
Mstep: Class 21 contains 11673 members 
Mstep: Class 22 contains 8657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200520.000000 Penalty: 37101.382812
Iteration 153Q: 18 clusters Score -4.220052e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 28203 members 
Mstep: Class 3 contains 10724 members 
Mstep: Class 4 contains 4207 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 1695 members 
Mstep: Class 7 contains 8043 members 
Mstep: Class 8 contains 76534 members 
Mstep: Class 9 contains 5537 members 
Mstep: Class 10 contains 7701 members 
Mstep: Class 11 contains 7142 members 
Mstep: Class 12 contains 485027 members 
Mstep: Class 16 contains 3636 members 
Mstep: Class 19 contains 1539 members 
Mstep: Class 20 contains 8047 members 
Mstep: Class 21 contains 11700 members 
Mstep: Class 22 contains 8649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200556.000000 Penalty: 37101.382812
Iteration 154Q: 18 clusters Score -4.220056e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 28201 members 
Mstep: Class 3 contains 10724 members 
Mstep: Class 4 contains 4204 members 
Mstep: Class 5 contains 5672 members 
Mstep: Class 6 contains 1695 members 
Mstep: Class 7 contains 8041 members 
Mstep: Class 8 contains 76534 members 
Mstep: Class 9 contains 5547 members 
Mstep: Class 10 contains 7701 members 
Mstep: Class 11 contains 7142 members 
Mstep: Class 12 contains 484999 members 
Mstep: Class 16 contains 3639 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 8048 members 
Mstep: Class 21 contains 11725 members 
Mstep: Class 22 contains 8642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200584.000000 Penalty: 37101.382812
Iteration 155Q: 18 clusters Score -4.220058e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 28201 members 
Mstep: Class 3 contains 10726 members 
Mstep: Class 4 contains 4203 members 
Mstep: Class 5 contains 5675 members 
Mstep: Class 6 contains 1697 members 
Mstep: Class 7 contains 8037 members 
Mstep: Class 8 contains 76530 members 
Mstep: Class 9 contains 5562 members 
Mstep: Class 10 contains 7701 members 
Mstep: Class 11 contains 7142 members 
Mstep: Class 12 contains 484969 members 
Mstep: Class 16 contains 3638 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 8048 members 
Mstep: Class 21 contains 11750 members 
Mstep: Class 22 contains 8634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200588.000000 Penalty: 37101.382812
Iteration 156Q: 18 clusters Score -4.220059e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 28201 members 
Mstep: Class 3 contains 10723 members 
Mstep: Class 4 contains 4202 members 
Mstep: Class 5 contains 5679 members 
Mstep: Class 6 contains 1697 members 
Mstep: Class 7 contains 8034 members 
Mstep: Class 8 contains 76528 members 
Mstep: Class 9 contains 5570 members 
Mstep: Class 10 contains 7701 members 
Mstep: Class 11 contains 7142 members 
Mstep: Class 12 contains 484939 members 
Mstep: Class 16 contains 3638 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 8048 members 
Mstep: Class 21 contains 11779 members 
Mstep: Class 22 contains 8633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200556.000000 Penalty: 37101.382812
Iteration 157Q: 18 clusters Score -4.220056e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 28203 members 
Mstep: Class 3 contains 10726 members 
Mstep: Class 4 contains 4190 members 
Mstep: Class 5 contains 5680 members 
Mstep: Class 6 contains 1697 members 
Mstep: Class 7 contains 8032 members 
Mstep: Class 8 contains 76524 members 
Mstep: Class 9 contains 5586 members 
Mstep: Class 10 contains 7701 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 484914 members 
Mstep: Class 16 contains 3640 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 8048 members 
Mstep: Class 21 contains 11803 members 
Mstep: Class 22 contains 8626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200572.000000 Penalty: 37101.382812
Iteration 158Q: 18 clusters Score -4.220057e+07 nChanged 92
Entering ConstructFrom: 
Score: -42200572.000000 Penalty: 37101.382812
Entering ConstructFrom: 
Trying to split cluster 1 (6295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Entering Unmasked Estep 
Score: -398388.875000 Penalty: 1421.470581
	Iteration 0F: 2 clusters Score -398388.9 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 3160 members 
Entering Unmasked Estep 
Score: -393598.812500 Penalty: 2842.941162
	Iteration 0F: 3 clusters Score -393598.8 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -395028.437500 Penalty: 2842.941162
	Iteration 1F: 3 clusters Score -395028.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -395244.968750 Penalty: 2842.941162
	Iteration 2F: 3 clusters Score -395245 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -395375.312500 Penalty: 2842.941162
	Iteration 3F: 3 clusters Score -395375.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -395465.437500 Penalty: 2842.941162
	Iteration 4Q: 3 clusters Score -395465.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -395545.812500 Penalty: 2842.941162
	Iteration 5Q: 3 clusters Score -395545.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -395604.250000 Penalty: 2842.941162
	Iteration 6Q: 3 clusters Score -395604.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -395653.718750 Penalty: 2842.941162
	Iteration 7Q: 3 clusters Score -395653.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -395695.250000 Penalty: 2842.941162
	Iteration 8Q: 3 clusters Score -395695.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -395727.968750 Penalty: 2842.941162
	Iteration 9Q: 3 clusters Score -395728 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -395755.156250 Penalty: 2842.941162
	Iteration 10Q: 3 clusters Score -395755.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -395780.406250 Penalty: 2842.941162
	Iteration 11Q: 3 clusters Score -395780.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -395807.562500 Penalty: 2842.941162
	Iteration 12Q: 3 clusters Score -395807.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -395837.375000 Penalty: 2842.941162
	Iteration 13Q: 3 clusters Score -395837.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -395867.375000 Penalty: 2842.941162
	Iteration 14Q: 3 clusters Score -395867.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -395895.687500 Penalty: 2842.941162
	Iteration 15Q: 3 clusters Score -395895.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -395924.187500 Penalty: 2842.941162
	Iteration 16Q: 3 clusters Score -395924.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -395951.468750 Penalty: 2842.941162
	Iteration 17Q: 3 clusters Score -395951.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -395984.750000 Penalty: 2842.941162
	Iteration 18Q: 3 clusters Score -395984.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -396025.750000 Penalty: 2842.941162
	Iteration 19Q: 3 clusters Score -396025.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -396082.968750 Penalty: 2842.941162
	Iteration 20F: 3 clusters Score -396083 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -396163.062500 Penalty: 2842.941162
	Iteration 21Q: 3 clusters Score -396163.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -396247.531250 Penalty: 2842.941162
	Iteration 22Q: 3 clusters Score -396247.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -396342.437500 Penalty: 2842.941162
	Iteration 23Q: 3 clusters Score -396342.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -396447.968750 Penalty: 2842.941162
	Iteration 24Q: 3 clusters Score -396448 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -396523.125000 Penalty: 2842.941162
	Iteration 25Q: 3 clusters Score -396523.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -396591.593750 Penalty: 2842.941162
	Iteration 26Q: 3 clusters Score -396591.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -396664.250000 Penalty: 2842.941162
	Iteration 27Q: 3 clusters Score -396664.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -396734.843750 Penalty: 2842.941162
	Iteration 28Q: 3 clusters Score -396734.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -396781.718750 Penalty: 2842.941162
	Iteration 29Q: 3 clusters Score -396781.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -396828.250000 Penalty: 2842.941162
	Iteration 30Q: 3 clusters Score -396828.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -396868.625000 Penalty: 2842.941162
	Iteration 31Q: 3 clusters Score -396868.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -396907.375000 Penalty: 2842.941162
	Iteration 32Q: 3 clusters Score -396907.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -396943.031250 Penalty: 2842.941162
	Iteration 33Q: 3 clusters Score -396943 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -396972.000000 Penalty: 2842.941162
	Iteration 34Q: 3 clusters Score -396972 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -397003.437500 Penalty: 2842.941162
	Iteration 35Q: 3 clusters Score -397003.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -397032.937500 Penalty: 2842.941162
	Iteration 36Q: 3 clusters Score -397032.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -397057.812500 Penalty: 2842.941162
	Iteration 37Q: 3 clusters Score -397057.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -397088.156250 Penalty: 2842.941162
	Iteration 38Q: 3 clusters Score -397088.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -397118.250000 Penalty: 2842.941162
	Iteration 39Q: 3 clusters Score -397118.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -397154.593750 Penalty: 2842.941162
	Iteration 40F: 3 clusters Score -397154.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -397187.093750 Penalty: 2842.941162
	Iteration 41Q: 3 clusters Score -397187.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -397218.625000 Penalty: 2842.941162
	Iteration 42Q: 3 clusters Score -397218.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -397248.093750 Penalty: 2842.941162
	Iteration 43Q: 3 clusters Score -397248.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -397270.687500 Penalty: 2842.941162
	Iteration 44Q: 3 clusters Score -397270.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -397287.312500 Penalty: 2842.941162
	Iteration 45Q: 3 clusters Score -397287.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -397299.968750 Penalty: 2842.941162
	Iteration 46Q: 3 clusters Score -397300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -397307.468750 Penalty: 2842.941162
	Iteration 47Q: 3 clusters Score -397307.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -397312.156250 Penalty: 2842.941162
	Iteration 48Q: 3 clusters Score -397312.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -397314.531250 Penalty: 2842.941162
	Iteration 49Q: 3 clusters Score -397314.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -397316.500000 Penalty: 2842.941162
	Iteration 50Q: 3 clusters Score -397316.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -397316.718750 Penalty: 2842.941162
	Iteration 51Q: 3 clusters Score -397316.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -397319.187500 Penalty: 2842.941162
	Iteration 52Q: 3 clusters Score -397319.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -397325.812500 Penalty: 2842.941162
	Iteration 53Q: 3 clusters Score -397325.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -397329.812500 Penalty: 2842.941162
	Iteration 54Q: 3 clusters Score -397329.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -397332.218750 Penalty: 2842.941162
	Iteration 55Q: 3 clusters Score -397332.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -397333.218750 Penalty: 2842.941162
	Iteration 56Q: 3 clusters Score -397333.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -397334.843750 Penalty: 2842.941162
	Iteration 57Q: 3 clusters Score -397334.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -397336.718750 Penalty: 2842.941162
	Iteration 58Q: 3 clusters Score -397336.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -397338.375000 Penalty: 2842.941162
	Iteration 59Q: 3 clusters Score -397338.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -397339.937500 Penalty: 2842.941162
	Iteration 60F: 3 clusters Score -397339.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -397340.781250 Penalty: 2842.941162
	Iteration 61Q: 3 clusters Score -397340.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -397343.343750 Penalty: 2842.941162
	Iteration 62Q: 3 clusters Score -397343.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -397347.875000 Penalty: 2842.941162
	Iteration 63Q: 3 clusters Score -397347.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -397351.343750 Penalty: 2842.941162
	Iteration 64Q: 3 clusters Score -397351.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -397356.187500 Penalty: 2842.941162
	Iteration 65Q: 3 clusters Score -397356.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -397360.437500 Penalty: 2842.941162
	Iteration 66Q: 3 clusters Score -397360.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -397364.593750 Penalty: 2842.941162
	Iteration 67Q: 3 clusters Score -397364.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -397366.281250 Penalty: 2842.941162
	Iteration 68Q: 3 clusters Score -397366.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -397367.937500 Penalty: 2842.941162
	Iteration 69Q: 3 clusters Score -397367.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -397369.625000 Penalty: 2842.941162
	Iteration 70Q: 3 clusters Score -397369.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -397370.250000 Penalty: 2842.941162
	Iteration 71Q: 3 clusters Score -397370.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -397370.562500 Penalty: 2842.941162
	Iteration 72Q: 3 clusters Score -397370.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -397371.062500 Penalty: 2842.941162
	Iteration 73Q: 3 clusters Score -397371.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -397371.062500 Penalty: 2842.941162
	Iteration 74F: 3 clusters Score -397371.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Entering Unmasked Estep 
Score: -1831893.125000 Penalty: 1665.167358
	Iteration 0F: 2 clusters Score -1831893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1812900.125000 Penalty: 3330.334717
	Iteration 0F: 3 clusters Score -1812900 nChanged 12904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1820104.000000 Penalty: 3330.334717
	Iteration 1F: 3 clusters Score -1820104 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1820594.500000 Penalty: 3330.334717
	Iteration 2Q: 3 clusters Score -1820594 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1821208.875000 Penalty: 3330.334717
	Iteration 3Q: 3 clusters Score -1821209 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1822076.125000 Penalty: 3330.334717
	Iteration 4F: 3 clusters Score -1822076 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1823272.625000 Penalty: 3330.334717
	Iteration 5F: 3 clusters Score -1823273 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1824666.250000 Penalty: 3330.334717
	Iteration 6F: 3 clusters Score -1824666 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1825979.875000 Penalty: 3330.334717
	Iteration 7F: 3 clusters Score -1825980 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1827162.625000 Penalty: 3330.334717
	Iteration 8F: 3 clusters Score -1827163 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1828145.375000 Penalty: 3330.334717
	Iteration 9Q: 3 clusters Score -1828145 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1828893.500000 Penalty: 3330.334717
	Iteration 10Q: 3 clusters Score -1828894 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1829399.125000 Penalty: 3330.334717
	Iteration 11Q: 3 clusters Score -1829399 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1829806.250000 Penalty: 3330.334717
	Iteration 12Q: 3 clusters Score -1829806 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1830070.875000 Penalty: 3330.334717
	Iteration 13Q: 3 clusters Score -1830071 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1830211.625000 Penalty: 3330.334717
	Iteration 14Q: 3 clusters Score -1830212 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1830296.000000 Penalty: 3330.334717
	Iteration 15Q: 3 clusters Score -1830296 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1830365.125000 Penalty: 3330.334717
	Iteration 16Q: 3 clusters Score -1830365 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1830401.875000 Penalty: 3330.334717
	Iteration 17Q: 3 clusters Score -1830402 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1830435.000000 Penalty: 3330.334717
	Iteration 18Q: 3 clusters Score -1830435 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1830451.625000 Penalty: 3330.334717
	Iteration 19Q: 3 clusters Score -1830452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1830473.375000 Penalty: 3330.334717
	Iteration 20F: 3 clusters Score -1830473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1830485.750000 Penalty: 3330.334717
	Iteration 21Q: 3 clusters Score -1830486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1830493.500000 Penalty: 3330.334717
	Iteration 22Q: 3 clusters Score -1830494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1830493.750000 Penalty: 3330.334717
	Iteration 23Q: 3 clusters Score -1830494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1830501.250000 Penalty: 3330.334717
	Iteration 24Q: 3 clusters Score -1830501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1830503.250000 Penalty: 3330.334717
	Iteration 25Q: 3 clusters Score -1830503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1830506.250000 Penalty: 3330.334717
	Iteration 26Q: 3 clusters Score -1830506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1830513.875000 Penalty: 3330.334717
	Iteration 27Q: 3 clusters Score -1830514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1830521.625000 Penalty: 3330.334717
	Iteration 28Q: 3 clusters Score -1830522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1830522.250000 Penalty: 3330.334717
	Iteration 29Q: 3 clusters Score -1830522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1830521.750000 Penalty: 3330.334717
	Iteration 30Q: 3 clusters Score -1830522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1830522.125000 Penalty: 3330.334717
	Iteration 31Q: 3 clusters Score -1830522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1830521.750000 Penalty: 3330.334717
	Iteration 32Q: 3 clusters Score -1830522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1830521.375000 Penalty: 3330.334717
	Iteration 33Q: 3 clusters Score -1830521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1830521.375000 Penalty: 3330.334717
	Iteration 34F: 3 clusters Score -1830521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Entering Unmasked Estep 
Score: -693410.187500 Penalty: 1508.099487
	Iteration 0F: 2 clusters Score -693410.2 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 5232 members 
Entering Unmasked Estep 
Score: -685773.562500 Penalty: 3016.198975
	Iteration 0F: 3 clusters Score -685773.6 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -688313.937500 Penalty: 3016.198975
	Iteration 1F: 3 clusters Score -688313.9 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -688665.375000 Penalty: 3016.198975
	Iteration 2F: 3 clusters Score -688665.4 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -689008.437500 Penalty: 3016.198975
	Iteration 3F: 3 clusters Score -689008.4 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -689394.125000 Penalty: 3016.198975
	Iteration 4F: 3 clusters Score -689394.1 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -689804.500000 Penalty: 3016.198975
	Iteration 5F: 3 clusters Score -689804.5 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -690259.062500 Penalty: 3016.198975
	Iteration 6F: 3 clusters Score -690259.1 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -690716.250000 Penalty: 3016.198975
	Iteration 7F: 3 clusters Score -690716.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -691131.625000 Penalty: 3016.198975
	Iteration 8Q: 3 clusters Score -691131.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -691463.562500 Penalty: 3016.198975
	Iteration 9Q: 3 clusters Score -691463.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -691703.500000 Penalty: 3016.198975
	Iteration 10Q: 3 clusters Score -691703.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -691833.937500 Penalty: 3016.198975
	Iteration 11Q: 3 clusters Score -691833.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -691918.375000 Penalty: 3016.198975
	Iteration 12Q: 3 clusters Score -691918.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -691976.937500 Penalty: 3016.198975
	Iteration 13Q: 3 clusters Score -691976.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -692015.312500 Penalty: 3016.198975
	Iteration 14Q: 3 clusters Score -692015.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -692043.750000 Penalty: 3016.198975
	Iteration 15Q: 3 clusters Score -692043.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -692053.312500 Penalty: 3016.198975
	Iteration 16Q: 3 clusters Score -692053.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -692060.062500 Penalty: 3016.198975
	Iteration 17Q: 3 clusters Score -692060.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -692068.625000 Penalty: 3016.198975
	Iteration 18Q: 3 clusters Score -692068.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -692070.375000 Penalty: 3016.198975
	Iteration 19Q: 3 clusters Score -692070.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -692072.062500 Penalty: 3016.198975
	Iteration 20F: 3 clusters Score -692072.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -692072.625000 Penalty: 3016.198975
	Iteration 21Q: 3 clusters Score -692072.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -692072.625000 Penalty: 3016.198975
	Iteration 22F: 3 clusters Score -692072.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Entering Unmasked Estep 
Score: -261050.468750 Penalty: 1354.935791
	Iteration 0F: 2 clusters Score -261050.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -257533.281250 Penalty: 2709.871582
	Iteration 0F: 3 clusters Score -257533.3 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -258500.546875 Penalty: 2709.871582
	Iteration 1F: 3 clusters Score -258500.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -258674.312500 Penalty: 2709.871582
	Iteration 2F: 3 clusters Score -258674.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -258771.500000 Penalty: 2709.871582
	Iteration 3Q: 3 clusters Score -258771.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -258840.531250 Penalty: 2709.871582
	Iteration 4Q: 3 clusters Score -258840.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -258888.671875 Penalty: 2709.871582
	Iteration 5Q: 3 clusters Score -258888.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -258928.296875 Penalty: 2709.871582
	Iteration 6Q: 3 clusters Score -258928.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -258963.890625 Penalty: 2709.871582
	Iteration 7Q: 3 clusters Score -258963.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -258998.375000 Penalty: 2709.871582
	Iteration 8Q: 3 clusters Score -258998.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -259020.796875 Penalty: 2709.871582
	Iteration 9Q: 3 clusters Score -259020.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -259044.500000 Penalty: 2709.871582
	Iteration 10Q: 3 clusters Score -259044.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -259070.984375 Penalty: 2709.871582
	Iteration 11Q: 3 clusters Score -259071 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -259105.531250 Penalty: 2709.871582
	Iteration 12Q: 3 clusters Score -259105.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -259138.718750 Penalty: 2709.871582
	Iteration 13Q: 3 clusters Score -259138.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -259175.546875 Penalty: 2709.871582
	Iteration 14Q: 3 clusters Score -259175.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -259209.156250 Penalty: 2709.871582
	Iteration 15Q: 3 clusters Score -259209.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -259243.218750 Penalty: 2709.871582
	Iteration 16Q: 3 clusters Score -259243.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -259278.875000 Penalty: 2709.871582
	Iteration 17Q: 3 clusters Score -259278.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -259318.031250 Penalty: 2709.871582
	Iteration 18Q: 3 clusters Score -259318 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -259357.562500 Penalty: 2709.871582
	Iteration 19Q: 3 clusters Score -259357.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -259403.031250 Penalty: 2709.871582
	Iteration 20F: 3 clusters Score -259403 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -259454.000000 Penalty: 2709.871582
	Iteration 21Q: 3 clusters Score -259454 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -259498.968750 Penalty: 2709.871582
	Iteration 22Q: 3 clusters Score -259499 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -259531.078125 Penalty: 2709.871582
	Iteration 23Q: 3 clusters Score -259531.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -259556.171875 Penalty: 2709.871582
	Iteration 24Q: 3 clusters Score -259556.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -259580.062500 Penalty: 2709.871582
	Iteration 25Q: 3 clusters Score -259580.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -259604.375000 Penalty: 2709.871582
	Iteration 26Q: 3 clusters Score -259604.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -259623.500000 Penalty: 2709.871582
	Iteration 27Q: 3 clusters Score -259623.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -259637.062500 Penalty: 2709.871582
	Iteration 28Q: 3 clusters Score -259637.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -259646.265625 Penalty: 2709.871582
	Iteration 29Q: 3 clusters Score -259646.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -259654.265625 Penalty: 2709.871582
	Iteration 30Q: 3 clusters Score -259654.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -259660.281250 Penalty: 2709.871582
	Iteration 31Q: 3 clusters Score -259660.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -259665.718750 Penalty: 2709.871582
	Iteration 32Q: 3 clusters Score -259665.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -259668.312500 Penalty: 2709.871582
	Iteration 33Q: 3 clusters Score -259668.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -259672.921875 Penalty: 2709.871582
	Iteration 34Q: 3 clusters Score -259672.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -259676.750000 Penalty: 2709.871582
	Iteration 35Q: 3 clusters Score -259676.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -259681.328125 Penalty: 2709.871582
	Iteration 36Q: 3 clusters Score -259681.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -259684.718750 Penalty: 2709.871582
	Iteration 37Q: 3 clusters Score -259684.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -259688.265625 Penalty: 2709.871582
	Iteration 38Q: 3 clusters Score -259688.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -259693.359375 Penalty: 2709.871582
	Iteration 39Q: 3 clusters Score -259693.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -259696.609375 Penalty: 2709.871582
	Iteration 40F: 3 clusters Score -259696.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -259701.468750 Penalty: 2709.871582
	Iteration 41Q: 3 clusters Score -259701.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -259705.765625 Penalty: 2709.871582
	Iteration 42Q: 3 clusters Score -259705.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -259711.515625 Penalty: 2709.871582
	Iteration 43Q: 3 clusters Score -259711.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -259719.062500 Penalty: 2709.871582
	Iteration 44Q: 3 clusters Score -259719.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -259724.562500 Penalty: 2709.871582
	Iteration 45Q: 3 clusters Score -259724.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -259728.812500 Penalty: 2709.871582
	Iteration 46Q: 3 clusters Score -259728.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -259732.484375 Penalty: 2709.871582
	Iteration 47Q: 3 clusters Score -259732.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -259736.000000 Penalty: 2709.871582
	Iteration 48Q: 3 clusters Score -259736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -259740.625000 Penalty: 2709.871582
	Iteration 49Q: 3 clusters Score -259740.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -259743.234375 Penalty: 2709.871582
	Iteration 50Q: 3 clusters Score -259743.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -259748.125000 Penalty: 2709.871582
	Iteration 51Q: 3 clusters Score -259748.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -259757.062500 Penalty: 2709.871582
	Iteration 52Q: 3 clusters Score -259757.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -259762.171875 Penalty: 2709.871582
	Iteration 53Q: 3 clusters Score -259762.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -259766.640625 Penalty: 2709.871582
	Iteration 54Q: 3 clusters Score -259766.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -259771.031250 Penalty: 2709.871582
	Iteration 55Q: 3 clusters Score -259771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -259773.031250 Penalty: 2709.871582
	Iteration 56Q: 3 clusters Score -259773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -259775.156250 Penalty: 2709.871582
	Iteration 57Q: 3 clusters Score -259775.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -259777.640625 Penalty: 2709.871582
	Iteration 58Q: 3 clusters Score -259777.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -259781.343750 Penalty: 2709.871582
	Iteration 59Q: 3 clusters Score -259781.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -259785.078125 Penalty: 2709.871582
	Iteration 60F: 3 clusters Score -259785.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -259787.609375 Penalty: 2709.871582
	Iteration 61Q: 3 clusters Score -259787.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -259789.609375 Penalty: 2709.871582
	Iteration 62Q: 3 clusters Score -259789.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -259790.921875 Penalty: 2709.871582
	Iteration 63Q: 3 clusters Score -259790.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -259793.312500 Penalty: 2709.871582
	Iteration 64Q: 3 clusters Score -259793.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -259796.156250 Penalty: 2709.871582
	Iteration 65Q: 3 clusters Score -259796.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -259798.859375 Penalty: 2709.871582
	Iteration 66Q: 3 clusters Score -259798.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -259800.609375 Penalty: 2709.871582
	Iteration 67Q: 3 clusters Score -259800.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -259802.328125 Penalty: 2709.871582
	Iteration 68Q: 3 clusters Score -259802.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -259803.734375 Penalty: 2709.871582
	Iteration 69Q: 3 clusters Score -259803.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -259804.156250 Penalty: 2709.871582
	Iteration 70Q: 3 clusters Score -259804.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -259804.593750 Penalty: 2709.871582
	Iteration 71Q: 3 clusters Score -259804.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -259806.390625 Penalty: 2709.871582
	Iteration 72Q: 3 clusters Score -259806.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -259807.578125 Penalty: 2709.871582
	Iteration 73Q: 3 clusters Score -259807.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -259809.390625 Penalty: 2709.871582
	Iteration 74Q: 3 clusters Score -259809.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -259812.312500 Penalty: 2709.871582
	Iteration 75Q: 3 clusters Score -259812.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -259813.281250 Penalty: 2709.871582
	Iteration 76Q: 3 clusters Score -259813.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -259813.859375 Penalty: 2709.871582
	Iteration 77Q: 3 clusters Score -259813.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -259813.859375 Penalty: 2709.871582
	Iteration 78F: 3 clusters Score -259813.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Entering Unmasked Estep 
Score: -308740.781250 Penalty: 1404.879272
	Iteration 0F: 2 clusters Score -308740.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -304374.343750 Penalty: 2809.758545
	Iteration 0F: 3 clusters Score -304374.3 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -305865.781250 Penalty: 2809.758545
	Iteration 1F: 3 clusters Score -305865.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -306255.531250 Penalty: 2809.758545
	Iteration 2F: 3 clusters Score -306255.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -306613.500000 Penalty: 2809.758545
	Iteration 3F: 3 clusters Score -306613.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -306906.750000 Penalty: 2809.758545
	Iteration 4F: 3 clusters Score -306906.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -307114.656250 Penalty: 2809.758545
	Iteration 5F: 3 clusters Score -307114.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -307267.062500 Penalty: 2809.758545
	Iteration 6Q: 3 clusters Score -307267.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -307377.093750 Penalty: 2809.758545
	Iteration 7Q: 3 clusters Score -307377.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -307458.187500 Penalty: 2809.758545
	Iteration 8Q: 3 clusters Score -307458.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -307515.875000 Penalty: 2809.758545
	Iteration 9Q: 3 clusters Score -307515.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -307567.468750 Penalty: 2809.758545
	Iteration 10Q: 3 clusters Score -307567.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -307623.375000 Penalty: 2809.758545
	Iteration 11Q: 3 clusters Score -307623.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -307693.031250 Penalty: 2809.758545
	Iteration 12Q: 3 clusters Score -307693 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -307790.156250 Penalty: 2809.758545
	Iteration 13Q: 3 clusters Score -307790.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -307873.093750 Penalty: 2809.758545
	Iteration 14Q: 3 clusters Score -307873.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -307930.906250 Penalty: 2809.758545
	Iteration 15Q: 3 clusters Score -307930.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -307977.906250 Penalty: 2809.758545
	Iteration 16Q: 3 clusters Score -307977.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -308029.281250 Penalty: 2809.758545
	Iteration 17Q: 3 clusters Score -308029.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -308068.250000 Penalty: 2809.758545
	Iteration 18Q: 3 clusters Score -308068.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -308099.875000 Penalty: 2809.758545
	Iteration 19Q: 3 clusters Score -308099.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -308131.500000 Penalty: 2809.758545
	Iteration 20F: 3 clusters Score -308131.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -308158.218750 Penalty: 2809.758545
	Iteration 21Q: 3 clusters Score -308158.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -308181.781250 Penalty: 2809.758545
	Iteration 22Q: 3 clusters Score -308181.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -308190.562500 Penalty: 2809.758545
	Iteration 23Q: 3 clusters Score -308190.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -308194.125000 Penalty: 2809.758545
	Iteration 24Q: 3 clusters Score -308194.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -308196.531250 Penalty: 2809.758545
	Iteration 25Q: 3 clusters Score -308196.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -308197.500000 Penalty: 2809.758545
	Iteration 26Q: 3 clusters Score -308197.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -308198.187500 Penalty: 2809.758545
	Iteration 27Q: 3 clusters Score -308198.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -308198.187500 Penalty: 2809.758545
	Iteration 28Q: 3 clusters Score -308198.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -308198.468750 Penalty: 2809.758545
	Iteration 29Q: 3 clusters Score -308198.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -308198.843750 Penalty: 2809.758545
	Iteration 30Q: 3 clusters Score -308198.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -308199.250000 Penalty: 2809.758545
	Iteration 31Q: 3 clusters Score -308199.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -308199.250000 Penalty: 2809.758545
	Iteration 32F: 3 clusters Score -308199.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Entering Unmasked Estep 
Score: -94086.992188 Penalty: 1208.450317
	Iteration 0F: 2 clusters Score -94086.99 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 863 members 
Entering Unmasked Estep 
Score: -92172.320312 Penalty: 2416.900635
	Iteration 0F: 3 clusters Score -92172.32 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -92592.773438 Penalty: 2416.900635
	Iteration 1F: 3 clusters Score -92592.77 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -92718.781250 Penalty: 2416.900635
	Iteration 2F: 3 clusters Score -92718.78 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -92794.578125 Penalty: 2416.900635
	Iteration 3Q: 3 clusters Score -92794.58 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -92860.289062 Penalty: 2416.900635
	Iteration 4Q: 3 clusters Score -92860.29 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -92916.523438 Penalty: 2416.900635
	Iteration 5Q: 3 clusters Score -92916.52 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -92954.375000 Penalty: 2416.900635
	Iteration 6Q: 3 clusters Score -92954.38 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -92984.531250 Penalty: 2416.900635
	Iteration 7Q: 3 clusters Score -92984.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -93001.265625 Penalty: 2416.900635
	Iteration 8Q: 3 clusters Score -93001.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -93016.007812 Penalty: 2416.900635
	Iteration 9Q: 3 clusters Score -93016.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -93029.156250 Penalty: 2416.900635
	Iteration 10Q: 3 clusters Score -93029.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -93037.617188 Penalty: 2416.900635
	Iteration 11Q: 3 clusters Score -93037.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -93043.531250 Penalty: 2416.900635
	Iteration 12Q: 3 clusters Score -93043.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -93049.906250 Penalty: 2416.900635
	Iteration 13Q: 3 clusters Score -93049.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -93056.125000 Penalty: 2416.900635
	Iteration 14Q: 3 clusters Score -93056.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -93059.671875 Penalty: 2416.900635
	Iteration 15Q: 3 clusters Score -93059.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -93063.015625 Penalty: 2416.900635
	Iteration 16Q: 3 clusters Score -93063.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -93066.468750 Penalty: 2416.900635
	Iteration 17Q: 3 clusters Score -93066.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -93069.828125 Penalty: 2416.900635
	Iteration 18Q: 3 clusters Score -93069.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -93071.781250 Penalty: 2416.900635
	Iteration 19Q: 3 clusters Score -93071.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -93074.226562 Penalty: 2416.900635
	Iteration 20F: 3 clusters Score -93074.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -93075.195312 Penalty: 2416.900635
	Iteration 21Q: 3 clusters Score -93075.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -93076.468750 Penalty: 2416.900635
	Iteration 22Q: 3 clusters Score -93076.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -93077.546875 Penalty: 2416.900635
	Iteration 23Q: 3 clusters Score -93077.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -93079.281250 Penalty: 2416.900635
	Iteration 24Q: 3 clusters Score -93079.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -93079.281250 Penalty: 2416.900635
	Iteration 25F: 3 clusters Score -93079.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Entering Unmasked Estep 
Score: -488461.718750 Penalty: 1461.027710
	Iteration 0F: 2 clusters Score -488461.7 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 4034 members 
Entering Unmasked Estep 
Score: -482515.562500 Penalty: 2922.055420
	Iteration 0F: 3 clusters Score -482515.6 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -484330.687500 Penalty: 2922.055420
	Iteration 1F: 3 clusters Score -484330.7 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -484552.593750 Penalty: 2922.055420
	Iteration 2F: 3 clusters Score -484552.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -484748.750000 Penalty: 2922.055420
	Iteration 3F: 3 clusters Score -484748.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -484940.125000 Penalty: 2922.055420
	Iteration 4Q: 3 clusters Score -484940.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -485145.968750 Penalty: 2922.055420
	Iteration 5Q: 3 clusters Score -485146 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -485370.562500 Penalty: 2922.055420
	Iteration 6Q: 3 clusters Score -485370.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -485623.062500 Penalty: 2922.055420
	Iteration 7Q: 3 clusters Score -485623.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -485840.187500 Penalty: 2922.055420
	Iteration 8Q: 3 clusters Score -485840.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -485997.406250 Penalty: 2922.055420
	Iteration 9Q: 3 clusters Score -485997.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -486159.750000 Penalty: 2922.055420
	Iteration 10Q: 3 clusters Score -486159.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -486335.937500 Penalty: 2922.055420
	Iteration 11Q: 3 clusters Score -486335.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -486475.906250 Penalty: 2922.055420
	Iteration 12Q: 3 clusters Score -486475.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -486587.218750 Penalty: 2922.055420
	Iteration 13Q: 3 clusters Score -486587.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -486693.562500 Penalty: 2922.055420
	Iteration 14Q: 3 clusters Score -486693.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -486802.312500 Penalty: 2922.055420
	Iteration 15Q: 3 clusters Score -486802.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -486908.500000 Penalty: 2922.055420
	Iteration 16Q: 3 clusters Score -486908.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -487018.750000 Penalty: 2922.055420
	Iteration 17Q: 3 clusters Score -487018.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -487116.843750 Penalty: 2922.055420
	Iteration 18Q: 3 clusters Score -487116.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -487194.750000 Penalty: 2922.055420
	Iteration 19Q: 3 clusters Score -487194.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -487270.531250 Penalty: 2922.055420
	Iteration 20F: 3 clusters Score -487270.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -487369.500000 Penalty: 2922.055420
	Iteration 21Q: 3 clusters Score -487369.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -487498.406250 Penalty: 2922.055420
	Iteration 22Q: 3 clusters Score -487498.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -487638.062500 Penalty: 2922.055420
	Iteration 23Q: 3 clusters Score -487638.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -487793.781250 Penalty: 2922.055420
	Iteration 24Q: 3 clusters Score -487793.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -487913.968750 Penalty: 2922.055420
	Iteration 25Q: 3 clusters Score -487914 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -487961.843750 Penalty: 2922.055420
	Iteration 26Q: 3 clusters Score -487961.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -487986.250000 Penalty: 2922.055420
	Iteration 27Q: 3 clusters Score -487986.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -487997.125000 Penalty: 2922.055420
	Iteration 28Q: 3 clusters Score -487997.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -488004.312500 Penalty: 2922.055420
	Iteration 29Q: 3 clusters Score -488004.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -488011.843750 Penalty: 2922.055420
	Iteration 30Q: 3 clusters Score -488011.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -488017.406250 Penalty: 2922.055420
	Iteration 31Q: 3 clusters Score -488017.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -488020.750000 Penalty: 2922.055420
	Iteration 32Q: 3 clusters Score -488020.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -488022.375000 Penalty: 2922.055420
	Iteration 33Q: 3 clusters Score -488022.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -488024.187500 Penalty: 2922.055420
	Iteration 34Q: 3 clusters Score -488024.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -488026.937500 Penalty: 2922.055420
	Iteration 35Q: 3 clusters Score -488026.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -488026.718750 Penalty: 2922.055420
	Iteration 36Q: 3 clusters Score -488026.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -488026.093750 Penalty: 2922.055420
	Iteration 37Q: 3 clusters Score -488026.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -488026.500000 Penalty: 2922.055420
	Iteration 38Q: 3 clusters Score -488026.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -488027.593750 Penalty: 2922.055420
	Iteration 39Q: 3 clusters Score -488027.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -488027.812500 Penalty: 2922.055420
	Iteration 40F: 3 clusters Score -488027.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -488028.281250 Penalty: 2922.055420
	Iteration 41Q: 3 clusters Score -488028.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -488029.375000 Penalty: 2922.055420
	Iteration 42Q: 3 clusters Score -488029.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -488029.531250 Penalty: 2922.055420
	Iteration 43Q: 3 clusters Score -488029.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -488029.531250 Penalty: 2922.055420
	Iteration 44F: 3 clusters Score -488029.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (76517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76517 members 
Entering Unmasked Estep 
Score: -4807265.500000 Penalty: 1827.356079
	Iteration 0F: 2 clusters Score -4807266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -4756008.000000 Penalty: 3654.712158
	Iteration 0F: 3 clusters Score -4756008 nChanged 36338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -4776896.500000 Penalty: 3654.712158
	Iteration 1F: 3 clusters Score -4776896 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -4777574.000000 Penalty: 3654.712158
	Iteration 2Q: 3 clusters Score -4777574 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -4778286.500000 Penalty: 3654.712158
	Iteration 3Q: 3 clusters Score -4778286 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -4779090.000000 Penalty: 3654.712158
	Iteration 4Q: 3 clusters Score -4779090 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -4780006.500000 Penalty: 3654.712158
	Iteration 5Q: 3 clusters Score -4780006 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 45130 members 
Entering Unmasked Estep 
Score: -4781287.500000 Penalty: 3654.712158
	Iteration 6Q: 3 clusters Score -4781288 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 48141 members 
Entering Unmasked Estep 
Score: -4783050.000000 Penalty: 3654.712158
	Iteration 7Q: 3 clusters Score -4783050 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 52217 members 
Entering Unmasked Estep 
Score: -4785654.000000 Penalty: 3654.712158
	Iteration 8F: 3 clusters Score -4785654 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 57104 members 
Entering Unmasked Estep 
Score: -4789180.000000 Penalty: 3654.712158
	Iteration 9F: 3 clusters Score -4789180 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 62418 members 
Entering Unmasked Estep 
Score: -4793357.500000 Penalty: 3654.712158
	Iteration 10F: 3 clusters Score -4793358 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 67435 members 
Entering Unmasked Estep 
Score: -4797679.000000 Penalty: 3654.712158
	Iteration 11F: 3 clusters Score -4797679 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 71428 members 
Entering Unmasked Estep 
Score: -4801209.500000 Penalty: 3654.712158
	Iteration 12F: 3 clusters Score -4801210 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 74028 members 
Entering Unmasked Estep 
Score: -4803593.000000 Penalty: 3654.712158
	Iteration 13Q: 3 clusters Score -4803593 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 75341 members 
Entering Unmasked Estep 
Score: -4804753.500000 Penalty: 3654.712158
	Iteration 14Q: 3 clusters Score -4804754 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 75887 members 
Entering Unmasked Estep 
Score: -4805263.000000 Penalty: 3654.712158
	Iteration 15Q: 3 clusters Score -4805263 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 76087 members 
Entering Unmasked Estep 
Score: -4805452.000000 Penalty: 3654.712158
	Iteration 16Q: 3 clusters Score -4805452 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 76150 members 
Entering Unmasked Estep 
Score: -4805516.500000 Penalty: 3654.712158
	Iteration 17Q: 3 clusters Score -4805516 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 76184 members 
Entering Unmasked Estep 
Score: -4805568.500000 Penalty: 3654.712158
	Iteration 18Q: 3 clusters Score -4805568 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 76210 members 
Entering Unmasked Estep 
Score: -4805612.500000 Penalty: 3654.712158
	Iteration 19Q: 3 clusters Score -4805612 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 76223 members 
Entering Unmasked Estep 
Score: -4805647.500000 Penalty: 3654.712158
	Iteration 20F: 3 clusters Score -4805648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 76232 members 
Entering Unmasked Estep 
Score: -4805671.000000 Penalty: 3654.712158
	Iteration 21Q: 3 clusters Score -4805671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 76240 members 
Entering Unmasked Estep 
Score: -4805685.000000 Penalty: 3654.712158
	Iteration 22Q: 3 clusters Score -4805685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 76252 members 
Entering Unmasked Estep 
Score: -4805695.000000 Penalty: 3654.712158
	Iteration 23Q: 3 clusters Score -4805695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 76253 members 
Entering Unmasked Estep 
Score: -4805706.500000 Penalty: 3654.712158
	Iteration 24Q: 3 clusters Score -4805706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 76258 members 
Entering Unmasked Estep 
Score: -4805723.000000 Penalty: 3654.712158
	Iteration 25Q: 3 clusters Score -4805723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 76258 members 
Entering Unmasked Estep 
Score: -4805728.500000 Penalty: 3654.712158
	Iteration 26Q: 3 clusters Score -4805728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 76259 members 
Entering Unmasked Estep 
Score: -4805732.500000 Penalty: 3654.712158
	Iteration 27Q: 3 clusters Score -4805732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 76260 members 
Entering Unmasked Estep 
Score: -4805737.000000 Penalty: 3654.712158
	Iteration 28Q: 3 clusters Score -4805737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 76259 members 
Entering Unmasked Estep 
Score: -4805733.500000 Penalty: 3654.712158
	Iteration 29Q: 3 clusters Score -4805734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 76259 members 
Entering Unmasked Estep 
Score: -4805733.500000 Penalty: 3654.712158
	Iteration 30F: 3 clusters Score -4805734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Entering Unmasked Estep 
Score: -347828.187500 Penalty: 1402.459839
	Iteration 0F: 2 clusters Score -347828.2 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 2821 members 
Entering Unmasked Estep 
Score: -343418.812500 Penalty: 2804.919678
	Iteration 0F: 3 clusters Score -343418.8 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -344726.531250 Penalty: 2804.919678
	Iteration 1F: 3 clusters Score -344726.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -344936.656250 Penalty: 2804.919678
	Iteration 2F: 3 clusters Score -344936.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -345056.906250 Penalty: 2804.919678
	Iteration 3F: 3 clusters Score -345056.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -345128.718750 Penalty: 2804.919678
	Iteration 4Q: 3 clusters Score -345128.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -345182.812500 Penalty: 2804.919678
	Iteration 5Q: 3 clusters Score -345182.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -345229.093750 Penalty: 2804.919678
	Iteration 6Q: 3 clusters Score -345229.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -345280.343750 Penalty: 2804.919678
	Iteration 7Q: 3 clusters Score -345280.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -345340.593750 Penalty: 2804.919678
	Iteration 8Q: 3 clusters Score -345340.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -345411.593750 Penalty: 2804.919678
	Iteration 9Q: 3 clusters Score -345411.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -345484.562500 Penalty: 2804.919678
	Iteration 10Q: 3 clusters Score -345484.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -345561.750000 Penalty: 2804.919678
	Iteration 11Q: 3 clusters Score -345561.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -345662.031250 Penalty: 2804.919678
	Iteration 12Q: 3 clusters Score -345662 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -345767.937500 Penalty: 2804.919678
	Iteration 13Q: 3 clusters Score -345767.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -345892.562500 Penalty: 2804.919678
	Iteration 14Q: 3 clusters Score -345892.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -346021.406250 Penalty: 2804.919678
	Iteration 15Q: 3 clusters Score -346021.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -346135.187500 Penalty: 2804.919678
	Iteration 16Q: 3 clusters Score -346135.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -346224.812500 Penalty: 2804.919678
	Iteration 17Q: 3 clusters Score -346224.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -346304.937500 Penalty: 2804.919678
	Iteration 18Q: 3 clusters Score -346304.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -346372.843750 Penalty: 2804.919678
	Iteration 19Q: 3 clusters Score -346372.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -346427.843750 Penalty: 2804.919678
	Iteration 20F: 3 clusters Score -346427.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -346476.031250 Penalty: 2804.919678
	Iteration 21Q: 3 clusters Score -346476 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -346509.625000 Penalty: 2804.919678
	Iteration 22Q: 3 clusters Score -346509.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -346529.750000 Penalty: 2804.919678
	Iteration 23Q: 3 clusters Score -346529.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -346552.062500 Penalty: 2804.919678
	Iteration 24Q: 3 clusters Score -346552.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -346568.468750 Penalty: 2804.919678
	Iteration 25Q: 3 clusters Score -346568.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -346581.187500 Penalty: 2804.919678
	Iteration 26Q: 3 clusters Score -346581.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -346588.093750 Penalty: 2804.919678
	Iteration 27Q: 3 clusters Score -346588.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -346591.593750 Penalty: 2804.919678
	Iteration 28Q: 3 clusters Score -346591.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -346593.187500 Penalty: 2804.919678
	Iteration 29Q: 3 clusters Score -346593.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -346593.593750 Penalty: 2804.919678
	Iteration 30Q: 3 clusters Score -346593.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -346596.250000 Penalty: 2804.919678
	Iteration 31Q: 3 clusters Score -346596.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -346597.062500 Penalty: 2804.919678
	Iteration 32Q: 3 clusters Score -346597.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -346597.062500 Penalty: 2804.919678
	Iteration 33F: 3 clusters Score -346597.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Entering Unmasked Estep 
Score: -477605.968750 Penalty: 1454.229614
	Iteration 0F: 2 clusters Score -477606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -471961.687500 Penalty: 2908.459229
	Iteration 0F: 3 clusters Score -471961.7 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -473796.812500 Penalty: 2908.459229
	Iteration 1F: 3 clusters Score -473796.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -474148.437500 Penalty: 2908.459229
	Iteration 2F: 3 clusters Score -474148.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -474514.875000 Penalty: 2908.459229
	Iteration 3F: 3 clusters Score -474514.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -474877.906250 Penalty: 2908.459229
	Iteration 4F: 3 clusters Score -474877.9 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -475230.625000 Penalty: 2908.459229
	Iteration 5F: 3 clusters Score -475230.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -475530.906250 Penalty: 2908.459229
	Iteration 6F: 3 clusters Score -475530.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -475808.625000 Penalty: 2908.459229
	Iteration 7F: 3 clusters Score -475808.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -476056.187500 Penalty: 2908.459229
	Iteration 8Q: 3 clusters Score -476056.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -476260.468750 Penalty: 2908.459229
	Iteration 9Q: 3 clusters Score -476260.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -476436.843750 Penalty: 2908.459229
	Iteration 10Q: 3 clusters Score -476436.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -476594.406250 Penalty: 2908.459229
	Iteration 11Q: 3 clusters Score -476594.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -476722.625000 Penalty: 2908.459229
	Iteration 12Q: 3 clusters Score -476722.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -476820.531250 Penalty: 2908.459229
	Iteration 13Q: 3 clusters Score -476820.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -476896.187500 Penalty: 2908.459229
	Iteration 14Q: 3 clusters Score -476896.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -476949.375000 Penalty: 2908.459229
	Iteration 15Q: 3 clusters Score -476949.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -476999.531250 Penalty: 2908.459229
	Iteration 16Q: 3 clusters Score -476999.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -477023.250000 Penalty: 2908.459229
	Iteration 17Q: 3 clusters Score -477023.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -477042.812500 Penalty: 2908.459229
	Iteration 18Q: 3 clusters Score -477042.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -477057.500000 Penalty: 2908.459229
	Iteration 19Q: 3 clusters Score -477057.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -477072.375000 Penalty: 2908.459229
	Iteration 20F: 3 clusters Score -477072.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -477082.593750 Penalty: 2908.459229
	Iteration 21Q: 3 clusters Score -477082.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -477093.437500 Penalty: 2908.459229
	Iteration 22Q: 3 clusters Score -477093.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -477106.812500 Penalty: 2908.459229
	Iteration 23Q: 3 clusters Score -477106.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -477113.093750 Penalty: 2908.459229
	Iteration 24Q: 3 clusters Score -477113.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -477120.156250 Penalty: 2908.459229
	Iteration 25Q: 3 clusters Score -477120.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -477125.812500 Penalty: 2908.459229
	Iteration 26Q: 3 clusters Score -477125.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -477132.375000 Penalty: 2908.459229
	Iteration 27Q: 3 clusters Score -477132.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -477140.000000 Penalty: 2908.459229
	Iteration 28Q: 3 clusters Score -477140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -477146.406250 Penalty: 2908.459229
	Iteration 29Q: 3 clusters Score -477146.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -477153.406250 Penalty: 2908.459229
	Iteration 30Q: 3 clusters Score -477153.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -477157.062500 Penalty: 2908.459229
	Iteration 31Q: 3 clusters Score -477157.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -477159.968750 Penalty: 2908.459229
	Iteration 32Q: 3 clusters Score -477160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -477160.937500 Penalty: 2908.459229
	Iteration 33Q: 3 clusters Score -477160.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -477161.593750 Penalty: 2908.459229
	Iteration 34Q: 3 clusters Score -477161.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -477163.125000 Penalty: 2908.459229
	Iteration 35Q: 3 clusters Score -477163.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -477163.125000 Penalty: 2908.459229
	Iteration 36F: 3 clusters Score -477163.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Entering Unmasked Estep 
Score: -461937.937500 Penalty: 1442.052368
	Iteration 0F: 2 clusters Score -461937.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -456630.281250 Penalty: 2884.104736
	Iteration 0F: 3 clusters Score -456630.3 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -458141.781250 Penalty: 2884.104736
	Iteration 1F: 3 clusters Score -458141.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -458342.750000 Penalty: 2884.104736
	Iteration 2F: 3 clusters Score -458342.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -458484.250000 Penalty: 2884.104736
	Iteration 3Q: 3 clusters Score -458484.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -458609.781250 Penalty: 2884.104736
	Iteration 4Q: 3 clusters Score -458609.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -458761.625000 Penalty: 2884.104736
	Iteration 5Q: 3 clusters Score -458761.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -458965.375000 Penalty: 2884.104736
	Iteration 6Q: 3 clusters Score -458965.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -459221.125000 Penalty: 2884.104736
	Iteration 7F: 3 clusters Score -459221.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -459503.343750 Penalty: 2884.104736
	Iteration 8F: 3 clusters Score -459503.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -459789.968750 Penalty: 2884.104736
	Iteration 9F: 3 clusters Score -459790 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -460069.562500 Penalty: 2884.104736
	Iteration 10F: 3 clusters Score -460069.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -460277.062500 Penalty: 2884.104736
	Iteration 11Q: 3 clusters Score -460277.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -460403.812500 Penalty: 2884.104736
	Iteration 12Q: 3 clusters Score -460403.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -460490.531250 Penalty: 2884.104736
	Iteration 13Q: 3 clusters Score -460490.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -460565.406250 Penalty: 2884.104736
	Iteration 14Q: 3 clusters Score -460565.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -460620.687500 Penalty: 2884.104736
	Iteration 15Q: 3 clusters Score -460620.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -460660.843750 Penalty: 2884.104736
	Iteration 16Q: 3 clusters Score -460660.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -460699.281250 Penalty: 2884.104736
	Iteration 17Q: 3 clusters Score -460699.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -460730.750000 Penalty: 2884.104736
	Iteration 18Q: 3 clusters Score -460730.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -460742.562500 Penalty: 2884.104736
	Iteration 19Q: 3 clusters Score -460742.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -460753.750000 Penalty: 2884.104736
	Iteration 20F: 3 clusters Score -460753.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -460763.625000 Penalty: 2884.104736
	Iteration 21Q: 3 clusters Score -460763.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -460774.062500 Penalty: 2884.104736
	Iteration 22Q: 3 clusters Score -460774.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -460777.843750 Penalty: 2884.104736
	Iteration 23Q: 3 clusters Score -460777.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -460782.343750 Penalty: 2884.104736
	Iteration 24Q: 3 clusters Score -460782.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -460785.343750 Penalty: 2884.104736
	Iteration 25Q: 3 clusters Score -460785.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -460784.843750 Penalty: 2884.104736
	Iteration 26Q: 3 clusters Score -460784.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -460784.843750 Penalty: 2884.104736
	Iteration 27F: 3 clusters Score -460784.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (484896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484896 members 
Entering Unmasked Estep 
Score: -30711398.000000 Penalty: 2127.399658
	Iteration 0F: 2 clusters Score -3.07114e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242542 members 
Mstep: Class 2 contains 242354 members 
Entering Unmasked Estep 
Score: -30383154.000000 Penalty: 4254.799316
	Iteration 0F: 3 clusters Score -3.038315e+07 nChanged 238012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250088 members 
Mstep: Class 2 contains 234808 members 
Entering Unmasked Estep 
Score: -30528756.000000 Penalty: 4254.799316
	Iteration 1F: 3 clusters Score -3.052876e+07 nChanged 12091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254043 members 
Mstep: Class 2 contains 230853 members 
Entering Unmasked Estep 
Score: -30531304.000000 Penalty: 4254.799316
	Iteration 2Q: 3 clusters Score -3.05313e+07 nChanged 13933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260160 members 
Mstep: Class 2 contains 224736 members 
Entering Unmasked Estep 
Score: -30534926.000000 Penalty: 4254.799316
	Iteration 3Q: 3 clusters Score -3.053493e+07 nChanged 16391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269285 members 
Mstep: Class 2 contains 215611 members 
Entering Unmasked Estep 
Score: -30540602.000000 Penalty: 4254.799316
	Iteration 4Q: 3 clusters Score -3.05406e+07 nChanged 20114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282619 members 
Mstep: Class 2 contains 202277 members 
Entering Unmasked Estep 
Score: -30548608.000000 Penalty: 4254.799316
	Iteration 5Q: 3 clusters Score -3.054861e+07 nChanged 24122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301311 members 
Mstep: Class 2 contains 183585 members 
Entering Unmasked Estep 
Score: -30560480.000000 Penalty: 4254.799316
	Iteration 6Q: 3 clusters Score -3.056048e+07 nChanged 28717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325876 members 
Mstep: Class 2 contains 159020 members 
Entering Unmasked Estep 
Score: -30577922.000000 Penalty: 4254.799316
	Iteration 7F: 3 clusters Score -3.057792e+07 nChanged 32120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355184 members 
Mstep: Class 2 contains 129712 members 
Entering Unmasked Estep 
Score: -30600918.000000 Penalty: 4254.799316
	Iteration 8F: 3 clusters Score -3.060092e+07 nChanged 32149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385559 members 
Mstep: Class 2 contains 99337 members 
Entering Unmasked Estep 
Score: -30626502.000000 Penalty: 4254.799316
	Iteration 9F: 3 clusters Score -3.06265e+07 nChanged 28308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412927 members 
Mstep: Class 2 contains 71969 members 
Entering Unmasked Estep 
Score: -30650588.000000 Penalty: 4254.799316
	Iteration 10F: 3 clusters Score -3.065059e+07 nChanged 22000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434409 members 
Mstep: Class 2 contains 50487 members 
Entering Unmasked Estep 
Score: -30669272.000000 Penalty: 4254.799316
	Iteration 11Q: 3 clusters Score -3.066927e+07 nChanged 15855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450052 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -30682466.000000 Penalty: 4254.799316
	Iteration 12Q: 3 clusters Score -3.068247e+07 nChanged 11686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461696 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -30692140.000000 Penalty: 4254.799316
	Iteration 13Q: 3 clusters Score -3.069214e+07 nChanged 8349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470039 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -30698856.000000 Penalty: 4254.799316
	Iteration 14Q: 3 clusters Score -3.069886e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475886 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -30703384.000000 Penalty: 4254.799316
	Iteration 15Q: 3 clusters Score -3.070338e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479586 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -30706280.000000 Penalty: 4254.799316
	Iteration 16Q: 3 clusters Score -3.070628e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481701 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -30707788.000000 Penalty: 4254.799316
	Iteration 17Q: 3 clusters Score -3.070779e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482842 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -30708512.000000 Penalty: 4254.799316
	Iteration 18Q: 3 clusters Score -3.070851e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483441 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -30708828.000000 Penalty: 4254.799316
	Iteration 19Q: 3 clusters Score -3.070883e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483794 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -30709056.000000 Penalty: 4254.799316
	Iteration 20F: 3 clusters Score -3.070906e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483998 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -30709232.000000 Penalty: 4254.799316
	Iteration 21Q: 3 clusters Score -3.070923e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484123 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -30709310.000000 Penalty: 4254.799316
	Iteration 22Q: 3 clusters Score -3.070931e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484198 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -30709356.000000 Penalty: 4254.799316
	Iteration 23Q: 3 clusters Score -3.070936e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484259 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -30709446.000000 Penalty: 4254.799316
	Iteration 24Q: 3 clusters Score -3.070945e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484290 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -30709472.000000 Penalty: 4254.799316
	Iteration 25Q: 3 clusters Score -3.070947e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484318 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -30709482.000000 Penalty: 4254.799316
	Iteration 26Q: 3 clusters Score -3.070948e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484339 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -30709506.000000 Penalty: 4254.799316
	Iteration 27Q: 3 clusters Score -3.070951e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484357 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -30709506.000000 Penalty: 4254.799316
	Iteration 28Q: 3 clusters Score -3.070951e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484373 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -30709512.000000 Penalty: 4254.799316
	Iteration 29Q: 3 clusters Score -3.070951e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484388 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -30709536.000000 Penalty: 4254.799316
	Iteration 30Q: 3 clusters Score -3.070954e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484393 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -30709520.000000 Penalty: 4254.799316
	Iteration 31Q: 3 clusters Score -3.070952e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484395 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -30709532.000000 Penalty: 4254.799316
	Iteration 32Q: 3 clusters Score -3.070953e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484395 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -30709518.000000 Penalty: 4254.799316
	Iteration 33Q: 3 clusters Score -3.070952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484402 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -30709522.000000 Penalty: 4254.799316
	Iteration 34Q: 3 clusters Score -3.070952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484406 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -30709526.000000 Penalty: 4254.799316
	Iteration 35Q: 3 clusters Score -3.070953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484410 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -30709534.000000 Penalty: 4254.799316
	Iteration 36Q: 3 clusters Score -3.070953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484413 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -30709520.000000 Penalty: 4254.799316
	Iteration 37Q: 3 clusters Score -3.070952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484413 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -30709520.000000 Penalty: 4254.799316
	Iteration 38F: 3 clusters Score -3.070952e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Entering Unmasked Estep 
Score: -233113.421875 Penalty: 1332.725098
	Iteration 0F: 2 clusters Score -233113.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -229980.453125 Penalty: 2665.450195
	Iteration 0F: 3 clusters Score -229980.5 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -230733.046875 Penalty: 2665.450195
	Iteration 1F: 3 clusters Score -230733 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -230862.812500 Penalty: 2665.450195
	Iteration 2F: 3 clusters Score -230862.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -230966.875000 Penalty: 2665.450195
	Iteration 3Q: 3 clusters Score -230966.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -231062.796875 Penalty: 2665.450195
	Iteration 4Q: 3 clusters Score -231062.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -231130.218750 Penalty: 2665.450195
	Iteration 5Q: 3 clusters Score -231130.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -231206.187500 Penalty: 2665.450195
	Iteration 6Q: 3 clusters Score -231206.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -231278.718750 Penalty: 2665.450195
	Iteration 7Q: 3 clusters Score -231278.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -231344.296875 Penalty: 2665.450195
	Iteration 8Q: 3 clusters Score -231344.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -231414.937500 Penalty: 2665.450195
	Iteration 9Q: 3 clusters Score -231414.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -231503.062500 Penalty: 2665.450195
	Iteration 10Q: 3 clusters Score -231503.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -231588.640625 Penalty: 2665.450195
	Iteration 11Q: 3 clusters Score -231588.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -231666.078125 Penalty: 2665.450195
	Iteration 12Q: 3 clusters Score -231666.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -231730.156250 Penalty: 2665.450195
	Iteration 13Q: 3 clusters Score -231730.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -231785.593750 Penalty: 2665.450195
	Iteration 14Q: 3 clusters Score -231785.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -231834.656250 Penalty: 2665.450195
	Iteration 15Q: 3 clusters Score -231834.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -231868.796875 Penalty: 2665.450195
	Iteration 16Q: 3 clusters Score -231868.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -231891.453125 Penalty: 2665.450195
	Iteration 17Q: 3 clusters Score -231891.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -231915.062500 Penalty: 2665.450195
	Iteration 18Q: 3 clusters Score -231915.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -231927.640625 Penalty: 2665.450195
	Iteration 19Q: 3 clusters Score -231927.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -231939.203125 Penalty: 2665.450195
	Iteration 20F: 3 clusters Score -231939.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -231950.125000 Penalty: 2665.450195
	Iteration 21Q: 3 clusters Score -231950.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -231960.453125 Penalty: 2665.450195
	Iteration 22Q: 3 clusters Score -231960.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -231967.703125 Penalty: 2665.450195
	Iteration 23Q: 3 clusters Score -231967.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -231976.109375 Penalty: 2665.450195
	Iteration 24Q: 3 clusters Score -231976.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -231982.062500 Penalty: 2665.450195
	Iteration 25Q: 3 clusters Score -231982.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -231986.109375 Penalty: 2665.450195
	Iteration 26Q: 3 clusters Score -231986.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -231989.968750 Penalty: 2665.450195
	Iteration 27Q: 3 clusters Score -231990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -231990.578125 Penalty: 2665.450195
	Iteration 28Q: 3 clusters Score -231990.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -231992.843750 Penalty: 2665.450195
	Iteration 29Q: 3 clusters Score -231992.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -231992.843750 Penalty: 2665.450195
	Iteration 30F: 3 clusters Score -231992.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Entering Unmasked Estep 
Score: -95883.210938 Penalty: 1192.674805
	Iteration 0F: 2 clusters Score -95883.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -94081.429688 Penalty: 2385.349609
	Iteration 0F: 3 clusters Score -94081.43 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -94419.953125 Penalty: 2385.349609
	Iteration 1F: 3 clusters Score -94419.95 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -94498.554688 Penalty: 2385.349609
	Iteration 2F: 3 clusters Score -94498.55 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -94537.734375 Penalty: 2385.349609
	Iteration 3Q: 3 clusters Score -94537.73 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -94563.453125 Penalty: 2385.349609
	Iteration 4Q: 3 clusters Score -94563.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -94583.156250 Penalty: 2385.349609
	Iteration 5Q: 3 clusters Score -94583.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -94607.601562 Penalty: 2385.349609
	Iteration 6Q: 3 clusters Score -94607.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -94621.835938 Penalty: 2385.349609
	Iteration 7Q: 3 clusters Score -94621.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -94633.304688 Penalty: 2385.349609
	Iteration 8Q: 3 clusters Score -94633.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -94642.617188 Penalty: 2385.349609
	Iteration 9Q: 3 clusters Score -94642.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -94655.070312 Penalty: 2385.349609
	Iteration 10Q: 3 clusters Score -94655.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -94662.421875 Penalty: 2385.349609
	Iteration 11Q: 3 clusters Score -94662.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -94668.703125 Penalty: 2385.349609
	Iteration 12Q: 3 clusters Score -94668.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -94671.335938 Penalty: 2385.349609
	Iteration 13Q: 3 clusters Score -94671.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -94676.726562 Penalty: 2385.349609
	Iteration 14Q: 3 clusters Score -94676.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -94680.820312 Penalty: 2385.349609
	Iteration 15Q: 3 clusters Score -94680.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -94685.453125 Penalty: 2385.349609
	Iteration 16Q: 3 clusters Score -94685.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -94687.578125 Penalty: 2385.349609
	Iteration 17Q: 3 clusters Score -94687.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -94690.125000 Penalty: 2385.349609
	Iteration 18Q: 3 clusters Score -94690.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -94691.648438 Penalty: 2385.349609
	Iteration 19Q: 3 clusters Score -94691.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -94692.593750 Penalty: 2385.349609
	Iteration 20F: 3 clusters Score -94692.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -94693.039062 Penalty: 2385.349609
	Iteration 21Q: 3 clusters Score -94693.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -94695.414062 Penalty: 2385.349609
	Iteration 22Q: 3 clusters Score -94695.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -94697.546875 Penalty: 2385.349609
	Iteration 23Q: 3 clusters Score -94697.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -94699.648438 Penalty: 2385.349609
	Iteration 24Q: 3 clusters Score -94699.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -94701.296875 Penalty: 2385.349609
	Iteration 25Q: 3 clusters Score -94701.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -94703.593750 Penalty: 2385.349609
	Iteration 26Q: 3 clusters Score -94703.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -94707.078125 Penalty: 2385.349609
	Iteration 27Q: 3 clusters Score -94707.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -94710.148438 Penalty: 2385.349609
	Iteration 28Q: 3 clusters Score -94710.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -94716.109375 Penalty: 2385.349609
	Iteration 29Q: 3 clusters Score -94716.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -94725.625000 Penalty: 2385.349609
	Iteration 30Q: 3 clusters Score -94725.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -94727.570312 Penalty: 2385.349609
	Iteration 31Q: 3 clusters Score -94727.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -94731.789062 Penalty: 2385.349609
	Iteration 32Q: 3 clusters Score -94731.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -94737.484375 Penalty: 2385.349609
	Iteration 33Q: 3 clusters Score -94737.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -94740.445312 Penalty: 2385.349609
	Iteration 34Q: 3 clusters Score -94740.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -94743.882812 Penalty: 2385.349609
	Iteration 35Q: 3 clusters Score -94743.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -94750.101562 Penalty: 2385.349609
	Iteration 36Q: 3 clusters Score -94750.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -94755.367188 Penalty: 2385.349609
	Iteration 37Q: 3 clusters Score -94755.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -94759.390625 Penalty: 2385.349609
	Iteration 38Q: 3 clusters Score -94759.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -94763.562500 Penalty: 2385.349609
	Iteration 39Q: 3 clusters Score -94763.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -94767.562500 Penalty: 2385.349609
	Iteration 40F: 3 clusters Score -94767.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -94770.921875 Penalty: 2385.349609
	Iteration 41Q: 3 clusters Score -94770.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -94772.890625 Penalty: 2385.349609
	Iteration 42Q: 3 clusters Score -94772.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -94775.070312 Penalty: 2385.349609
	Iteration 43Q: 3 clusters Score -94775.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -94775.812500 Penalty: 2385.349609
	Iteration 44Q: 3 clusters Score -94775.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -94776.382812 Penalty: 2385.349609
	Iteration 45Q: 3 clusters Score -94776.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -94778.109375 Penalty: 2385.349609
	Iteration 46Q: 3 clusters Score -94778.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -94780.742188 Penalty: 2385.349609
	Iteration 47Q: 3 clusters Score -94780.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -94783.007812 Penalty: 2385.349609
	Iteration 48Q: 3 clusters Score -94783.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -94783.210938 Penalty: 2385.349609
	Iteration 49Q: 3 clusters Score -94783.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -94783.210938 Penalty: 2385.349609
	Iteration 50F: 3 clusters Score -94783.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Entering Unmasked Estep 
Score: -533299.125000 Penalty: 1461.391602
	Iteration 0F: 2 clusters Score -533299.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -527337.750000 Penalty: 2922.783203
	Iteration 0F: 3 clusters Score -527337.8 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -529120.250000 Penalty: 2922.783203
	Iteration 1F: 3 clusters Score -529120.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -529374.187500 Penalty: 2922.783203
	Iteration 2F: 3 clusters Score -529374.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -529577.812500 Penalty: 2922.783203
	Iteration 3F: 3 clusters Score -529577.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -529793.687500 Penalty: 2922.783203
	Iteration 4F: 3 clusters Score -529793.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -530035.812500 Penalty: 2922.783203
	Iteration 5F: 3 clusters Score -530035.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -530292.687500 Penalty: 2922.783203
	Iteration 6Q: 3 clusters Score -530292.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -530538.562500 Penalty: 2922.783203
	Iteration 7Q: 3 clusters Score -530538.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -530819.750000 Penalty: 2922.783203
	Iteration 8Q: 3 clusters Score -530819.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -531083.750000 Penalty: 2922.783203
	Iteration 9Q: 3 clusters Score -531083.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -531293.500000 Penalty: 2922.783203
	Iteration 10Q: 3 clusters Score -531293.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -531485.062500 Penalty: 2922.783203
	Iteration 11Q: 3 clusters Score -531485.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -531656.312500 Penalty: 2922.783203
	Iteration 12Q: 3 clusters Score -531656.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -531813.062500 Penalty: 2922.783203
	Iteration 13Q: 3 clusters Score -531813.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -531993.937500 Penalty: 2922.783203
	Iteration 14Q: 3 clusters Score -531993.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -532159.812500 Penalty: 2922.783203
	Iteration 15Q: 3 clusters Score -532159.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -532376.937500 Penalty: 2922.783203
	Iteration 16Q: 3 clusters Score -532376.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -532611.437500 Penalty: 2922.783203
	Iteration 17Q: 3 clusters Score -532611.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -532790.375000 Penalty: 2922.783203
	Iteration 18Q: 3 clusters Score -532790.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -532885.625000 Penalty: 2922.783203
	Iteration 19Q: 3 clusters Score -532885.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -532946.875000 Penalty: 2922.783203
	Iteration 20F: 3 clusters Score -532946.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -532989.750000 Penalty: 2922.783203
	Iteration 21Q: 3 clusters Score -532989.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -533011.250000 Penalty: 2922.783203
	Iteration 22Q: 3 clusters Score -533011.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -533023.250000 Penalty: 2922.783203
	Iteration 23Q: 3 clusters Score -533023.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -533030.187500 Penalty: 2922.783203
	Iteration 24Q: 3 clusters Score -533030.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -533035.125000 Penalty: 2922.783203
	Iteration 25Q: 3 clusters Score -533035.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -533036.937500 Penalty: 2922.783203
	Iteration 26Q: 3 clusters Score -533036.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -533036.375000 Penalty: 2922.783203
	Iteration 27Q: 3 clusters Score -533036.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -533038.812500 Penalty: 2922.783203
	Iteration 28Q: 3 clusters Score -533038.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -533039.250000 Penalty: 2922.783203
	Iteration 29Q: 3 clusters Score -533039.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -533039.250000 Penalty: 2922.783203
	Iteration 30Q: 3 clusters Score -533039.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -533041.250000 Penalty: 2922.783203
	Iteration 31Q: 3 clusters Score -533041.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -533041.875000 Penalty: 2922.783203
	Iteration 32Q: 3 clusters Score -533041.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -533041.625000 Penalty: 2922.783203
	Iteration 33Q: 3 clusters Score -533041.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -533041.625000 Penalty: 2922.783203
	Iteration 34F: 3 clusters Score -533041.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Entering Unmasked Estep 
Score: -787730.750000 Penalty: 1523.810303
	Iteration 0F: 2 clusters Score -787730.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -779320.625000 Penalty: 3047.620605
	Iteration 0F: 3 clusters Score -779320.6 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -782057.375000 Penalty: 3047.620605
	Iteration 1F: 3 clusters Score -782057.4 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -782344.750000 Penalty: 3047.620605
	Iteration 2F: 3 clusters Score -782344.8 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -782641.750000 Penalty: 3047.620605
	Iteration 3F: 3 clusters Score -782641.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -783010.250000 Penalty: 3047.620605
	Iteration 4Q: 3 clusters Score -783010.2 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -783473.000000 Penalty: 3047.620605
	Iteration 5F: 3 clusters Score -783473 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -784027.062500 Penalty: 3047.620605
	Iteration 6F: 3 clusters Score -784027.1 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -784594.375000 Penalty: 3047.620605
	Iteration 7F: 3 clusters Score -784594.4 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -785120.562500 Penalty: 3047.620605
	Iteration 8F: 3 clusters Score -785120.6 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -785492.750000 Penalty: 3047.620605
	Iteration 9F: 3 clusters Score -785492.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -785707.375000 Penalty: 3047.620605
	Iteration 10Q: 3 clusters Score -785707.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -785812.875000 Penalty: 3047.620605
	Iteration 11Q: 3 clusters Score -785812.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -785877.937500 Penalty: 3047.620605
	Iteration 12Q: 3 clusters Score -785877.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -785933.937500 Penalty: 3047.620605
	Iteration 13Q: 3 clusters Score -785933.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -785978.375000 Penalty: 3047.620605
	Iteration 14Q: 3 clusters Score -785978.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -786018.250000 Penalty: 3047.620605
	Iteration 15Q: 3 clusters Score -786018.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -786049.812500 Penalty: 3047.620605
	Iteration 16Q: 3 clusters Score -786049.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -786076.062500 Penalty: 3047.620605
	Iteration 17Q: 3 clusters Score -786076.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -786099.062500 Penalty: 3047.620605
	Iteration 18Q: 3 clusters Score -786099.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -786115.062500 Penalty: 3047.620605
	Iteration 19Q: 3 clusters Score -786115.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -786130.375000 Penalty: 3047.620605
	Iteration 20F: 3 clusters Score -786130.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -786143.375000 Penalty: 3047.620605
	Iteration 21Q: 3 clusters Score -786143.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -786162.187500 Penalty: 3047.620605
	Iteration 22Q: 3 clusters Score -786162.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -786179.375000 Penalty: 3047.620605
	Iteration 23Q: 3 clusters Score -786179.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -786189.437500 Penalty: 3047.620605
	Iteration 24Q: 3 clusters Score -786189.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -786202.875000 Penalty: 3047.620605
	Iteration 25Q: 3 clusters Score -786202.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -786218.812500 Penalty: 3047.620605
	Iteration 26Q: 3 clusters Score -786218.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -786229.312500 Penalty: 3047.620605
	Iteration 27Q: 3 clusters Score -786229.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -786240.687500 Penalty: 3047.620605
	Iteration 28Q: 3 clusters Score -786240.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -786249.812500 Penalty: 3047.620605
	Iteration 29Q: 3 clusters Score -786249.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -786253.750000 Penalty: 3047.620605
	Iteration 30Q: 3 clusters Score -786253.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -786261.500000 Penalty: 3047.620605
	Iteration 31Q: 3 clusters Score -786261.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -786268.562500 Penalty: 3047.620605
	Iteration 32Q: 3 clusters Score -786268.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -786272.687500 Penalty: 3047.620605
	Iteration 33Q: 3 clusters Score -786272.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -786283.500000 Penalty: 3047.620605
	Iteration 34Q: 3 clusters Score -786283.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -786294.000000 Penalty: 3047.620605
	Iteration 35Q: 3 clusters Score -786294 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -786304.312500 Penalty: 3047.620605
	Iteration 36Q: 3 clusters Score -786304.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -786314.750000 Penalty: 3047.620605
	Iteration 37Q: 3 clusters Score -786314.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -786326.875000 Penalty: 3047.620605
	Iteration 38Q: 3 clusters Score -786326.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -786334.750000 Penalty: 3047.620605
	Iteration 39Q: 3 clusters Score -786334.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -786340.937500 Penalty: 3047.620605
	Iteration 40F: 3 clusters Score -786340.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -786345.812500 Penalty: 3047.620605
	Iteration 41Q: 3 clusters Score -786345.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -786351.812500 Penalty: 3047.620605
	Iteration 42Q: 3 clusters Score -786351.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -786357.812500 Penalty: 3047.620605
	Iteration 43Q: 3 clusters Score -786357.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -786360.375000 Penalty: 3047.620605
	Iteration 44Q: 3 clusters Score -786360.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -786365.437500 Penalty: 3047.620605
	Iteration 45Q: 3 clusters Score -786365.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -786368.625000 Penalty: 3047.620605
	Iteration 46Q: 3 clusters Score -786368.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -786371.062500 Penalty: 3047.620605
	Iteration 47Q: 3 clusters Score -786371.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -786377.187500 Penalty: 3047.620605
	Iteration 48Q: 3 clusters Score -786377.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -786380.875000 Penalty: 3047.620605
	Iteration 49Q: 3 clusters Score -786380.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -786381.437500 Penalty: 3047.620605
	Iteration 50Q: 3 clusters Score -786381.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -786384.250000 Penalty: 3047.620605
	Iteration 51Q: 3 clusters Score -786384.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -786389.312500 Penalty: 3047.620605
	Iteration 52Q: 3 clusters Score -786389.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -786395.937500 Penalty: 3047.620605
	Iteration 53Q: 3 clusters Score -786395.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -786400.750000 Penalty: 3047.620605
	Iteration 54Q: 3 clusters Score -786400.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -786408.187500 Penalty: 3047.620605
	Iteration 55Q: 3 clusters Score -786408.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -786412.750000 Penalty: 3047.620605
	Iteration 56Q: 3 clusters Score -786412.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -786419.062500 Penalty: 3047.620605
	Iteration 57Q: 3 clusters Score -786419.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -786422.625000 Penalty: 3047.620605
	Iteration 58Q: 3 clusters Score -786422.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -786429.437500 Penalty: 3047.620605
	Iteration 59Q: 3 clusters Score -786429.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -786435.000000 Penalty: 3047.620605
	Iteration 60F: 3 clusters Score -786435 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -786445.312500 Penalty: 3047.620605
	Iteration 61Q: 3 clusters Score -786445.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -786453.312500 Penalty: 3047.620605
	Iteration 62Q: 3 clusters Score -786453.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -786459.187500 Penalty: 3047.620605
	Iteration 63Q: 3 clusters Score -786459.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -786466.625000 Penalty: 3047.620605
	Iteration 64Q: 3 clusters Score -786466.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -786470.812500 Penalty: 3047.620605
	Iteration 65Q: 3 clusters Score -786470.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -786475.187500 Penalty: 3047.620605
	Iteration 66Q: 3 clusters Score -786475.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -786479.875000 Penalty: 3047.620605
	Iteration 67Q: 3 clusters Score -786479.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -786485.687500 Penalty: 3047.620605
	Iteration 68Q: 3 clusters Score -786485.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -786490.500000 Penalty: 3047.620605
	Iteration 69Q: 3 clusters Score -786490.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -786492.875000 Penalty: 3047.620605
	Iteration 70Q: 3 clusters Score -786492.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -786500.125000 Penalty: 3047.620605
	Iteration 71Q: 3 clusters Score -786500.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -786503.437500 Penalty: 3047.620605
	Iteration 72Q: 3 clusters Score -786503.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -786507.687500 Penalty: 3047.620605
	Iteration 73Q: 3 clusters Score -786507.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -786514.125000 Penalty: 3047.620605
	Iteration 74Q: 3 clusters Score -786514.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -786522.062500 Penalty: 3047.620605
	Iteration 75Q: 3 clusters Score -786522.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -786528.250000 Penalty: 3047.620605
	Iteration 76Q: 3 clusters Score -786528.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -786538.562500 Penalty: 3047.620605
	Iteration 77Q: 3 clusters Score -786538.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -786547.625000 Penalty: 3047.620605
	Iteration 78Q: 3 clusters Score -786547.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -786554.187500 Penalty: 3047.620605
	Iteration 79Q: 3 clusters Score -786554.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -786555.812500 Penalty: 3047.620605
	Iteration 80F: 3 clusters Score -786555.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -786562.187500 Penalty: 3047.620605
	Iteration 81Q: 3 clusters Score -786562.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -786564.875000 Penalty: 3047.620605
	Iteration 82Q: 3 clusters Score -786564.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -786564.000000 Penalty: 3047.620605
	Iteration 83Q: 3 clusters Score -786564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -786565.500000 Penalty: 3047.620605
	Iteration 84Q: 3 clusters Score -786565.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -786565.375000 Penalty: 3047.620605
	Iteration 85Q: 3 clusters Score -786565.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -786566.187500 Penalty: 3047.620605
	Iteration 86Q: 3 clusters Score -786566.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -786566.187500 Penalty: 3047.620605
	Iteration 87F: 3 clusters Score -786566.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Entering Unmasked Estep 
Score: -515136.968750 Penalty: 1472.548950
	Iteration 0F: 2 clusters Score -515137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -508826.406250 Penalty: 2945.097900
	Iteration 0F: 3 clusters Score -508826.4 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -510874.187500 Penalty: 2945.097900
	Iteration 1F: 3 clusters Score -510874.2 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -511260.531250 Penalty: 2945.097900
	Iteration 2F: 3 clusters Score -511260.5 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -511549.218750 Penalty: 2945.097900
	Iteration 3F: 3 clusters Score -511549.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -511797.656250 Penalty: 2945.097900
	Iteration 4Q: 3 clusters Score -511797.7 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -512058.375000 Penalty: 2945.097900
	Iteration 5F: 3 clusters Score -512058.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -512326.093750 Penalty: 2945.097900
	Iteration 6Q: 3 clusters Score -512326.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -512601.906250 Penalty: 2945.097900
	Iteration 7Q: 3 clusters Score -512601.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -512852.156250 Penalty: 2945.097900
	Iteration 8Q: 3 clusters Score -512852.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -513045.187500 Penalty: 2945.097900
	Iteration 9Q: 3 clusters Score -513045.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -513211.750000 Penalty: 2945.097900
	Iteration 10Q: 3 clusters Score -513211.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -513364.500000 Penalty: 2945.097900
	Iteration 11Q: 3 clusters Score -513364.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -513515.718750 Penalty: 2945.097900
	Iteration 12Q: 3 clusters Score -513515.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -513638.312500 Penalty: 2945.097900
	Iteration 13Q: 3 clusters Score -513638.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -513734.656250 Penalty: 2945.097900
	Iteration 14Q: 3 clusters Score -513734.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -513810.125000 Penalty: 2945.097900
	Iteration 15Q: 3 clusters Score -513810.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -513860.218750 Penalty: 2945.097900
	Iteration 16Q: 3 clusters Score -513860.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -513897.812500 Penalty: 2945.097900
	Iteration 17Q: 3 clusters Score -513897.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -513926.343750 Penalty: 2945.097900
	Iteration 18Q: 3 clusters Score -513926.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -513945.531250 Penalty: 2945.097900
	Iteration 19Q: 3 clusters Score -513945.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -513959.593750 Penalty: 2945.097900
	Iteration 20F: 3 clusters Score -513959.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -513973.968750 Penalty: 2945.097900
	Iteration 21Q: 3 clusters Score -513974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -513983.781250 Penalty: 2945.097900
	Iteration 22Q: 3 clusters Score -513983.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -513992.500000 Penalty: 2945.097900
	Iteration 23Q: 3 clusters Score -513992.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -513997.656250 Penalty: 2945.097900
	Iteration 24Q: 3 clusters Score -513997.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -513998.500000 Penalty: 2945.097900
	Iteration 25Q: 3 clusters Score -513998.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -514000.312500 Penalty: 2945.097900
	Iteration 26Q: 3 clusters Score -514000.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -514001.406250 Penalty: 2945.097900
	Iteration 27Q: 3 clusters Score -514001.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -514002.125000 Penalty: 2945.097900
	Iteration 28Q: 3 clusters Score -514002.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -514002.125000 Penalty: 2945.097900
	Iteration 29F: 3 clusters Score -514002.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 28203 members 
Mstep: Class 3 contains 10728 members 
Mstep: Class 4 contains 4180 members 
Mstep: Class 5 contains 5684 members 
Mstep: Class 6 contains 1697 members 
Mstep: Class 7 contains 8030 members 
Mstep: Class 8 contains 76517 members 
Mstep: Class 9 contains 5600 members 
Mstep: Class 10 contains 7701 members 
Mstep: Class 11 contains 7145 members 
Mstep: Class 12 contains 484896 members 
Mstep: Class 16 contains 3646 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 8048 members 
Mstep: Class 21 contains 11817 members 
Mstep: Class 22 contains 8620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200584.000000 Penalty: 37101.382812
Iteration 159Q: 18 clusters Score -4.220058e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 28201 members 
Mstep: Class 3 contains 10734 members 
Mstep: Class 4 contains 4166 members 
Mstep: Class 5 contains 5687 members 
Mstep: Class 6 contains 1698 members 
Mstep: Class 7 contains 8026 members 
Mstep: Class 8 contains 76511 members 
Mstep: Class 9 contains 5621 members 
Mstep: Class 10 contains 7700 members 
Mstep: Class 11 contains 7145 members 
Mstep: Class 12 contains 484879 members 
Mstep: Class 16 contains 3652 members 
Mstep: Class 19 contains 1541 members 
Mstep: Class 20 contains 8048 members 
Mstep: Class 21 contains 11829 members 
Mstep: Class 22 contains 8614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200608.000000 Penalty: 37101.382812
Iteration 160F: 18 clusters Score -4.220061e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 28199 members 
Mstep: Class 3 contains 10736 members 
Mstep: Class 4 contains 4155 members 
Mstep: Class 5 contains 5688 members 
Mstep: Class 6 contains 1697 members 
Mstep: Class 7 contains 8023 members 
Mstep: Class 8 contains 76506 members 
Mstep: Class 9 contains 5645 members 
Mstep: Class 10 contains 7701 members 
Mstep: Class 11 contains 7145 members 
Mstep: Class 12 contains 484864 members 
Mstep: Class 16 contains 3659 members 
Mstep: Class 19 contains 1541 members 
Mstep: Class 20 contains 8048 members 
Mstep: Class 21 contains 11838 members 
Mstep: Class 22 contains 8607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200624.000000 Penalty: 37101.382812
Iteration 161Q: 18 clusters Score -4.220062e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 28198 members 
Mstep: Class 3 contains 10736 members 
Mstep: Class 4 contains 4141 members 
Mstep: Class 5 contains 5691 members 
Mstep: Class 6 contains 1697 members 
Mstep: Class 7 contains 8015 members 
Mstep: Class 8 contains 76504 members 
Mstep: Class 9 contains 5668 members 
Mstep: Class 10 contains 7701 members 
Mstep: Class 11 contains 7145 members 
Mstep: Class 12 contains 484856 members 
Mstep: Class 16 contains 3662 members 
Mstep: Class 19 contains 1541 members 
Mstep: Class 20 contains 8048 members 
Mstep: Class 21 contains 11848 members 
Mstep: Class 22 contains 8601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200624.000000 Penalty: 37101.382812
Iteration 162Q: 18 clusters Score -4.220062e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 28196 members 
Mstep: Class 3 contains 10738 members 
Mstep: Class 4 contains 4133 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 1697 members 
Mstep: Class 7 contains 8013 members 
Mstep: Class 8 contains 76503 members 
Mstep: Class 9 contains 5678 members 
Mstep: Class 10 contains 7701 members 
Mstep: Class 11 contains 7145 members 
Mstep: Class 12 contains 484840 members 
Mstep: Class 16 contains 3665 members 
Mstep: Class 19 contains 1541 members 
Mstep: Class 20 contains 8049 members 
Mstep: Class 21 contains 11862 members 
Mstep: Class 22 contains 8593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200648.000000 Penalty: 37101.382812
Iteration 163Q: 18 clusters Score -4.220065e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 28195 members 
Mstep: Class 3 contains 10730 members 
Mstep: Class 4 contains 4131 members 
Mstep: Class 5 contains 5700 members 
Mstep: Class 6 contains 1698 members 
Mstep: Class 7 contains 8009 members 
Mstep: Class 8 contains 76506 members 
Mstep: Class 9 contains 5688 members 
Mstep: Class 10 contains 7701 members 
Mstep: Class 11 contains 7145 members 
Mstep: Class 12 contains 484823 members 
Mstep: Class 16 contains 3668 members 
Mstep: Class 19 contains 1541 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 11878 members 
Mstep: Class 22 contains 8588 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 164Q: 18 clusters Score -4.220059e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 28193 members 
Mstep: Class 3 contains 10724 members 
Mstep: Class 4 contains 4128 members 
Mstep: Class 5 contains 5705 members 
Mstep: Class 6 contains 1697 members 
Mstep: Class 7 contains 8007 members 
Mstep: Class 8 contains 76505 members 
Mstep: Class 9 contains 5700 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7145 members 
Mstep: Class 12 contains 484805 members 
Mstep: Class 16 contains 3671 members 
Mstep: Class 19 contains 1541 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 11889 members 
Mstep: Class 22 contains 8588 members 
Entering Unmasked Estep 
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Iteration 165Q: 18 clusters Score -4.220063e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 28193 members 
Mstep: Class 3 contains 10724 members 
Mstep: Class 4 contains 4123 members 
Mstep: Class 5 contains 5704 members 
Mstep: Class 6 contains 1697 members 
Mstep: Class 7 contains 8003 members 
Mstep: Class 8 contains 76500 members 
Mstep: Class 9 contains 5717 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7145 members 
Mstep: Class 12 contains 484794 members 
Mstep: Class 16 contains 3673 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 11896 members 
Mstep: Class 22 contains 8587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200624.000000 Penalty: 37101.382812
Iteration 166Q: 18 clusters Score -4.220062e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 28193 members 
Mstep: Class 3 contains 10722 members 
Mstep: Class 4 contains 4123 members 
Mstep: Class 5 contains 5705 members 
Mstep: Class 6 contains 1696 members 
Mstep: Class 7 contains 8002 members 
Mstep: Class 8 contains 76497 members 
Mstep: Class 9 contains 5735 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7144 members 
Mstep: Class 12 contains 484782 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 11899 members 
Mstep: Class 22 contains 8580 members 
Entering Unmasked Estep 
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Iteration 167Q: 18 clusters Score -4.220064e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 28194 members 
Mstep: Class 3 contains 10724 members 
Mstep: Class 4 contains 4125 members 
Mstep: Class 5 contains 5708 members 
Mstep: Class 6 contains 1695 members 
Mstep: Class 7 contains 8001 members 
Mstep: Class 8 contains 76495 members 
Mstep: Class 9 contains 5741 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7144 members 
Mstep: Class 12 contains 484762 members 
Mstep: Class 16 contains 3679 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 11907 members 
Mstep: Class 22 contains 8581 members 
Entering Unmasked Estep 
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Score: -42200624.000000 Penalty: 37101.382812
Iteration 168Q: 18 clusters Score -4.220062e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 28195 members 
Mstep: Class 3 contains 10729 members 
Mstep: Class 4 contains 4126 members 
Mstep: Class 5 contains 5709 members 
Mstep: Class 6 contains 1694 members 
Mstep: Class 7 contains 7998 members 
Mstep: Class 8 contains 76494 members 
Mstep: Class 9 contains 5752 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7144 members 
Mstep: Class 12 contains 484738 members 
Mstep: Class 16 contains 3683 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 11916 members 
Mstep: Class 22 contains 8578 members 
Entering Unmasked Estep 
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Iteration 169Q: 18 clusters Score -4.220068e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 28196 members 
Mstep: Class 3 contains 10738 members 
Mstep: Class 4 contains 4116 members 
Mstep: Class 5 contains 5711 members 
Mstep: Class 6 contains 1694 members 
Mstep: Class 7 contains 7990 members 
Mstep: Class 8 contains 76496 members 
Mstep: Class 9 contains 5763 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7144 members 
Mstep: Class 12 contains 484720 members 
Mstep: Class 16 contains 3691 members 
Mstep: Class 19 contains 1538 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 11921 members 
Mstep: Class 22 contains 8576 members 
Entering Unmasked Estep 
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Iteration 170Q: 18 clusters Score -4.22007e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 28196 members 
Mstep: Class 3 contains 10744 members 
Mstep: Class 4 contains 4107 members 
Mstep: Class 5 contains 5714 members 
Mstep: Class 6 contains 1694 members 
Mstep: Class 7 contains 7985 members 
Mstep: Class 8 contains 76496 members 
Mstep: Class 9 contains 5773 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7144 members 
Mstep: Class 12 contains 484708 members 
Mstep: Class 16 contains 3697 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 11928 members 
Mstep: Class 22 contains 8571 members 
Entering Unmasked Estep 
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Iteration 171Q: 18 clusters Score -4.220068e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 28197 members 
Mstep: Class 3 contains 10746 members 
Mstep: Class 4 contains 4112 members 
Mstep: Class 5 contains 5717 members 
Mstep: Class 6 contains 1694 members 
Mstep: Class 7 contains 7980 members 
Mstep: Class 8 contains 76496 members 
Mstep: Class 9 contains 5784 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7144 members 
Mstep: Class 12 contains 484684 members 
Mstep: Class 16 contains 3702 members 
Mstep: Class 19 contains 1535 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 11931 members 
Mstep: Class 22 contains 8571 members 
Entering Unmasked Estep 
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Iteration 172Q: 18 clusters Score -4.220076e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 28197 members 
Mstep: Class 3 contains 10744 members 
Mstep: Class 4 contains 4109 members 
Mstep: Class 5 contains 5717 members 
Mstep: Class 6 contains 1692 members 
Mstep: Class 7 contains 7976 members 
Mstep: Class 8 contains 76498 members 
Mstep: Class 9 contains 5796 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7144 members 
Mstep: Class 12 contains 484657 members 
Mstep: Class 16 contains 3707 members 
Mstep: Class 19 contains 1534 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 11949 members 
Mstep: Class 22 contains 8571 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 173Q: 18 clusters Score -4.220076e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 28198 members 
Mstep: Class 3 contains 10746 members 
Mstep: Class 4 contains 4107 members 
Mstep: Class 5 contains 5720 members 
Mstep: Class 6 contains 1692 members 
Mstep: Class 7 contains 7971 members 
Mstep: Class 8 contains 76495 members 
Mstep: Class 9 contains 5802 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7144 members 
Mstep: Class 12 contains 484630 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 19 contains 1534 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 11970 members 
Mstep: Class 22 contains 8567 members 
Entering Unmasked Estep 
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Iteration 174Q: 18 clusters Score -4.220082e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 28199 members 
Mstep: Class 3 contains 10749 members 
Mstep: Class 4 contains 4109 members 
Mstep: Class 5 contains 5721 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7970 members 
Mstep: Class 8 contains 76495 members 
Mstep: Class 9 contains 5805 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7144 members 
Mstep: Class 12 contains 484607 members 
Mstep: Class 16 contains 3720 members 
Mstep: Class 19 contains 1534 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 11985 members 
Mstep: Class 22 contains 8561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200776.000000 Penalty: 37101.382812
Iteration 175Q: 18 clusters Score -4.220078e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 28199 members 
Mstep: Class 3 contains 10758 members 
Mstep: Class 4 contains 4103 members 
Mstep: Class 5 contains 5721 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 7968 members 
Mstep: Class 8 contains 76495 members 
Mstep: Class 9 contains 5806 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7144 members 
Mstep: Class 12 contains 484579 members 
Mstep: Class 16 contains 3720 members 
Mstep: Class 19 contains 1534 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12009 members 
Mstep: Class 22 contains 8558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200812.000000 Penalty: 37101.382812
Iteration 176Q: 18 clusters Score -4.220081e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 28199 members 
Mstep: Class 3 contains 10762 members 
Mstep: Class 4 contains 4098 members 
Mstep: Class 5 contains 5725 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7965 members 
Mstep: Class 8 contains 76497 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7144 members 
Mstep: Class 12 contains 484560 members 
Mstep: Class 16 contains 3722 members 
Mstep: Class 19 contains 1534 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12025 members 
Mstep: Class 22 contains 8554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200792.000000 Penalty: 37101.382812
Iteration 177Q: 18 clusters Score -4.220079e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 28199 members 
Mstep: Class 3 contains 10768 members 
Mstep: Class 4 contains 4098 members 
Mstep: Class 5 contains 5731 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7961 members 
Mstep: Class 8 contains 76494 members 
Mstep: Class 9 contains 5813 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7144 members 
Mstep: Class 12 contains 484540 members 
Mstep: Class 16 contains 3725 members 
Mstep: Class 19 contains 1533 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12031 members 
Mstep: Class 22 contains 8554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200764.000000 Penalty: 37101.382812
Iteration 178Q: 18 clusters Score -4.220076e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 28198 members 
Mstep: Class 3 contains 10776 members 
Mstep: Class 4 contains 4100 members 
Mstep: Class 5 contains 5740 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7957 members 
Mstep: Class 8 contains 76492 members 
Mstep: Class 9 contains 5813 members 
Mstep: Class 10 contains 7701 members 
Mstep: Class 11 contains 7144 members 
Mstep: Class 12 contains 484529 members 
Mstep: Class 16 contains 3725 members 
Mstep: Class 19 contains 1532 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12039 members 
Mstep: Class 22 contains 8547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200760.000000 Penalty: 37101.382812
Iteration 179Q: 18 clusters Score -4.220076e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 28198 members 
Mstep: Class 3 contains 10779 members 
Mstep: Class 4 contains 4102 members 
Mstep: Class 5 contains 5740 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7957 members 
Mstep: Class 8 contains 76493 members 
Mstep: Class 9 contains 5810 members 
Mstep: Class 10 contains 7700 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 484522 members 
Mstep: Class 16 contains 3724 members 
Mstep: Class 19 contains 1531 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12049 members 
Mstep: Class 22 contains 8542 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 180F: 18 clusters Score -4.220083e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 28198 members 
Mstep: Class 3 contains 10782 members 
Mstep: Class 4 contains 4101 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7955 members 
Mstep: Class 8 contains 76491 members 
Mstep: Class 9 contains 5813 members 
Mstep: Class 10 contains 7700 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 484521 members 
Mstep: Class 16 contains 3724 members 
Mstep: Class 19 contains 1531 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12054 members 
Mstep: Class 22 contains 8538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200816.000000 Penalty: 37101.382812
Iteration 181Q: 18 clusters Score -4.220082e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 28198 members 
Mstep: Class 3 contains 10786 members 
Mstep: Class 4 contains 4100 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7955 members 
Mstep: Class 8 contains 76490 members 
Mstep: Class 9 contains 5812 members 
Mstep: Class 10 contains 7700 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 484523 members 
Mstep: Class 16 contains 3725 members 
Mstep: Class 19 contains 1531 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12055 members 
Mstep: Class 22 contains 8534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200800.000000 Penalty: 37101.382812
Iteration 182Q: 18 clusters Score -4.22008e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 28199 members 
Mstep: Class 3 contains 10790 members 
Mstep: Class 4 contains 4099 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7955 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 7700 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 484521 members 
Mstep: Class 16 contains 3729 members 
Mstep: Class 19 contains 1531 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12054 members 
Mstep: Class 22 contains 8534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200816.000000 Penalty: 37101.382812
Iteration 183Q: 18 clusters Score -4.220082e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 28198 members 
Mstep: Class 3 contains 10790 members 
Mstep: Class 4 contains 4100 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7955 members 
Mstep: Class 8 contains 76487 members 
Mstep: Class 9 contains 5807 members 
Mstep: Class 10 contains 7700 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 484520 members 
Mstep: Class 16 contains 3731 members 
Mstep: Class 19 contains 1531 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12055 members 
Mstep: Class 22 contains 8533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200816.000000 Penalty: 37101.382812
Iteration 184Q: 18 clusters Score -4.220082e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 28194 members 
Mstep: Class 3 contains 10791 members 
Mstep: Class 4 contains 4100 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7954 members 
Mstep: Class 8 contains 76487 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 7701 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 484519 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 19 contains 1531 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12060 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
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Iteration 185Q: 18 clusters Score -4.22008e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 28190 members 
Mstep: Class 3 contains 10794 members 
Mstep: Class 4 contains 4099 members 
Mstep: Class 5 contains 5741 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7952 members 
Mstep: Class 8 contains 76487 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 7701 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 484518 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 19 contains 1531 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12063 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 186Q: 18 clusters Score -4.220082e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 28187 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 4095 members 
Mstep: Class 5 contains 5740 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 76487 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 7701 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 484521 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 19 contains 1531 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12065 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
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Iteration 187Q: 18 clusters Score -4.220079e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 28181 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 4095 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 484519 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 19 contains 1531 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12071 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 188Q: 18 clusters Score -4.22008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 28181 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 484515 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 19 contains 1531 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12075 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
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Iteration 189Q: 18 clusters Score -4.220081e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 28181 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 4097 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 484509 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 19 contains 1531 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12079 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
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Iteration 190Q: 18 clusters Score -4.220084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 28181 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 4098 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 484504 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 19 contains 1531 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12082 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200840.000000 Penalty: 37101.382812
Iteration 191Q: 18 clusters Score -4.220084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 28181 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 4098 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 484500 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 19 contains 1531 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12086 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200828.000000 Penalty: 37101.382812
Iteration 192Q: 18 clusters Score -4.220083e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 28181 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 4098 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 484490 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 19 contains 1531 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12096 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200864.000000 Penalty: 37101.382812
Iteration 193Q: 18 clusters Score -4.220086e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 28181 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 4098 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 484480 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 19 contains 1531 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12106 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200840.000000 Penalty: 37101.382812
Iteration 194Q: 18 clusters Score -4.220084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 28181 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 4098 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 484479 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 19 contains 1531 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12107 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200820.000000 Penalty: 37101.382812
Iteration 195Q: 18 clusters Score -4.220082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 28181 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 4098 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 484474 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 19 contains 1531 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12112 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200804.000000 Penalty: 37101.382812
Iteration 196Q: 18 clusters Score -4.22008e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 28181 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 4098 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 484465 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 19 contains 1531 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12121 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200784.000000 Penalty: 37101.382812
Iteration 197Q: 18 clusters Score -4.220078e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 28182 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 4098 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 484457 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 19 contains 1531 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12128 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200760.000000 Penalty: 37101.382812
Iteration 198Q: 18 clusters Score -4.220076e+07 nChanged 10
Entering ConstructFrom: 
Score: -42200760.000000 Penalty: 37101.382812
Entering ConstructFrom: 
Trying to split cluster 1 (6321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Entering Unmasked Estep 
Score: -399909.968750 Penalty: 1422.140259
	Iteration 0F: 2 clusters Score -399910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -395142.750000 Penalty: 2844.280518
	Iteration 0F: 3 clusters Score -395142.8 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -396516.375000 Penalty: 2844.280518
	Iteration 1F: 3 clusters Score -396516.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -396746.937500 Penalty: 2844.280518
	Iteration 2F: 3 clusters Score -396746.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -396945.468750 Penalty: 2844.280518
	Iteration 3F: 3 clusters Score -396945.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -397123.468750 Penalty: 2844.280518
	Iteration 4F: 3 clusters Score -397123.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -397313.593750 Penalty: 2844.280518
	Iteration 5Q: 3 clusters Score -397313.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -397532.406250 Penalty: 2844.280518
	Iteration 6Q: 3 clusters Score -397532.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -397735.718750 Penalty: 2844.280518
	Iteration 7Q: 3 clusters Score -397735.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -397928.062500 Penalty: 2844.280518
	Iteration 8Q: 3 clusters Score -397928.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -398097.187500 Penalty: 2844.280518
	Iteration 9Q: 3 clusters Score -398097.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -398215.125000 Penalty: 2844.280518
	Iteration 10Q: 3 clusters Score -398215.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -398305.468750 Penalty: 2844.280518
	Iteration 11Q: 3 clusters Score -398305.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -398390.625000 Penalty: 2844.280518
	Iteration 12Q: 3 clusters Score -398390.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -398450.062500 Penalty: 2844.280518
	Iteration 13Q: 3 clusters Score -398450.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -398494.312500 Penalty: 2844.280518
	Iteration 14Q: 3 clusters Score -398494.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -398535.562500 Penalty: 2844.280518
	Iteration 15Q: 3 clusters Score -398535.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -398573.750000 Penalty: 2844.280518
	Iteration 16Q: 3 clusters Score -398573.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -398612.500000 Penalty: 2844.280518
	Iteration 17Q: 3 clusters Score -398612.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -398635.218750 Penalty: 2844.280518
	Iteration 18Q: 3 clusters Score -398635.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -398648.843750 Penalty: 2844.280518
	Iteration 19Q: 3 clusters Score -398648.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -398667.250000 Penalty: 2844.280518
	Iteration 20F: 3 clusters Score -398667.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -398684.062500 Penalty: 2844.280518
	Iteration 21Q: 3 clusters Score -398684.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -398695.593750 Penalty: 2844.280518
	Iteration 22Q: 3 clusters Score -398695.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -398698.375000 Penalty: 2844.280518
	Iteration 23Q: 3 clusters Score -398698.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -398702.468750 Penalty: 2844.280518
	Iteration 24Q: 3 clusters Score -398702.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -398704.343750 Penalty: 2844.280518
	Iteration 25Q: 3 clusters Score -398704.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -398706.406250 Penalty: 2844.280518
	Iteration 26Q: 3 clusters Score -398706.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -398711.718750 Penalty: 2844.280518
	Iteration 27Q: 3 clusters Score -398711.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -398716.031250 Penalty: 2844.280518
	Iteration 28Q: 3 clusters Score -398716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -398718.000000 Penalty: 2844.280518
	Iteration 29Q: 3 clusters Score -398718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -398719.218750 Penalty: 2844.280518
	Iteration 30Q: 3 clusters Score -398719.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -398720.156250 Penalty: 2844.280518
	Iteration 31Q: 3 clusters Score -398720.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -398720.843750 Penalty: 2844.280518
	Iteration 32Q: 3 clusters Score -398720.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -398721.625000 Penalty: 2844.280518
	Iteration 33Q: 3 clusters Score -398721.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -398721.625000 Penalty: 2844.280518
	Iteration 34F: 3 clusters Score -398721.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Entering Unmasked Estep 
Score: -1830624.000000 Penalty: 1665.052124
	Iteration 0F: 2 clusters Score -1830624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -1811532.750000 Penalty: 3330.104248
	Iteration 0F: 3 clusters Score -1811533 nChanged 13011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -1818715.000000 Penalty: 3330.104248
	Iteration 1F: 3 clusters Score -1818715 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -1819128.875000 Penalty: 3330.104248
	Iteration 2Q: 3 clusters Score -1819129 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -1819567.500000 Penalty: 3330.104248
	Iteration 3Q: 3 clusters Score -1819568 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -1820074.000000 Penalty: 3330.104248
	Iteration 4Q: 3 clusters Score -1820074 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -1820708.500000 Penalty: 3330.104248
	Iteration 5Q: 3 clusters Score -1820708 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -1821608.500000 Penalty: 3330.104248
	Iteration 6F: 3 clusters Score -1821608 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -1822884.375000 Penalty: 3330.104248
	Iteration 7F: 3 clusters Score -1822884 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -1824515.625000 Penalty: 3330.104248
	Iteration 8F: 3 clusters Score -1824516 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -1826098.625000 Penalty: 3330.104248
	Iteration 9F: 3 clusters Score -1826099 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -1827252.125000 Penalty: 3330.104248
	Iteration 10Q: 3 clusters Score -1827252 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -1827846.625000 Penalty: 3330.104248
	Iteration 11Q: 3 clusters Score -1827847 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -1828161.500000 Penalty: 3330.104248
	Iteration 12Q: 3 clusters Score -1828162 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -1828354.000000 Penalty: 3330.104248
	Iteration 13Q: 3 clusters Score -1828354 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -1828510.625000 Penalty: 3330.104248
	Iteration 14Q: 3 clusters Score -1828511 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -1828635.625000 Penalty: 3330.104248
	Iteration 15Q: 3 clusters Score -1828636 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -1828737.625000 Penalty: 3330.104248
	Iteration 16Q: 3 clusters Score -1828738 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -1828804.625000 Penalty: 3330.104248
	Iteration 17Q: 3 clusters Score -1828805 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -1828844.750000 Penalty: 3330.104248
	Iteration 18Q: 3 clusters Score -1828845 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -1828887.500000 Penalty: 3330.104248
	Iteration 19Q: 3 clusters Score -1828888 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -1828924.875000 Penalty: 3330.104248
	Iteration 20F: 3 clusters Score -1828925 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -1828950.375000 Penalty: 3330.104248
	Iteration 21Q: 3 clusters Score -1828950 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -1828975.875000 Penalty: 3330.104248
	Iteration 22Q: 3 clusters Score -1828976 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -1829004.500000 Penalty: 3330.104248
	Iteration 23Q: 3 clusters Score -1829004 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -1829032.250000 Penalty: 3330.104248
	Iteration 24Q: 3 clusters Score -1829032 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -1829063.875000 Penalty: 3330.104248
	Iteration 25Q: 3 clusters Score -1829064 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -1829085.875000 Penalty: 3330.104248
	Iteration 26Q: 3 clusters Score -1829086 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -1829105.500000 Penalty: 3330.104248
	Iteration 27Q: 3 clusters Score -1829106 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -1829134.500000 Penalty: 3330.104248
	Iteration 28Q: 3 clusters Score -1829134 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -1829146.875000 Penalty: 3330.104248
	Iteration 29Q: 3 clusters Score -1829147 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -1829155.750000 Penalty: 3330.104248
	Iteration 30Q: 3 clusters Score -1829156 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -1829161.125000 Penalty: 3330.104248
	Iteration 31Q: 3 clusters Score -1829161 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -1829169.500000 Penalty: 3330.104248
	Iteration 32Q: 3 clusters Score -1829170 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -1829181.750000 Penalty: 3330.104248
	Iteration 33Q: 3 clusters Score -1829182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -1829188.125000 Penalty: 3330.104248
	Iteration 34Q: 3 clusters Score -1829188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -1829190.875000 Penalty: 3330.104248
	Iteration 35Q: 3 clusters Score -1829191 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -1829198.625000 Penalty: 3330.104248
	Iteration 36Q: 3 clusters Score -1829199 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -1829204.125000 Penalty: 3330.104248
	Iteration 37Q: 3 clusters Score -1829204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -1829209.500000 Penalty: 3330.104248
	Iteration 38Q: 3 clusters Score -1829210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -1829212.250000 Penalty: 3330.104248
	Iteration 39Q: 3 clusters Score -1829212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -1829217.125000 Penalty: 3330.104248
	Iteration 40F: 3 clusters Score -1829217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -1829217.875000 Penalty: 3330.104248
	Iteration 41Q: 3 clusters Score -1829218 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -1829219.750000 Penalty: 3330.104248
	Iteration 42Q: 3 clusters Score -1829220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -1829221.375000 Penalty: 3330.104248
	Iteration 43Q: 3 clusters Score -1829221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -1829225.625000 Penalty: 3330.104248
	Iteration 44Q: 3 clusters Score -1829226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -1829227.750000 Penalty: 3330.104248
	Iteration 45Q: 3 clusters Score -1829228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -1829236.500000 Penalty: 3330.104248
	Iteration 46Q: 3 clusters Score -1829236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -1829240.500000 Penalty: 3330.104248
	Iteration 47Q: 3 clusters Score -1829240 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -1829252.000000 Penalty: 3330.104248
	Iteration 48Q: 3 clusters Score -1829252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -1829256.750000 Penalty: 3330.104248
	Iteration 49Q: 3 clusters Score -1829257 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -1829258.250000 Penalty: 3330.104248
	Iteration 50Q: 3 clusters Score -1829258 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -1829267.125000 Penalty: 3330.104248
	Iteration 51Q: 3 clusters Score -1829267 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -1829272.750000 Penalty: 3330.104248
	Iteration 52Q: 3 clusters Score -1829273 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -1829279.375000 Penalty: 3330.104248
	Iteration 53Q: 3 clusters Score -1829279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -1829285.000000 Penalty: 3330.104248
	Iteration 54Q: 3 clusters Score -1829285 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -1829289.375000 Penalty: 3330.104248
	Iteration 55Q: 3 clusters Score -1829289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -1829291.625000 Penalty: 3330.104248
	Iteration 56Q: 3 clusters Score -1829292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -1829295.000000 Penalty: 3330.104248
	Iteration 57Q: 3 clusters Score -1829295 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -1829302.750000 Penalty: 3330.104248
	Iteration 58Q: 3 clusters Score -1829303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -1829304.250000 Penalty: 3330.104248
	Iteration 59Q: 3 clusters Score -1829304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -1829305.250000 Penalty: 3330.104248
	Iteration 60F: 3 clusters Score -1829305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -1829305.250000 Penalty: 3330.104248
	Iteration 61Q: 3 clusters Score -1829305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -1829303.500000 Penalty: 3330.104248
	Iteration 62Q: 3 clusters Score -1829304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -1829305.750000 Penalty: 3330.104248
	Iteration 63Q: 3 clusters Score -1829306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -1829305.750000 Penalty: 3330.104248
	Iteration 64F: 3 clusters Score -1829306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Entering Unmasked Estep 
Score: -697736.437500 Penalty: 1509.111206
	Iteration 0F: 2 clusters Score -697736.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -690052.312500 Penalty: 3018.222412
	Iteration 0F: 3 clusters Score -690052.3 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -692611.312500 Penalty: 3018.222412
	Iteration 1F: 3 clusters Score -692611.3 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -692928.437500 Penalty: 3018.222412
	Iteration 2F: 3 clusters Score -692928.4 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -693233.187500 Penalty: 3018.222412
	Iteration 3F: 3 clusters Score -693233.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -693493.062500 Penalty: 3018.222412
	Iteration 4F: 3 clusters Score -693493.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -693730.750000 Penalty: 3018.222412
	Iteration 5Q: 3 clusters Score -693730.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -693968.625000 Penalty: 3018.222412
	Iteration 6Q: 3 clusters Score -693968.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -694215.437500 Penalty: 3018.222412
	Iteration 7Q: 3 clusters Score -694215.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -694463.812500 Penalty: 3018.222412
	Iteration 8Q: 3 clusters Score -694463.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -694744.000000 Penalty: 3018.222412
	Iteration 9Q: 3 clusters Score -694744 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -695045.312500 Penalty: 3018.222412
	Iteration 10Q: 3 clusters Score -695045.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -695289.937500 Penalty: 3018.222412
	Iteration 11Q: 3 clusters Score -695289.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -695443.875000 Penalty: 3018.222412
	Iteration 12Q: 3 clusters Score -695443.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -695570.937500 Penalty: 3018.222412
	Iteration 13Q: 3 clusters Score -695570.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -695678.187500 Penalty: 3018.222412
	Iteration 14Q: 3 clusters Score -695678.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -695749.375000 Penalty: 3018.222412
	Iteration 15Q: 3 clusters Score -695749.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -695799.750000 Penalty: 3018.222412
	Iteration 16Q: 3 clusters Score -695799.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -695842.250000 Penalty: 3018.222412
	Iteration 17Q: 3 clusters Score -695842.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -695883.812500 Penalty: 3018.222412
	Iteration 18Q: 3 clusters Score -695883.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -695925.750000 Penalty: 3018.222412
	Iteration 19Q: 3 clusters Score -695925.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -695969.375000 Penalty: 3018.222412
	Iteration 20F: 3 clusters Score -695969.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -696011.000000 Penalty: 3018.222412
	Iteration 21Q: 3 clusters Score -696011 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -696040.625000 Penalty: 3018.222412
	Iteration 22Q: 3 clusters Score -696040.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -696060.375000 Penalty: 3018.222412
	Iteration 23Q: 3 clusters Score -696060.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -696087.625000 Penalty: 3018.222412
	Iteration 24Q: 3 clusters Score -696087.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -696105.125000 Penalty: 3018.222412
	Iteration 25Q: 3 clusters Score -696105.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -696114.187500 Penalty: 3018.222412
	Iteration 26Q: 3 clusters Score -696114.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -696116.250000 Penalty: 3018.222412
	Iteration 27Q: 3 clusters Score -696116.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -696121.062500 Penalty: 3018.222412
	Iteration 28Q: 3 clusters Score -696121.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -696120.562500 Penalty: 3018.222412
	Iteration 29Q: 3 clusters Score -696120.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -696123.187500 Penalty: 3018.222412
	Iteration 30Q: 3 clusters Score -696123.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -696128.750000 Penalty: 3018.222412
	Iteration 31Q: 3 clusters Score -696128.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -696132.687500 Penalty: 3018.222412
	Iteration 32Q: 3 clusters Score -696132.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -696133.750000 Penalty: 3018.222412
	Iteration 33Q: 3 clusters Score -696133.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -696140.062500 Penalty: 3018.222412
	Iteration 34Q: 3 clusters Score -696140.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -696142.187500 Penalty: 3018.222412
	Iteration 35Q: 3 clusters Score -696142.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -696144.625000 Penalty: 3018.222412
	Iteration 36Q: 3 clusters Score -696144.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -696146.437500 Penalty: 3018.222412
	Iteration 37Q: 3 clusters Score -696146.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -696147.437500 Penalty: 3018.222412
	Iteration 38Q: 3 clusters Score -696147.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -696154.687500 Penalty: 3018.222412
	Iteration 39Q: 3 clusters Score -696154.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -696158.062500 Penalty: 3018.222412
	Iteration 40F: 3 clusters Score -696158.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -696163.187500 Penalty: 3018.222412
	Iteration 41Q: 3 clusters Score -696163.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -696167.750000 Penalty: 3018.222412
	Iteration 42Q: 3 clusters Score -696167.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -696174.812500 Penalty: 3018.222412
	Iteration 43Q: 3 clusters Score -696174.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -696178.500000 Penalty: 3018.222412
	Iteration 44Q: 3 clusters Score -696178.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -696181.625000 Penalty: 3018.222412
	Iteration 45Q: 3 clusters Score -696181.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -696184.625000 Penalty: 3018.222412
	Iteration 46Q: 3 clusters Score -696184.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -696187.812500 Penalty: 3018.222412
	Iteration 47Q: 3 clusters Score -696187.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -696191.750000 Penalty: 3018.222412
	Iteration 48Q: 3 clusters Score -696191.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -696193.312500 Penalty: 3018.222412
	Iteration 49Q: 3 clusters Score -696193.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -696195.312500 Penalty: 3018.222412
	Iteration 50Q: 3 clusters Score -696195.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -696196.750000 Penalty: 3018.222412
	Iteration 51Q: 3 clusters Score -696196.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -696198.062500 Penalty: 3018.222412
	Iteration 52Q: 3 clusters Score -696198.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -696199.937500 Penalty: 3018.222412
	Iteration 53Q: 3 clusters Score -696199.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -696201.375000 Penalty: 3018.222412
	Iteration 54Q: 3 clusters Score -696201.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -696203.250000 Penalty: 3018.222412
	Iteration 55Q: 3 clusters Score -696203.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -696203.562500 Penalty: 3018.222412
	Iteration 56Q: 3 clusters Score -696203.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -696205.750000 Penalty: 3018.222412
	Iteration 57Q: 3 clusters Score -696205.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -696206.812500 Penalty: 3018.222412
	Iteration 58Q: 3 clusters Score -696206.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -696207.875000 Penalty: 3018.222412
	Iteration 59Q: 3 clusters Score -696207.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -696207.562500 Penalty: 3018.222412
	Iteration 60F: 3 clusters Score -696207.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Entering Unmasked Estep 
Score: -256410.250000 Penalty: 1351.755981
	Iteration 0F: 2 clusters Score -256410.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -252986.109375 Penalty: 2703.511963
	Iteration 0F: 3 clusters Score -252986.1 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -253849.203125 Penalty: 2703.511963
	Iteration 1F: 3 clusters Score -253849.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -254024.734375 Penalty: 2703.511963
	Iteration 2F: 3 clusters Score -254024.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -254146.031250 Penalty: 2703.511963
	Iteration 3F: 3 clusters Score -254146 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -254245.218750 Penalty: 2703.511963
	Iteration 4Q: 3 clusters Score -254245.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -254332.453125 Penalty: 2703.511963
	Iteration 5Q: 3 clusters Score -254332.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -254409.031250 Penalty: 2703.511963
	Iteration 6Q: 3 clusters Score -254409 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -254483.890625 Penalty: 2703.511963
	Iteration 7Q: 3 clusters Score -254483.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -254546.609375 Penalty: 2703.511963
	Iteration 8Q: 3 clusters Score -254546.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -254604.296875 Penalty: 2703.511963
	Iteration 9Q: 3 clusters Score -254604.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -254659.640625 Penalty: 2703.511963
	Iteration 10Q: 3 clusters Score -254659.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -254705.828125 Penalty: 2703.511963
	Iteration 11Q: 3 clusters Score -254705.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -254743.796875 Penalty: 2703.511963
	Iteration 12Q: 3 clusters Score -254743.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -254776.484375 Penalty: 2703.511963
	Iteration 13Q: 3 clusters Score -254776.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -254806.250000 Penalty: 2703.511963
	Iteration 14Q: 3 clusters Score -254806.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -254830.703125 Penalty: 2703.511963
	Iteration 15Q: 3 clusters Score -254830.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -254846.500000 Penalty: 2703.511963
	Iteration 16Q: 3 clusters Score -254846.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -254863.953125 Penalty: 2703.511963
	Iteration 17Q: 3 clusters Score -254864 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -254877.343750 Penalty: 2703.511963
	Iteration 18Q: 3 clusters Score -254877.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -254893.609375 Penalty: 2703.511963
	Iteration 19Q: 3 clusters Score -254893.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -254903.000000 Penalty: 2703.511963
	Iteration 20F: 3 clusters Score -254903 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -254913.281250 Penalty: 2703.511963
	Iteration 21Q: 3 clusters Score -254913.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -254920.859375 Penalty: 2703.511963
	Iteration 22Q: 3 clusters Score -254920.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -254925.968750 Penalty: 2703.511963
	Iteration 23Q: 3 clusters Score -254926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -254935.328125 Penalty: 2703.511963
	Iteration 24Q: 3 clusters Score -254935.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -254942.859375 Penalty: 2703.511963
	Iteration 25Q: 3 clusters Score -254942.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -254948.781250 Penalty: 2703.511963
	Iteration 26Q: 3 clusters Score -254948.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -254951.671875 Penalty: 2703.511963
	Iteration 27Q: 3 clusters Score -254951.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -254954.265625 Penalty: 2703.511963
	Iteration 28Q: 3 clusters Score -254954.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -254955.859375 Penalty: 2703.511963
	Iteration 29Q: 3 clusters Score -254955.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -254958.187500 Penalty: 2703.511963
	Iteration 30Q: 3 clusters Score -254958.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -254959.156250 Penalty: 2703.511963
	Iteration 31Q: 3 clusters Score -254959.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -254959.250000 Penalty: 2703.511963
	Iteration 32Q: 3 clusters Score -254959.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -254960.250000 Penalty: 2703.511963
	Iteration 33Q: 3 clusters Score -254960.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -254961.687500 Penalty: 2703.511963
	Iteration 34Q: 3 clusters Score -254961.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -254962.453125 Penalty: 2703.511963
	Iteration 35Q: 3 clusters Score -254962.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -254963.203125 Penalty: 2703.511963
	Iteration 36Q: 3 clusters Score -254963.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -254964.656250 Penalty: 2703.511963
	Iteration 37Q: 3 clusters Score -254964.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -254965.156250 Penalty: 2703.511963
	Iteration 38Q: 3 clusters Score -254965.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -254965.500000 Penalty: 2703.511963
	Iteration 39Q: 3 clusters Score -254965.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -254966.125000 Penalty: 2703.511963
	Iteration 40F: 3 clusters Score -254966.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -254965.937500 Penalty: 2703.511963
	Iteration 41Q: 3 clusters Score -254965.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -254965.937500 Penalty: 2703.511963
	Iteration 42F: 3 clusters Score -254965.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -311807.562500 Penalty: 1406.444092
	Iteration 0F: 2 clusters Score -311807.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -307402.000000 Penalty: 2812.888184
	Iteration 0F: 3 clusters Score -307402 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -308802.000000 Penalty: 2812.888184
	Iteration 1F: 3 clusters Score -308802 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -309092.375000 Penalty: 2812.888184
	Iteration 2F: 3 clusters Score -309092.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -309324.718750 Penalty: 2812.888184
	Iteration 3F: 3 clusters Score -309324.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -309527.968750 Penalty: 2812.888184
	Iteration 4F: 3 clusters Score -309528 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -309687.906250 Penalty: 2812.888184
	Iteration 5Q: 3 clusters Score -309687.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -309807.250000 Penalty: 2812.888184
	Iteration 6Q: 3 clusters Score -309807.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -309902.968750 Penalty: 2812.888184
	Iteration 7Q: 3 clusters Score -309903 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -309997.968750 Penalty: 2812.888184
	Iteration 8Q: 3 clusters Score -309998 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -310078.812500 Penalty: 2812.888184
	Iteration 9Q: 3 clusters Score -310078.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -310136.812500 Penalty: 2812.888184
	Iteration 10Q: 3 clusters Score -310136.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -310197.000000 Penalty: 2812.888184
	Iteration 11Q: 3 clusters Score -310197 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -310272.625000 Penalty: 2812.888184
	Iteration 12Q: 3 clusters Score -310272.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -310356.656250 Penalty: 2812.888184
	Iteration 13Q: 3 clusters Score -310356.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -310442.906250 Penalty: 2812.888184
	Iteration 14Q: 3 clusters Score -310442.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -310527.125000 Penalty: 2812.888184
	Iteration 15Q: 3 clusters Score -310527.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -310591.968750 Penalty: 2812.888184
	Iteration 16Q: 3 clusters Score -310592 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -310635.468750 Penalty: 2812.888184
	Iteration 17Q: 3 clusters Score -310635.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -310688.031250 Penalty: 2812.888184
	Iteration 18Q: 3 clusters Score -310688 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -310741.531250 Penalty: 2812.888184
	Iteration 19Q: 3 clusters Score -310741.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -310796.875000 Penalty: 2812.888184
	Iteration 20F: 3 clusters Score -310796.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -310855.500000 Penalty: 2812.888184
	Iteration 21Q: 3 clusters Score -310855.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -310900.937500 Penalty: 2812.888184
	Iteration 22Q: 3 clusters Score -310900.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -310936.500000 Penalty: 2812.888184
	Iteration 23Q: 3 clusters Score -310936.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -310964.218750 Penalty: 2812.888184
	Iteration 24Q: 3 clusters Score -310964.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -310988.968750 Penalty: 2812.888184
	Iteration 25Q: 3 clusters Score -310989 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -311006.468750 Penalty: 2812.888184
	Iteration 26Q: 3 clusters Score -311006.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -311019.906250 Penalty: 2812.888184
	Iteration 27Q: 3 clusters Score -311019.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -311032.718750 Penalty: 2812.888184
	Iteration 28Q: 3 clusters Score -311032.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -311040.468750 Penalty: 2812.888184
	Iteration 29Q: 3 clusters Score -311040.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -311045.875000 Penalty: 2812.888184
	Iteration 30Q: 3 clusters Score -311045.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -311049.343750 Penalty: 2812.888184
	Iteration 31Q: 3 clusters Score -311049.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -311053.875000 Penalty: 2812.888184
	Iteration 32Q: 3 clusters Score -311053.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -311056.687500 Penalty: 2812.888184
	Iteration 33Q: 3 clusters Score -311056.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -311058.156250 Penalty: 2812.888184
	Iteration 34Q: 3 clusters Score -311058.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -311060.781250 Penalty: 2812.888184
	Iteration 35Q: 3 clusters Score -311060.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -311063.093750 Penalty: 2812.888184
	Iteration 36Q: 3 clusters Score -311063.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -311063.937500 Penalty: 2812.888184
	Iteration 37Q: 3 clusters Score -311063.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -311066.093750 Penalty: 2812.888184
	Iteration 38Q: 3 clusters Score -311066.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -311067.906250 Penalty: 2812.888184
	Iteration 39Q: 3 clusters Score -311067.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -311067.906250 Penalty: 2812.888184
	Iteration 40F: 3 clusters Score -311067.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Entering Unmasked Estep 
Score: -93672.203125 Penalty: 1207.778564
	Iteration 0F: 2 clusters Score -93672.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -91755.523438 Penalty: 2415.557129
	Iteration 0F: 3 clusters Score -91755.52 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -92142.257812 Penalty: 2415.557129
	Iteration 1F: 3 clusters Score -92142.26 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -92291.484375 Penalty: 2415.557129
	Iteration 2F: 3 clusters Score -92291.48 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -92407.125000 Penalty: 2415.557129
	Iteration 3F: 3 clusters Score -92407.12 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -92486.992188 Penalty: 2415.557129
	Iteration 4Q: 3 clusters Score -92486.99 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -92557.679688 Penalty: 2415.557129
	Iteration 5Q: 3 clusters Score -92557.68 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -92633.406250 Penalty: 2415.557129
	Iteration 6Q: 3 clusters Score -92633.41 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -92722.023438 Penalty: 2415.557129
	Iteration 7Q: 3 clusters Score -92722.02 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -92812.437500 Penalty: 2415.557129
	Iteration 8Q: 3 clusters Score -92812.44 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -92898.835938 Penalty: 2415.557129
	Iteration 9Q: 3 clusters Score -92898.84 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -92973.937500 Penalty: 2415.557129
	Iteration 10Q: 3 clusters Score -92973.94 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -93025.554688 Penalty: 2415.557129
	Iteration 11Q: 3 clusters Score -93025.55 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -93093.164062 Penalty: 2415.557129
	Iteration 12Q: 3 clusters Score -93093.16 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -93139.765625 Penalty: 2415.557129
	Iteration 13Q: 3 clusters Score -93139.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -93158.273438 Penalty: 2415.557129
	Iteration 14Q: 3 clusters Score -93158.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -93168.164062 Penalty: 2415.557129
	Iteration 15Q: 3 clusters Score -93168.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -93174.781250 Penalty: 2415.557129
	Iteration 16Q: 3 clusters Score -93174.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -93176.914062 Penalty: 2415.557129
	Iteration 17Q: 3 clusters Score -93176.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -93179.226562 Penalty: 2415.557129
	Iteration 18Q: 3 clusters Score -93179.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -93180.820312 Penalty: 2415.557129
	Iteration 19Q: 3 clusters Score -93180.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -93181.242188 Penalty: 2415.557129
	Iteration 20F: 3 clusters Score -93181.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Entering Unmasked Estep 
Score: -483700.218750 Penalty: 1459.400757
	Iteration 0F: 2 clusters Score -483700.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -477844.656250 Penalty: 2918.801514
	Iteration 0F: 3 clusters Score -477844.7 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -479742.406250 Penalty: 2918.801514
	Iteration 1F: 3 clusters Score -479742.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -479993.093750 Penalty: 2918.801514
	Iteration 2F: 3 clusters Score -479993.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -480227.875000 Penalty: 2918.801514
	Iteration 3F: 3 clusters Score -480227.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -480459.562500 Penalty: 2918.801514
	Iteration 4F: 3 clusters Score -480459.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -480697.593750 Penalty: 2918.801514
	Iteration 5F: 3 clusters Score -480697.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -480913.593750 Penalty: 2918.801514
	Iteration 6Q: 3 clusters Score -480913.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -481114.562500 Penalty: 2918.801514
	Iteration 7Q: 3 clusters Score -481114.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -481340.375000 Penalty: 2918.801514
	Iteration 8Q: 3 clusters Score -481340.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -481576.281250 Penalty: 2918.801514
	Iteration 9Q: 3 clusters Score -481576.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -481824.437500 Penalty: 2918.801514
	Iteration 10Q: 3 clusters Score -481824.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -482028.750000 Penalty: 2918.801514
	Iteration 11Q: 3 clusters Score -482028.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -482182.593750 Penalty: 2918.801514
	Iteration 12Q: 3 clusters Score -482182.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -482305.906250 Penalty: 2918.801514
	Iteration 13Q: 3 clusters Score -482305.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -482404.000000 Penalty: 2918.801514
	Iteration 14Q: 3 clusters Score -482404 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -482451.906250 Penalty: 2918.801514
	Iteration 15Q: 3 clusters Score -482451.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -482478.812500 Penalty: 2918.801514
	Iteration 16Q: 3 clusters Score -482478.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -482492.437500 Penalty: 2918.801514
	Iteration 17Q: 3 clusters Score -482492.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -482500.781250 Penalty: 2918.801514
	Iteration 18Q: 3 clusters Score -482500.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -482507.656250 Penalty: 2918.801514
	Iteration 19Q: 3 clusters Score -482507.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -482516.468750 Penalty: 2918.801514
	Iteration 20F: 3 clusters Score -482516.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -482523.750000 Penalty: 2918.801514
	Iteration 21Q: 3 clusters Score -482523.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -482528.656250 Penalty: 2918.801514
	Iteration 22Q: 3 clusters Score -482528.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -482536.718750 Penalty: 2918.801514
	Iteration 23Q: 3 clusters Score -482536.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -482544.312500 Penalty: 2918.801514
	Iteration 24Q: 3 clusters Score -482544.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -482556.781250 Penalty: 2918.801514
	Iteration 25Q: 3 clusters Score -482556.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -482570.937500 Penalty: 2918.801514
	Iteration 26Q: 3 clusters Score -482570.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -482588.468750 Penalty: 2918.801514
	Iteration 27Q: 3 clusters Score -482588.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -482607.250000 Penalty: 2918.801514
	Iteration 28Q: 3 clusters Score -482607.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -482638.750000 Penalty: 2918.801514
	Iteration 29Q: 3 clusters Score -482638.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -482682.031250 Penalty: 2918.801514
	Iteration 30Q: 3 clusters Score -482682 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -482735.937500 Penalty: 2918.801514
	Iteration 31Q: 3 clusters Score -482735.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -482802.906250 Penalty: 2918.801514
	Iteration 32Q: 3 clusters Score -482802.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -482870.500000 Penalty: 2918.801514
	Iteration 33Q: 3 clusters Score -482870.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -482941.406250 Penalty: 2918.801514
	Iteration 34Q: 3 clusters Score -482941.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -482997.531250 Penalty: 2918.801514
	Iteration 35Q: 3 clusters Score -482997.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -483049.218750 Penalty: 2918.801514
	Iteration 36Q: 3 clusters Score -483049.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -483103.843750 Penalty: 2918.801514
	Iteration 37Q: 3 clusters Score -483103.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -483134.437500 Penalty: 2918.801514
	Iteration 38Q: 3 clusters Score -483134.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -483160.437500 Penalty: 2918.801514
	Iteration 39Q: 3 clusters Score -483160.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -483182.375000 Penalty: 2918.801514
	Iteration 40F: 3 clusters Score -483182.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -483202.718750 Penalty: 2918.801514
	Iteration 41Q: 3 clusters Score -483202.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -483220.218750 Penalty: 2918.801514
	Iteration 42Q: 3 clusters Score -483220.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -483230.375000 Penalty: 2918.801514
	Iteration 43Q: 3 clusters Score -483230.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -483239.531250 Penalty: 2918.801514
	Iteration 44Q: 3 clusters Score -483239.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -483244.937500 Penalty: 2918.801514
	Iteration 45Q: 3 clusters Score -483244.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -483248.687500 Penalty: 2918.801514
	Iteration 46Q: 3 clusters Score -483248.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -483250.125000 Penalty: 2918.801514
	Iteration 47Q: 3 clusters Score -483250.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -483252.156250 Penalty: 2918.801514
	Iteration 48Q: 3 clusters Score -483252.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -483255.812500 Penalty: 2918.801514
	Iteration 49Q: 3 clusters Score -483255.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -483258.343750 Penalty: 2918.801514
	Iteration 50Q: 3 clusters Score -483258.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -483259.312500 Penalty: 2918.801514
	Iteration 51Q: 3 clusters Score -483259.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -483260.687500 Penalty: 2918.801514
	Iteration 52Q: 3 clusters Score -483260.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -483262.000000 Penalty: 2918.801514
	Iteration 53Q: 3 clusters Score -483262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -483263.625000 Penalty: 2918.801514
	Iteration 54Q: 3 clusters Score -483263.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -483264.468750 Penalty: 2918.801514
	Iteration 55Q: 3 clusters Score -483264.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -483263.937500 Penalty: 2918.801514
	Iteration 56Q: 3 clusters Score -483263.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -483266.375000 Penalty: 2918.801514
	Iteration 57Q: 3 clusters Score -483266.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -483268.406250 Penalty: 2918.801514
	Iteration 58Q: 3 clusters Score -483268.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -483268.031250 Penalty: 2918.801514
	Iteration 59Q: 3 clusters Score -483268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -483269.718750 Penalty: 2918.801514
	Iteration 60F: 3 clusters Score -483269.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -483271.625000 Penalty: 2918.801514
	Iteration 61Q: 3 clusters Score -483271.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -483274.093750 Penalty: 2918.801514
	Iteration 62Q: 3 clusters Score -483274.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -483275.281250 Penalty: 2918.801514
	Iteration 63Q: 3 clusters Score -483275.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -483275.500000 Penalty: 2918.801514
	Iteration 64Q: 3 clusters Score -483275.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -483276.812500 Penalty: 2918.801514
	Iteration 65Q: 3 clusters Score -483276.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -483277.625000 Penalty: 2918.801514
	Iteration 66Q: 3 clusters Score -483277.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -483277.875000 Penalty: 2918.801514
	Iteration 67Q: 3 clusters Score -483277.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -483277.906250 Penalty: 2918.801514
	Iteration 68Q: 3 clusters Score -483277.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -483278.687500 Penalty: 2918.801514
	Iteration 69Q: 3 clusters Score -483278.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -483279.437500 Penalty: 2918.801514
	Iteration 70Q: 3 clusters Score -483279.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -483279.125000 Penalty: 2918.801514
	Iteration 71Q: 3 clusters Score -483279.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -483280.187500 Penalty: 2918.801514
	Iteration 72Q: 3 clusters Score -483280.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -483280.187500 Penalty: 2918.801514
	Iteration 73F: 3 clusters Score -483280.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (76488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76488 members 
Entering Unmasked Estep 
Score: -4805656.000000 Penalty: 1827.294556
	Iteration 0F: 2 clusters Score -4805656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -4754474.500000 Penalty: 3654.589111
	Iteration 0F: 3 clusters Score -4754474 nChanged 36214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -4775088.500000 Penalty: 3654.589111
	Iteration 1F: 3 clusters Score -4775088 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
Score: -4775571.500000 Penalty: 3654.589111
	Iteration 2Q: 3 clusters Score -4775572 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -4776010.500000 Penalty: 3654.589111
	Iteration 3Q: 3 clusters Score -4776010 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -4776540.500000 Penalty: 3654.589111
	Iteration 4Q: 3 clusters Score -4776540 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -4777178.500000 Penalty: 3654.589111
	Iteration 5Q: 3 clusters Score -4777178 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -4777973.000000 Penalty: 3654.589111
	Iteration 6Q: 3 clusters Score -4777973 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 43905 members 
Entering Unmasked Estep 
Score: -4779146.500000 Penalty: 3654.589111
	Iteration 7Q: 3 clusters Score -4779146 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -4780870.500000 Penalty: 3654.589111
	Iteration 8Q: 3 clusters Score -4780870 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 50302 members 
Entering Unmasked Estep 
Score: -4783667.500000 Penalty: 3654.589111
	Iteration 9F: 3 clusters Score -4783668 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 54583 members 
Entering Unmasked Estep 
Score: -4787457.000000 Penalty: 3654.589111
	Iteration 10F: 3 clusters Score -4787457 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 58689 members 
Entering Unmasked Estep 
Score: -4791489.500000 Penalty: 3654.589111
	Iteration 11F: 3 clusters Score -4791490 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 61931 members 
Entering Unmasked Estep 
Score: -4794575.000000 Penalty: 3654.589111
	Iteration 12F: 3 clusters Score -4794575 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 64228 members 
Entering Unmasked Estep 
Score: -4796539.000000 Penalty: 3654.589111
	Iteration 13Q: 3 clusters Score -4796539 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 66027 members 
Entering Unmasked Estep 
Score: -4797831.500000 Penalty: 3654.589111
	Iteration 14Q: 3 clusters Score -4797832 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 67504 members 
Entering Unmasked Estep 
Score: -4798764.000000 Penalty: 3654.589111
	Iteration 15Q: 3 clusters Score -4798764 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 68824 members 
Entering Unmasked Estep 
Score: -4799556.000000 Penalty: 3654.589111
	Iteration 16Q: 3 clusters Score -4799556 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 70049 members 
Entering Unmasked Estep 
Score: -4800270.000000 Penalty: 3654.589111
	Iteration 17Q: 3 clusters Score -4800270 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 71152 members 
Entering Unmasked Estep 
Score: -4800934.500000 Penalty: 3654.589111
	Iteration 18Q: 3 clusters Score -4800934 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 72158 members 
Entering Unmasked Estep 
Score: -4801581.500000 Penalty: 3654.589111
	Iteration 19Q: 3 clusters Score -4801582 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 73033 members 
Entering Unmasked Estep 
Score: -4802139.000000 Penalty: 3654.589111
	Iteration 20F: 3 clusters Score -4802139 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 73764 members 
Entering Unmasked Estep 
Score: -4802655.000000 Penalty: 3654.589111
	Iteration 21Q: 3 clusters Score -4802655 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 74357 members 
Entering Unmasked Estep 
Score: -4803092.500000 Penalty: 3654.589111
	Iteration 22Q: 3 clusters Score -4803092 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 74845 members 
Entering Unmasked Estep 
Score: -4803427.500000 Penalty: 3654.589111
	Iteration 23Q: 3 clusters Score -4803428 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 75159 members 
Entering Unmasked Estep 
Score: -4803673.500000 Penalty: 3654.589111
	Iteration 24Q: 3 clusters Score -4803674 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 75386 members 
Entering Unmasked Estep 
Score: -4803852.500000 Penalty: 3654.589111
	Iteration 25Q: 3 clusters Score -4803852 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 75518 members 
Entering Unmasked Estep 
Score: -4803963.000000 Penalty: 3654.589111
	Iteration 26Q: 3 clusters Score -4803963 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 75613 members 
Entering Unmasked Estep 
Score: -4804040.500000 Penalty: 3654.589111
	Iteration 27Q: 3 clusters Score -4804040 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 75672 members 
Entering Unmasked Estep 
Score: -4804086.000000 Penalty: 3654.589111
	Iteration 28Q: 3 clusters Score -4804086 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 75714 members 
Entering Unmasked Estep 
Score: -4804108.000000 Penalty: 3654.589111
	Iteration 29Q: 3 clusters Score -4804108 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 75737 members 
Entering Unmasked Estep 
Score: -4804130.000000 Penalty: 3654.589111
	Iteration 30Q: 3 clusters Score -4804130 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 75770 members 
Entering Unmasked Estep 
Score: -4804150.500000 Penalty: 3654.589111
	Iteration 31Q: 3 clusters Score -4804150 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 75799 members 
Entering Unmasked Estep 
Score: -4804166.000000 Penalty: 3654.589111
	Iteration 32Q: 3 clusters Score -4804166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 75821 members 
Entering Unmasked Estep 
Score: -4804175.000000 Penalty: 3654.589111
	Iteration 33Q: 3 clusters Score -4804175 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 75845 members 
Entering Unmasked Estep 
Score: -4804192.000000 Penalty: 3654.589111
	Iteration 34Q: 3 clusters Score -4804192 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 75867 members 
Entering Unmasked Estep 
Score: -4804206.500000 Penalty: 3654.589111
	Iteration 35Q: 3 clusters Score -4804206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 75877 members 
Entering Unmasked Estep 
Score: -4804214.000000 Penalty: 3654.589111
	Iteration 36Q: 3 clusters Score -4804214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 75877 members 
Entering Unmasked Estep 
Score: -4804220.500000 Penalty: 3654.589111
	Iteration 37Q: 3 clusters Score -4804220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 75883 members 
Entering Unmasked Estep 
Score: -4804234.000000 Penalty: 3654.589111
	Iteration 38Q: 3 clusters Score -4804234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 75888 members 
Entering Unmasked Estep 
Score: -4804233.500000 Penalty: 3654.589111
	Iteration 39Q: 3 clusters Score -4804234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 75888 members 
Entering Unmasked Estep 
Score: -4804234.000000 Penalty: 3654.589111
	Iteration 40F: 3 clusters Score -4804234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 75889 members 
Entering Unmasked Estep 
Score: -4804235.500000 Penalty: 3654.589111
	Iteration 41Q: 3 clusters Score -4804236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 75891 members 
Entering Unmasked Estep 
Score: -4804245.000000 Penalty: 3654.589111
	Iteration 42Q: 3 clusters Score -4804245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 75893 members 
Entering Unmasked Estep 
Score: -4804244.000000 Penalty: 3654.589111
	Iteration 43Q: 3 clusters Score -4804244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 75893 members 
Entering Unmasked Estep 
Score: -4804244.000000 Penalty: 3654.589111
	Iteration 44F: 3 clusters Score -4804244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Entering Unmasked Estep 
Score: -360132.500000 Penalty: 1408.470093
	Iteration 0F: 2 clusters Score -360132.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -355716.281250 Penalty: 2816.940186
	Iteration 0F: 3 clusters Score -355716.3 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -356995.531250 Penalty: 2816.940186
	Iteration 1F: 3 clusters Score -356995.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -357231.718750 Penalty: 2816.940186
	Iteration 2F: 3 clusters Score -357231.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -357402.093750 Penalty: 2816.940186
	Iteration 3F: 3 clusters Score -357402.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -357540.156250 Penalty: 2816.940186
	Iteration 4Q: 3 clusters Score -357540.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -357665.625000 Penalty: 2816.940186
	Iteration 5Q: 3 clusters Score -357665.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -357807.000000 Penalty: 2816.940186
	Iteration 6Q: 3 clusters Score -357807 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -357949.062500 Penalty: 2816.940186
	Iteration 7Q: 3 clusters Score -357949.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -358097.531250 Penalty: 2816.940186
	Iteration 8Q: 3 clusters Score -358097.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -358263.281250 Penalty: 2816.940186
	Iteration 9Q: 3 clusters Score -358263.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -358420.656250 Penalty: 2816.940186
	Iteration 10Q: 3 clusters Score -358420.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -358543.031250 Penalty: 2816.940186
	Iteration 11Q: 3 clusters Score -358543 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -358627.781250 Penalty: 2816.940186
	Iteration 12Q: 3 clusters Score -358627.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -358703.187500 Penalty: 2816.940186
	Iteration 13Q: 3 clusters Score -358703.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -358753.281250 Penalty: 2816.940186
	Iteration 14Q: 3 clusters Score -358753.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -358784.531250 Penalty: 2816.940186
	Iteration 15Q: 3 clusters Score -358784.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -358812.218750 Penalty: 2816.940186
	Iteration 16Q: 3 clusters Score -358812.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -358833.500000 Penalty: 2816.940186
	Iteration 17Q: 3 clusters Score -358833.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -358846.937500 Penalty: 2816.940186
	Iteration 18Q: 3 clusters Score -358846.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -358869.125000 Penalty: 2816.940186
	Iteration 19Q: 3 clusters Score -358869.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -358889.531250 Penalty: 2816.940186
	Iteration 20F: 3 clusters Score -358889.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -358901.437500 Penalty: 2816.940186
	Iteration 21Q: 3 clusters Score -358901.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -358908.718750 Penalty: 2816.940186
	Iteration 22Q: 3 clusters Score -358908.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -358914.531250 Penalty: 2816.940186
	Iteration 23Q: 3 clusters Score -358914.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -358917.468750 Penalty: 2816.940186
	Iteration 24Q: 3 clusters Score -358917.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -358922.187500 Penalty: 2816.940186
	Iteration 25Q: 3 clusters Score -358922.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -358926.875000 Penalty: 2816.940186
	Iteration 26Q: 3 clusters Score -358926.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -358928.625000 Penalty: 2816.940186
	Iteration 27Q: 3 clusters Score -358928.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -358931.906250 Penalty: 2816.940186
	Iteration 28Q: 3 clusters Score -358931.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -358933.750000 Penalty: 2816.940186
	Iteration 29Q: 3 clusters Score -358933.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -358935.281250 Penalty: 2816.940186
	Iteration 30Q: 3 clusters Score -358935.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -358935.656250 Penalty: 2816.940186
	Iteration 31Q: 3 clusters Score -358935.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -358935.656250 Penalty: 2816.940186
	Iteration 32F: 3 clusters Score -358935.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Entering Unmasked Estep 
Score: -477683.437500 Penalty: 1454.250732
	Iteration 0F: 2 clusters Score -477683.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -471979.500000 Penalty: 2908.501465
	Iteration 0F: 3 clusters Score -471979.5 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -473865.281250 Penalty: 2908.501465
	Iteration 1F: 3 clusters Score -473865.3 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -474449.312500 Penalty: 2908.501465
	Iteration 2F: 3 clusters Score -474449.3 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -475047.718750 Penalty: 2908.501465
	Iteration 3F: 3 clusters Score -475047.7 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -475574.375000 Penalty: 2908.501465
	Iteration 4F: 3 clusters Score -475574.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -476017.468750 Penalty: 2908.501465
	Iteration 5F: 3 clusters Score -476017.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -476391.000000 Penalty: 2908.501465
	Iteration 6F: 3 clusters Score -476391 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -476677.593750 Penalty: 2908.501465
	Iteration 7Q: 3 clusters Score -476677.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -476875.781250 Penalty: 2908.501465
	Iteration 8Q: 3 clusters Score -476875.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -476986.906250 Penalty: 2908.501465
	Iteration 9Q: 3 clusters Score -476986.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -477057.218750 Penalty: 2908.501465
	Iteration 10Q: 3 clusters Score -477057.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -477113.812500 Penalty: 2908.501465
	Iteration 11Q: 3 clusters Score -477113.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -477147.906250 Penalty: 2908.501465
	Iteration 12Q: 3 clusters Score -477147.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -477167.500000 Penalty: 2908.501465
	Iteration 13Q: 3 clusters Score -477167.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -477174.625000 Penalty: 2908.501465
	Iteration 14Q: 3 clusters Score -477174.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -477179.125000 Penalty: 2908.501465
	Iteration 15Q: 3 clusters Score -477179.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -477183.125000 Penalty: 2908.501465
	Iteration 16Q: 3 clusters Score -477183.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -477186.593750 Penalty: 2908.501465
	Iteration 17Q: 3 clusters Score -477186.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -477190.093750 Penalty: 2908.501465
	Iteration 18Q: 3 clusters Score -477190.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -477196.375000 Penalty: 2908.501465
	Iteration 19Q: 3 clusters Score -477196.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -477200.312500 Penalty: 2908.501465
	Iteration 20F: 3 clusters Score -477200.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -477203.156250 Penalty: 2908.501465
	Iteration 21Q: 3 clusters Score -477203.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -477205.187500 Penalty: 2908.501465
	Iteration 22Q: 3 clusters Score -477205.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -477210.250000 Penalty: 2908.501465
	Iteration 23Q: 3 clusters Score -477210.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -477215.843750 Penalty: 2908.501465
	Iteration 24Q: 3 clusters Score -477215.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -477224.000000 Penalty: 2908.501465
	Iteration 25Q: 3 clusters Score -477224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -477229.718750 Penalty: 2908.501465
	Iteration 26Q: 3 clusters Score -477229.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -477234.218750 Penalty: 2908.501465
	Iteration 27Q: 3 clusters Score -477234.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -477237.968750 Penalty: 2908.501465
	Iteration 28Q: 3 clusters Score -477238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -477239.812500 Penalty: 2908.501465
	Iteration 29Q: 3 clusters Score -477239.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -477245.281250 Penalty: 2908.501465
	Iteration 30Q: 3 clusters Score -477245.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -477246.218750 Penalty: 2908.501465
	Iteration 31Q: 3 clusters Score -477246.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -477249.218750 Penalty: 2908.501465
	Iteration 32Q: 3 clusters Score -477249.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -477251.156250 Penalty: 2908.501465
	Iteration 33Q: 3 clusters Score -477251.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -477251.156250 Penalty: 2908.501465
	Iteration 34F: 3 clusters Score -477251.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Entering Unmasked Estep 
Score: -461805.656250 Penalty: 1442.006836
	Iteration 0F: 2 clusters Score -461805.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -456476.406250 Penalty: 2884.013672
	Iteration 0F: 3 clusters Score -456476.4 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -458118.250000 Penalty: 2884.013672
	Iteration 1F: 3 clusters Score -458118.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -458409.687500 Penalty: 2884.013672
	Iteration 2F: 3 clusters Score -458409.7 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -458680.656250 Penalty: 2884.013672
	Iteration 3F: 3 clusters Score -458680.7 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -458937.000000 Penalty: 2884.013672
	Iteration 4F: 3 clusters Score -458937 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -459161.875000 Penalty: 2884.013672
	Iteration 5F: 3 clusters Score -459161.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -459385.593750 Penalty: 2884.013672
	Iteration 6F: 3 clusters Score -459385.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -459629.750000 Penalty: 2884.013672
	Iteration 7Q: 3 clusters Score -459629.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -459857.468750 Penalty: 2884.013672
	Iteration 8Q: 3 clusters Score -459857.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -460024.531250 Penalty: 2884.013672
	Iteration 9Q: 3 clusters Score -460024.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -460151.968750 Penalty: 2884.013672
	Iteration 10Q: 3 clusters Score -460152 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -460232.218750 Penalty: 2884.013672
	Iteration 11Q: 3 clusters Score -460232.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -460283.812500 Penalty: 2884.013672
	Iteration 12Q: 3 clusters Score -460283.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -460324.062500 Penalty: 2884.013672
	Iteration 13Q: 3 clusters Score -460324.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -460362.000000 Penalty: 2884.013672
	Iteration 14Q: 3 clusters Score -460362 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -460394.343750 Penalty: 2884.013672
	Iteration 15Q: 3 clusters Score -460394.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -460420.843750 Penalty: 2884.013672
	Iteration 16Q: 3 clusters Score -460420.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -460443.031250 Penalty: 2884.013672
	Iteration 17Q: 3 clusters Score -460443 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -460464.093750 Penalty: 2884.013672
	Iteration 18Q: 3 clusters Score -460464.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -460478.281250 Penalty: 2884.013672
	Iteration 19Q: 3 clusters Score -460478.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -460489.500000 Penalty: 2884.013672
	Iteration 20F: 3 clusters Score -460489.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -460499.062500 Penalty: 2884.013672
	Iteration 21Q: 3 clusters Score -460499.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -460508.500000 Penalty: 2884.013672
	Iteration 22Q: 3 clusters Score -460508.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -460516.968750 Penalty: 2884.013672
	Iteration 23Q: 3 clusters Score -460517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -460520.312500 Penalty: 2884.013672
	Iteration 24Q: 3 clusters Score -460520.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -460523.250000 Penalty: 2884.013672
	Iteration 25Q: 3 clusters Score -460523.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -460526.187500 Penalty: 2884.013672
	Iteration 26Q: 3 clusters Score -460526.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -460528.687500 Penalty: 2884.013672
	Iteration 27Q: 3 clusters Score -460528.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -460529.125000 Penalty: 2884.013672
	Iteration 28Q: 3 clusters Score -460529.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -460531.312500 Penalty: 2884.013672
	Iteration 29Q: 3 clusters Score -460531.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -460533.218750 Penalty: 2884.013672
	Iteration 30Q: 3 clusters Score -460533.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -460535.656250 Penalty: 2884.013672
	Iteration 31Q: 3 clusters Score -460535.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -460537.812500 Penalty: 2884.013672
	Iteration 32Q: 3 clusters Score -460537.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -460540.125000 Penalty: 2884.013672
	Iteration 33Q: 3 clusters Score -460540.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -460542.500000 Penalty: 2884.013672
	Iteration 34Q: 3 clusters Score -460542.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -460544.437500 Penalty: 2884.013672
	Iteration 35Q: 3 clusters Score -460544.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -460546.968750 Penalty: 2884.013672
	Iteration 36Q: 3 clusters Score -460547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -460548.281250 Penalty: 2884.013672
	Iteration 37Q: 3 clusters Score -460548.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -460550.218750 Penalty: 2884.013672
	Iteration 38Q: 3 clusters Score -460550.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -460552.093750 Penalty: 2884.013672
	Iteration 39Q: 3 clusters Score -460552.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -460555.562500 Penalty: 2884.013672
	Iteration 40F: 3 clusters Score -460555.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -460560.281250 Penalty: 2884.013672
	Iteration 41Q: 3 clusters Score -460560.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -460563.125000 Penalty: 2884.013672
	Iteration 42Q: 3 clusters Score -460563.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -460566.406250 Penalty: 2884.013672
	Iteration 43Q: 3 clusters Score -460566.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -460567.531250 Penalty: 2884.013672
	Iteration 44Q: 3 clusters Score -460567.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -460567.687500 Penalty: 2884.013672
	Iteration 45Q: 3 clusters Score -460567.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -460571.343750 Penalty: 2884.013672
	Iteration 46Q: 3 clusters Score -460571.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -460571.062500 Penalty: 2884.013672
	Iteration 47Q: 3 clusters Score -460571.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -460572.593750 Penalty: 2884.013672
	Iteration 48Q: 3 clusters Score -460572.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -460572.312500 Penalty: 2884.013672
	Iteration 49Q: 3 clusters Score -460572.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -460573.250000 Penalty: 2884.013672
	Iteration 50Q: 3 clusters Score -460573.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -460573.750000 Penalty: 2884.013672
	Iteration 51Q: 3 clusters Score -460573.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -460575.156250 Penalty: 2884.013672
	Iteration 52Q: 3 clusters Score -460575.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -460575.531250 Penalty: 2884.013672
	Iteration 53Q: 3 clusters Score -460575.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -460575.000000 Penalty: 2884.013672
	Iteration 54Q: 3 clusters Score -460575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -460576.437500 Penalty: 2884.013672
	Iteration 55Q: 3 clusters Score -460576.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -460577.000000 Penalty: 2884.013672
	Iteration 56Q: 3 clusters Score -460577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -460577.000000 Penalty: 2884.013672
	Iteration 57F: 3 clusters Score -460577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (484452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484452 members 
Entering Unmasked Estep 
Score: -30683554.000000 Penalty: 2127.250732
	Iteration 0F: 2 clusters Score -3.068355e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242264 members 
Mstep: Class 2 contains 242188 members 
Entering Unmasked Estep 
Score: -30355920.000000 Penalty: 4254.501465
	Iteration 0F: 3 clusters Score -3.035592e+07 nChanged 237393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239347 members 
Mstep: Class 2 contains 245105 members 
Entering Unmasked Estep 
Score: -30499062.000000 Penalty: 4254.501465
	Iteration 1F: 3 clusters Score -3.049906e+07 nChanged 11092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237591 members 
Mstep: Class 2 contains 246861 members 
Entering Unmasked Estep 
Score: -30500826.000000 Penalty: 4254.501465
	Iteration 2Q: 3 clusters Score -3.050083e+07 nChanged 12172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234759 members 
Mstep: Class 2 contains 249693 members 
Entering Unmasked Estep 
Score: -30503446.000000 Penalty: 4254.501465
	Iteration 3Q: 3 clusters Score -3.050345e+07 nChanged 13696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230665 members 
Mstep: Class 2 contains 253787 members 
Entering Unmasked Estep 
Score: -30506820.000000 Penalty: 4254.501465
	Iteration 4Q: 3 clusters Score -3.050682e+07 nChanged 16124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224277 members 
Mstep: Class 2 contains 260175 members 
Entering Unmasked Estep 
Score: -30511542.000000 Penalty: 4254.501465
	Iteration 5Q: 3 clusters Score -3.051154e+07 nChanged 19418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214871 members 
Mstep: Class 2 contains 269581 members 
Entering Unmasked Estep 
Score: -30519284.000000 Penalty: 4254.501465
	Iteration 6Q: 3 clusters Score -3.051928e+07 nChanged 23827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201726 members 
Mstep: Class 2 contains 282726 members 
Entering Unmasked Estep 
Score: -30531858.000000 Penalty: 4254.501465
	Iteration 7Q: 3 clusters Score -3.053186e+07 nChanged 28302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185000 members 
Mstep: Class 2 contains 299452 members 
Entering Unmasked Estep 
Score: -30551804.000000 Penalty: 4254.501465
	Iteration 8F: 3 clusters Score -3.05518e+07 nChanged 30863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166845 members 
Mstep: Class 2 contains 317607 members 
Entering Unmasked Estep 
Score: -30576248.000000 Penalty: 4254.501465
	Iteration 9F: 3 clusters Score -3.057625e+07 nChanged 29174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151237 members 
Mstep: Class 2 contains 333215 members 
Entering Unmasked Estep 
Score: -30598298.000000 Penalty: 4254.501465
	Iteration 10F: 3 clusters Score -3.05983e+07 nChanged 23145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139150 members 
Mstep: Class 2 contains 345302 members 
Entering Unmasked Estep 
Score: -30611210.000000 Penalty: 4254.501465
	Iteration 11Q: 3 clusters Score -3.061121e+07 nChanged 15567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128841 members 
Mstep: Class 2 contains 355611 members 
Entering Unmasked Estep 
Score: -30617360.000000 Penalty: 4254.501465
	Iteration 12Q: 3 clusters Score -3.061736e+07 nChanged 11384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118825 members 
Mstep: Class 2 contains 365627 members 
Entering Unmasked Estep 
Score: -30621696.000000 Penalty: 4254.501465
	Iteration 13Q: 3 clusters Score -3.06217e+07 nChanged 10287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108712 members 
Mstep: Class 2 contains 375740 members 
Entering Unmasked Estep 
Score: -30625600.000000 Penalty: 4254.501465
	Iteration 14Q: 3 clusters Score -3.06256e+07 nChanged 10167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98561 members 
Mstep: Class 2 contains 385891 members 
Entering Unmasked Estep 
Score: -30629438.000000 Penalty: 4254.501465
	Iteration 15Q: 3 clusters Score -3.062944e+07 nChanged 10209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88352 members 
Mstep: Class 2 contains 396100 members 
Entering Unmasked Estep 
Score: -30633570.000000 Penalty: 4254.501465
	Iteration 16Q: 3 clusters Score -3.063357e+07 nChanged 10208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78144 members 
Mstep: Class 2 contains 406308 members 
Entering Unmasked Estep 
Score: -30638100.000000 Penalty: 4254.501465
	Iteration 17Q: 3 clusters Score -3.06381e+07 nChanged 10073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68071 members 
Mstep: Class 2 contains 416381 members 
Entering Unmasked Estep 
Score: -30643078.000000 Penalty: 4254.501465
	Iteration 18Q: 3 clusters Score -3.064308e+07 nChanged 9763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58308 members 
Mstep: Class 2 contains 426144 members 
Entering Unmasked Estep 
Score: -30647920.000000 Penalty: 4254.501465
	Iteration 19Q: 3 clusters Score -3.064792e+07 nChanged 9262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49046 members 
Mstep: Class 2 contains 435406 members 
Entering Unmasked Estep 
Score: -30652680.000000 Penalty: 4254.501465
	Iteration 20F: 3 clusters Score -3.065268e+07 nChanged 8684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 444090 members 
Entering Unmasked Estep 
Score: -30657834.000000 Penalty: 4254.501465
	Iteration 21Q: 3 clusters Score -3.065783e+07 nChanged 7817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 451905 members 
Entering Unmasked Estep 
Score: -30662402.000000 Penalty: 4254.501465
	Iteration 22Q: 3 clusters Score -3.06624e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 458802 members 
Entering Unmasked Estep 
Score: -30666686.000000 Penalty: 4254.501465
	Iteration 23Q: 3 clusters Score -3.066669e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 464631 members 
Entering Unmasked Estep 
Score: -30670666.000000 Penalty: 4254.501465
	Iteration 24Q: 3 clusters Score -3.067067e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 469272 members 
Entering Unmasked Estep 
Score: -30673798.000000 Penalty: 4254.501465
	Iteration 25Q: 3 clusters Score -3.06738e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 472917 members 
Entering Unmasked Estep 
Score: -30676212.000000 Penalty: 4254.501465
	Iteration 26Q: 3 clusters Score -3.067621e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 475654 members 
Entering Unmasked Estep 
Score: -30678028.000000 Penalty: 4254.501465
	Iteration 27Q: 3 clusters Score -3.067803e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 477522 members 
Entering Unmasked Estep 
Score: -30679458.000000 Penalty: 4254.501465
	Iteration 28Q: 3 clusters Score -3.067946e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 478758 members 
Entering Unmasked Estep 
Score: -30680240.000000 Penalty: 4254.501465
	Iteration 29Q: 3 clusters Score -3.068024e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 479591 members 
Entering Unmasked Estep 
Score: -30680866.000000 Penalty: 4254.501465
	Iteration 30Q: 3 clusters Score -3.068087e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 480160 members 
Entering Unmasked Estep 
Score: -30681150.000000 Penalty: 4254.501465
	Iteration 31Q: 3 clusters Score -3.068115e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 480561 members 
Entering Unmasked Estep 
Score: -30681386.000000 Penalty: 4254.501465
	Iteration 32Q: 3 clusters Score -3.068139e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 480878 members 
Entering Unmasked Estep 
Score: -30681480.000000 Penalty: 4254.501465
	Iteration 33Q: 3 clusters Score -3.068148e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 481111 members 
Entering Unmasked Estep 
Score: -30681610.000000 Penalty: 4254.501465
	Iteration 34Q: 3 clusters Score -3.068161e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 481298 members 
Entering Unmasked Estep 
Score: -30681664.000000 Penalty: 4254.501465
	Iteration 35Q: 3 clusters Score -3.068166e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 481474 members 
Entering Unmasked Estep 
Score: -30681658.000000 Penalty: 4254.501465
	Iteration 36Q: 3 clusters Score -3.068166e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 481592 members 
Entering Unmasked Estep 
Score: -30681672.000000 Penalty: 4254.501465
	Iteration 37Q: 3 clusters Score -3.068167e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 481700 members 
Entering Unmasked Estep 
Score: -30681770.000000 Penalty: 4254.501465
	Iteration 38Q: 3 clusters Score -3.068177e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 481783 members 
Entering Unmasked Estep 
Score: -30681830.000000 Penalty: 4254.501465
	Iteration 39Q: 3 clusters Score -3.068183e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 481861 members 
Entering Unmasked Estep 
Score: -30681878.000000 Penalty: 4254.501465
	Iteration 40F: 3 clusters Score -3.068188e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 481918 members 
Entering Unmasked Estep 
Score: -30681874.000000 Penalty: 4254.501465
	Iteration 41Q: 3 clusters Score -3.068187e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 481970 members 
Entering Unmasked Estep 
Score: -30681852.000000 Penalty: 4254.501465
	Iteration 42Q: 3 clusters Score -3.068185e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 482008 members 
Entering Unmasked Estep 
Score: -30681824.000000 Penalty: 4254.501465
	Iteration 43Q: 3 clusters Score -3.068182e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 482034 members 
Entering Unmasked Estep 
Score: -30681814.000000 Penalty: 4254.501465
	Iteration 44Q: 3 clusters Score -3.068181e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 482061 members 
Entering Unmasked Estep 
Score: -30681856.000000 Penalty: 4254.501465
	Iteration 45Q: 3 clusters Score -3.068186e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 482080 members 
Entering Unmasked Estep 
Score: -30681854.000000 Penalty: 4254.501465
	Iteration 46Q: 3 clusters Score -3.068185e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 482099 members 
Entering Unmasked Estep 
Score: -30681842.000000 Penalty: 4254.501465
	Iteration 47Q: 3 clusters Score -3.068184e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 482118 members 
Entering Unmasked Estep 
Score: -30681850.000000 Penalty: 4254.501465
	Iteration 48Q: 3 clusters Score -3.068185e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 482132 members 
Entering Unmasked Estep 
Score: -30681862.000000 Penalty: 4254.501465
	Iteration 49Q: 3 clusters Score -3.068186e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 482141 members 
Entering Unmasked Estep 
Score: -30681842.000000 Penalty: 4254.501465
	Iteration 50Q: 3 clusters Score -3.068184e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 482152 members 
Entering Unmasked Estep 
Score: -30681844.000000 Penalty: 4254.501465
	Iteration 51Q: 3 clusters Score -3.068184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 482156 members 
Entering Unmasked Estep 
Score: -30681856.000000 Penalty: 4254.501465
	Iteration 52Q: 3 clusters Score -3.068186e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 482162 members 
Entering Unmasked Estep 
Score: -30681862.000000 Penalty: 4254.501465
	Iteration 53Q: 3 clusters Score -3.068186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 482160 members 
Entering Unmasked Estep 
Score: -30681874.000000 Penalty: 4254.501465
	Iteration 54Q: 3 clusters Score -3.068187e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 482164 members 
Entering Unmasked Estep 
Score: -30681850.000000 Penalty: 4254.501465
	Iteration 55Q: 3 clusters Score -3.068185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 482163 members 
Entering Unmasked Estep 
Score: -30681854.000000 Penalty: 4254.501465
	Iteration 56Q: 3 clusters Score -3.068185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 482164 members 
Entering Unmasked Estep 
Score: -30681856.000000 Penalty: 4254.501465
	Iteration 57Q: 3 clusters Score -3.068186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 482166 members 
Entering Unmasked Estep 
Score: -30681852.000000 Penalty: 4254.501465
	Iteration 58Q: 3 clusters Score -3.068185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 482169 members 
Entering Unmasked Estep 
Score: -30681840.000000 Penalty: 4254.501465
	Iteration 59Q: 3 clusters Score -3.068184e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 482173 members 
Entering Unmasked Estep 
Score: -30681854.000000 Penalty: 4254.501465
	Iteration 60F: 3 clusters Score -3.068185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 482176 members 
Entering Unmasked Estep 
Score: -30681844.000000 Penalty: 4254.501465
	Iteration 61Q: 3 clusters Score -3.068184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 482179 members 
Entering Unmasked Estep 
Score: -30681846.000000 Penalty: 4254.501465
	Iteration 62Q: 3 clusters Score -3.068185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 482181 members 
Entering Unmasked Estep 
Score: -30681836.000000 Penalty: 4254.501465
	Iteration 63Q: 3 clusters Score -3.068184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 482187 members 
Entering Unmasked Estep 
Score: -30681844.000000 Penalty: 4254.501465
	Iteration 64Q: 3 clusters Score -3.068184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 482193 members 
Entering Unmasked Estep 
Score: -30681844.000000 Penalty: 4254.501465
	Iteration 65Q: 3 clusters Score -3.068184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 482198 members 
Entering Unmasked Estep 
Score: -30681848.000000 Penalty: 4254.501465
	Iteration 66Q: 3 clusters Score -3.068185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 482202 members 
Entering Unmasked Estep 
Score: -30681836.000000 Penalty: 4254.501465
	Iteration 67Q: 3 clusters Score -3.068184e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 482205 members 
Entering Unmasked Estep 
Score: -30681852.000000 Penalty: 4254.501465
	Iteration 68Q: 3 clusters Score -3.068185e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 482207 members 
Entering Unmasked Estep 
Score: -30681868.000000 Penalty: 4254.501465
	Iteration 69Q: 3 clusters Score -3.068187e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 482206 members 
Entering Unmasked Estep 
Score: -30681842.000000 Penalty: 4254.501465
	Iteration 70Q: 3 clusters Score -3.068184e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 482206 members 
Entering Unmasked Estep 
Score: -30681868.000000 Penalty: 4254.501465
	Iteration 71Q: 3 clusters Score -3.068187e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 482208 members 
Entering Unmasked Estep 
Score: -30681862.000000 Penalty: 4254.501465
	Iteration 72Q: 3 clusters Score -3.068186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 482212 members 
Entering Unmasked Estep 
Score: -30681856.000000 Penalty: 4254.501465
	Iteration 73Q: 3 clusters Score -3.068186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 482212 members 
Entering Unmasked Estep 
Score: -30681846.000000 Penalty: 4254.501465
	Iteration 74Q: 3 clusters Score -3.068185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 482212 members 
Entering Unmasked Estep 
Score: -30681832.000000 Penalty: 4254.501465
	Iteration 75Q: 3 clusters Score -3.068183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 482211 members 
Entering Unmasked Estep 
Score: -30681824.000000 Penalty: 4254.501465
	Iteration 76Q: 3 clusters Score -3.068182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 482211 members 
Entering Unmasked Estep 
Score: -30681824.000000 Penalty: 4254.501465
	Iteration 77F: 3 clusters Score -3.068182e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Entering Unmasked Estep 
Score: -238359.625000 Penalty: 1336.426514
	Iteration 0F: 2 clusters Score -238359.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -235174.140625 Penalty: 2672.853027
	Iteration 0F: 3 clusters Score -235174.1 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -235968.453125 Penalty: 2672.853027
	Iteration 1F: 3 clusters Score -235968.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -236103.796875 Penalty: 2672.853027
	Iteration 2F: 3 clusters Score -236103.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -236192.140625 Penalty: 2672.853027
	Iteration 3Q: 3 clusters Score -236192.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -236264.125000 Penalty: 2672.853027
	Iteration 4Q: 3 clusters Score -236264.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -236329.046875 Penalty: 2672.853027
	Iteration 5Q: 3 clusters Score -236329 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -236378.968750 Penalty: 2672.853027
	Iteration 6Q: 3 clusters Score -236379 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -236428.687500 Penalty: 2672.853027
	Iteration 7Q: 3 clusters Score -236428.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -236485.890625 Penalty: 2672.853027
	Iteration 8Q: 3 clusters Score -236485.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -236545.968750 Penalty: 2672.853027
	Iteration 9Q: 3 clusters Score -236546 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -236591.593750 Penalty: 2672.853027
	Iteration 10Q: 3 clusters Score -236591.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -236626.109375 Penalty: 2672.853027
	Iteration 11Q: 3 clusters Score -236626.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -236663.531250 Penalty: 2672.853027
	Iteration 12Q: 3 clusters Score -236663.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -236690.859375 Penalty: 2672.853027
	Iteration 13Q: 3 clusters Score -236690.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -236716.921875 Penalty: 2672.853027
	Iteration 14Q: 3 clusters Score -236716.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -236738.156250 Penalty: 2672.853027
	Iteration 15Q: 3 clusters Score -236738.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -236761.390625 Penalty: 2672.853027
	Iteration 16Q: 3 clusters Score -236761.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -236783.640625 Penalty: 2672.853027
	Iteration 17Q: 3 clusters Score -236783.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -236808.031250 Penalty: 2672.853027
	Iteration 18Q: 3 clusters Score -236808 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -236835.593750 Penalty: 2672.853027
	Iteration 19Q: 3 clusters Score -236835.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -236865.140625 Penalty: 2672.853027
	Iteration 20F: 3 clusters Score -236865.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -236898.531250 Penalty: 2672.853027
	Iteration 21Q: 3 clusters Score -236898.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -236937.609375 Penalty: 2672.853027
	Iteration 22Q: 3 clusters Score -236937.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -236964.984375 Penalty: 2672.853027
	Iteration 23Q: 3 clusters Score -236965 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -236992.703125 Penalty: 2672.853027
	Iteration 24Q: 3 clusters Score -236992.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -237015.500000 Penalty: 2672.853027
	Iteration 25Q: 3 clusters Score -237015.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -237029.468750 Penalty: 2672.853027
	Iteration 26Q: 3 clusters Score -237029.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -237045.015625 Penalty: 2672.853027
	Iteration 27Q: 3 clusters Score -237045 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -237058.890625 Penalty: 2672.853027
	Iteration 28Q: 3 clusters Score -237058.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -237073.953125 Penalty: 2672.853027
	Iteration 29Q: 3 clusters Score -237074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -237083.968750 Penalty: 2672.853027
	Iteration 30Q: 3 clusters Score -237084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -237096.171875 Penalty: 2672.853027
	Iteration 31Q: 3 clusters Score -237096.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -237109.171875 Penalty: 2672.853027
	Iteration 32Q: 3 clusters Score -237109.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -237121.468750 Penalty: 2672.853027
	Iteration 33Q: 3 clusters Score -237121.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -237130.828125 Penalty: 2672.853027
	Iteration 34Q: 3 clusters Score -237130.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -237139.750000 Penalty: 2672.853027
	Iteration 35Q: 3 clusters Score -237139.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -237147.125000 Penalty: 2672.853027
	Iteration 36Q: 3 clusters Score -237147.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -237152.640625 Penalty: 2672.853027
	Iteration 37Q: 3 clusters Score -237152.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -237159.343750 Penalty: 2672.853027
	Iteration 38Q: 3 clusters Score -237159.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -237163.671875 Penalty: 2672.853027
	Iteration 39Q: 3 clusters Score -237163.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -237164.453125 Penalty: 2672.853027
	Iteration 40F: 3 clusters Score -237164.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -237164.687500 Penalty: 2672.853027
	Iteration 41Q: 3 clusters Score -237164.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -237164.687500 Penalty: 2672.853027
	Iteration 42F: 3 clusters Score -237164.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Entering Unmasked Estep 
Score: -95311.671875 Penalty: 1191.722412
	Iteration 0F: 2 clusters Score -95311.67 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 807 members 
Entering Unmasked Estep 
Score: -93508.187500 Penalty: 2383.444824
	Iteration 0F: 3 clusters Score -93508.19 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -93839.390625 Penalty: 2383.444824
	Iteration 1F: 3 clusters Score -93839.39 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -93930.234375 Penalty: 2383.444824
	Iteration 2F: 3 clusters Score -93930.23 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -93994.140625 Penalty: 2383.444824
	Iteration 3F: 3 clusters Score -93994.14 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -94047.023438 Penalty: 2383.444824
	Iteration 4Q: 3 clusters Score -94047.02 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -94092.390625 Penalty: 2383.444824
	Iteration 5Q: 3 clusters Score -94092.39 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -94124.054688 Penalty: 2383.444824
	Iteration 6Q: 3 clusters Score -94124.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -94145.070312 Penalty: 2383.444824
	Iteration 7Q: 3 clusters Score -94145.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -94164.554688 Penalty: 2383.444824
	Iteration 8Q: 3 clusters Score -94164.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -94175.335938 Penalty: 2383.444824
	Iteration 9Q: 3 clusters Score -94175.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -94186.804688 Penalty: 2383.444824
	Iteration 10Q: 3 clusters Score -94186.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -94201.164062 Penalty: 2383.444824
	Iteration 11Q: 3 clusters Score -94201.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -94219.882812 Penalty: 2383.444824
	Iteration 12Q: 3 clusters Score -94219.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -94228.898438 Penalty: 2383.444824
	Iteration 13Q: 3 clusters Score -94228.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -94238.500000 Penalty: 2383.444824
	Iteration 14Q: 3 clusters Score -94238.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -94245.195312 Penalty: 2383.444824
	Iteration 15Q: 3 clusters Score -94245.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -94251.218750 Penalty: 2383.444824
	Iteration 16Q: 3 clusters Score -94251.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -94258.476562 Penalty: 2383.444824
	Iteration 17Q: 3 clusters Score -94258.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -94267.125000 Penalty: 2383.444824
	Iteration 18Q: 3 clusters Score -94267.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -94272.375000 Penalty: 2383.444824
	Iteration 19Q: 3 clusters Score -94272.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -94274.601562 Penalty: 2383.444824
	Iteration 20F: 3 clusters Score -94274.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -94277.882812 Penalty: 2383.444824
	Iteration 21Q: 3 clusters Score -94277.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -94279.203125 Penalty: 2383.444824
	Iteration 22Q: 3 clusters Score -94279.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -94281.007812 Penalty: 2383.444824
	Iteration 23Q: 3 clusters Score -94281.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -94285.210938 Penalty: 2383.444824
	Iteration 24Q: 3 clusters Score -94285.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -94288.054688 Penalty: 2383.444824
	Iteration 25Q: 3 clusters Score -94288.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -94290.210938 Penalty: 2383.444824
	Iteration 26Q: 3 clusters Score -94290.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -94291.914062 Penalty: 2383.444824
	Iteration 27Q: 3 clusters Score -94291.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -94294.414062 Penalty: 2383.444824
	Iteration 28Q: 3 clusters Score -94294.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -94295.476562 Penalty: 2383.444824
	Iteration 29Q: 3 clusters Score -94295.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -94295.476562 Penalty: 2383.444824
	Iteration 30F: 3 clusters Score -94295.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Entering Unmasked Estep 
Score: -533424.812500 Penalty: 1461.431885
	Iteration 0F: 2 clusters Score -533424.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -527538.062500 Penalty: 2922.863770
	Iteration 0F: 3 clusters Score -527538.1 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -529422.125000 Penalty: 2922.863770
	Iteration 1F: 3 clusters Score -529422.1 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -529634.500000 Penalty: 2922.863770
	Iteration 2F: 3 clusters Score -529634.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -529801.125000 Penalty: 2922.863770
	Iteration 3Q: 3 clusters Score -529801.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -529957.500000 Penalty: 2922.863770
	Iteration 4Q: 3 clusters Score -529957.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -530128.875000 Penalty: 2922.863770
	Iteration 5Q: 3 clusters Score -530128.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -530314.187500 Penalty: 2922.863770
	Iteration 6Q: 3 clusters Score -530314.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -530547.562500 Penalty: 2922.863770
	Iteration 7Q: 3 clusters Score -530547.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -530814.562500 Penalty: 2922.863770
	Iteration 8Q: 3 clusters Score -530814.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -531070.812500 Penalty: 2922.863770
	Iteration 9Q: 3 clusters Score -531070.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -531299.125000 Penalty: 2922.863770
	Iteration 10Q: 3 clusters Score -531299.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -531528.562500 Penalty: 2922.863770
	Iteration 11Q: 3 clusters Score -531528.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -531721.812500 Penalty: 2922.863770
	Iteration 12Q: 3 clusters Score -531721.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -531872.250000 Penalty: 2922.863770
	Iteration 13Q: 3 clusters Score -531872.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -531990.312500 Penalty: 2922.863770
	Iteration 14Q: 3 clusters Score -531990.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -532054.437500 Penalty: 2922.863770
	Iteration 15Q: 3 clusters Score -532054.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -532088.750000 Penalty: 2922.863770
	Iteration 16Q: 3 clusters Score -532088.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -532120.750000 Penalty: 2922.863770
	Iteration 17Q: 3 clusters Score -532120.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -532141.687500 Penalty: 2922.863770
	Iteration 18Q: 3 clusters Score -532141.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -532157.687500 Penalty: 2922.863770
	Iteration 19Q: 3 clusters Score -532157.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -532169.812500 Penalty: 2922.863770
	Iteration 20F: 3 clusters Score -532169.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -532176.812500 Penalty: 2922.863770
	Iteration 21Q: 3 clusters Score -532176.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -532185.000000 Penalty: 2922.863770
	Iteration 22Q: 3 clusters Score -532185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -532193.875000 Penalty: 2922.863770
	Iteration 23Q: 3 clusters Score -532193.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -532197.062500 Penalty: 2922.863770
	Iteration 24Q: 3 clusters Score -532197.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -532203.312500 Penalty: 2922.863770
	Iteration 25Q: 3 clusters Score -532203.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -532205.625000 Penalty: 2922.863770
	Iteration 26Q: 3 clusters Score -532205.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -532209.937500 Penalty: 2922.863770
	Iteration 27Q: 3 clusters Score -532209.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -532214.312500 Penalty: 2922.863770
	Iteration 28Q: 3 clusters Score -532214.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -532218.062500 Penalty: 2922.863770
	Iteration 29Q: 3 clusters Score -532218.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -532220.500000 Penalty: 2922.863770
	Iteration 30Q: 3 clusters Score -532220.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -532221.250000 Penalty: 2922.863770
	Iteration 31Q: 3 clusters Score -532221.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -532221.250000 Penalty: 2922.863770
	Iteration 32F: 3 clusters Score -532221.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Entering Unmasked Estep 
Score: -809050.750000 Penalty: 1528.071899
	Iteration 0F: 2 clusters Score -809050.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -800398.125000 Penalty: 3056.143799
	Iteration 0F: 3 clusters Score -800398.1 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -803281.500000 Penalty: 3056.143799
	Iteration 1F: 3 clusters Score -803281.5 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -803527.125000 Penalty: 3056.143799
	Iteration 2F: 3 clusters Score -803527.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -803720.750000 Penalty: 3056.143799
	Iteration 3Q: 3 clusters Score -803720.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -803869.812500 Penalty: 3056.143799
	Iteration 4Q: 3 clusters Score -803869.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -803986.312500 Penalty: 3056.143799
	Iteration 5Q: 3 clusters Score -803986.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -804100.062500 Penalty: 3056.143799
	Iteration 6Q: 3 clusters Score -804100.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -804218.812500 Penalty: 3056.143799
	Iteration 7Q: 3 clusters Score -804218.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -804353.937500 Penalty: 3056.143799
	Iteration 8Q: 3 clusters Score -804353.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -804518.625000 Penalty: 3056.143799
	Iteration 9Q: 3 clusters Score -804518.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -804738.250000 Penalty: 3056.143799
	Iteration 10Q: 3 clusters Score -804738.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -804986.125000 Penalty: 3056.143799
	Iteration 11Q: 3 clusters Score -804986.1 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -805297.875000 Penalty: 3056.143799
	Iteration 12Q: 3 clusters Score -805297.9 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -805659.562500 Penalty: 3056.143799
	Iteration 13Q: 3 clusters Score -805659.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -806010.437500 Penalty: 3056.143799
	Iteration 14Q: 3 clusters Score -806010.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -806317.562500 Penalty: 3056.143799
	Iteration 15Q: 3 clusters Score -806317.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -806551.625000 Penalty: 3056.143799
	Iteration 16Q: 3 clusters Score -806551.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -806719.875000 Penalty: 3056.143799
	Iteration 17Q: 3 clusters Score -806719.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -806852.937500 Penalty: 3056.143799
	Iteration 18Q: 3 clusters Score -806852.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -806937.937500 Penalty: 3056.143799
	Iteration 19Q: 3 clusters Score -806937.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -806991.000000 Penalty: 3056.143799
	Iteration 20F: 3 clusters Score -806991 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -807031.312500 Penalty: 3056.143799
	Iteration 21Q: 3 clusters Score -807031.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -807072.375000 Penalty: 3056.143799
	Iteration 22Q: 3 clusters Score -807072.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -807104.000000 Penalty: 3056.143799
	Iteration 23Q: 3 clusters Score -807104 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -807132.937500 Penalty: 3056.143799
	Iteration 24Q: 3 clusters Score -807132.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -807152.875000 Penalty: 3056.143799
	Iteration 25Q: 3 clusters Score -807152.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -807173.750000 Penalty: 3056.143799
	Iteration 26Q: 3 clusters Score -807173.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -807192.812500 Penalty: 3056.143799
	Iteration 27Q: 3 clusters Score -807192.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -807214.437500 Penalty: 3056.143799
	Iteration 28Q: 3 clusters Score -807214.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -807230.250000 Penalty: 3056.143799
	Iteration 29Q: 3 clusters Score -807230.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -807243.687500 Penalty: 3056.143799
	Iteration 30Q: 3 clusters Score -807243.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -807259.687500 Penalty: 3056.143799
	Iteration 31Q: 3 clusters Score -807259.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -807277.250000 Penalty: 3056.143799
	Iteration 32Q: 3 clusters Score -807277.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -807287.687500 Penalty: 3056.143799
	Iteration 33Q: 3 clusters Score -807287.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -807298.812500 Penalty: 3056.143799
	Iteration 34Q: 3 clusters Score -807298.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -807307.875000 Penalty: 3056.143799
	Iteration 35Q: 3 clusters Score -807307.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -807315.625000 Penalty: 3056.143799
	Iteration 36Q: 3 clusters Score -807315.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -807322.812500 Penalty: 3056.143799
	Iteration 37Q: 3 clusters Score -807322.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -807325.375000 Penalty: 3056.143799
	Iteration 38Q: 3 clusters Score -807325.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -807330.312500 Penalty: 3056.143799
	Iteration 39Q: 3 clusters Score -807330.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -807335.000000 Penalty: 3056.143799
	Iteration 40F: 3 clusters Score -807335 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -807337.875000 Penalty: 3056.143799
	Iteration 41Q: 3 clusters Score -807337.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -807341.500000 Penalty: 3056.143799
	Iteration 42Q: 3 clusters Score -807341.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -807348.187500 Penalty: 3056.143799
	Iteration 43Q: 3 clusters Score -807348.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -807358.062500 Penalty: 3056.143799
	Iteration 44Q: 3 clusters Score -807358.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -807365.500000 Penalty: 3056.143799
	Iteration 45Q: 3 clusters Score -807365.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -807376.125000 Penalty: 3056.143799
	Iteration 46Q: 3 clusters Score -807376.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -807384.312500 Penalty: 3056.143799
	Iteration 47Q: 3 clusters Score -807384.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -807393.687500 Penalty: 3056.143799
	Iteration 48Q: 3 clusters Score -807393.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -807405.375000 Penalty: 3056.143799
	Iteration 49Q: 3 clusters Score -807405.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -807418.187500 Penalty: 3056.143799
	Iteration 50Q: 3 clusters Score -807418.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -807425.875000 Penalty: 3056.143799
	Iteration 51Q: 3 clusters Score -807425.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -807430.687500 Penalty: 3056.143799
	Iteration 52Q: 3 clusters Score -807430.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -807436.625000 Penalty: 3056.143799
	Iteration 53Q: 3 clusters Score -807436.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -807441.062500 Penalty: 3056.143799
	Iteration 54Q: 3 clusters Score -807441.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -807449.187500 Penalty: 3056.143799
	Iteration 55Q: 3 clusters Score -807449.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -807456.750000 Penalty: 3056.143799
	Iteration 56Q: 3 clusters Score -807456.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -807462.187500 Penalty: 3056.143799
	Iteration 57Q: 3 clusters Score -807462.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -807471.375000 Penalty: 3056.143799
	Iteration 58Q: 3 clusters Score -807471.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -807476.937500 Penalty: 3056.143799
	Iteration 59Q: 3 clusters Score -807476.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -807480.125000 Penalty: 3056.143799
	Iteration 60F: 3 clusters Score -807480.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -807485.437500 Penalty: 3056.143799
	Iteration 61Q: 3 clusters Score -807485.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -807488.937500 Penalty: 3056.143799
	Iteration 62Q: 3 clusters Score -807488.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -807496.500000 Penalty: 3056.143799
	Iteration 63Q: 3 clusters Score -807496.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -807501.062500 Penalty: 3056.143799
	Iteration 64Q: 3 clusters Score -807501.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -807501.937500 Penalty: 3056.143799
	Iteration 65Q: 3 clusters Score -807501.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -807506.750000 Penalty: 3056.143799
	Iteration 66Q: 3 clusters Score -807506.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -807510.437500 Penalty: 3056.143799
	Iteration 67Q: 3 clusters Score -807510.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -807513.375000 Penalty: 3056.143799
	Iteration 68Q: 3 clusters Score -807513.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -807515.250000 Penalty: 3056.143799
	Iteration 69Q: 3 clusters Score -807515.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -807514.750000 Penalty: 3056.143799
	Iteration 70Q: 3 clusters Score -807514.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -807515.687500 Penalty: 3056.143799
	Iteration 71Q: 3 clusters Score -807515.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -807516.187500 Penalty: 3056.143799
	Iteration 72Q: 3 clusters Score -807516.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -807518.187500 Penalty: 3056.143799
	Iteration 73Q: 3 clusters Score -807518.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -807517.937500 Penalty: 3056.143799
	Iteration 74Q: 3 clusters Score -807517.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -807520.000000 Penalty: 3056.143799
	Iteration 75Q: 3 clusters Score -807520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -807518.375000 Penalty: 3056.143799
	Iteration 76Q: 3 clusters Score -807518.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -807519.812500 Penalty: 3056.143799
	Iteration 77Q: 3 clusters Score -807519.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -807519.437500 Penalty: 3056.143799
	Iteration 78Q: 3 clusters Score -807519.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -807521.125000 Penalty: 3056.143799
	Iteration 79Q: 3 clusters Score -807521.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -807520.625000 Penalty: 3056.143799
	Iteration 80F: 3 clusters Score -807520.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -807521.562500 Penalty: 3056.143799
	Iteration 81Q: 3 clusters Score -807521.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -807522.250000 Penalty: 3056.143799
	Iteration 82Q: 3 clusters Score -807522.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -807523.687500 Penalty: 3056.143799
	Iteration 83Q: 3 clusters Score -807523.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -807524.437500 Penalty: 3056.143799
	Iteration 84Q: 3 clusters Score -807524.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -807524.812500 Penalty: 3056.143799
	Iteration 85Q: 3 clusters Score -807524.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -807524.812500 Penalty: 3056.143799
	Iteration 86F: 3 clusters Score -807524.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Entering Unmasked Estep 
Score: -510342.718750 Penalty: 1470.881714
	Iteration 0F: 2 clusters Score -510342.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -504133.343750 Penalty: 2941.763428
	Iteration 0F: 3 clusters Score -504133.3 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -506174.468750 Penalty: 2941.763428
	Iteration 1F: 3 clusters Score -506174.5 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -506462.312500 Penalty: 2941.763428
	Iteration 2F: 3 clusters Score -506462.3 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -506686.093750 Penalty: 2941.763428
	Iteration 3F: 3 clusters Score -506686.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -506892.031250 Penalty: 2941.763428
	Iteration 4Q: 3 clusters Score -506892 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -507087.000000 Penalty: 2941.763428
	Iteration 5Q: 3 clusters Score -507087 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -507256.312500 Penalty: 2941.763428
	Iteration 6Q: 3 clusters Score -507256.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -507458.531250 Penalty: 2941.763428
	Iteration 7Q: 3 clusters Score -507458.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -507663.718750 Penalty: 2941.763428
	Iteration 8Q: 3 clusters Score -507663.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -507888.718750 Penalty: 2941.763428
	Iteration 9Q: 3 clusters Score -507888.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -508118.656250 Penalty: 2941.763428
	Iteration 10Q: 3 clusters Score -508118.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -508327.437500 Penalty: 2941.763428
	Iteration 11Q: 3 clusters Score -508327.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -508505.500000 Penalty: 2941.763428
	Iteration 12Q: 3 clusters Score -508505.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -508641.718750 Penalty: 2941.763428
	Iteration 13Q: 3 clusters Score -508641.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -508770.750000 Penalty: 2941.763428
	Iteration 14Q: 3 clusters Score -508770.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -508868.468750 Penalty: 2941.763428
	Iteration 15Q: 3 clusters Score -508868.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -508920.062500 Penalty: 2941.763428
	Iteration 16Q: 3 clusters Score -508920.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -508960.593750 Penalty: 2941.763428
	Iteration 17Q: 3 clusters Score -508960.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -508982.968750 Penalty: 2941.763428
	Iteration 18Q: 3 clusters Score -508983 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -509004.437500 Penalty: 2941.763428
	Iteration 19Q: 3 clusters Score -509004.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -509018.687500 Penalty: 2941.763428
	Iteration 20F: 3 clusters Score -509018.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -509033.343750 Penalty: 2941.763428
	Iteration 21Q: 3 clusters Score -509033.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -509045.937500 Penalty: 2941.763428
	Iteration 22Q: 3 clusters Score -509045.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -509058.843750 Penalty: 2941.763428
	Iteration 23Q: 3 clusters Score -509058.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -509066.843750 Penalty: 2941.763428
	Iteration 24Q: 3 clusters Score -509066.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -509070.281250 Penalty: 2941.763428
	Iteration 25Q: 3 clusters Score -509070.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -509077.156250 Penalty: 2941.763428
	Iteration 26Q: 3 clusters Score -509077.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -509084.843750 Penalty: 2941.763428
	Iteration 27Q: 3 clusters Score -509084.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -509086.500000 Penalty: 2941.763428
	Iteration 28Q: 3 clusters Score -509086.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -509087.281250 Penalty: 2941.763428
	Iteration 29Q: 3 clusters Score -509087.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -509089.406250 Penalty: 2941.763428
	Iteration 30Q: 3 clusters Score -509089.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -509089.406250 Penalty: 2941.763428
	Iteration 31F: 3 clusters Score -509089.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 28183 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 4099 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 484452 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 19 contains 1531 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12131 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200756.000000 Penalty: 37101.382812
Iteration 199Q: 18 clusters Score -4.220076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 28183 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 4100 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 484447 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 19 contains 1530 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12136 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200760.000000 Penalty: 37101.382812
Iteration 200F: 18 clusters Score -4.220076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 28182 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 4100 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 484448 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 19 contains 1530 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12136 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200768.000000 Penalty: 37101.382812
Iteration 201Q: 18 clusters Score -4.220077e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 28181 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 4100 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 484448 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 19 contains 1530 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12137 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200776.000000 Penalty: 37101.382812
Iteration 202Q: 18 clusters Score -4.220078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 28181 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 4100 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 484446 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 19 contains 1530 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12139 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200768.000000 Penalty: 37101.382812
Iteration 203Q: 18 clusters Score -4.220077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 28181 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 4100 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 484443 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 19 contains 1530 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12142 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200756.000000 Penalty: 37101.382812
Iteration 204Q: 18 clusters Score -4.220076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 28181 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 4100 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 484440 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 19 contains 1530 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12145 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200780.000000 Penalty: 37101.382812
Iteration 205Q: 18 clusters Score -4.220078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 28181 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 4100 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 484439 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 19 contains 1530 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12146 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200768.000000 Penalty: 37101.382812
Iteration 206Q: 18 clusters Score -4.220077e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 28181 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 4100 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 484437 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 19 contains 1530 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12148 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200764.000000 Penalty: 37101.382812
Iteration 207Q: 18 clusters Score -4.220076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 28181 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 4100 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 484434 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 19 contains 1530 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12151 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200764.000000 Penalty: 37101.382812
Iteration 208Q: 18 clusters Score -4.220076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 28180 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 4100 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 484430 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 19 contains 1530 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12156 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200764.000000 Penalty: 37101.382812
Iteration 209Q: 18 clusters Score -4.220076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 28180 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 4100 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7142 members 
Mstep: Class 12 contains 484428 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 19 contains 1530 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12159 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200760.000000 Penalty: 37101.382812
Iteration 210Q: 18 clusters Score -4.220076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 28180 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 4100 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7140 members 
Mstep: Class 12 contains 484430 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 19 contains 1529 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12160 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200764.000000 Penalty: 37101.382812
Iteration 211Q: 18 clusters Score -4.220076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 28180 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 4100 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 484431 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 19 contains 1528 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12163 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200736.000000 Penalty: 37101.382812
Iteration 212Q: 18 clusters Score -4.220074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 28180 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 4100 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484432 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 19 contains 1528 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12164 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200736.000000 Penalty: 37101.382812
Iteration 213Q: 18 clusters Score -4.220074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 28180 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 4100 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7134 members 
Mstep: Class 12 contains 484430 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 19 contains 1528 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12167 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200736.000000 Penalty: 37101.382812
Iteration 214Q: 18 clusters Score -4.220074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 28180 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 4101 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7134 members 
Mstep: Class 12 contains 484430 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 19 contains 1528 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12166 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200740.000000 Penalty: 37101.382812
Iteration 215Q: 18 clusters Score -4.220074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 28180 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 4103 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7134 members 
Mstep: Class 12 contains 484429 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 19 contains 1528 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12166 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200744.000000 Penalty: 37101.382812
Iteration 216Q: 18 clusters Score -4.220074e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 28179 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 4105 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484427 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 19 contains 1528 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12167 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200720.000000 Penalty: 37101.382812
Iteration 217Q: 18 clusters Score -4.220072e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 28179 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 4105 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484427 members 
Mstep: Class 16 contains 3731 members 
Mstep: Class 19 contains 1528 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12167 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200720.000000 Penalty: 37101.382812
Iteration 218Q: 18 clusters Score -4.220072e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 28179 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 4105 members 
Mstep: Class 5 contains 5740 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484421 members 
Mstep: Class 16 contains 3731 members 
Mstep: Class 19 contains 1528 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12172 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200724.000000 Penalty: 37101.382812
Iteration 219Q: 18 clusters Score -4.220072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 28179 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 4104 members 
Mstep: Class 5 contains 5741 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484419 members 
Mstep: Class 16 contains 3731 members 
Mstep: Class 19 contains 1528 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12174 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200724.000000 Penalty: 37101.382812
Iteration 220F: 18 clusters Score -4.220072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 28178 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 4102 members 
Mstep: Class 5 contains 5742 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484421 members 
Mstep: Class 16 contains 3731 members 
Mstep: Class 19 contains 1528 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12174 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200700.000000 Penalty: 37101.382812
Iteration 221Q: 18 clusters Score -4.22007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 28177 members 
Mstep: Class 3 contains 10796 members 
Mstep: Class 4 contains 4098 members 
Mstep: Class 5 contains 5743 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5812 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484422 members 
Mstep: Class 16 contains 3732 members 
Mstep: Class 19 contains 1528 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 12174 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200700.000000 Penalty: 37101.382812
Iteration 222Q: 18 clusters Score -4.22007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 28176 members 
Mstep: Class 3 contains 10797 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 5742 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 76489 members 
Mstep: Class 9 contains 5813 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484422 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 19 contains 1528 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12173 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200716.000000 Penalty: 37101.382812
Iteration 223Q: 18 clusters Score -4.220072e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10796 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 5742 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 76490 members 
Mstep: Class 9 contains 5813 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484423 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 19 contains 1528 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12173 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200728.000000 Penalty: 37101.382812
Iteration 224Q: 18 clusters Score -4.220073e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10796 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 5742 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 76490 members 
Mstep: Class 9 contains 5814 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484422 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 19 contains 1528 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12174 members 
Mstep: Class 22 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200720.000000 Penalty: 37101.382812
Iteration 225Q: 18 clusters Score -4.220072e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10796 members 
Mstep: Class 4 contains 4092 members 
Mstep: Class 5 contains 5742 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7949 members 
Mstep: Class 8 contains 76490 members 
Mstep: Class 9 contains 5817 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484420 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 19 contains 1528 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12175 members 
Mstep: Class 22 contains 8531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200688.000000 Penalty: 37101.382812
Iteration 226Q: 18 clusters Score -4.220069e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10796 members 
Mstep: Class 4 contains 4090 members 
Mstep: Class 5 contains 5742 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7949 members 
Mstep: Class 8 contains 76491 members 
Mstep: Class 9 contains 5819 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484419 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 19 contains 1528 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12176 members 
Mstep: Class 22 contains 8529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200700.000000 Penalty: 37101.382812
Iteration 227Q: 18 clusters Score -4.22007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 4090 members 
Mstep: Class 5 contains 5742 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7948 members 
Mstep: Class 8 contains 76491 members 
Mstep: Class 9 contains 5821 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484419 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12176 members 
Mstep: Class 22 contains 8529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200708.000000 Penalty: 37101.382812
Iteration 228Q: 18 clusters Score -4.220071e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10792 members 
Mstep: Class 4 contains 4090 members 
Mstep: Class 5 contains 5741 members 
Mstep: Class 6 contains 1689 members 
Mstep: Class 7 contains 7948 members 
Mstep: Class 8 contains 76491 members 
Mstep: Class 9 contains 5824 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484421 members 
Mstep: Class 16 contains 3732 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12176 members 
Mstep: Class 22 contains 8530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200724.000000 Penalty: 37101.382812
Iteration 229Q: 18 clusters Score -4.220072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10791 members 
Mstep: Class 4 contains 4087 members 
Mstep: Class 5 contains 5741 members 
Mstep: Class 6 contains 1689 members 
Mstep: Class 7 contains 7948 members 
Mstep: Class 8 contains 76492 members 
Mstep: Class 9 contains 5826 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484422 members 
Mstep: Class 16 contains 3732 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12176 members 
Mstep: Class 22 contains 8530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200732.000000 Penalty: 37101.382812
Iteration 230Q: 18 clusters Score -4.220073e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10788 members 
Mstep: Class 4 contains 4083 members 
Mstep: Class 5 contains 5742 members 
Mstep: Class 6 contains 1689 members 
Mstep: Class 7 contains 7948 members 
Mstep: Class 8 contains 76491 members 
Mstep: Class 9 contains 5830 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484424 members 
Mstep: Class 16 contains 3732 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12177 members 
Mstep: Class 22 contains 8530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200692.000000 Penalty: 37101.382812
Iteration 231Q: 18 clusters Score -4.220069e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10783 members 
Mstep: Class 4 contains 4081 members 
Mstep: Class 5 contains 5742 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7947 members 
Mstep: Class 8 contains 76491 members 
Mstep: Class 9 contains 5834 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484427 members 
Mstep: Class 16 contains 3732 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12178 members 
Mstep: Class 22 contains 8529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200704.000000 Penalty: 37101.382812
Iteration 232Q: 18 clusters Score -4.22007e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10782 members 
Mstep: Class 4 contains 4079 members 
Mstep: Class 5 contains 5742 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7947 members 
Mstep: Class 8 contains 76490 members 
Mstep: Class 9 contains 5837 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484428 members 
Mstep: Class 16 contains 3732 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12180 members 
Mstep: Class 22 contains 8527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200724.000000 Penalty: 37101.382812
Iteration 233Q: 18 clusters Score -4.220072e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10783 members 
Mstep: Class 4 contains 4076 members 
Mstep: Class 5 contains 5743 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7947 members 
Mstep: Class 8 contains 76490 members 
Mstep: Class 9 contains 5838 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484428 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12182 members 
Mstep: Class 22 contains 8525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200748.000000 Penalty: 37101.382812
Iteration 234Q: 18 clusters Score -4.220075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10784 members 
Mstep: Class 4 contains 4074 members 
Mstep: Class 5 contains 5743 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 7947 members 
Mstep: Class 8 contains 76491 members 
Mstep: Class 9 contains 5838 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484426 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 8525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200768.000000 Penalty: 37101.382812
Iteration 235Q: 18 clusters Score -4.220077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10786 members 
Mstep: Class 4 contains 4072 members 
Mstep: Class 5 contains 5743 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 7947 members 
Mstep: Class 8 contains 76491 members 
Mstep: Class 9 contains 5839 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484425 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 8524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200764.000000 Penalty: 37101.382812
Iteration 236Q: 18 clusters Score -4.220076e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10788 members 
Mstep: Class 4 contains 4072 members 
Mstep: Class 5 contains 5744 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 7945 members 
Mstep: Class 8 contains 76489 members 
Mstep: Class 9 contains 5841 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484424 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 8524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200780.000000 Penalty: 37101.382812
Iteration 237Q: 18 clusters Score -4.220078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10788 members 
Mstep: Class 4 contains 4072 members 
Mstep: Class 5 contains 5745 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 7944 members 
Mstep: Class 8 contains 76489 members 
Mstep: Class 9 contains 5843 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484423 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 8523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200796.000000 Penalty: 37101.382812
Iteration 238Q: 18 clusters Score -4.22008e+07 nChanged 6
Entering ConstructFrom: 
Score: -42200796.000000 Penalty: 37101.382812
Entering ConstructFrom: 
Trying to split cluster 1 (6323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Entering Unmasked Estep 
Score: -400029.343750 Penalty: 1422.191772
	Iteration 0F: 2 clusters Score -400029.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -395250.250000 Penalty: 2844.383545
	Iteration 0F: 3 clusters Score -395250.2 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -396775.250000 Penalty: 2844.383545
	Iteration 1F: 3 clusters Score -396775.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -397061.281250 Penalty: 2844.383545
	Iteration 2F: 3 clusters Score -397061.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -397279.093750 Penalty: 2844.383545
	Iteration 3F: 3 clusters Score -397279.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -397453.656250 Penalty: 2844.383545
	Iteration 4Q: 3 clusters Score -397453.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -397610.156250 Penalty: 2844.383545
	Iteration 5Q: 3 clusters Score -397610.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -397746.312500 Penalty: 2844.383545
	Iteration 6Q: 3 clusters Score -397746.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -397872.187500 Penalty: 2844.383545
	Iteration 7Q: 3 clusters Score -397872.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -398008.218750 Penalty: 2844.383545
	Iteration 8Q: 3 clusters Score -398008.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -398169.843750 Penalty: 2844.383545
	Iteration 9Q: 3 clusters Score -398169.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -398304.031250 Penalty: 2844.383545
	Iteration 10Q: 3 clusters Score -398304 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -398429.937500 Penalty: 2844.383545
	Iteration 11Q: 3 clusters Score -398429.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -398527.843750 Penalty: 2844.383545
	Iteration 12Q: 3 clusters Score -398527.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -398620.656250 Penalty: 2844.383545
	Iteration 13Q: 3 clusters Score -398620.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -398684.156250 Penalty: 2844.383545
	Iteration 14Q: 3 clusters Score -398684.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -398728.125000 Penalty: 2844.383545
	Iteration 15Q: 3 clusters Score -398728.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -398766.000000 Penalty: 2844.383545
	Iteration 16Q: 3 clusters Score -398766 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -398793.281250 Penalty: 2844.383545
	Iteration 17Q: 3 clusters Score -398793.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -398819.968750 Penalty: 2844.383545
	Iteration 18Q: 3 clusters Score -398820 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -398840.875000 Penalty: 2844.383545
	Iteration 19Q: 3 clusters Score -398840.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -398861.437500 Penalty: 2844.383545
	Iteration 20F: 3 clusters Score -398861.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -398880.562500 Penalty: 2844.383545
	Iteration 21Q: 3 clusters Score -398880.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -398893.843750 Penalty: 2844.383545
	Iteration 22Q: 3 clusters Score -398893.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -398903.968750 Penalty: 2844.383545
	Iteration 23Q: 3 clusters Score -398904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -398911.281250 Penalty: 2844.383545
	Iteration 24Q: 3 clusters Score -398911.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -398917.750000 Penalty: 2844.383545
	Iteration 25Q: 3 clusters Score -398917.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -398925.625000 Penalty: 2844.383545
	Iteration 26Q: 3 clusters Score -398925.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -398933.781250 Penalty: 2844.383545
	Iteration 27Q: 3 clusters Score -398933.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -398940.656250 Penalty: 2844.383545
	Iteration 28Q: 3 clusters Score -398940.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -398946.156250 Penalty: 2844.383545
	Iteration 29Q: 3 clusters Score -398946.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -398956.187500 Penalty: 2844.383545
	Iteration 30Q: 3 clusters Score -398956.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -398964.625000 Penalty: 2844.383545
	Iteration 31Q: 3 clusters Score -398964.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -398970.812500 Penalty: 2844.383545
	Iteration 32Q: 3 clusters Score -398970.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -398976.000000 Penalty: 2844.383545
	Iteration 33Q: 3 clusters Score -398976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -398978.687500 Penalty: 2844.383545
	Iteration 34Q: 3 clusters Score -398978.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -398980.562500 Penalty: 2844.383545
	Iteration 35Q: 3 clusters Score -398980.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -398982.312500 Penalty: 2844.383545
	Iteration 36Q: 3 clusters Score -398982.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -398985.031250 Penalty: 2844.383545
	Iteration 37Q: 3 clusters Score -398985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -398984.656250 Penalty: 2844.383545
	Iteration 38Q: 3 clusters Score -398984.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -398985.593750 Penalty: 2844.383545
	Iteration 39Q: 3 clusters Score -398985.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -398987.312500 Penalty: 2844.383545
	Iteration 40F: 3 clusters Score -398987.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -398989.437500 Penalty: 2844.383545
	Iteration 41Q: 3 clusters Score -398989.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -398990.906250 Penalty: 2844.383545
	Iteration 42Q: 3 clusters Score -398990.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -398991.312500 Penalty: 2844.383545
	Iteration 43Q: 3 clusters Score -398991.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -398991.875000 Penalty: 2844.383545
	Iteration 44Q: 3 clusters Score -398991.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -398992.750000 Penalty: 2844.383545
	Iteration 45Q: 3 clusters Score -398992.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -398994.156250 Penalty: 2844.383545
	Iteration 46Q: 3 clusters Score -398994.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -398994.531250 Penalty: 2844.383545
	Iteration 47Q: 3 clusters Score -398994.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -398995.187500 Penalty: 2844.383545
	Iteration 48Q: 3 clusters Score -398995.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -398996.593750 Penalty: 2844.383545
	Iteration 49Q: 3 clusters Score -398996.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -398996.906250 Penalty: 2844.383545
	Iteration 50Q: 3 clusters Score -398996.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -398996.531250 Penalty: 2844.383545
	Iteration 51Q: 3 clusters Score -398996.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -398998.875000 Penalty: 2844.383545
	Iteration 52Q: 3 clusters Score -398998.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -398998.312500 Penalty: 2844.383545
	Iteration 53Q: 3 clusters Score -398998.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -398998.562500 Penalty: 2844.383545
	Iteration 54Q: 3 clusters Score -398998.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -398998.562500 Penalty: 2844.383545
	Iteration 55F: 3 clusters Score -398998.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Entering Unmasked Estep 
Score: -1830108.125000 Penalty: 1665.005859
	Iteration 0F: 2 clusters Score -1830108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1811126.125000 Penalty: 3330.011719
	Iteration 0F: 3 clusters Score -1811126 nChanged 12772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1818263.000000 Penalty: 3330.011719
	Iteration 1F: 3 clusters Score -1818263 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -1818738.000000 Penalty: 3330.011719
	Iteration 2Q: 3 clusters Score -1818738 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1819319.500000 Penalty: 3330.011719
	Iteration 3Q: 3 clusters Score -1819320 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1820142.875000 Penalty: 3330.011719
	Iteration 4F: 3 clusters Score -1820143 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1821225.375000 Penalty: 3330.011719
	Iteration 5F: 3 clusters Score -1821225 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1822666.125000 Penalty: 3330.011719
	Iteration 6F: 3 clusters Score -1822666 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1824165.000000 Penalty: 3330.011719
	Iteration 7F: 3 clusters Score -1824165 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1825347.750000 Penalty: 3330.011719
	Iteration 8F: 3 clusters Score -1825348 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1826076.375000 Penalty: 3330.011719
	Iteration 9Q: 3 clusters Score -1826076 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1826511.375000 Penalty: 3330.011719
	Iteration 10Q: 3 clusters Score -1826511 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1826808.625000 Penalty: 3330.011719
	Iteration 11Q: 3 clusters Score -1826809 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1827063.875000 Penalty: 3330.011719
	Iteration 12Q: 3 clusters Score -1827064 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1827337.875000 Penalty: 3330.011719
	Iteration 13Q: 3 clusters Score -1827338 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1827550.125000 Penalty: 3330.011719
	Iteration 14Q: 3 clusters Score -1827550 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1827730.250000 Penalty: 3330.011719
	Iteration 15Q: 3 clusters Score -1827730 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1827910.125000 Penalty: 3330.011719
	Iteration 16Q: 3 clusters Score -1827910 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1828058.500000 Penalty: 3330.011719
	Iteration 17Q: 3 clusters Score -1828058 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1828179.375000 Penalty: 3330.011719
	Iteration 18Q: 3 clusters Score -1828179 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1828268.125000 Penalty: 3330.011719
	Iteration 19Q: 3 clusters Score -1828268 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1828320.750000 Penalty: 3330.011719
	Iteration 20F: 3 clusters Score -1828321 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1828363.375000 Penalty: 3330.011719
	Iteration 21Q: 3 clusters Score -1828363 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1828399.000000 Penalty: 3330.011719
	Iteration 22Q: 3 clusters Score -1828399 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1828429.500000 Penalty: 3330.011719
	Iteration 23Q: 3 clusters Score -1828430 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1828456.125000 Penalty: 3330.011719
	Iteration 24Q: 3 clusters Score -1828456 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1828491.750000 Penalty: 3330.011719
	Iteration 25Q: 3 clusters Score -1828492 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1828529.375000 Penalty: 3330.011719
	Iteration 26Q: 3 clusters Score -1828529 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1828559.750000 Penalty: 3330.011719
	Iteration 27Q: 3 clusters Score -1828560 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1828577.125000 Penalty: 3330.011719
	Iteration 28Q: 3 clusters Score -1828577 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1828607.250000 Penalty: 3330.011719
	Iteration 29Q: 3 clusters Score -1828607 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1828618.500000 Penalty: 3330.011719
	Iteration 30Q: 3 clusters Score -1828618 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1828632.875000 Penalty: 3330.011719
	Iteration 31Q: 3 clusters Score -1828633 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1828643.875000 Penalty: 3330.011719
	Iteration 32Q: 3 clusters Score -1828644 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1828654.250000 Penalty: 3330.011719
	Iteration 33Q: 3 clusters Score -1828654 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1828658.875000 Penalty: 3330.011719
	Iteration 34Q: 3 clusters Score -1828659 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1828670.000000 Penalty: 3330.011719
	Iteration 35Q: 3 clusters Score -1828670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1828676.250000 Penalty: 3330.011719
	Iteration 36Q: 3 clusters Score -1828676 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1828678.250000 Penalty: 3330.011719
	Iteration 37Q: 3 clusters Score -1828678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1828685.625000 Penalty: 3330.011719
	Iteration 38Q: 3 clusters Score -1828686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1828691.000000 Penalty: 3330.011719
	Iteration 39Q: 3 clusters Score -1828691 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1828695.000000 Penalty: 3330.011719
	Iteration 40F: 3 clusters Score -1828695 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1828697.125000 Penalty: 3330.011719
	Iteration 41Q: 3 clusters Score -1828697 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1828701.500000 Penalty: 3330.011719
	Iteration 42Q: 3 clusters Score -1828702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1828704.875000 Penalty: 3330.011719
	Iteration 43Q: 3 clusters Score -1828705 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1828708.250000 Penalty: 3330.011719
	Iteration 44Q: 3 clusters Score -1828708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1828714.750000 Penalty: 3330.011719
	Iteration 45Q: 3 clusters Score -1828715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1828721.250000 Penalty: 3330.011719
	Iteration 46Q: 3 clusters Score -1828721 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1828727.375000 Penalty: 3330.011719
	Iteration 47Q: 3 clusters Score -1828727 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1828733.375000 Penalty: 3330.011719
	Iteration 48Q: 3 clusters Score -1828733 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1828735.500000 Penalty: 3330.011719
	Iteration 49Q: 3 clusters Score -1828736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1828742.625000 Penalty: 3330.011719
	Iteration 50Q: 3 clusters Score -1828743 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1828755.125000 Penalty: 3330.011719
	Iteration 51Q: 3 clusters Score -1828755 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1828759.875000 Penalty: 3330.011719
	Iteration 52Q: 3 clusters Score -1828760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1828767.875000 Penalty: 3330.011719
	Iteration 53Q: 3 clusters Score -1828768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1828769.750000 Penalty: 3330.011719
	Iteration 54Q: 3 clusters Score -1828770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1828773.625000 Penalty: 3330.011719
	Iteration 55Q: 3 clusters Score -1828774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1828774.625000 Penalty: 3330.011719
	Iteration 56Q: 3 clusters Score -1828775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1828777.500000 Penalty: 3330.011719
	Iteration 57Q: 3 clusters Score -1828778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1828783.000000 Penalty: 3330.011719
	Iteration 58Q: 3 clusters Score -1828783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1828787.500000 Penalty: 3330.011719
	Iteration 59Q: 3 clusters Score -1828788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1828790.250000 Penalty: 3330.011719
	Iteration 60F: 3 clusters Score -1828790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1828794.000000 Penalty: 3330.011719
	Iteration 61Q: 3 clusters Score -1828794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1828798.875000 Penalty: 3330.011719
	Iteration 62Q: 3 clusters Score -1828799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1828797.250000 Penalty: 3330.011719
	Iteration 63Q: 3 clusters Score -1828797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1828796.625000 Penalty: 3330.011719
	Iteration 64Q: 3 clusters Score -1828797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1828798.125000 Penalty: 3330.011719
	Iteration 65Q: 3 clusters Score -1828798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1828801.875000 Penalty: 3330.011719
	Iteration 66Q: 3 clusters Score -1828802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1828803.500000 Penalty: 3330.011719
	Iteration 67Q: 3 clusters Score -1828804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1828803.250000 Penalty: 3330.011719
	Iteration 68Q: 3 clusters Score -1828803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1828801.500000 Penalty: 3330.011719
	Iteration 69Q: 3 clusters Score -1828802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1828801.500000 Penalty: 3330.011719
	Iteration 70F: 3 clusters Score -1828802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Entering Unmasked Estep 
Score: -697205.500000 Penalty: 1508.990723
	Iteration 0F: 2 clusters Score -697205.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -689447.687500 Penalty: 3017.981445
	Iteration 0F: 3 clusters Score -689447.7 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -691949.437500 Penalty: 3017.981445
	Iteration 1F: 3 clusters Score -691949.4 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -692162.312500 Penalty: 3017.981445
	Iteration 2F: 3 clusters Score -692162.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -692342.375000 Penalty: 3017.981445
	Iteration 3Q: 3 clusters Score -692342.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -692481.937500 Penalty: 3017.981445
	Iteration 4Q: 3 clusters Score -692481.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -692614.187500 Penalty: 3017.981445
	Iteration 5Q: 3 clusters Score -692614.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -692752.625000 Penalty: 3017.981445
	Iteration 6Q: 3 clusters Score -692752.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -692899.125000 Penalty: 3017.981445
	Iteration 7Q: 3 clusters Score -692899.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -693068.625000 Penalty: 3017.981445
	Iteration 8Q: 3 clusters Score -693068.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -693279.375000 Penalty: 3017.981445
	Iteration 9Q: 3 clusters Score -693279.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -693529.312500 Penalty: 3017.981445
	Iteration 10Q: 3 clusters Score -693529.3 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -693816.062500 Penalty: 3017.981445
	Iteration 11Q: 3 clusters Score -693816.1 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -694156.125000 Penalty: 3017.981445
	Iteration 12Q: 3 clusters Score -694156.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -694482.625000 Penalty: 3017.981445
	Iteration 13Q: 3 clusters Score -694482.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -694831.750000 Penalty: 3017.981445
	Iteration 14Q: 3 clusters Score -694831.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -695108.437500 Penalty: 3017.981445
	Iteration 15Q: 3 clusters Score -695108.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -695344.937500 Penalty: 3017.981445
	Iteration 16Q: 3 clusters Score -695344.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -695520.187500 Penalty: 3017.981445
	Iteration 17Q: 3 clusters Score -695520.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -695629.750000 Penalty: 3017.981445
	Iteration 18Q: 3 clusters Score -695629.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -695708.062500 Penalty: 3017.981445
	Iteration 19Q: 3 clusters Score -695708.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -695757.062500 Penalty: 3017.981445
	Iteration 20F: 3 clusters Score -695757.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -695790.000000 Penalty: 3017.981445
	Iteration 21Q: 3 clusters Score -695790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -695802.625000 Penalty: 3017.981445
	Iteration 22Q: 3 clusters Score -695802.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -695820.437500 Penalty: 3017.981445
	Iteration 23Q: 3 clusters Score -695820.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -695841.812500 Penalty: 3017.981445
	Iteration 24Q: 3 clusters Score -695841.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -695854.500000 Penalty: 3017.981445
	Iteration 25Q: 3 clusters Score -695854.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -695871.000000 Penalty: 3017.981445
	Iteration 26Q: 3 clusters Score -695871 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -695894.125000 Penalty: 3017.981445
	Iteration 27Q: 3 clusters Score -695894.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -695915.062500 Penalty: 3017.981445
	Iteration 28Q: 3 clusters Score -695915.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -695932.437500 Penalty: 3017.981445
	Iteration 29Q: 3 clusters Score -695932.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -695939.250000 Penalty: 3017.981445
	Iteration 30Q: 3 clusters Score -695939.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -695945.500000 Penalty: 3017.981445
	Iteration 31Q: 3 clusters Score -695945.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -695950.250000 Penalty: 3017.981445
	Iteration 32Q: 3 clusters Score -695950.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -695956.312500 Penalty: 3017.981445
	Iteration 33Q: 3 clusters Score -695956.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -695959.437500 Penalty: 3017.981445
	Iteration 34Q: 3 clusters Score -695959.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -695960.937500 Penalty: 3017.981445
	Iteration 35Q: 3 clusters Score -695960.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -695960.937500 Penalty: 3017.981445
	Iteration 36F: 3 clusters Score -695960.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -254772.359375 Penalty: 1350.682129
	Iteration 0F: 2 clusters Score -254772.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -251361.515625 Penalty: 2701.364258
	Iteration 0F: 3 clusters Score -251361.5 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -252236.671875 Penalty: 2701.364258
	Iteration 1F: 3 clusters Score -252236.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -252437.312500 Penalty: 2701.364258
	Iteration 2F: 3 clusters Score -252437.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -252601.718750 Penalty: 2701.364258
	Iteration 3F: 3 clusters Score -252601.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -252703.203125 Penalty: 2701.364258
	Iteration 4Q: 3 clusters Score -252703.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -252782.406250 Penalty: 2701.364258
	Iteration 5Q: 3 clusters Score -252782.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -252850.281250 Penalty: 2701.364258
	Iteration 6Q: 3 clusters Score -252850.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -252903.625000 Penalty: 2701.364258
	Iteration 7Q: 3 clusters Score -252903.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -252960.234375 Penalty: 2701.364258
	Iteration 8Q: 3 clusters Score -252960.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -253024.687500 Penalty: 2701.364258
	Iteration 9Q: 3 clusters Score -253024.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -253092.484375 Penalty: 2701.364258
	Iteration 10Q: 3 clusters Score -253092.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -253146.015625 Penalty: 2701.364258
	Iteration 11Q: 3 clusters Score -253146 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -253198.765625 Penalty: 2701.364258
	Iteration 12Q: 3 clusters Score -253198.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -253228.328125 Penalty: 2701.364258
	Iteration 13Q: 3 clusters Score -253228.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -253252.171875 Penalty: 2701.364258
	Iteration 14Q: 3 clusters Score -253252.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -253275.546875 Penalty: 2701.364258
	Iteration 15Q: 3 clusters Score -253275.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -253287.828125 Penalty: 2701.364258
	Iteration 16Q: 3 clusters Score -253287.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -253299.515625 Penalty: 2701.364258
	Iteration 17Q: 3 clusters Score -253299.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -253319.093750 Penalty: 2701.364258
	Iteration 18Q: 3 clusters Score -253319.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -253333.625000 Penalty: 2701.364258
	Iteration 19Q: 3 clusters Score -253333.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -253344.562500 Penalty: 2701.364258
	Iteration 20F: 3 clusters Score -253344.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -253351.984375 Penalty: 2701.364258
	Iteration 21Q: 3 clusters Score -253352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -253360.046875 Penalty: 2701.364258
	Iteration 22Q: 3 clusters Score -253360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -253367.593750 Penalty: 2701.364258
	Iteration 23Q: 3 clusters Score -253367.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -253374.609375 Penalty: 2701.364258
	Iteration 24Q: 3 clusters Score -253374.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -253383.781250 Penalty: 2701.364258
	Iteration 25Q: 3 clusters Score -253383.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -253392.687500 Penalty: 2701.364258
	Iteration 26Q: 3 clusters Score -253392.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -253399.109375 Penalty: 2701.364258
	Iteration 27Q: 3 clusters Score -253399.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -253404.250000 Penalty: 2701.364258
	Iteration 28Q: 3 clusters Score -253404.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -253411.656250 Penalty: 2701.364258
	Iteration 29Q: 3 clusters Score -253411.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -253416.812500 Penalty: 2701.364258
	Iteration 30Q: 3 clusters Score -253416.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -253422.703125 Penalty: 2701.364258
	Iteration 31Q: 3 clusters Score -253422.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -253428.531250 Penalty: 2701.364258
	Iteration 32Q: 3 clusters Score -253428.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -253435.359375 Penalty: 2701.364258
	Iteration 33Q: 3 clusters Score -253435.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -253441.000000 Penalty: 2701.364258
	Iteration 34Q: 3 clusters Score -253441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -253448.593750 Penalty: 2701.364258
	Iteration 35Q: 3 clusters Score -253448.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -253454.031250 Penalty: 2701.364258
	Iteration 36Q: 3 clusters Score -253454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -253457.953125 Penalty: 2701.364258
	Iteration 37Q: 3 clusters Score -253458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -253462.437500 Penalty: 2701.364258
	Iteration 38Q: 3 clusters Score -253462.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -253469.843750 Penalty: 2701.364258
	Iteration 39Q: 3 clusters Score -253469.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -253473.531250 Penalty: 2701.364258
	Iteration 40F: 3 clusters Score -253473.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -253478.625000 Penalty: 2701.364258
	Iteration 41Q: 3 clusters Score -253478.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -253480.828125 Penalty: 2701.364258
	Iteration 42Q: 3 clusters Score -253480.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -253482.000000 Penalty: 2701.364258
	Iteration 43Q: 3 clusters Score -253482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -253483.968750 Penalty: 2701.364258
	Iteration 44Q: 3 clusters Score -253484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -253485.281250 Penalty: 2701.364258
	Iteration 45Q: 3 clusters Score -253485.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -253488.984375 Penalty: 2701.364258
	Iteration 46Q: 3 clusters Score -253489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -253490.250000 Penalty: 2701.364258
	Iteration 47Q: 3 clusters Score -253490.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -253492.218750 Penalty: 2701.364258
	Iteration 48Q: 3 clusters Score -253492.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -253492.421875 Penalty: 2701.364258
	Iteration 49Q: 3 clusters Score -253492.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -253495.171875 Penalty: 2701.364258
	Iteration 50Q: 3 clusters Score -253495.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -253497.171875 Penalty: 2701.364258
	Iteration 51Q: 3 clusters Score -253497.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -253497.578125 Penalty: 2701.364258
	Iteration 52Q: 3 clusters Score -253497.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -253498.625000 Penalty: 2701.364258
	Iteration 53Q: 3 clusters Score -253498.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -253498.687500 Penalty: 2701.364258
	Iteration 54Q: 3 clusters Score -253498.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -253499.968750 Penalty: 2701.364258
	Iteration 55Q: 3 clusters Score -253500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -253501.421875 Penalty: 2701.364258
	Iteration 56Q: 3 clusters Score -253501.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -253503.359375 Penalty: 2701.364258
	Iteration 57Q: 3 clusters Score -253503.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -253504.000000 Penalty: 2701.364258
	Iteration 58Q: 3 clusters Score -253504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -253503.906250 Penalty: 2701.364258
	Iteration 59Q: 3 clusters Score -253503.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -253503.906250 Penalty: 2701.364258
	Iteration 60F: 3 clusters Score -253503.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Entering Unmasked Estep 
Score: -312242.781250 Penalty: 1406.670410
	Iteration 0F: 2 clusters Score -312242.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -307803.593750 Penalty: 2813.340820
	Iteration 0F: 3 clusters Score -307803.6 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -309198.125000 Penalty: 2813.340820
	Iteration 1F: 3 clusters Score -309198.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -309481.437500 Penalty: 2813.340820
	Iteration 2F: 3 clusters Score -309481.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -309689.781250 Penalty: 2813.340820
	Iteration 3F: 3 clusters Score -309689.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -309858.750000 Penalty: 2813.340820
	Iteration 4F: 3 clusters Score -309858.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -310025.312500 Penalty: 2813.340820
	Iteration 5Q: 3 clusters Score -310025.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -310189.281250 Penalty: 2813.340820
	Iteration 6Q: 3 clusters Score -310189.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -310389.812500 Penalty: 2813.340820
	Iteration 7Q: 3 clusters Score -310389.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -310614.750000 Penalty: 2813.340820
	Iteration 8Q: 3 clusters Score -310614.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -310812.750000 Penalty: 2813.340820
	Iteration 9Q: 3 clusters Score -310812.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -310968.812500 Penalty: 2813.340820
	Iteration 10Q: 3 clusters Score -310968.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -311086.093750 Penalty: 2813.340820
	Iteration 11Q: 3 clusters Score -311086.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -311186.562500 Penalty: 2813.340820
	Iteration 12Q: 3 clusters Score -311186.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -311293.156250 Penalty: 2813.340820
	Iteration 13Q: 3 clusters Score -311293.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -311385.843750 Penalty: 2813.340820
	Iteration 14Q: 3 clusters Score -311385.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -311435.125000 Penalty: 2813.340820
	Iteration 15Q: 3 clusters Score -311435.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -311473.250000 Penalty: 2813.340820
	Iteration 16Q: 3 clusters Score -311473.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -311498.343750 Penalty: 2813.340820
	Iteration 17Q: 3 clusters Score -311498.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -311521.531250 Penalty: 2813.340820
	Iteration 18Q: 3 clusters Score -311521.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -311550.062500 Penalty: 2813.340820
	Iteration 19Q: 3 clusters Score -311550.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -311567.343750 Penalty: 2813.340820
	Iteration 20F: 3 clusters Score -311567.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -311570.531250 Penalty: 2813.340820
	Iteration 21Q: 3 clusters Score -311570.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -311574.906250 Penalty: 2813.340820
	Iteration 22Q: 3 clusters Score -311574.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -311577.750000 Penalty: 2813.340820
	Iteration 23Q: 3 clusters Score -311577.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -311581.437500 Penalty: 2813.340820
	Iteration 24Q: 3 clusters Score -311581.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -311582.656250 Penalty: 2813.340820
	Iteration 25Q: 3 clusters Score -311582.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -311585.218750 Penalty: 2813.340820
	Iteration 26Q: 3 clusters Score -311585.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -311585.406250 Penalty: 2813.340820
	Iteration 27Q: 3 clusters Score -311585.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -311586.562500 Penalty: 2813.340820
	Iteration 28Q: 3 clusters Score -311586.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -311587.468750 Penalty: 2813.340820
	Iteration 29Q: 3 clusters Score -311587.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -311587.468750 Penalty: 2813.340820
	Iteration 30F: 3 clusters Score -311587.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Entering Unmasked Estep 
Score: -93725.015625 Penalty: 1207.874756
	Iteration 0F: 2 clusters Score -93725.02 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 833 members 
Entering Unmasked Estep 
Score: -91856.515625 Penalty: 2415.749512
	Iteration 0F: 3 clusters Score -91856.52 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -92239.062500 Penalty: 2415.749512
	Iteration 1F: 3 clusters Score -92239.06 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -92358.132812 Penalty: 2415.749512
	Iteration 2F: 3 clusters Score -92358.13 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -92442.757812 Penalty: 2415.749512
	Iteration 3F: 3 clusters Score -92442.76 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -92522.843750 Penalty: 2415.749512
	Iteration 4Q: 3 clusters Score -92522.84 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -92568.148438 Penalty: 2415.749512
	Iteration 5Q: 3 clusters Score -92568.15 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -92604.351562 Penalty: 2415.749512
	Iteration 6Q: 3 clusters Score -92604.35 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -92631.992188 Penalty: 2415.749512
	Iteration 7Q: 3 clusters Score -92631.99 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -92659.453125 Penalty: 2415.749512
	Iteration 8Q: 3 clusters Score -92659.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -92672.343750 Penalty: 2415.749512
	Iteration 9Q: 3 clusters Score -92672.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -92685.781250 Penalty: 2415.749512
	Iteration 10Q: 3 clusters Score -92685.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -92701.453125 Penalty: 2415.749512
	Iteration 11Q: 3 clusters Score -92701.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -92720.390625 Penalty: 2415.749512
	Iteration 12Q: 3 clusters Score -92720.39 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -92739.835938 Penalty: 2415.749512
	Iteration 13Q: 3 clusters Score -92739.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -92756.007812 Penalty: 2415.749512
	Iteration 14Q: 3 clusters Score -92756.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -92773.921875 Penalty: 2415.749512
	Iteration 15Q: 3 clusters Score -92773.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -92784.750000 Penalty: 2415.749512
	Iteration 16Q: 3 clusters Score -92784.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -92800.328125 Penalty: 2415.749512
	Iteration 17Q: 3 clusters Score -92800.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -92817.117188 Penalty: 2415.749512
	Iteration 18Q: 3 clusters Score -92817.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -92831.664062 Penalty: 2415.749512
	Iteration 19Q: 3 clusters Score -92831.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -92843.226562 Penalty: 2415.749512
	Iteration 20F: 3 clusters Score -92843.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -92857.820312 Penalty: 2415.749512
	Iteration 21Q: 3 clusters Score -92857.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -92866.570312 Penalty: 2415.749512
	Iteration 22Q: 3 clusters Score -92866.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -92879.875000 Penalty: 2415.749512
	Iteration 23Q: 3 clusters Score -92879.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -92894.937500 Penalty: 2415.749512
	Iteration 24Q: 3 clusters Score -92894.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -92909.734375 Penalty: 2415.749512
	Iteration 25Q: 3 clusters Score -92909.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -92928.453125 Penalty: 2415.749512
	Iteration 26Q: 3 clusters Score -92928.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -92955.398438 Penalty: 2415.749512
	Iteration 27Q: 3 clusters Score -92955.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -92990.882812 Penalty: 2415.749512
	Iteration 28Q: 3 clusters Score -92990.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -93026.476562 Penalty: 2415.749512
	Iteration 29Q: 3 clusters Score -93026.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -93053.132812 Penalty: 2415.749512
	Iteration 30Q: 3 clusters Score -93053.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -93089.125000 Penalty: 2415.749512
	Iteration 31Q: 3 clusters Score -93089.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -93127.648438 Penalty: 2415.749512
	Iteration 32Q: 3 clusters Score -93127.65 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -93154.914062 Penalty: 2415.749512
	Iteration 33Q: 3 clusters Score -93154.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -93174.398438 Penalty: 2415.749512
	Iteration 34Q: 3 clusters Score -93174.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -93188.687500 Penalty: 2415.749512
	Iteration 35Q: 3 clusters Score -93188.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -93195.507812 Penalty: 2415.749512
	Iteration 36Q: 3 clusters Score -93195.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -93198.289062 Penalty: 2415.749512
	Iteration 37Q: 3 clusters Score -93198.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -93202.382812 Penalty: 2415.749512
	Iteration 38Q: 3 clusters Score -93202.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -93204.679688 Penalty: 2415.749512
	Iteration 39Q: 3 clusters Score -93204.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -93205.671875 Penalty: 2415.749512
	Iteration 40F: 3 clusters Score -93205.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -93207.820312 Penalty: 2415.749512
	Iteration 41Q: 3 clusters Score -93207.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -93209.015625 Penalty: 2415.749512
	Iteration 42Q: 3 clusters Score -93209.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -93210.195312 Penalty: 2415.749512
	Iteration 43Q: 3 clusters Score -93210.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -93210.195312 Penalty: 2415.749512
	Iteration 44F: 3 clusters Score -93210.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Entering Unmasked Estep 
Score: -483274.937500 Penalty: 1459.257568
	Iteration 0F: 2 clusters Score -483274.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -477464.218750 Penalty: 2918.515137
	Iteration 0F: 3 clusters Score -477464.2 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -479260.562500 Penalty: 2918.515137
	Iteration 1F: 3 clusters Score -479260.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -479458.187500 Penalty: 2918.515137
	Iteration 2F: 3 clusters Score -479458.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -479639.000000 Penalty: 2918.515137
	Iteration 3F: 3 clusters Score -479639 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -479822.812500 Penalty: 2918.515137
	Iteration 4Q: 3 clusters Score -479822.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -480058.312500 Penalty: 2918.515137
	Iteration 5Q: 3 clusters Score -480058.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -480357.125000 Penalty: 2918.515137
	Iteration 6F: 3 clusters Score -480357.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -480684.781250 Penalty: 2918.515137
	Iteration 7F: 3 clusters Score -480684.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -480973.750000 Penalty: 2918.515137
	Iteration 8Q: 3 clusters Score -480973.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -481213.000000 Penalty: 2918.515137
	Iteration 9Q: 3 clusters Score -481213 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -481395.062500 Penalty: 2918.515137
	Iteration 10Q: 3 clusters Score -481395.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -481534.750000 Penalty: 2918.515137
	Iteration 11Q: 3 clusters Score -481534.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -481632.437500 Penalty: 2918.515137
	Iteration 12Q: 3 clusters Score -481632.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -481694.093750 Penalty: 2918.515137
	Iteration 13Q: 3 clusters Score -481694.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -481732.281250 Penalty: 2918.515137
	Iteration 14Q: 3 clusters Score -481732.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -481754.593750 Penalty: 2918.515137
	Iteration 15Q: 3 clusters Score -481754.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -481772.093750 Penalty: 2918.515137
	Iteration 16Q: 3 clusters Score -481772.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -481794.000000 Penalty: 2918.515137
	Iteration 17Q: 3 clusters Score -481794 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -481813.031250 Penalty: 2918.515137
	Iteration 18Q: 3 clusters Score -481813 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -481822.000000 Penalty: 2918.515137
	Iteration 19Q: 3 clusters Score -481822 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -481830.125000 Penalty: 2918.515137
	Iteration 20F: 3 clusters Score -481830.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -481838.812500 Penalty: 2918.515137
	Iteration 21Q: 3 clusters Score -481838.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -481847.093750 Penalty: 2918.515137
	Iteration 22Q: 3 clusters Score -481847.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -481851.781250 Penalty: 2918.515137
	Iteration 23Q: 3 clusters Score -481851.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -481856.750000 Penalty: 2918.515137
	Iteration 24Q: 3 clusters Score -481856.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -481861.000000 Penalty: 2918.515137
	Iteration 25Q: 3 clusters Score -481861 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -481865.281250 Penalty: 2918.515137
	Iteration 26Q: 3 clusters Score -481865.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -481868.937500 Penalty: 2918.515137
	Iteration 27Q: 3 clusters Score -481868.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -481875.437500 Penalty: 2918.515137
	Iteration 28Q: 3 clusters Score -481875.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -481881.531250 Penalty: 2918.515137
	Iteration 29Q: 3 clusters Score -481881.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -481891.062500 Penalty: 2918.515137
	Iteration 30Q: 3 clusters Score -481891.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -481898.812500 Penalty: 2918.515137
	Iteration 31Q: 3 clusters Score -481898.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -481906.968750 Penalty: 2918.515137
	Iteration 32Q: 3 clusters Score -481907 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -481914.968750 Penalty: 2918.515137
	Iteration 33Q: 3 clusters Score -481915 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -481927.156250 Penalty: 2918.515137
	Iteration 34Q: 3 clusters Score -481927.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -481939.718750 Penalty: 2918.515137
	Iteration 35Q: 3 clusters Score -481939.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -481950.968750 Penalty: 2918.515137
	Iteration 36Q: 3 clusters Score -481951 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -481959.625000 Penalty: 2918.515137
	Iteration 37Q: 3 clusters Score -481959.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -481969.625000 Penalty: 2918.515137
	Iteration 38Q: 3 clusters Score -481969.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -481978.531250 Penalty: 2918.515137
	Iteration 39Q: 3 clusters Score -481978.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -481989.000000 Penalty: 2918.515137
	Iteration 40F: 3 clusters Score -481989 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -482004.187500 Penalty: 2918.515137
	Iteration 41Q: 3 clusters Score -482004.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -482015.375000 Penalty: 2918.515137
	Iteration 42Q: 3 clusters Score -482015.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -482025.437500 Penalty: 2918.515137
	Iteration 43Q: 3 clusters Score -482025.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -482033.250000 Penalty: 2918.515137
	Iteration 44Q: 3 clusters Score -482033.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -482042.000000 Penalty: 2918.515137
	Iteration 45Q: 3 clusters Score -482042 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -482050.437500 Penalty: 2918.515137
	Iteration 46Q: 3 clusters Score -482050.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -482061.687500 Penalty: 2918.515137
	Iteration 47Q: 3 clusters Score -482061.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -482075.343750 Penalty: 2918.515137
	Iteration 48Q: 3 clusters Score -482075.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -482090.625000 Penalty: 2918.515137
	Iteration 49Q: 3 clusters Score -482090.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -482106.343750 Penalty: 2918.515137
	Iteration 50Q: 3 clusters Score -482106.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -482124.843750 Penalty: 2918.515137
	Iteration 51Q: 3 clusters Score -482124.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -482151.625000 Penalty: 2918.515137
	Iteration 52Q: 3 clusters Score -482151.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -482175.625000 Penalty: 2918.515137
	Iteration 53Q: 3 clusters Score -482175.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -482199.281250 Penalty: 2918.515137
	Iteration 54Q: 3 clusters Score -482199.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -482227.031250 Penalty: 2918.515137
	Iteration 55Q: 3 clusters Score -482227 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -482250.843750 Penalty: 2918.515137
	Iteration 56Q: 3 clusters Score -482250.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -482281.937500 Penalty: 2918.515137
	Iteration 57Q: 3 clusters Score -482281.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -482320.906250 Penalty: 2918.515137
	Iteration 58Q: 3 clusters Score -482320.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -482365.718750 Penalty: 2918.515137
	Iteration 59Q: 3 clusters Score -482365.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -482399.343750 Penalty: 2918.515137
	Iteration 60F: 3 clusters Score -482399.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -482435.625000 Penalty: 2918.515137
	Iteration 61Q: 3 clusters Score -482435.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -482471.437500 Penalty: 2918.515137
	Iteration 62Q: 3 clusters Score -482471.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -482511.031250 Penalty: 2918.515137
	Iteration 63Q: 3 clusters Score -482511 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -482557.062500 Penalty: 2918.515137
	Iteration 64Q: 3 clusters Score -482557.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -482594.812500 Penalty: 2918.515137
	Iteration 65Q: 3 clusters Score -482594.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -482632.062500 Penalty: 2918.515137
	Iteration 66Q: 3 clusters Score -482632.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -482659.812500 Penalty: 2918.515137
	Iteration 67Q: 3 clusters Score -482659.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -482692.187500 Penalty: 2918.515137
	Iteration 68Q: 3 clusters Score -482692.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -482718.312500 Penalty: 2918.515137
	Iteration 69Q: 3 clusters Score -482718.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -482743.781250 Penalty: 2918.515137
	Iteration 70Q: 3 clusters Score -482743.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -482760.656250 Penalty: 2918.515137
	Iteration 71Q: 3 clusters Score -482760.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -482778.000000 Penalty: 2918.515137
	Iteration 72Q: 3 clusters Score -482778 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -482794.468750 Penalty: 2918.515137
	Iteration 73Q: 3 clusters Score -482794.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -482804.218750 Penalty: 2918.515137
	Iteration 74Q: 3 clusters Score -482804.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -482812.687500 Penalty: 2918.515137
	Iteration 75Q: 3 clusters Score -482812.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -482818.781250 Penalty: 2918.515137
	Iteration 76Q: 3 clusters Score -482818.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -482823.500000 Penalty: 2918.515137
	Iteration 77Q: 3 clusters Score -482823.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -482826.343750 Penalty: 2918.515137
	Iteration 78Q: 3 clusters Score -482826.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -482829.687500 Penalty: 2918.515137
	Iteration 79Q: 3 clusters Score -482829.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -482831.843750 Penalty: 2918.515137
	Iteration 80F: 3 clusters Score -482831.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -482834.718750 Penalty: 2918.515137
	Iteration 81Q: 3 clusters Score -482834.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -482834.156250 Penalty: 2918.515137
	Iteration 82Q: 3 clusters Score -482834.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -482835.562500 Penalty: 2918.515137
	Iteration 83Q: 3 clusters Score -482835.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -482835.343750 Penalty: 2918.515137
	Iteration 84Q: 3 clusters Score -482835.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -482836.750000 Penalty: 2918.515137
	Iteration 85Q: 3 clusters Score -482836.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -482836.031250 Penalty: 2918.515137
	Iteration 86Q: 3 clusters Score -482836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -482837.312500 Penalty: 2918.515137
	Iteration 87Q: 3 clusters Score -482837.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -482837.406250 Penalty: 2918.515137
	Iteration 88Q: 3 clusters Score -482837.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -482839.593750 Penalty: 2918.515137
	Iteration 89Q: 3 clusters Score -482839.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -482840.687500 Penalty: 2918.515137
	Iteration 90Q: 3 clusters Score -482840.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -482842.625000 Penalty: 2918.515137
	Iteration 91Q: 3 clusters Score -482842.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -482843.687500 Penalty: 2918.515137
	Iteration 92Q: 3 clusters Score -482843.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -482843.968750 Penalty: 2918.515137
	Iteration 93Q: 3 clusters Score -482844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -482845.281250 Penalty: 2918.515137
	Iteration 94Q: 3 clusters Score -482845.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -482846.937500 Penalty: 2918.515137
	Iteration 95Q: 3 clusters Score -482846.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -482848.625000 Penalty: 2918.515137
	Iteration 96Q: 3 clusters Score -482848.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -482850.031250 Penalty: 2918.515137
	Iteration 97Q: 3 clusters Score -482850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -482849.593750 Penalty: 2918.515137
	Iteration 98Q: 3 clusters Score -482849.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -482849.593750 Penalty: 2918.515137
	Iteration 99F: 3 clusters Score -482849.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (76489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76489 members 
Entering Unmasked Estep 
Score: -4805699.500000 Penalty: 1827.296631
	Iteration 0F: 2 clusters Score -4805700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -4754355.500000 Penalty: 3654.593262
	Iteration 0F: 3 clusters Score -4754356 nChanged 36525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -4775176.500000 Penalty: 3654.593262
	Iteration 1F: 3 clusters Score -4775176 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 36597 members 
Entering Unmasked Estep 
Score: -4775805.000000 Penalty: 3654.593262
	Iteration 2Q: 3 clusters Score -4775805 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -4776533.000000 Penalty: 3654.593262
	Iteration 3Q: 3 clusters Score -4776533 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -4777525.000000 Penalty: 3654.593262
	Iteration 4Q: 3 clusters Score -4777525 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
Score: -4778970.500000 Penalty: 3654.593262
	Iteration 5Q: 3 clusters Score -4778970 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47603 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -4781232.000000 Penalty: 3654.593262
	Iteration 6F: 3 clusters Score -4781232 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51712 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -4784272.500000 Penalty: 3654.593262
	Iteration 7F: 3 clusters Score -4784272 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56387 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -4787853.500000 Penalty: 3654.593262
	Iteration 8F: 3 clusters Score -4787854 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61318 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -4791797.500000 Penalty: 3654.593262
	Iteration 9F: 3 clusters Score -4791798 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65978 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -4795667.500000 Penalty: 3654.593262
	Iteration 10F: 3 clusters Score -4795668 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69760 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -4798815.500000 Penalty: 3654.593262
	Iteration 11Q: 3 clusters Score -4798816 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72492 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -4801074.500000 Penalty: 3654.593262
	Iteration 12Q: 3 clusters Score -4801074 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74216 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -4802532.000000 Penalty: 3654.593262
	Iteration 13Q: 3 clusters Score -4802532 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75091 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4803246.000000 Penalty: 3654.593262
	Iteration 14Q: 3 clusters Score -4803246 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75518 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4803627.000000 Penalty: 3654.593262
	Iteration 15Q: 3 clusters Score -4803627 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75730 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4803849.500000 Penalty: 3654.593262
	Iteration 16Q: 3 clusters Score -4803850 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75834 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4803939.000000 Penalty: 3654.593262
	Iteration 17Q: 3 clusters Score -4803939 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75913 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4803996.500000 Penalty: 3654.593262
	Iteration 18Q: 3 clusters Score -4803996 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75955 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4804026.500000 Penalty: 3654.593262
	Iteration 19Q: 3 clusters Score -4804026 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75978 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4804036.500000 Penalty: 3654.593262
	Iteration 20F: 3 clusters Score -4804036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75992 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4804042.000000 Penalty: 3654.593262
	Iteration 21Q: 3 clusters Score -4804042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76009 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4804064.000000 Penalty: 3654.593262
	Iteration 22Q: 3 clusters Score -4804064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76022 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4804078.500000 Penalty: 3654.593262
	Iteration 23Q: 3 clusters Score -4804078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76027 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4804087.500000 Penalty: 3654.593262
	Iteration 24Q: 3 clusters Score -4804088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76033 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4804087.000000 Penalty: 3654.593262
	Iteration 25Q: 3 clusters Score -4804087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76038 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4804092.500000 Penalty: 3654.593262
	Iteration 26Q: 3 clusters Score -4804092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76039 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4804090.500000 Penalty: 3654.593262
	Iteration 27Q: 3 clusters Score -4804090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76040 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4804094.500000 Penalty: 3654.593262
	Iteration 28Q: 3 clusters Score -4804094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76042 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4804093.500000 Penalty: 3654.593262
	Iteration 29Q: 3 clusters Score -4804094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76047 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4804097.500000 Penalty: 3654.593262
	Iteration 30Q: 3 clusters Score -4804098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76052 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4804101.500000 Penalty: 3654.593262
	Iteration 31Q: 3 clusters Score -4804102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76058 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4804100.500000 Penalty: 3654.593262
	Iteration 32Q: 3 clusters Score -4804100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76060 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4804104.500000 Penalty: 3654.593262
	Iteration 33Q: 3 clusters Score -4804104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76061 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4804105.500000 Penalty: 3654.593262
	Iteration 34Q: 3 clusters Score -4804106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76061 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4804105.500000 Penalty: 3654.593262
	Iteration 35F: 3 clusters Score -4804106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Entering Unmasked Estep 
Score: -362221.187500 Penalty: 1409.418091
	Iteration 0F: 2 clusters Score -362221.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -357698.906250 Penalty: 2818.836182
	Iteration 0F: 3 clusters Score -357698.9 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -359005.000000 Penalty: 2818.836182
	Iteration 1F: 3 clusters Score -359005 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -359191.250000 Penalty: 2818.836182
	Iteration 2F: 3 clusters Score -359191.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -359309.875000 Penalty: 2818.836182
	Iteration 3Q: 3 clusters Score -359309.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -359414.375000 Penalty: 2818.836182
	Iteration 4Q: 3 clusters Score -359414.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -359485.906250 Penalty: 2818.836182
	Iteration 5Q: 3 clusters Score -359485.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -359541.125000 Penalty: 2818.836182
	Iteration 6Q: 3 clusters Score -359541.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -359594.312500 Penalty: 2818.836182
	Iteration 7Q: 3 clusters Score -359594.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -359649.312500 Penalty: 2818.836182
	Iteration 8Q: 3 clusters Score -359649.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -359704.968750 Penalty: 2818.836182
	Iteration 9Q: 3 clusters Score -359705 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -359767.156250 Penalty: 2818.836182
	Iteration 10Q: 3 clusters Score -359767.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -359832.093750 Penalty: 2818.836182
	Iteration 11Q: 3 clusters Score -359832.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -359897.187500 Penalty: 2818.836182
	Iteration 12Q: 3 clusters Score -359897.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -359958.937500 Penalty: 2818.836182
	Iteration 13Q: 3 clusters Score -359958.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -360010.687500 Penalty: 2818.836182
	Iteration 14Q: 3 clusters Score -360010.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -360063.687500 Penalty: 2818.836182
	Iteration 15Q: 3 clusters Score -360063.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -360123.312500 Penalty: 2818.836182
	Iteration 16Q: 3 clusters Score -360123.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -360192.937500 Penalty: 2818.836182
	Iteration 17Q: 3 clusters Score -360192.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -360249.593750 Penalty: 2818.836182
	Iteration 18Q: 3 clusters Score -360249.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -360305.468750 Penalty: 2818.836182
	Iteration 19Q: 3 clusters Score -360305.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -360361.281250 Penalty: 2818.836182
	Iteration 20F: 3 clusters Score -360361.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -360410.375000 Penalty: 2818.836182
	Iteration 21Q: 3 clusters Score -360410.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -360470.000000 Penalty: 2818.836182
	Iteration 22Q: 3 clusters Score -360470 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -360528.718750 Penalty: 2818.836182
	Iteration 23Q: 3 clusters Score -360528.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -360593.093750 Penalty: 2818.836182
	Iteration 24Q: 3 clusters Score -360593.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -360645.812500 Penalty: 2818.836182
	Iteration 25Q: 3 clusters Score -360645.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -360694.125000 Penalty: 2818.836182
	Iteration 26Q: 3 clusters Score -360694.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -360736.875000 Penalty: 2818.836182
	Iteration 27Q: 3 clusters Score -360736.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -360767.625000 Penalty: 2818.836182
	Iteration 28Q: 3 clusters Score -360767.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -360804.125000 Penalty: 2818.836182
	Iteration 29Q: 3 clusters Score -360804.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -360830.156250 Penalty: 2818.836182
	Iteration 30Q: 3 clusters Score -360830.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -360847.093750 Penalty: 2818.836182
	Iteration 31Q: 3 clusters Score -360847.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -360855.625000 Penalty: 2818.836182
	Iteration 32Q: 3 clusters Score -360855.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -360866.562500 Penalty: 2818.836182
	Iteration 33Q: 3 clusters Score -360866.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -360877.968750 Penalty: 2818.836182
	Iteration 34Q: 3 clusters Score -360878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -360884.531250 Penalty: 2818.836182
	Iteration 35Q: 3 clusters Score -360884.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -360888.187500 Penalty: 2818.836182
	Iteration 36Q: 3 clusters Score -360888.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -360891.625000 Penalty: 2818.836182
	Iteration 37Q: 3 clusters Score -360891.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -360896.343750 Penalty: 2818.836182
	Iteration 38Q: 3 clusters Score -360896.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -360900.656250 Penalty: 2818.836182
	Iteration 39Q: 3 clusters Score -360900.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -360906.906250 Penalty: 2818.836182
	Iteration 40F: 3 clusters Score -360906.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -360912.375000 Penalty: 2818.836182
	Iteration 41Q: 3 clusters Score -360912.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -360916.187500 Penalty: 2818.836182
	Iteration 42Q: 3 clusters Score -360916.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -360919.656250 Penalty: 2818.836182
	Iteration 43Q: 3 clusters Score -360919.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -360921.968750 Penalty: 2818.836182
	Iteration 44Q: 3 clusters Score -360922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -360926.437500 Penalty: 2818.836182
	Iteration 45Q: 3 clusters Score -360926.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -360930.468750 Penalty: 2818.836182
	Iteration 46Q: 3 clusters Score -360930.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -360935.937500 Penalty: 2818.836182
	Iteration 47Q: 3 clusters Score -360935.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -360940.250000 Penalty: 2818.836182
	Iteration 48Q: 3 clusters Score -360940.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -360946.062500 Penalty: 2818.836182
	Iteration 49Q: 3 clusters Score -360946.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -360950.000000 Penalty: 2818.836182
	Iteration 50Q: 3 clusters Score -360950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -360953.343750 Penalty: 2818.836182
	Iteration 51Q: 3 clusters Score -360953.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -360956.593750 Penalty: 2818.836182
	Iteration 52Q: 3 clusters Score -360956.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -360960.562500 Penalty: 2818.836182
	Iteration 53Q: 3 clusters Score -360960.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -360963.593750 Penalty: 2818.836182
	Iteration 54Q: 3 clusters Score -360963.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -360966.843750 Penalty: 2818.836182
	Iteration 55Q: 3 clusters Score -360966.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -360969.156250 Penalty: 2818.836182
	Iteration 56Q: 3 clusters Score -360969.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -360971.781250 Penalty: 2818.836182
	Iteration 57Q: 3 clusters Score -360971.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -360977.000000 Penalty: 2818.836182
	Iteration 58Q: 3 clusters Score -360977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -360980.968750 Penalty: 2818.836182
	Iteration 59Q: 3 clusters Score -360981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -360984.187500 Penalty: 2818.836182
	Iteration 60F: 3 clusters Score -360984.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -360985.500000 Penalty: 2818.836182
	Iteration 61Q: 3 clusters Score -360985.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -360988.468750 Penalty: 2818.836182
	Iteration 62Q: 3 clusters Score -360988.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -360989.250000 Penalty: 2818.836182
	Iteration 63Q: 3 clusters Score -360989.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -360990.531250 Penalty: 2818.836182
	Iteration 64Q: 3 clusters Score -360990.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -360990.531250 Penalty: 2818.836182
	Iteration 65F: 3 clusters Score -360990.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Entering Unmasked Estep 
Score: -477683.437500 Penalty: 1454.250732
	Iteration 0F: 2 clusters Score -477683.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -472063.687500 Penalty: 2908.501465
	Iteration 0F: 3 clusters Score -472063.7 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -473948.156250 Penalty: 2908.501465
	Iteration 1F: 3 clusters Score -473948.2 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -474421.781250 Penalty: 2908.501465
	Iteration 2F: 3 clusters Score -474421.8 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -474939.312500 Penalty: 2908.501465
	Iteration 3F: 3 clusters Score -474939.3 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -475402.500000 Penalty: 2908.501465
	Iteration 4F: 3 clusters Score -475402.5 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -475803.781250 Penalty: 2908.501465
	Iteration 5F: 3 clusters Score -475803.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -476141.468750 Penalty: 2908.501465
	Iteration 6F: 3 clusters Score -476141.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -476417.843750 Penalty: 2908.501465
	Iteration 7F: 3 clusters Score -476417.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -476619.687500 Penalty: 2908.501465
	Iteration 8Q: 3 clusters Score -476619.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -476742.843750 Penalty: 2908.501465
	Iteration 9Q: 3 clusters Score -476742.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -476833.625000 Penalty: 2908.501465
	Iteration 10Q: 3 clusters Score -476833.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -476926.343750 Penalty: 2908.501465
	Iteration 11Q: 3 clusters Score -476926.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -476994.718750 Penalty: 2908.501465
	Iteration 12Q: 3 clusters Score -476994.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -477043.750000 Penalty: 2908.501465
	Iteration 13Q: 3 clusters Score -477043.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -477074.187500 Penalty: 2908.501465
	Iteration 14Q: 3 clusters Score -477074.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -477098.781250 Penalty: 2908.501465
	Iteration 15Q: 3 clusters Score -477098.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -477120.656250 Penalty: 2908.501465
	Iteration 16Q: 3 clusters Score -477120.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -477136.843750 Penalty: 2908.501465
	Iteration 17Q: 3 clusters Score -477136.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -477150.125000 Penalty: 2908.501465
	Iteration 18Q: 3 clusters Score -477150.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -477158.312500 Penalty: 2908.501465
	Iteration 19Q: 3 clusters Score -477158.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -477164.718750 Penalty: 2908.501465
	Iteration 20F: 3 clusters Score -477164.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -477168.593750 Penalty: 2908.501465
	Iteration 21Q: 3 clusters Score -477168.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -477173.312500 Penalty: 2908.501465
	Iteration 22Q: 3 clusters Score -477173.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -477177.062500 Penalty: 2908.501465
	Iteration 23Q: 3 clusters Score -477177.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -477180.343750 Penalty: 2908.501465
	Iteration 24Q: 3 clusters Score -477180.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -477183.843750 Penalty: 2908.501465
	Iteration 25Q: 3 clusters Score -477183.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -477185.906250 Penalty: 2908.501465
	Iteration 26Q: 3 clusters Score -477185.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -477188.281250 Penalty: 2908.501465
	Iteration 27Q: 3 clusters Score -477188.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -477190.968750 Penalty: 2908.501465
	Iteration 28Q: 3 clusters Score -477191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -477194.250000 Penalty: 2908.501465
	Iteration 29Q: 3 clusters Score -477194.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -477197.875000 Penalty: 2908.501465
	Iteration 30Q: 3 clusters Score -477197.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -477201.718750 Penalty: 2908.501465
	Iteration 31Q: 3 clusters Score -477201.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -477206.187500 Penalty: 2908.501465
	Iteration 32Q: 3 clusters Score -477206.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -477209.500000 Penalty: 2908.501465
	Iteration 33Q: 3 clusters Score -477209.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -477211.343750 Penalty: 2908.501465
	Iteration 34Q: 3 clusters Score -477211.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -477214.937500 Penalty: 2908.501465
	Iteration 35Q: 3 clusters Score -477214.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -477218.593750 Penalty: 2908.501465
	Iteration 36Q: 3 clusters Score -477218.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -477219.562500 Penalty: 2908.501465
	Iteration 37Q: 3 clusters Score -477219.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -477222.906250 Penalty: 2908.501465
	Iteration 38Q: 3 clusters Score -477222.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -477225.906250 Penalty: 2908.501465
	Iteration 39Q: 3 clusters Score -477225.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -477227.906250 Penalty: 2908.501465
	Iteration 40F: 3 clusters Score -477227.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -477230.468750 Penalty: 2908.501465
	Iteration 41Q: 3 clusters Score -477230.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -477235.312500 Penalty: 2908.501465
	Iteration 42Q: 3 clusters Score -477235.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -477237.750000 Penalty: 2908.501465
	Iteration 43Q: 3 clusters Score -477237.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -477240.312500 Penalty: 2908.501465
	Iteration 44Q: 3 clusters Score -477240.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -477240.718750 Penalty: 2908.501465
	Iteration 45Q: 3 clusters Score -477240.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -477241.062500 Penalty: 2908.501465
	Iteration 46Q: 3 clusters Score -477241.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -477241.062500 Penalty: 2908.501465
	Iteration 47F: 3 clusters Score -477241.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Entering Unmasked Estep 
Score: -461288.375000 Penalty: 1441.824707
	Iteration 0F: 2 clusters Score -461288.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -456005.343750 Penalty: 2883.649414
	Iteration 0F: 3 clusters Score -456005.3 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -457676.968750 Penalty: 2883.649414
	Iteration 1F: 3 clusters Score -457677 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -458012.750000 Penalty: 2883.649414
	Iteration 2F: 3 clusters Score -458012.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -458290.781250 Penalty: 2883.649414
	Iteration 3F: 3 clusters Score -458290.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -458585.093750 Penalty: 2883.649414
	Iteration 4F: 3 clusters Score -458585.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -458934.843750 Penalty: 2883.649414
	Iteration 5F: 3 clusters Score -458934.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -459303.906250 Penalty: 2883.649414
	Iteration 6F: 3 clusters Score -459303.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -459605.406250 Penalty: 2883.649414
	Iteration 7Q: 3 clusters Score -459605.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -459807.437500 Penalty: 2883.649414
	Iteration 8Q: 3 clusters Score -459807.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -459950.562500 Penalty: 2883.649414
	Iteration 9Q: 3 clusters Score -459950.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -460018.093750 Penalty: 2883.649414
	Iteration 10Q: 3 clusters Score -460018.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -460057.125000 Penalty: 2883.649414
	Iteration 11Q: 3 clusters Score -460057.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -460085.468750 Penalty: 2883.649414
	Iteration 12Q: 3 clusters Score -460085.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -460098.406250 Penalty: 2883.649414
	Iteration 13Q: 3 clusters Score -460098.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -460106.343750 Penalty: 2883.649414
	Iteration 14Q: 3 clusters Score -460106.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -460112.031250 Penalty: 2883.649414
	Iteration 15Q: 3 clusters Score -460112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -460115.687500 Penalty: 2883.649414
	Iteration 16Q: 3 clusters Score -460115.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -460119.156250 Penalty: 2883.649414
	Iteration 17Q: 3 clusters Score -460119.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -460119.468750 Penalty: 2883.649414
	Iteration 18Q: 3 clusters Score -460119.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -460121.593750 Penalty: 2883.649414
	Iteration 19Q: 3 clusters Score -460121.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -460124.718750 Penalty: 2883.649414
	Iteration 20F: 3 clusters Score -460124.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -460129.218750 Penalty: 2883.649414
	Iteration 21Q: 3 clusters Score -460129.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -460131.125000 Penalty: 2883.649414
	Iteration 22Q: 3 clusters Score -460131.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -460133.250000 Penalty: 2883.649414
	Iteration 23Q: 3 clusters Score -460133.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -460135.218750 Penalty: 2883.649414
	Iteration 24Q: 3 clusters Score -460135.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -460136.406250 Penalty: 2883.649414
	Iteration 25Q: 3 clusters Score -460136.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -460138.218750 Penalty: 2883.649414
	Iteration 26Q: 3 clusters Score -460138.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -460139.000000 Penalty: 2883.649414
	Iteration 27Q: 3 clusters Score -460139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -460138.812500 Penalty: 2883.649414
	Iteration 28Q: 3 clusters Score -460138.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -460140.093750 Penalty: 2883.649414
	Iteration 29Q: 3 clusters Score -460140.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -460140.093750 Penalty: 2883.649414
	Iteration 30F: 3 clusters Score -460140.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (484423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484423 members 
Entering Unmasked Estep 
Score: -30681776.000000 Penalty: 2127.240967
	Iteration 0F: 2 clusters Score -3.068178e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242199 members 
Mstep: Class 2 contains 242224 members 
Entering Unmasked Estep 
Score: -30354504.000000 Penalty: 4254.481934
	Iteration 0F: 3 clusters Score -3.03545e+07 nChanged 237616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237073 members 
Mstep: Class 2 contains 247350 members 
Entering Unmasked Estep 
Score: -30499758.000000 Penalty: 4254.481934
	Iteration 1F: 3 clusters Score -3.049976e+07 nChanged 13468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233893 members 
Mstep: Class 2 contains 250530 members 
Entering Unmasked Estep 
Score: -30502728.000000 Penalty: 4254.481934
	Iteration 2Q: 3 clusters Score -3.050273e+07 nChanged 15815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228824 members 
Mstep: Class 2 contains 255599 members 
Entering Unmasked Estep 
Score: -30507066.000000 Penalty: 4254.481934
	Iteration 3Q: 3 clusters Score -3.050707e+07 nChanged 18775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221017 members 
Mstep: Class 2 contains 263406 members 
Entering Unmasked Estep 
Score: -30514116.000000 Penalty: 4254.481934
	Iteration 4Q: 3 clusters Score -3.051412e+07 nChanged 22590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209705 members 
Mstep: Class 2 contains 274718 members 
Entering Unmasked Estep 
Score: -30524010.000000 Penalty: 4254.481934
	Iteration 5Q: 3 clusters Score -3.052401e+07 nChanged 26305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194520 members 
Mstep: Class 2 contains 289903 members 
Entering Unmasked Estep 
Score: -30537118.000000 Penalty: 4254.481934
	Iteration 6F: 3 clusters Score -3.053712e+07 nChanged 28989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175777 members 
Mstep: Class 2 contains 308646 members 
Entering Unmasked Estep 
Score: -30553920.000000 Penalty: 4254.481934
	Iteration 7F: 3 clusters Score -3.055392e+07 nChanged 29392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155473 members 
Mstep: Class 2 contains 328950 members 
Entering Unmasked Estep 
Score: -30574202.000000 Penalty: 4254.481934
	Iteration 8F: 3 clusters Score -3.05742e+07 nChanged 27331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136588 members 
Mstep: Class 2 contains 347835 members 
Entering Unmasked Estep 
Score: -30595870.000000 Penalty: 4254.481934
	Iteration 9F: 3 clusters Score -3.059587e+07 nChanged 23342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121650 members 
Mstep: Class 2 contains 362773 members 
Entering Unmasked Estep 
Score: -30615384.000000 Penalty: 4254.481934
	Iteration 10Q: 3 clusters Score -3.061538e+07 nChanged 18477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110667 members 
Mstep: Class 2 contains 373756 members 
Entering Unmasked Estep 
Score: -30628722.000000 Penalty: 4254.481934
	Iteration 11Q: 3 clusters Score -3.062872e+07 nChanged 13285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101484 members 
Mstep: Class 2 contains 382939 members 
Entering Unmasked Estep 
Score: -30636202.000000 Penalty: 4254.481934
	Iteration 12Q: 3 clusters Score -3.06362e+07 nChanged 10005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93037 members 
Mstep: Class 2 contains 391386 members 
Entering Unmasked Estep 
Score: -30641748.000000 Penalty: 4254.481934
	Iteration 13Q: 3 clusters Score -3.064175e+07 nChanged 8632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85227 members 
Mstep: Class 2 contains 399196 members 
Entering Unmasked Estep 
Score: -30646482.000000 Penalty: 4254.481934
	Iteration 14Q: 3 clusters Score -3.064648e+07 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78066 members 
Mstep: Class 2 contains 406357 members 
Entering Unmasked Estep 
Score: -30651098.000000 Penalty: 4254.481934
	Iteration 15Q: 3 clusters Score -3.06511e+07 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71547 members 
Mstep: Class 2 contains 412876 members 
Entering Unmasked Estep 
Score: -30655232.000000 Penalty: 4254.481934
	Iteration 16Q: 3 clusters Score -3.065523e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65896 members 
Mstep: Class 2 contains 418527 members 
Entering Unmasked Estep 
Score: -30659000.000000 Penalty: 4254.481934
	Iteration 17Q: 3 clusters Score -3.0659e+07 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61082 members 
Mstep: Class 2 contains 423341 members 
Entering Unmasked Estep 
Score: -30661596.000000 Penalty: 4254.481934
	Iteration 18Q: 3 clusters Score -3.06616e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56889 members 
Mstep: Class 2 contains 427534 members 
Entering Unmasked Estep 
Score: -30663692.000000 Penalty: 4254.481934
	Iteration 19Q: 3 clusters Score -3.066369e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53010 members 
Mstep: Class 2 contains 431413 members 
Entering Unmasked Estep 
Score: -30665162.000000 Penalty: 4254.481934
	Iteration 20F: 3 clusters Score -3.066516e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49453 members 
Mstep: Class 2 contains 434970 members 
Entering Unmasked Estep 
Score: -30666330.000000 Penalty: 4254.481934
	Iteration 21Q: 3 clusters Score -3.066633e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46130 members 
Mstep: Class 2 contains 438293 members 
Entering Unmasked Estep 
Score: -30667404.000000 Penalty: 4254.481934
	Iteration 22Q: 3 clusters Score -3.06674e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42945 members 
Mstep: Class 2 contains 441478 members 
Entering Unmasked Estep 
Score: -30668424.000000 Penalty: 4254.481934
	Iteration 23Q: 3 clusters Score -3.066842e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 444562 members 
Entering Unmasked Estep 
Score: -30669242.000000 Penalty: 4254.481934
	Iteration 24Q: 3 clusters Score -3.066924e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 447639 members 
Entering Unmasked Estep 
Score: -30670204.000000 Penalty: 4254.481934
	Iteration 25Q: 3 clusters Score -3.06702e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 450580 members 
Entering Unmasked Estep 
Score: -30670904.000000 Penalty: 4254.481934
	Iteration 26Q: 3 clusters Score -3.06709e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 453467 members 
Entering Unmasked Estep 
Score: -30671780.000000 Penalty: 4254.481934
	Iteration 27Q: 3 clusters Score -3.067178e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 456255 members 
Entering Unmasked Estep 
Score: -30672738.000000 Penalty: 4254.481934
	Iteration 28Q: 3 clusters Score -3.067274e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 458939 members 
Entering Unmasked Estep 
Score: -30673508.000000 Penalty: 4254.481934
	Iteration 29Q: 3 clusters Score -3.067351e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 461478 members 
Entering Unmasked Estep 
Score: -30674228.000000 Penalty: 4254.481934
	Iteration 30Q: 3 clusters Score -3.067423e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 463937 members 
Entering Unmasked Estep 
Score: -30674920.000000 Penalty: 4254.481934
	Iteration 31Q: 3 clusters Score -3.067492e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 466128 members 
Entering Unmasked Estep 
Score: -30675560.000000 Penalty: 4254.481934
	Iteration 32Q: 3 clusters Score -3.067556e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 468140 members 
Entering Unmasked Estep 
Score: -30676146.000000 Penalty: 4254.481934
	Iteration 33Q: 3 clusters Score -3.067615e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 469918 members 
Entering Unmasked Estep 
Score: -30676826.000000 Penalty: 4254.481934
	Iteration 34Q: 3 clusters Score -3.067683e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 471543 members 
Entering Unmasked Estep 
Score: -30677258.000000 Penalty: 4254.481934
	Iteration 35Q: 3 clusters Score -3.067726e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 473011 members 
Entering Unmasked Estep 
Score: -30677818.000000 Penalty: 4254.481934
	Iteration 36Q: 3 clusters Score -3.067782e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 474320 members 
Entering Unmasked Estep 
Score: -30678240.000000 Penalty: 4254.481934
	Iteration 37Q: 3 clusters Score -3.067824e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 475417 members 
Entering Unmasked Estep 
Score: -30678576.000000 Penalty: 4254.481934
	Iteration 38Q: 3 clusters Score -3.067858e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 476320 members 
Entering Unmasked Estep 
Score: -30678814.000000 Penalty: 4254.481934
	Iteration 39Q: 3 clusters Score -3.067881e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 477083 members 
Entering Unmasked Estep 
Score: -30679046.000000 Penalty: 4254.481934
	Iteration 40F: 3 clusters Score -3.067905e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 477764 members 
Entering Unmasked Estep 
Score: -30679152.000000 Penalty: 4254.481934
	Iteration 41Q: 3 clusters Score -3.067915e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 478344 members 
Entering Unmasked Estep 
Score: -30679396.000000 Penalty: 4254.481934
	Iteration 42Q: 3 clusters Score -3.06794e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 478814 members 
Entering Unmasked Estep 
Score: -30679538.000000 Penalty: 4254.481934
	Iteration 43Q: 3 clusters Score -3.067954e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 479220 members 
Entering Unmasked Estep 
Score: -30679626.000000 Penalty: 4254.481934
	Iteration 44Q: 3 clusters Score -3.067963e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 479549 members 
Entering Unmasked Estep 
Score: -30679744.000000 Penalty: 4254.481934
	Iteration 45Q: 3 clusters Score -3.067974e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 479822 members 
Entering Unmasked Estep 
Score: -30679848.000000 Penalty: 4254.481934
	Iteration 46Q: 3 clusters Score -3.067985e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 480060 members 
Entering Unmasked Estep 
Score: -30679904.000000 Penalty: 4254.481934
	Iteration 47Q: 3 clusters Score -3.06799e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 480284 members 
Entering Unmasked Estep 
Score: -30680000.000000 Penalty: 4254.481934
	Iteration 48Q: 3 clusters Score -3.068e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 480490 members 
Entering Unmasked Estep 
Score: -30680030.000000 Penalty: 4254.481934
	Iteration 49Q: 3 clusters Score -3.068003e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 480679 members 
Entering Unmasked Estep 
Score: -30680052.000000 Penalty: 4254.481934
	Iteration 50Q: 3 clusters Score -3.068005e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 480821 members 
Entering Unmasked Estep 
Score: -30680094.000000 Penalty: 4254.481934
	Iteration 51Q: 3 clusters Score -3.068009e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 480946 members 
Entering Unmasked Estep 
Score: -30680086.000000 Penalty: 4254.481934
	Iteration 52Q: 3 clusters Score -3.068009e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 481029 members 
Entering Unmasked Estep 
Score: -30680076.000000 Penalty: 4254.481934
	Iteration 53Q: 3 clusters Score -3.068008e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 481093 members 
Entering Unmasked Estep 
Score: -30680096.000000 Penalty: 4254.481934
	Iteration 54Q: 3 clusters Score -3.06801e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 481156 members 
Entering Unmasked Estep 
Score: -30680080.000000 Penalty: 4254.481934
	Iteration 55Q: 3 clusters Score -3.068008e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 481225 members 
Entering Unmasked Estep 
Score: -30680092.000000 Penalty: 4254.481934
	Iteration 56Q: 3 clusters Score -3.068009e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 481292 members 
Entering Unmasked Estep 
Score: -30680114.000000 Penalty: 4254.481934
	Iteration 57Q: 3 clusters Score -3.068011e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 481352 members 
Entering Unmasked Estep 
Score: -30680134.000000 Penalty: 4254.481934
	Iteration 58Q: 3 clusters Score -3.068013e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 481396 members 
Entering Unmasked Estep 
Score: -30680132.000000 Penalty: 4254.481934
	Iteration 59Q: 3 clusters Score -3.068013e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 481451 members 
Entering Unmasked Estep 
Score: -30680104.000000 Penalty: 4254.481934
	Iteration 60F: 3 clusters Score -3.06801e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 481502 members 
Entering Unmasked Estep 
Score: -30680108.000000 Penalty: 4254.481934
	Iteration 61Q: 3 clusters Score -3.068011e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 481540 members 
Entering Unmasked Estep 
Score: -30680134.000000 Penalty: 4254.481934
	Iteration 62Q: 3 clusters Score -3.068013e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 481583 members 
Entering Unmasked Estep 
Score: -30680124.000000 Penalty: 4254.481934
	Iteration 63Q: 3 clusters Score -3.068012e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 481612 members 
Entering Unmasked Estep 
Score: -30680142.000000 Penalty: 4254.481934
	Iteration 64Q: 3 clusters Score -3.068014e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 481634 members 
Entering Unmasked Estep 
Score: -30680126.000000 Penalty: 4254.481934
	Iteration 65Q: 3 clusters Score -3.068013e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 481659 members 
Entering Unmasked Estep 
Score: -30680138.000000 Penalty: 4254.481934
	Iteration 66Q: 3 clusters Score -3.068014e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 481686 members 
Entering Unmasked Estep 
Score: -30680186.000000 Penalty: 4254.481934
	Iteration 67Q: 3 clusters Score -3.068019e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 481718 members 
Entering Unmasked Estep 
Score: -30680164.000000 Penalty: 4254.481934
	Iteration 68Q: 3 clusters Score -3.068016e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 481729 members 
Entering Unmasked Estep 
Score: -30680192.000000 Penalty: 4254.481934
	Iteration 69Q: 3 clusters Score -3.068019e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 481740 members 
Entering Unmasked Estep 
Score: -30680162.000000 Penalty: 4254.481934
	Iteration 70Q: 3 clusters Score -3.068016e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 481752 members 
Entering Unmasked Estep 
Score: -30680180.000000 Penalty: 4254.481934
	Iteration 71Q: 3 clusters Score -3.068018e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 481768 members 
Entering Unmasked Estep 
Score: -30680168.000000 Penalty: 4254.481934
	Iteration 72Q: 3 clusters Score -3.068017e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 481784 members 
Entering Unmasked Estep 
Score: -30680156.000000 Penalty: 4254.481934
	Iteration 73Q: 3 clusters Score -3.068016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 481794 members 
Entering Unmasked Estep 
Score: -30680174.000000 Penalty: 4254.481934
	Iteration 74Q: 3 clusters Score -3.068017e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 481802 members 
Entering Unmasked Estep 
Score: -30680166.000000 Penalty: 4254.481934
	Iteration 75Q: 3 clusters Score -3.068017e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 481809 members 
Entering Unmasked Estep 
Score: -30680166.000000 Penalty: 4254.481934
	Iteration 76Q: 3 clusters Score -3.068017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 481811 members 
Entering Unmasked Estep 
Score: -30680180.000000 Penalty: 4254.481934
	Iteration 77Q: 3 clusters Score -3.068018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 481814 members 
Entering Unmasked Estep 
Score: -30680170.000000 Penalty: 4254.481934
	Iteration 78Q: 3 clusters Score -3.068017e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 481821 members 
Entering Unmasked Estep 
Score: -30680170.000000 Penalty: 4254.481934
	Iteration 79Q: 3 clusters Score -3.068017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 481827 members 
Entering Unmasked Estep 
Score: -30680154.000000 Penalty: 4254.481934
	Iteration 80F: 3 clusters Score -3.068015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 481832 members 
Entering Unmasked Estep 
Score: -30680172.000000 Penalty: 4254.481934
	Iteration 81Q: 3 clusters Score -3.068017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 481834 members 
Entering Unmasked Estep 
Score: -30680168.000000 Penalty: 4254.481934
	Iteration 82Q: 3 clusters Score -3.068017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 481836 members 
Entering Unmasked Estep 
Score: -30680164.000000 Penalty: 4254.481934
	Iteration 83Q: 3 clusters Score -3.068016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 481839 members 
Entering Unmasked Estep 
Score: -30680156.000000 Penalty: 4254.481934
	Iteration 84Q: 3 clusters Score -3.068016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 481840 members 
Entering Unmasked Estep 
Score: -30680162.000000 Penalty: 4254.481934
	Iteration 85Q: 3 clusters Score -3.068016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 481842 members 
Entering Unmasked Estep 
Score: -30680168.000000 Penalty: 4254.481934
	Iteration 86Q: 3 clusters Score -3.068017e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 481845 members 
Entering Unmasked Estep 
Score: -30680172.000000 Penalty: 4254.481934
	Iteration 87Q: 3 clusters Score -3.068017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 481850 members 
Entering Unmasked Estep 
Score: -30680150.000000 Penalty: 4254.481934
	Iteration 88Q: 3 clusters Score -3.068015e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 481856 members 
Entering Unmasked Estep 
Score: -30680136.000000 Penalty: 4254.481934
	Iteration 89Q: 3 clusters Score -3.068014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 481863 members 
Entering Unmasked Estep 
Score: -30680136.000000 Penalty: 4254.481934
	Iteration 90Q: 3 clusters Score -3.068014e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 481871 members 
Entering Unmasked Estep 
Score: -30680142.000000 Penalty: 4254.481934
	Iteration 91Q: 3 clusters Score -3.068014e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 481872 members 
Entering Unmasked Estep 
Score: -30680134.000000 Penalty: 4254.481934
	Iteration 92Q: 3 clusters Score -3.068013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 481878 members 
Entering Unmasked Estep 
Score: -30680146.000000 Penalty: 4254.481934
	Iteration 93Q: 3 clusters Score -3.068015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 481880 members 
Entering Unmasked Estep 
Score: -30680138.000000 Penalty: 4254.481934
	Iteration 94Q: 3 clusters Score -3.068014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 481882 members 
Entering Unmasked Estep 
Score: -30680136.000000 Penalty: 4254.481934
	Iteration 95Q: 3 clusters Score -3.068014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 481885 members 
Entering Unmasked Estep 
Score: -30680146.000000 Penalty: 4254.481934
	Iteration 96Q: 3 clusters Score -3.068015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 481890 members 
Entering Unmasked Estep 
Score: -30680144.000000 Penalty: 4254.481934
	Iteration 97Q: 3 clusters Score -3.068014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 481893 members 
Entering Unmasked Estep 
Score: -30680132.000000 Penalty: 4254.481934
	Iteration 98Q: 3 clusters Score -3.068013e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 481893 members 
Entering Unmasked Estep 
Score: -30680122.000000 Penalty: 4254.481934
	Iteration 99Q: 3 clusters Score -3.068012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 481895 members 
Entering Unmasked Estep 
Score: -30680130.000000 Penalty: 4254.481934
	Iteration 100F: 3 clusters Score -3.068013e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 481896 members 
Entering Unmasked Estep 
Score: -30680112.000000 Penalty: 4254.481934
	Iteration 101Q: 3 clusters Score -3.068011e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 481897 members 
Entering Unmasked Estep 
Score: -30680128.000000 Penalty: 4254.481934
	Iteration 102Q: 3 clusters Score -3.068013e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 481897 members 
Entering Unmasked Estep 
Score: -30680128.000000 Penalty: 4254.481934
	Iteration 103F: 3 clusters Score -3.068013e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Entering Unmasked Estep 
Score: -238543.312500 Penalty: 1336.557251
	Iteration 0F: 2 clusters Score -238543.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -235349.078125 Penalty: 2673.114502
	Iteration 0F: 3 clusters Score -235349.1 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -236115.359375 Penalty: 2673.114502
	Iteration 1F: 3 clusters Score -236115.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -236245.359375 Penalty: 2673.114502
	Iteration 2F: 3 clusters Score -236245.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -236325.531250 Penalty: 2673.114502
	Iteration 3Q: 3 clusters Score -236325.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -236383.328125 Penalty: 2673.114502
	Iteration 4Q: 3 clusters Score -236383.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -236437.687500 Penalty: 2673.114502
	Iteration 5Q: 3 clusters Score -236437.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -236480.359375 Penalty: 2673.114502
	Iteration 6Q: 3 clusters Score -236480.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -236519.468750 Penalty: 2673.114502
	Iteration 7Q: 3 clusters Score -236519.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -236548.343750 Penalty: 2673.114502
	Iteration 8Q: 3 clusters Score -236548.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -236579.265625 Penalty: 2673.114502
	Iteration 9Q: 3 clusters Score -236579.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -236601.796875 Penalty: 2673.114502
	Iteration 10Q: 3 clusters Score -236601.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -236624.359375 Penalty: 2673.114502
	Iteration 11Q: 3 clusters Score -236624.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -236647.515625 Penalty: 2673.114502
	Iteration 12Q: 3 clusters Score -236647.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -236673.484375 Penalty: 2673.114502
	Iteration 13Q: 3 clusters Score -236673.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -236698.921875 Penalty: 2673.114502
	Iteration 14Q: 3 clusters Score -236698.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -236720.203125 Penalty: 2673.114502
	Iteration 15Q: 3 clusters Score -236720.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -236742.640625 Penalty: 2673.114502
	Iteration 16Q: 3 clusters Score -236742.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -236769.640625 Penalty: 2673.114502
	Iteration 17Q: 3 clusters Score -236769.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -236792.312500 Penalty: 2673.114502
	Iteration 18Q: 3 clusters Score -236792.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -236806.406250 Penalty: 2673.114502
	Iteration 19Q: 3 clusters Score -236806.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -236825.171875 Penalty: 2673.114502
	Iteration 20F: 3 clusters Score -236825.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -236847.578125 Penalty: 2673.114502
	Iteration 21Q: 3 clusters Score -236847.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -236881.187500 Penalty: 2673.114502
	Iteration 22Q: 3 clusters Score -236881.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -236926.546875 Penalty: 2673.114502
	Iteration 23Q: 3 clusters Score -236926.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -236963.921875 Penalty: 2673.114502
	Iteration 24Q: 3 clusters Score -236963.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -237003.906250 Penalty: 2673.114502
	Iteration 25Q: 3 clusters Score -237003.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -237042.796875 Penalty: 2673.114502
	Iteration 26Q: 3 clusters Score -237042.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -237082.000000 Penalty: 2673.114502
	Iteration 27Q: 3 clusters Score -237082 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -237118.937500 Penalty: 2673.114502
	Iteration 28Q: 3 clusters Score -237118.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -237143.765625 Penalty: 2673.114502
	Iteration 29Q: 3 clusters Score -237143.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -237159.937500 Penalty: 2673.114502
	Iteration 30Q: 3 clusters Score -237159.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -237175.468750 Penalty: 2673.114502
	Iteration 31Q: 3 clusters Score -237175.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -237195.296875 Penalty: 2673.114502
	Iteration 32Q: 3 clusters Score -237195.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -237220.468750 Penalty: 2673.114502
	Iteration 33Q: 3 clusters Score -237220.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -237238.656250 Penalty: 2673.114502
	Iteration 34Q: 3 clusters Score -237238.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -237258.687500 Penalty: 2673.114502
	Iteration 35Q: 3 clusters Score -237258.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -237273.453125 Penalty: 2673.114502
	Iteration 36Q: 3 clusters Score -237273.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -237286.953125 Penalty: 2673.114502
	Iteration 37Q: 3 clusters Score -237287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -237297.187500 Penalty: 2673.114502
	Iteration 38Q: 3 clusters Score -237297.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -237306.015625 Penalty: 2673.114502
	Iteration 39Q: 3 clusters Score -237306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -237312.968750 Penalty: 2673.114502
	Iteration 40F: 3 clusters Score -237313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -237320.562500 Penalty: 2673.114502
	Iteration 41Q: 3 clusters Score -237320.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -237325.484375 Penalty: 2673.114502
	Iteration 42Q: 3 clusters Score -237325.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -237326.359375 Penalty: 2673.114502
	Iteration 43Q: 3 clusters Score -237326.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -237326.359375 Penalty: 2673.114502
	Iteration 44F: 3 clusters Score -237326.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Entering Unmasked Estep 
Score: -95057.726562 Penalty: 1191.297363
	Iteration 0F: 2 clusters Score -95057.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -93293.250000 Penalty: 2382.594727
	Iteration 0F: 3 clusters Score -93293.25 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -93633.625000 Penalty: 2382.594727
	Iteration 1F: 3 clusters Score -93633.62 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -93704.671875 Penalty: 2382.594727
	Iteration 2F: 3 clusters Score -93704.67 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -93741.445312 Penalty: 2382.594727
	Iteration 3Q: 3 clusters Score -93741.45 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -93765.609375 Penalty: 2382.594727
	Iteration 4Q: 3 clusters Score -93765.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -93779.890625 Penalty: 2382.594727
	Iteration 5Q: 3 clusters Score -93779.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -93784.890625 Penalty: 2382.594727
	Iteration 6Q: 3 clusters Score -93784.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -93792.859375 Penalty: 2382.594727
	Iteration 7Q: 3 clusters Score -93792.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -93799.351562 Penalty: 2382.594727
	Iteration 8Q: 3 clusters Score -93799.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -93803.601562 Penalty: 2382.594727
	Iteration 9Q: 3 clusters Score -93803.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -93808.601562 Penalty: 2382.594727
	Iteration 10Q: 3 clusters Score -93808.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -93823.992188 Penalty: 2382.594727
	Iteration 11Q: 3 clusters Score -93823.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -93846.500000 Penalty: 2382.594727
	Iteration 12Q: 3 clusters Score -93846.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -93871.578125 Penalty: 2382.594727
	Iteration 13Q: 3 clusters Score -93871.58 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -93886.312500 Penalty: 2382.594727
	Iteration 14Q: 3 clusters Score -93886.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -93893.039062 Penalty: 2382.594727
	Iteration 15Q: 3 clusters Score -93893.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -93897.921875 Penalty: 2382.594727
	Iteration 16Q: 3 clusters Score -93897.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -93900.718750 Penalty: 2382.594727
	Iteration 17Q: 3 clusters Score -93900.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -93902.296875 Penalty: 2382.594727
	Iteration 18Q: 3 clusters Score -93902.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -93904.531250 Penalty: 2382.594727
	Iteration 19Q: 3 clusters Score -93904.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -93909.500000 Penalty: 2382.594727
	Iteration 20F: 3 clusters Score -93909.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -93914.226562 Penalty: 2382.594727
	Iteration 21Q: 3 clusters Score -93914.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -93917.453125 Penalty: 2382.594727
	Iteration 22Q: 3 clusters Score -93917.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -93918.789062 Penalty: 2382.594727
	Iteration 23Q: 3 clusters Score -93918.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -93918.789062 Penalty: 2382.594727
	Iteration 24F: 3 clusters Score -93918.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Entering Unmasked Estep 
Score: -533489.312500 Penalty: 1461.452026
	Iteration 0F: 2 clusters Score -533489.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -527561.375000 Penalty: 2922.904053
	Iteration 0F: 3 clusters Score -527561.4 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -529351.500000 Penalty: 2922.904053
	Iteration 1F: 3 clusters Score -529351.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -529529.125000 Penalty: 2922.904053
	Iteration 2F: 3 clusters Score -529529.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -529690.375000 Penalty: 2922.904053
	Iteration 3Q: 3 clusters Score -529690.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -529819.937500 Penalty: 2922.904053
	Iteration 4Q: 3 clusters Score -529819.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -529951.187500 Penalty: 2922.904053
	Iteration 5Q: 3 clusters Score -529951.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -530066.687500 Penalty: 2922.904053
	Iteration 6Q: 3 clusters Score -530066.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -530180.062500 Penalty: 2922.904053
	Iteration 7Q: 3 clusters Score -530180.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -530326.250000 Penalty: 2922.904053
	Iteration 8Q: 3 clusters Score -530326.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -530539.687500 Penalty: 2922.904053
	Iteration 9Q: 3 clusters Score -530539.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -530803.500000 Penalty: 2922.904053
	Iteration 10Q: 3 clusters Score -530803.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -531086.562500 Penalty: 2922.904053
	Iteration 11Q: 3 clusters Score -531086.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -531385.437500 Penalty: 2922.904053
	Iteration 12Q: 3 clusters Score -531385.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -531665.375000 Penalty: 2922.904053
	Iteration 13Q: 3 clusters Score -531665.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -531868.000000 Penalty: 2922.904053
	Iteration 14Q: 3 clusters Score -531868 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -531991.250000 Penalty: 2922.904053
	Iteration 15Q: 3 clusters Score -531991.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -532092.000000 Penalty: 2922.904053
	Iteration 16Q: 3 clusters Score -532092 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -532170.750000 Penalty: 2922.904053
	Iteration 17Q: 3 clusters Score -532170.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -532232.562500 Penalty: 2922.904053
	Iteration 18Q: 3 clusters Score -532232.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -532298.312500 Penalty: 2922.904053
	Iteration 19Q: 3 clusters Score -532298.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -532322.562500 Penalty: 2922.904053
	Iteration 20F: 3 clusters Score -532322.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -532346.312500 Penalty: 2922.904053
	Iteration 21Q: 3 clusters Score -532346.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -532368.375000 Penalty: 2922.904053
	Iteration 22Q: 3 clusters Score -532368.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -532388.312500 Penalty: 2922.904053
	Iteration 23Q: 3 clusters Score -532388.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -532403.062500 Penalty: 2922.904053
	Iteration 24Q: 3 clusters Score -532403.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -532409.375000 Penalty: 2922.904053
	Iteration 25Q: 3 clusters Score -532409.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -532414.687500 Penalty: 2922.904053
	Iteration 26Q: 3 clusters Score -532414.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -532418.562500 Penalty: 2922.904053
	Iteration 27Q: 3 clusters Score -532418.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -532424.687500 Penalty: 2922.904053
	Iteration 28Q: 3 clusters Score -532424.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -532432.500000 Penalty: 2922.904053
	Iteration 29Q: 3 clusters Score -532432.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -532443.312500 Penalty: 2922.904053
	Iteration 30Q: 3 clusters Score -532443.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -532447.937500 Penalty: 2922.904053
	Iteration 31Q: 3 clusters Score -532447.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -532453.187500 Penalty: 2922.904053
	Iteration 32Q: 3 clusters Score -532453.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -532456.562500 Penalty: 2922.904053
	Iteration 33Q: 3 clusters Score -532456.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -532463.125000 Penalty: 2922.904053
	Iteration 34Q: 3 clusters Score -532463.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -532466.562500 Penalty: 2922.904053
	Iteration 35Q: 3 clusters Score -532466.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -532470.000000 Penalty: 2922.904053
	Iteration 36Q: 3 clusters Score -532470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -532474.500000 Penalty: 2922.904053
	Iteration 37Q: 3 clusters Score -532474.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -532477.875000 Penalty: 2922.904053
	Iteration 38Q: 3 clusters Score -532477.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -532483.187500 Penalty: 2922.904053
	Iteration 39Q: 3 clusters Score -532483.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -532489.062500 Penalty: 2922.904053
	Iteration 40F: 3 clusters Score -532489.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -532493.500000 Penalty: 2922.904053
	Iteration 41Q: 3 clusters Score -532493.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -532497.187500 Penalty: 2922.904053
	Iteration 42Q: 3 clusters Score -532497.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -532501.000000 Penalty: 2922.904053
	Iteration 43Q: 3 clusters Score -532501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -532505.000000 Penalty: 2922.904053
	Iteration 44Q: 3 clusters Score -532505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -532511.187500 Penalty: 2922.904053
	Iteration 45Q: 3 clusters Score -532511.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -532516.312500 Penalty: 2922.904053
	Iteration 46Q: 3 clusters Score -532516.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -532517.937500 Penalty: 2922.904053
	Iteration 47Q: 3 clusters Score -532517.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -532520.187500 Penalty: 2922.904053
	Iteration 48Q: 3 clusters Score -532520.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -532520.000000 Penalty: 2922.904053
	Iteration 49Q: 3 clusters Score -532520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -532520.000000 Penalty: 2922.904053
	Iteration 50F: 3 clusters Score -532520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Entering Unmasked Estep 
Score: -812428.625000 Penalty: 1528.766968
	Iteration 0F: 2 clusters Score -812428.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -803819.812500 Penalty: 3057.533936
	Iteration 0F: 3 clusters Score -803819.8 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -806637.562500 Penalty: 3057.533936
	Iteration 1F: 3 clusters Score -806637.6 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -806887.312500 Penalty: 3057.533936
	Iteration 2F: 3 clusters Score -806887.3 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -807151.250000 Penalty: 3057.533936
	Iteration 3F: 3 clusters Score -807151.2 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -807400.062500 Penalty: 3057.533936
	Iteration 4Q: 3 clusters Score -807400.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -807690.125000 Penalty: 3057.533936
	Iteration 5Q: 3 clusters Score -807690.1 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -808074.625000 Penalty: 3057.533936
	Iteration 6F: 3 clusters Score -808074.6 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -808660.000000 Penalty: 3057.533936
	Iteration 7F: 3 clusters Score -808660 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -809383.562500 Penalty: 3057.533936
	Iteration 8F: 3 clusters Score -809383.6 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -810120.687500 Penalty: 3057.533936
	Iteration 9F: 3 clusters Score -810120.7 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -810659.000000 Penalty: 3057.533936
	Iteration 10Q: 3 clusters Score -810659 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -810956.500000 Penalty: 3057.533936
	Iteration 11Q: 3 clusters Score -810956.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -811098.687500 Penalty: 3057.533936
	Iteration 12Q: 3 clusters Score -811098.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -811167.312500 Penalty: 3057.533936
	Iteration 13Q: 3 clusters Score -811167.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -811198.812500 Penalty: 3057.533936
	Iteration 14Q: 3 clusters Score -811198.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -811219.875000 Penalty: 3057.533936
	Iteration 15Q: 3 clusters Score -811219.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -811241.375000 Penalty: 3057.533936
	Iteration 16Q: 3 clusters Score -811241.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -811258.625000 Penalty: 3057.533936
	Iteration 17Q: 3 clusters Score -811258.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -811272.375000 Penalty: 3057.533936
	Iteration 18Q: 3 clusters Score -811272.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -811276.562500 Penalty: 3057.533936
	Iteration 19Q: 3 clusters Score -811276.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -811288.187500 Penalty: 3057.533936
	Iteration 20F: 3 clusters Score -811288.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -811296.062500 Penalty: 3057.533936
	Iteration 21Q: 3 clusters Score -811296.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -811302.500000 Penalty: 3057.533936
	Iteration 22Q: 3 clusters Score -811302.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -811304.437500 Penalty: 3057.533936
	Iteration 23Q: 3 clusters Score -811304.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -811306.250000 Penalty: 3057.533936
	Iteration 24Q: 3 clusters Score -811306.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -811306.250000 Penalty: 3057.533936
	Iteration 25Q: 3 clusters Score -811306.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -811306.437500 Penalty: 3057.533936
	Iteration 26Q: 3 clusters Score -811306.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -811306.437500 Penalty: 3057.533936
	Iteration 27F: 3 clusters Score -811306.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Entering Unmasked Estep 
Score: -509738.031250 Penalty: 1470.671997
	Iteration 0F: 2 clusters Score -509738 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 4292 members 
Entering Unmasked Estep 
Score: -503591.062500 Penalty: 2941.343994
	Iteration 0F: 3 clusters Score -503591.1 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -505452.906250 Penalty: 2941.343994
	Iteration 1F: 3 clusters Score -505452.9 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -505709.812500 Penalty: 2941.343994
	Iteration 2F: 3 clusters Score -505709.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -505893.343750 Penalty: 2941.343994
	Iteration 3F: 3 clusters Score -505893.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -506056.750000 Penalty: 2941.343994
	Iteration 4Q: 3 clusters Score -506056.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -506192.500000 Penalty: 2941.343994
	Iteration 5Q: 3 clusters Score -506192.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -506292.093750 Penalty: 2941.343994
	Iteration 6Q: 3 clusters Score -506292.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -506388.656250 Penalty: 2941.343994
	Iteration 7Q: 3 clusters Score -506388.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -506475.031250 Penalty: 2941.343994
	Iteration 8Q: 3 clusters Score -506475 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -506569.718750 Penalty: 2941.343994
	Iteration 9Q: 3 clusters Score -506569.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -506652.531250 Penalty: 2941.343994
	Iteration 10Q: 3 clusters Score -506652.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -506720.781250 Penalty: 2941.343994
	Iteration 11Q: 3 clusters Score -506720.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -506783.687500 Penalty: 2941.343994
	Iteration 12Q: 3 clusters Score -506783.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -506839.531250 Penalty: 2941.343994
	Iteration 13Q: 3 clusters Score -506839.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -506898.968750 Penalty: 2941.343994
	Iteration 14Q: 3 clusters Score -506899 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -506959.750000 Penalty: 2941.343994
	Iteration 15Q: 3 clusters Score -506959.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -507039.531250 Penalty: 2941.343994
	Iteration 16Q: 3 clusters Score -507039.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -507108.468750 Penalty: 2941.343994
	Iteration 17Q: 3 clusters Score -507108.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -507176.968750 Penalty: 2941.343994
	Iteration 18Q: 3 clusters Score -507177 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -507233.468750 Penalty: 2941.343994
	Iteration 19Q: 3 clusters Score -507233.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -507290.031250 Penalty: 2941.343994
	Iteration 20F: 3 clusters Score -507290 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -507332.375000 Penalty: 2941.343994
	Iteration 21Q: 3 clusters Score -507332.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -507374.187500 Penalty: 2941.343994
	Iteration 22Q: 3 clusters Score -507374.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -507408.656250 Penalty: 2941.343994
	Iteration 23Q: 3 clusters Score -507408.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -507430.781250 Penalty: 2941.343994
	Iteration 24Q: 3 clusters Score -507430.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -507440.750000 Penalty: 2941.343994
	Iteration 25Q: 3 clusters Score -507440.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -507450.656250 Penalty: 2941.343994
	Iteration 26Q: 3 clusters Score -507450.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -507455.812500 Penalty: 2941.343994
	Iteration 27Q: 3 clusters Score -507455.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -507462.843750 Penalty: 2941.343994
	Iteration 28Q: 3 clusters Score -507462.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -507467.218750 Penalty: 2941.343994
	Iteration 29Q: 3 clusters Score -507467.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -507470.375000 Penalty: 2941.343994
	Iteration 30Q: 3 clusters Score -507470.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -507475.875000 Penalty: 2941.343994
	Iteration 31Q: 3 clusters Score -507475.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -507483.875000 Penalty: 2941.343994
	Iteration 32Q: 3 clusters Score -507483.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -507490.625000 Penalty: 2941.343994
	Iteration 33Q: 3 clusters Score -507490.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -507497.468750 Penalty: 2941.343994
	Iteration 34Q: 3 clusters Score -507497.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -507503.937500 Penalty: 2941.343994
	Iteration 35Q: 3 clusters Score -507503.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -507510.312500 Penalty: 2941.343994
	Iteration 36Q: 3 clusters Score -507510.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -507516.843750 Penalty: 2941.343994
	Iteration 37Q: 3 clusters Score -507516.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -507524.906250 Penalty: 2941.343994
	Iteration 38Q: 3 clusters Score -507524.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -507532.843750 Penalty: 2941.343994
	Iteration 39Q: 3 clusters Score -507532.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -507539.312500 Penalty: 2941.343994
	Iteration 40F: 3 clusters Score -507539.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -507547.937500 Penalty: 2941.343994
	Iteration 41Q: 3 clusters Score -507547.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -507558.500000 Penalty: 2941.343994
	Iteration 42Q: 3 clusters Score -507558.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -507567.312500 Penalty: 2941.343994
	Iteration 43Q: 3 clusters Score -507567.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -507574.406250 Penalty: 2941.343994
	Iteration 44Q: 3 clusters Score -507574.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -507583.718750 Penalty: 2941.343994
	Iteration 45Q: 3 clusters Score -507583.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -507598.656250 Penalty: 2941.343994
	Iteration 46Q: 3 clusters Score -507598.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -507613.656250 Penalty: 2941.343994
	Iteration 47Q: 3 clusters Score -507613.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -507629.406250 Penalty: 2941.343994
	Iteration 48Q: 3 clusters Score -507629.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -507652.062500 Penalty: 2941.343994
	Iteration 49Q: 3 clusters Score -507652.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -507679.125000 Penalty: 2941.343994
	Iteration 50Q: 3 clusters Score -507679.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -507711.781250 Penalty: 2941.343994
	Iteration 51Q: 3 clusters Score -507711.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -507748.531250 Penalty: 2941.343994
	Iteration 52Q: 3 clusters Score -507748.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -507791.812500 Penalty: 2941.343994
	Iteration 53Q: 3 clusters Score -507791.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -507850.625000 Penalty: 2941.343994
	Iteration 54Q: 3 clusters Score -507850.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -507921.468750 Penalty: 2941.343994
	Iteration 55Q: 3 clusters Score -507921.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -507988.468750 Penalty: 2941.343994
	Iteration 56Q: 3 clusters Score -507988.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -508033.375000 Penalty: 2941.343994
	Iteration 57Q: 3 clusters Score -508033.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -508077.750000 Penalty: 2941.343994
	Iteration 58Q: 3 clusters Score -508077.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -508121.468750 Penalty: 2941.343994
	Iteration 59Q: 3 clusters Score -508121.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -508159.406250 Penalty: 2941.343994
	Iteration 60F: 3 clusters Score -508159.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -508192.500000 Penalty: 2941.343994
	Iteration 61Q: 3 clusters Score -508192.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -508223.437500 Penalty: 2941.343994
	Iteration 62Q: 3 clusters Score -508223.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -508246.718750 Penalty: 2941.343994
	Iteration 63Q: 3 clusters Score -508246.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -508265.531250 Penalty: 2941.343994
	Iteration 64Q: 3 clusters Score -508265.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -508282.500000 Penalty: 2941.343994
	Iteration 65Q: 3 clusters Score -508282.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -508303.281250 Penalty: 2941.343994
	Iteration 66Q: 3 clusters Score -508303.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -508323.093750 Penalty: 2941.343994
	Iteration 67Q: 3 clusters Score -508323.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -508354.906250 Penalty: 2941.343994
	Iteration 68Q: 3 clusters Score -508354.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -508380.718750 Penalty: 2941.343994
	Iteration 69Q: 3 clusters Score -508380.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -508405.781250 Penalty: 2941.343994
	Iteration 70Q: 3 clusters Score -508405.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -508421.625000 Penalty: 2941.343994
	Iteration 71Q: 3 clusters Score -508421.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -508447.531250 Penalty: 2941.343994
	Iteration 72Q: 3 clusters Score -508447.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -508466.062500 Penalty: 2941.343994
	Iteration 73Q: 3 clusters Score -508466.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -508474.718750 Penalty: 2941.343994
	Iteration 74Q: 3 clusters Score -508474.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -508481.656250 Penalty: 2941.343994
	Iteration 75Q: 3 clusters Score -508481.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -508490.312500 Penalty: 2941.343994
	Iteration 76Q: 3 clusters Score -508490.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -508496.937500 Penalty: 2941.343994
	Iteration 77Q: 3 clusters Score -508496.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -508499.500000 Penalty: 2941.343994
	Iteration 78Q: 3 clusters Score -508499.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -508504.687500 Penalty: 2941.343994
	Iteration 79Q: 3 clusters Score -508504.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -508508.906250 Penalty: 2941.343994
	Iteration 80F: 3 clusters Score -508508.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -508514.531250 Penalty: 2941.343994
	Iteration 81Q: 3 clusters Score -508514.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -508520.781250 Penalty: 2941.343994
	Iteration 82Q: 3 clusters Score -508520.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -508527.031250 Penalty: 2941.343994
	Iteration 83Q: 3 clusters Score -508527 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -508531.187500 Penalty: 2941.343994
	Iteration 84Q: 3 clusters Score -508531.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -508535.812500 Penalty: 2941.343994
	Iteration 85Q: 3 clusters Score -508535.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -508538.750000 Penalty: 2941.343994
	Iteration 86Q: 3 clusters Score -508538.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -508540.312500 Penalty: 2941.343994
	Iteration 87Q: 3 clusters Score -508540.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -508542.625000 Penalty: 2941.343994
	Iteration 88Q: 3 clusters Score -508542.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -508542.843750 Penalty: 2941.343994
	Iteration 89Q: 3 clusters Score -508542.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -508544.375000 Penalty: 2941.343994
	Iteration 90Q: 3 clusters Score -508544.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -508544.812500 Penalty: 2941.343994
	Iteration 91Q: 3 clusters Score -508544.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -508546.000000 Penalty: 2941.343994
	Iteration 92Q: 3 clusters Score -508546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -508544.968750 Penalty: 2941.343994
	Iteration 93Q: 3 clusters Score -508545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -508545.750000 Penalty: 2941.343994
	Iteration 94Q: 3 clusters Score -508545.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -508547.281250 Penalty: 2941.343994
	Iteration 95Q: 3 clusters Score -508547.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -508547.281250 Penalty: 2941.343994
	Iteration 96F: 3 clusters Score -508547.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10787 members 
Mstep: Class 4 contains 4072 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 76489 members 
Mstep: Class 9 contains 5845 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484423 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 8521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200784.000000 Penalty: 37101.382812
Iteration 239Q: 18 clusters Score -4.220078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10786 members 
Mstep: Class 4 contains 4071 members 
Mstep: Class 5 contains 5748 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5847 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484423 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 8521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200780.000000 Penalty: 37101.382812
Iteration 240F: 18 clusters Score -4.220078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10786 members 
Mstep: Class 4 contains 4070 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5848 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484423 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 8521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200764.000000 Penalty: 37101.382812
Iteration 241Q: 18 clusters Score -4.220076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10785 members 
Mstep: Class 4 contains 4070 members 
Mstep: Class 5 contains 5748 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 7942 members 
Mstep: Class 8 contains 76487 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484423 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 8521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200752.000000 Penalty: 37101.382812
Iteration 242Q: 18 clusters Score -4.220075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10784 members 
Mstep: Class 4 contains 4070 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 7942 members 
Mstep: Class 8 contains 76487 members 
Mstep: Class 9 contains 5851 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484422 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 8521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200752.000000 Penalty: 37101.382812
Iteration 243Q: 18 clusters Score -4.220075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10783 members 
Mstep: Class 4 contains 4069 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 7942 members 
Mstep: Class 8 contains 76487 members 
Mstep: Class 9 contains 5853 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484422 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 8521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200756.000000 Penalty: 37101.382812
Iteration 244Q: 18 clusters Score -4.220076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10782 members 
Mstep: Class 4 contains 4069 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 7942 members 
Mstep: Class 8 contains 76486 members 
Mstep: Class 9 contains 5855 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484422 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 8521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200744.000000 Penalty: 37101.382812
Iteration 245Q: 18 clusters Score -4.220074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10781 members 
Mstep: Class 4 contains 4069 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 7942 members 
Mstep: Class 8 contains 76486 members 
Mstep: Class 9 contains 5856 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484422 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 8521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200752.000000 Penalty: 37101.382812
Iteration 246Q: 18 clusters Score -4.220075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10780 members 
Mstep: Class 4 contains 4067 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 7942 members 
Mstep: Class 8 contains 76486 members 
Mstep: Class 9 contains 5858 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484423 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 8521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200768.000000 Penalty: 37101.382812
Iteration 247Q: 18 clusters Score -4.220077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10778 members 
Mstep: Class 4 contains 4066 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 7942 members 
Mstep: Class 8 contains 76486 members 
Mstep: Class 9 contains 5859 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484425 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 8521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200760.000000 Penalty: 37101.382812
Iteration 248Q: 18 clusters Score -4.220076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10775 members 
Mstep: Class 4 contains 4065 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 76486 members 
Mstep: Class 9 contains 5860 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484427 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 8521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200760.000000 Penalty: 37101.382812
Iteration 249Q: 18 clusters Score -4.220076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10774 members 
Mstep: Class 4 contains 4065 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 7942 members 
Mstep: Class 8 contains 76487 members 
Mstep: Class 9 contains 5861 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484427 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 8521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200776.000000 Penalty: 37101.382812
Iteration 250Q: 18 clusters Score -4.220078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10772 members 
Mstep: Class 4 contains 4065 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 7942 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5862 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484427 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 8521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200772.000000 Penalty: 37101.382812
Iteration 251Q: 18 clusters Score -4.220077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10772 members 
Mstep: Class 4 contains 4065 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 7941 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5863 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484427 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 8521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200776.000000 Penalty: 37101.382812
Iteration 252Q: 18 clusters Score -4.220078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10772 members 
Mstep: Class 4 contains 4065 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 7940 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5864 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484427 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 8521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200768.000000 Penalty: 37101.382812
Iteration 253Q: 18 clusters Score -4.220077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10772 members 
Mstep: Class 4 contains 4065 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 7940 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5865 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484427 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 8520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200776.000000 Penalty: 37101.382812
Iteration 254Q: 18 clusters Score -4.220078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10772 members 
Mstep: Class 4 contains 4065 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 7940 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5866 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484428 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 8518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200780.000000 Penalty: 37101.382812
Iteration 255Q: 18 clusters Score -4.220078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10772 members 
Mstep: Class 4 contains 4065 members 
Mstep: Class 5 contains 5748 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 7940 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5868 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484428 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 8517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200780.000000 Penalty: 37101.382812
Iteration 256Q: 18 clusters Score -4.220078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10772 members 
Mstep: Class 4 contains 4064 members 
Mstep: Class 5 contains 5748 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 7940 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 5870 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484428 members 
Mstep: Class 16 contains 3732 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 8517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200784.000000 Penalty: 37101.382812
Iteration 257Q: 18 clusters Score -4.220078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10772 members 
Mstep: Class 4 contains 4063 members 
Mstep: Class 5 contains 5748 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 7939 members 
Mstep: Class 8 contains 76490 members 
Mstep: Class 9 contains 5869 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484427 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 8518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200788.000000 Penalty: 37101.382812
Iteration 258Q: 18 clusters Score -4.220079e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10772 members 
Mstep: Class 4 contains 4062 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 7938 members 
Mstep: Class 8 contains 76490 members 
Mstep: Class 9 contains 5871 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484427 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 8517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200772.000000 Penalty: 37101.382812
Iteration 259Q: 18 clusters Score -4.220077e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10774 members 
Mstep: Class 4 contains 4061 members 
Mstep: Class 5 contains 5748 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 7939 members 
Mstep: Class 8 contains 76490 members 
Mstep: Class 9 contains 5870 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484429 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 8515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200760.000000 Penalty: 37101.382812
Iteration 260F: 18 clusters Score -4.220076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10775 members 
Mstep: Class 4 contains 4061 members 
Mstep: Class 5 contains 5748 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 7939 members 
Mstep: Class 8 contains 76490 members 
Mstep: Class 9 contains 5869 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484429 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 8515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200748.000000 Penalty: 37101.382812
Iteration 261Q: 18 clusters Score -4.220075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10776 members 
Mstep: Class 4 contains 4061 members 
Mstep: Class 5 contains 5748 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 7939 members 
Mstep: Class 8 contains 76490 members 
Mstep: Class 9 contains 5869 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484427 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 8516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200756.000000 Penalty: 37101.382812
Iteration 262Q: 18 clusters Score -4.220076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10777 members 
Mstep: Class 4 contains 4061 members 
Mstep: Class 5 contains 5748 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 7939 members 
Mstep: Class 8 contains 76490 members 
Mstep: Class 9 contains 5869 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484426 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 8516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200748.000000 Penalty: 37101.382812
Iteration 263Q: 18 clusters Score -4.220075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10778 members 
Mstep: Class 4 contains 4061 members 
Mstep: Class 5 contains 5748 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 7939 members 
Mstep: Class 8 contains 76490 members 
Mstep: Class 9 contains 5869 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484425 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 8516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200772.000000 Penalty: 37101.382812
Iteration 264Q: 18 clusters Score -4.220077e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 10778 members 
Mstep: Class 4 contains 4061 members 
Mstep: Class 5 contains 5748 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 7939 members 
Mstep: Class 8 contains 76490 members 
Mstep: Class 9 contains 5869 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 484425 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 8516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42200772.000000 Penalty: 37101.382812
Iteration 265F: 18 clusters Score -4.220077e+07 nChanged 0
Entering ConstructFrom: 
Score: -42200772.000000 Penalty: 37101.382812
Entering ConstructFrom: 
Trying to split cluster 1 (6324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Entering Unmasked Estep 
Score: -400086.156250 Penalty: 1422.217529
	Iteration 0F: 2 clusters Score -400086.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -395280.781250 Penalty: 2844.435059
	Iteration 0F: 3 clusters Score -395280.8 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -396700.843750 Penalty: 2844.435059
	Iteration 1F: 3 clusters Score -396700.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -397013.062500 Penalty: 2844.435059
	Iteration 2F: 3 clusters Score -397013.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -397267.218750 Penalty: 2844.435059
	Iteration 3F: 3 clusters Score -397267.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -397505.468750 Penalty: 2844.435059
	Iteration 4F: 3 clusters Score -397505.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -397759.250000 Penalty: 2844.435059
	Iteration 5F: 3 clusters Score -397759.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -397999.343750 Penalty: 2844.435059
	Iteration 6F: 3 clusters Score -397999.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -398186.125000 Penalty: 2844.435059
	Iteration 7Q: 3 clusters Score -398186.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -398333.375000 Penalty: 2844.435059
	Iteration 8Q: 3 clusters Score -398333.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -398446.000000 Penalty: 2844.435059
	Iteration 9Q: 3 clusters Score -398446 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -398524.906250 Penalty: 2844.435059
	Iteration 10Q: 3 clusters Score -398524.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -398585.218750 Penalty: 2844.435059
	Iteration 11Q: 3 clusters Score -398585.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -398634.625000 Penalty: 2844.435059
	Iteration 12Q: 3 clusters Score -398634.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -398663.000000 Penalty: 2844.435059
	Iteration 13Q: 3 clusters Score -398663 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -398676.593750 Penalty: 2844.435059
	Iteration 14Q: 3 clusters Score -398676.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -398684.343750 Penalty: 2844.435059
	Iteration 15Q: 3 clusters Score -398684.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -398689.343750 Penalty: 2844.435059
	Iteration 16Q: 3 clusters Score -398689.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -398692.750000 Penalty: 2844.435059
	Iteration 17Q: 3 clusters Score -398692.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -398694.812500 Penalty: 2844.435059
	Iteration 18Q: 3 clusters Score -398694.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -398697.843750 Penalty: 2844.435059
	Iteration 19Q: 3 clusters Score -398697.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -398697.968750 Penalty: 2844.435059
	Iteration 20F: 3 clusters Score -398698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Entering Unmasked Estep 
Score: -1830108.125000 Penalty: 1665.005859
	Iteration 0F: 2 clusters Score -1830108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1811048.250000 Penalty: 3330.011719
	Iteration 0F: 3 clusters Score -1811048 nChanged 13000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1818373.750000 Penalty: 3330.011719
	Iteration 1F: 3 clusters Score -1818374 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1818878.125000 Penalty: 3330.011719
	Iteration 2Q: 3 clusters Score -1818878 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1819559.125000 Penalty: 3330.011719
	Iteration 3F: 3 clusters Score -1819559 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1820551.875000 Penalty: 3330.011719
	Iteration 4F: 3 clusters Score -1820552 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1821797.250000 Penalty: 3330.011719
	Iteration 5F: 3 clusters Score -1821797 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1823321.625000 Penalty: 3330.011719
	Iteration 6F: 3 clusters Score -1823322 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1824800.500000 Penalty: 3330.011719
	Iteration 7F: 3 clusters Score -1824800 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1826048.125000 Penalty: 3330.011719
	Iteration 8F: 3 clusters Score -1826048 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1827033.375000 Penalty: 3330.011719
	Iteration 9Q: 3 clusters Score -1827033 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1827709.375000 Penalty: 3330.011719
	Iteration 10Q: 3 clusters Score -1827709 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1828117.625000 Penalty: 3330.011719
	Iteration 11Q: 3 clusters Score -1828118 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1828347.875000 Penalty: 3330.011719
	Iteration 12Q: 3 clusters Score -1828348 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1828469.625000 Penalty: 3330.011719
	Iteration 13Q: 3 clusters Score -1828470 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1828556.250000 Penalty: 3330.011719
	Iteration 14Q: 3 clusters Score -1828556 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1828602.625000 Penalty: 3330.011719
	Iteration 15Q: 3 clusters Score -1828603 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1828635.375000 Penalty: 3330.011719
	Iteration 16Q: 3 clusters Score -1828635 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1828659.125000 Penalty: 3330.011719
	Iteration 17Q: 3 clusters Score -1828659 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1828673.500000 Penalty: 3330.011719
	Iteration 18Q: 3 clusters Score -1828674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1828683.500000 Penalty: 3330.011719
	Iteration 19Q: 3 clusters Score -1828684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1828693.625000 Penalty: 3330.011719
	Iteration 20F: 3 clusters Score -1828694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1828697.000000 Penalty: 3330.011719
	Iteration 21Q: 3 clusters Score -1828697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1828698.125000 Penalty: 3330.011719
	Iteration 22Q: 3 clusters Score -1828698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1828700.500000 Penalty: 3330.011719
	Iteration 23Q: 3 clusters Score -1828700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1828703.375000 Penalty: 3330.011719
	Iteration 24Q: 3 clusters Score -1828703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1828702.625000 Penalty: 3330.011719
	Iteration 25Q: 3 clusters Score -1828703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1828708.500000 Penalty: 3330.011719
	Iteration 26Q: 3 clusters Score -1828708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1828707.750000 Penalty: 3330.011719
	Iteration 27Q: 3 clusters Score -1828708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1828710.000000 Penalty: 3330.011719
	Iteration 28Q: 3 clusters Score -1828710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1828708.750000 Penalty: 3330.011719
	Iteration 29Q: 3 clusters Score -1828709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1828708.750000 Penalty: 3330.011719
	Iteration 30Q: 3 clusters Score -1828709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1828708.750000 Penalty: 3330.011719
	Iteration 31F: 3 clusters Score -1828709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Entering Unmasked Estep 
Score: -696589.062500 Penalty: 1508.855103
	Iteration 0F: 2 clusters Score -696589.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -688866.875000 Penalty: 3017.710205
	Iteration 0F: 3 clusters Score -688866.9 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -691347.187500 Penalty: 3017.710205
	Iteration 1F: 3 clusters Score -691347.2 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -691594.937500 Penalty: 3017.710205
	Iteration 2F: 3 clusters Score -691594.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -691784.000000 Penalty: 3017.710205
	Iteration 3Q: 3 clusters Score -691784 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -691921.437500 Penalty: 3017.710205
	Iteration 4Q: 3 clusters Score -691921.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -692040.125000 Penalty: 3017.710205
	Iteration 5Q: 3 clusters Score -692040.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -692135.687500 Penalty: 3017.710205
	Iteration 6Q: 3 clusters Score -692135.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -692228.375000 Penalty: 3017.710205
	Iteration 7Q: 3 clusters Score -692228.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -692335.125000 Penalty: 3017.710205
	Iteration 8Q: 3 clusters Score -692335.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -692446.875000 Penalty: 3017.710205
	Iteration 9Q: 3 clusters Score -692446.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -692572.875000 Penalty: 3017.710205
	Iteration 10Q: 3 clusters Score -692572.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -692720.625000 Penalty: 3017.710205
	Iteration 11Q: 3 clusters Score -692720.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -692882.312500 Penalty: 3017.710205
	Iteration 12Q: 3 clusters Score -692882.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -693075.375000 Penalty: 3017.710205
	Iteration 13Q: 3 clusters Score -693075.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -693308.562500 Penalty: 3017.710205
	Iteration 14Q: 3 clusters Score -693308.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -693556.562500 Penalty: 3017.710205
	Iteration 15Q: 3 clusters Score -693556.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -693804.250000 Penalty: 3017.710205
	Iteration 16Q: 3 clusters Score -693804.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -694038.937500 Penalty: 3017.710205
	Iteration 17Q: 3 clusters Score -694038.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -694248.500000 Penalty: 3017.710205
	Iteration 18Q: 3 clusters Score -694248.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -694443.312500 Penalty: 3017.710205
	Iteration 19Q: 3 clusters Score -694443.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -694624.625000 Penalty: 3017.710205
	Iteration 20F: 3 clusters Score -694624.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -694776.125000 Penalty: 3017.710205
	Iteration 21Q: 3 clusters Score -694776.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -694891.562500 Penalty: 3017.710205
	Iteration 22Q: 3 clusters Score -694891.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -694990.062500 Penalty: 3017.710205
	Iteration 23Q: 3 clusters Score -694990.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -695053.187500 Penalty: 3017.710205
	Iteration 24Q: 3 clusters Score -695053.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -695092.500000 Penalty: 3017.710205
	Iteration 25Q: 3 clusters Score -695092.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -695123.562500 Penalty: 3017.710205
	Iteration 26Q: 3 clusters Score -695123.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -695154.500000 Penalty: 3017.710205
	Iteration 27Q: 3 clusters Score -695154.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -695174.062500 Penalty: 3017.710205
	Iteration 28Q: 3 clusters Score -695174.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -695191.250000 Penalty: 3017.710205
	Iteration 29Q: 3 clusters Score -695191.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -695206.562500 Penalty: 3017.710205
	Iteration 30Q: 3 clusters Score -695206.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -695217.625000 Penalty: 3017.710205
	Iteration 31Q: 3 clusters Score -695217.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -695225.375000 Penalty: 3017.710205
	Iteration 32Q: 3 clusters Score -695225.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -695231.500000 Penalty: 3017.710205
	Iteration 33Q: 3 clusters Score -695231.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -695236.875000 Penalty: 3017.710205
	Iteration 34Q: 3 clusters Score -695236.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -695241.375000 Penalty: 3017.710205
	Iteration 35Q: 3 clusters Score -695241.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -695242.937500 Penalty: 3017.710205
	Iteration 36Q: 3 clusters Score -695242.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -695245.750000 Penalty: 3017.710205
	Iteration 37Q: 3 clusters Score -695245.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -695246.812500 Penalty: 3017.710205
	Iteration 38Q: 3 clusters Score -695246.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -695250.437500 Penalty: 3017.710205
	Iteration 39Q: 3 clusters Score -695250.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -695253.000000 Penalty: 3017.710205
	Iteration 40F: 3 clusters Score -695253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -695258.875000 Penalty: 3017.710205
	Iteration 41Q: 3 clusters Score -695258.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -695262.562500 Penalty: 3017.710205
	Iteration 42Q: 3 clusters Score -695262.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -695266.937500 Penalty: 3017.710205
	Iteration 43Q: 3 clusters Score -695266.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -695270.000000 Penalty: 3017.710205
	Iteration 44Q: 3 clusters Score -695270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -695271.625000 Penalty: 3017.710205
	Iteration 45Q: 3 clusters Score -695271.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -695271.875000 Penalty: 3017.710205
	Iteration 46Q: 3 clusters Score -695271.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -695273.625000 Penalty: 3017.710205
	Iteration 47Q: 3 clusters Score -695273.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -695277.312500 Penalty: 3017.710205
	Iteration 48Q: 3 clusters Score -695277.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -695278.250000 Penalty: 3017.710205
	Iteration 49Q: 3 clusters Score -695278.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -695278.875000 Penalty: 3017.710205
	Iteration 50Q: 3 clusters Score -695278.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -695278.875000 Penalty: 3017.710205
	Iteration 51F: 3 clusters Score -695278.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Entering Unmasked Estep 
Score: -254109.578125 Penalty: 1350.242432
	Iteration 0F: 2 clusters Score -254109.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -250701.078125 Penalty: 2700.484863
	Iteration 0F: 3 clusters Score -250701.1 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -251608.703125 Penalty: 2700.484863
	Iteration 1F: 3 clusters Score -251608.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -251766.484375 Penalty: 2700.484863
	Iteration 2F: 3 clusters Score -251766.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -251862.156250 Penalty: 2700.484863
	Iteration 3Q: 3 clusters Score -251862.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -251931.187500 Penalty: 2700.484863
	Iteration 4Q: 3 clusters Score -251931.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -251981.765625 Penalty: 2700.484863
	Iteration 5Q: 3 clusters Score -251981.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -252025.359375 Penalty: 2700.484863
	Iteration 6Q: 3 clusters Score -252025.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -252060.000000 Penalty: 2700.484863
	Iteration 7Q: 3 clusters Score -252060 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -252081.609375 Penalty: 2700.484863
	Iteration 8Q: 3 clusters Score -252081.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -252099.687500 Penalty: 2700.484863
	Iteration 9Q: 3 clusters Score -252099.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -252115.484375 Penalty: 2700.484863
	Iteration 10Q: 3 clusters Score -252115.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -252132.078125 Penalty: 2700.484863
	Iteration 11Q: 3 clusters Score -252132.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -252150.718750 Penalty: 2700.484863
	Iteration 12Q: 3 clusters Score -252150.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -252168.562500 Penalty: 2700.484863
	Iteration 13Q: 3 clusters Score -252168.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -252188.828125 Penalty: 2700.484863
	Iteration 14Q: 3 clusters Score -252188.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -252211.812500 Penalty: 2700.484863
	Iteration 15Q: 3 clusters Score -252211.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -252236.187500 Penalty: 2700.484863
	Iteration 16Q: 3 clusters Score -252236.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -252263.468750 Penalty: 2700.484863
	Iteration 17Q: 3 clusters Score -252263.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -252293.000000 Penalty: 2700.484863
	Iteration 18Q: 3 clusters Score -252293 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -252324.156250 Penalty: 2700.484863
	Iteration 19Q: 3 clusters Score -252324.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -252356.890625 Penalty: 2700.484863
	Iteration 20F: 3 clusters Score -252356.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -252387.734375 Penalty: 2700.484863
	Iteration 21Q: 3 clusters Score -252387.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -252419.812500 Penalty: 2700.484863
	Iteration 22Q: 3 clusters Score -252419.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -252456.234375 Penalty: 2700.484863
	Iteration 23Q: 3 clusters Score -252456.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -252482.015625 Penalty: 2700.484863
	Iteration 24Q: 3 clusters Score -252482 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -252506.343750 Penalty: 2700.484863
	Iteration 25Q: 3 clusters Score -252506.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -252533.484375 Penalty: 2700.484863
	Iteration 26Q: 3 clusters Score -252533.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -252556.500000 Penalty: 2700.484863
	Iteration 27Q: 3 clusters Score -252556.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -252579.890625 Penalty: 2700.484863
	Iteration 28Q: 3 clusters Score -252579.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -252594.562500 Penalty: 2700.484863
	Iteration 29Q: 3 clusters Score -252594.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -252604.625000 Penalty: 2700.484863
	Iteration 30Q: 3 clusters Score -252604.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -252612.906250 Penalty: 2700.484863
	Iteration 31Q: 3 clusters Score -252612.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -252618.203125 Penalty: 2700.484863
	Iteration 32Q: 3 clusters Score -252618.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -252621.562500 Penalty: 2700.484863
	Iteration 33Q: 3 clusters Score -252621.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -252626.531250 Penalty: 2700.484863
	Iteration 34Q: 3 clusters Score -252626.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -252631.125000 Penalty: 2700.484863
	Iteration 35Q: 3 clusters Score -252631.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -252634.406250 Penalty: 2700.484863
	Iteration 36Q: 3 clusters Score -252634.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -252635.968750 Penalty: 2700.484863
	Iteration 37Q: 3 clusters Score -252636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -252638.031250 Penalty: 2700.484863
	Iteration 38Q: 3 clusters Score -252638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -252640.312500 Penalty: 2700.484863
	Iteration 39Q: 3 clusters Score -252640.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -252642.765625 Penalty: 2700.484863
	Iteration 40F: 3 clusters Score -252642.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -252645.046875 Penalty: 2700.484863
	Iteration 41Q: 3 clusters Score -252645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -252646.265625 Penalty: 2700.484863
	Iteration 42Q: 3 clusters Score -252646.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -252646.875000 Penalty: 2700.484863
	Iteration 43Q: 3 clusters Score -252646.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -252647.078125 Penalty: 2700.484863
	Iteration 44Q: 3 clusters Score -252647.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -252647.750000 Penalty: 2700.484863
	Iteration 45Q: 3 clusters Score -252647.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -252649.546875 Penalty: 2700.484863
	Iteration 46Q: 3 clusters Score -252649.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -252649.656250 Penalty: 2700.484863
	Iteration 47Q: 3 clusters Score -252649.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -252649.656250 Penalty: 2700.484863
	Iteration 48F: 3 clusters Score -252649.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Entering Unmasked Estep 
Score: -312301.250000 Penalty: 1406.698730
	Iteration 0F: 2 clusters Score -312301.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -307849.281250 Penalty: 2813.397461
	Iteration 0F: 3 clusters Score -307849.3 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -309134.000000 Penalty: 2813.397461
	Iteration 1F: 3 clusters Score -309134 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -309357.406250 Penalty: 2813.397461
	Iteration 2F: 3 clusters Score -309357.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -309495.093750 Penalty: 2813.397461
	Iteration 3F: 3 clusters Score -309495.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -309605.437500 Penalty: 2813.397461
	Iteration 4Q: 3 clusters Score -309605.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -309691.562500 Penalty: 2813.397461
	Iteration 5Q: 3 clusters Score -309691.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -309761.593750 Penalty: 2813.397461
	Iteration 6Q: 3 clusters Score -309761.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -309839.875000 Penalty: 2813.397461
	Iteration 7Q: 3 clusters Score -309839.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -309916.531250 Penalty: 2813.397461
	Iteration 8Q: 3 clusters Score -309916.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -309983.125000 Penalty: 2813.397461
	Iteration 9Q: 3 clusters Score -309983.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -310051.906250 Penalty: 2813.397461
	Iteration 10Q: 3 clusters Score -310051.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -310126.125000 Penalty: 2813.397461
	Iteration 11Q: 3 clusters Score -310126.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -310211.468750 Penalty: 2813.397461
	Iteration 12Q: 3 clusters Score -310211.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -310305.500000 Penalty: 2813.397461
	Iteration 13Q: 3 clusters Score -310305.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -310408.062500 Penalty: 2813.397461
	Iteration 14Q: 3 clusters Score -310408.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -310521.218750 Penalty: 2813.397461
	Iteration 15Q: 3 clusters Score -310521.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -310630.250000 Penalty: 2813.397461
	Iteration 16Q: 3 clusters Score -310630.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -310753.562500 Penalty: 2813.397461
	Iteration 17Q: 3 clusters Score -310753.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -310879.312500 Penalty: 2813.397461
	Iteration 18Q: 3 clusters Score -310879.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -311001.218750 Penalty: 2813.397461
	Iteration 19Q: 3 clusters Score -311001.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -311125.312500 Penalty: 2813.397461
	Iteration 20F: 3 clusters Score -311125.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -311215.937500 Penalty: 2813.397461
	Iteration 21Q: 3 clusters Score -311215.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -311318.312500 Penalty: 2813.397461
	Iteration 22Q: 3 clusters Score -311318.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -311419.187500 Penalty: 2813.397461
	Iteration 23Q: 3 clusters Score -311419.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -311478.562500 Penalty: 2813.397461
	Iteration 24Q: 3 clusters Score -311478.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -311520.906250 Penalty: 2813.397461
	Iteration 25Q: 3 clusters Score -311520.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -311543.187500 Penalty: 2813.397461
	Iteration 26Q: 3 clusters Score -311543.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -311565.750000 Penalty: 2813.397461
	Iteration 27Q: 3 clusters Score -311565.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -311584.812500 Penalty: 2813.397461
	Iteration 28Q: 3 clusters Score -311584.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -311599.593750 Penalty: 2813.397461
	Iteration 29Q: 3 clusters Score -311599.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -311613.656250 Penalty: 2813.397461
	Iteration 30Q: 3 clusters Score -311613.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -311626.593750 Penalty: 2813.397461
	Iteration 31Q: 3 clusters Score -311626.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -311635.593750 Penalty: 2813.397461
	Iteration 32Q: 3 clusters Score -311635.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -311644.125000 Penalty: 2813.397461
	Iteration 33Q: 3 clusters Score -311644.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -311654.468750 Penalty: 2813.397461
	Iteration 34Q: 3 clusters Score -311654.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -311663.437500 Penalty: 2813.397461
	Iteration 35Q: 3 clusters Score -311663.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -311674.656250 Penalty: 2813.397461
	Iteration 36Q: 3 clusters Score -311674.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -311677.531250 Penalty: 2813.397461
	Iteration 37Q: 3 clusters Score -311677.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -311680.468750 Penalty: 2813.397461
	Iteration 38Q: 3 clusters Score -311680.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -311680.468750 Penalty: 2813.397461
	Iteration 39F: 3 clusters Score -311680.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Entering Unmasked Estep 
Score: -93725.015625 Penalty: 1207.874756
	Iteration 0F: 2 clusters Score -93725.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -91841.687500 Penalty: 2415.749512
	Iteration 0F: 3 clusters Score -91841.69 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -92359.593750 Penalty: 2415.749512
	Iteration 1F: 3 clusters Score -92359.59 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -92482.875000 Penalty: 2415.749512
	Iteration 2F: 3 clusters Score -92482.88 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -92551.609375 Penalty: 2415.749512
	Iteration 3F: 3 clusters Score -92551.61 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -92595.945312 Penalty: 2415.749512
	Iteration 4Q: 3 clusters Score -92595.95 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -92615.648438 Penalty: 2415.749512
	Iteration 5Q: 3 clusters Score -92615.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -92632.367188 Penalty: 2415.749512
	Iteration 6Q: 3 clusters Score -92632.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -92647.546875 Penalty: 2415.749512
	Iteration 7Q: 3 clusters Score -92647.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -92665.843750 Penalty: 2415.749512
	Iteration 8Q: 3 clusters Score -92665.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -92687.250000 Penalty: 2415.749512
	Iteration 9Q: 3 clusters Score -92687.25 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -92707.570312 Penalty: 2415.749512
	Iteration 10Q: 3 clusters Score -92707.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -92733.734375 Penalty: 2415.749512
	Iteration 11Q: 3 clusters Score -92733.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -92758.273438 Penalty: 2415.749512
	Iteration 12Q: 3 clusters Score -92758.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -92778.015625 Penalty: 2415.749512
	Iteration 13Q: 3 clusters Score -92778.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -92793.515625 Penalty: 2415.749512
	Iteration 14Q: 3 clusters Score -92793.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -92802.976562 Penalty: 2415.749512
	Iteration 15Q: 3 clusters Score -92802.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -92811.804688 Penalty: 2415.749512
	Iteration 16Q: 3 clusters Score -92811.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -92818.882812 Penalty: 2415.749512
	Iteration 17Q: 3 clusters Score -92818.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -92824.265625 Penalty: 2415.749512
	Iteration 18Q: 3 clusters Score -92824.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -92827.070312 Penalty: 2415.749512
	Iteration 19Q: 3 clusters Score -92827.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -92830.328125 Penalty: 2415.749512
	Iteration 20F: 3 clusters Score -92830.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -92831.757812 Penalty: 2415.749512
	Iteration 21Q: 3 clusters Score -92831.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -92834.257812 Penalty: 2415.749512
	Iteration 22Q: 3 clusters Score -92834.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -92836.500000 Penalty: 2415.749512
	Iteration 23Q: 3 clusters Score -92836.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -92838.882812 Penalty: 2415.749512
	Iteration 24Q: 3 clusters Score -92838.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -92839.898438 Penalty: 2415.749512
	Iteration 25Q: 3 clusters Score -92839.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -92841.242188 Penalty: 2415.749512
	Iteration 26Q: 3 clusters Score -92841.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -92844.023438 Penalty: 2415.749512
	Iteration 27Q: 3 clusters Score -92844.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -92847.359375 Penalty: 2415.749512
	Iteration 28Q: 3 clusters Score -92847.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -92847.867188 Penalty: 2415.749512
	Iteration 29Q: 3 clusters Score -92847.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -92848.601562 Penalty: 2415.749512
	Iteration 30Q: 3 clusters Score -92848.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -92848.601562 Penalty: 2415.749512
	Iteration 31F: 3 clusters Score -92848.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Entering Unmasked Estep 
Score: -483040.968750 Penalty: 1459.175659
	Iteration 0F: 2 clusters Score -483041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -477278.687500 Penalty: 2918.351318
	Iteration 0F: 3 clusters Score -477278.7 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -479072.437500 Penalty: 2918.351318
	Iteration 1F: 3 clusters Score -479072.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -479299.281250 Penalty: 2918.351318
	Iteration 2F: 3 clusters Score -479299.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -479456.156250 Penalty: 2918.351318
	Iteration 3Q: 3 clusters Score -479456.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -479586.656250 Penalty: 2918.351318
	Iteration 4Q: 3 clusters Score -479586.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -479695.500000 Penalty: 2918.351318
	Iteration 5Q: 3 clusters Score -479695.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -479806.218750 Penalty: 2918.351318
	Iteration 6Q: 3 clusters Score -479806.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -479929.468750 Penalty: 2918.351318
	Iteration 7Q: 3 clusters Score -479929.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -480071.593750 Penalty: 2918.351318
	Iteration 8Q: 3 clusters Score -480071.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -480234.531250 Penalty: 2918.351318
	Iteration 9Q: 3 clusters Score -480234.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -480437.593750 Penalty: 2918.351318
	Iteration 10Q: 3 clusters Score -480437.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -480678.093750 Penalty: 2918.351318
	Iteration 11Q: 3 clusters Score -480678.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -480908.218750 Penalty: 2918.351318
	Iteration 12Q: 3 clusters Score -480908.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -481138.406250 Penalty: 2918.351318
	Iteration 13Q: 3 clusters Score -481138.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -481356.562500 Penalty: 2918.351318
	Iteration 14Q: 3 clusters Score -481356.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -481559.125000 Penalty: 2918.351318
	Iteration 15Q: 3 clusters Score -481559.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -481756.000000 Penalty: 2918.351318
	Iteration 16Q: 3 clusters Score -481756 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -481944.187500 Penalty: 2918.351318
	Iteration 17Q: 3 clusters Score -481944.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -482137.718750 Penalty: 2918.351318
	Iteration 18Q: 3 clusters Score -482137.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -482371.500000 Penalty: 2918.351318
	Iteration 19Q: 3 clusters Score -482371.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -482521.593750 Penalty: 2918.351318
	Iteration 20F: 3 clusters Score -482521.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -482579.156250 Penalty: 2918.351318
	Iteration 21Q: 3 clusters Score -482579.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -482597.687500 Penalty: 2918.351318
	Iteration 22Q: 3 clusters Score -482597.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -482604.468750 Penalty: 2918.351318
	Iteration 23Q: 3 clusters Score -482604.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -482607.312500 Penalty: 2918.351318
	Iteration 24Q: 3 clusters Score -482607.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -482610.812500 Penalty: 2918.351318
	Iteration 25Q: 3 clusters Score -482610.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -482611.625000 Penalty: 2918.351318
	Iteration 26Q: 3 clusters Score -482611.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -482612.250000 Penalty: 2918.351318
	Iteration 27Q: 3 clusters Score -482612.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -482612.250000 Penalty: 2918.351318
	Iteration 28F: 3 clusters Score -482612.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (76490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76490 members 
Entering Unmasked Estep 
Score: -4805764.000000 Penalty: 1827.298706
	Iteration 0F: 2 clusters Score -4805764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -4754440.500000 Penalty: 3654.597412
	Iteration 0F: 3 clusters Score -4754440 nChanged 36531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37797 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -4775636.500000 Penalty: 3654.597412
	Iteration 1F: 3 clusters Score -4775636 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37414 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -4776250.500000 Penalty: 3654.597412
	Iteration 2Q: 3 clusters Score -4776250 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -4776819.000000 Penalty: 3654.597412
	Iteration 3Q: 3 clusters Score -4776819 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -4777483.000000 Penalty: 3654.597412
	Iteration 4Q: 3 clusters Score -4777483 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -4778291.000000 Penalty: 3654.597412
	Iteration 5Q: 3 clusters Score -4778291 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -4779475.000000 Penalty: 3654.597412
	Iteration 6Q: 3 clusters Score -4779475 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -4781290.500000 Penalty: 3654.597412
	Iteration 7Q: 3 clusters Score -4781290 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 49012 members 
Entering Unmasked Estep 
Score: -4783952.500000 Penalty: 3654.597412
	Iteration 8F: 3 clusters Score -4783952 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 52345 members 
Entering Unmasked Estep 
Score: -4787375.000000 Penalty: 3654.597412
	Iteration 9F: 3 clusters Score -4787375 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 55353 members 
Entering Unmasked Estep 
Score: -4790555.500000 Penalty: 3654.597412
	Iteration 10F: 3 clusters Score -4790556 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 57717 members 
Entering Unmasked Estep 
Score: -4792724.000000 Penalty: 3654.597412
	Iteration 11Q: 3 clusters Score -4792724 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 59679 members 
Entering Unmasked Estep 
Score: -4793978.000000 Penalty: 3654.597412
	Iteration 12Q: 3 clusters Score -4793978 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 61485 members 
Entering Unmasked Estep 
Score: -4794902.000000 Penalty: 3654.597412
	Iteration 13Q: 3 clusters Score -4794902 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 63357 members 
Entering Unmasked Estep 
Score: -4795856.500000 Penalty: 3654.597412
	Iteration 14Q: 3 clusters Score -4795856 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 65262 members 
Entering Unmasked Estep 
Score: -4796843.000000 Penalty: 3654.597412
	Iteration 15Q: 3 clusters Score -4796843 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 67130 members 
Entering Unmasked Estep 
Score: -4797948.000000 Penalty: 3654.597412
	Iteration 16Q: 3 clusters Score -4797948 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 68905 members 
Entering Unmasked Estep 
Score: -4799012.000000 Penalty: 3654.597412
	Iteration 17Q: 3 clusters Score -4799012 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 70494 members 
Entering Unmasked Estep 
Score: -4800059.500000 Penalty: 3654.597412
	Iteration 18Q: 3 clusters Score -4800060 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 71884 members 
Entering Unmasked Estep 
Score: -4801015.000000 Penalty: 3654.597412
	Iteration 19Q: 3 clusters Score -4801015 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 73069 members 
Entering Unmasked Estep 
Score: -4801868.500000 Penalty: 3654.597412
	Iteration 20F: 3 clusters Score -4801868 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 74039 members 
Entering Unmasked Estep 
Score: -4802640.500000 Penalty: 3654.597412
	Iteration 21Q: 3 clusters Score -4802640 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 74774 members 
Entering Unmasked Estep 
Score: -4803172.000000 Penalty: 3654.597412
	Iteration 22Q: 3 clusters Score -4803172 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 75306 members 
Entering Unmasked Estep 
Score: -4803582.500000 Penalty: 3654.597412
	Iteration 23Q: 3 clusters Score -4803582 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 75638 members 
Entering Unmasked Estep 
Score: -4803818.000000 Penalty: 3654.597412
	Iteration 24Q: 3 clusters Score -4803818 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 75841 members 
Entering Unmasked Estep 
Score: -4803983.000000 Penalty: 3654.597412
	Iteration 25Q: 3 clusters Score -4803983 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 75954 members 
Entering Unmasked Estep 
Score: -4804094.000000 Penalty: 3654.597412
	Iteration 26Q: 3 clusters Score -4804094 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 76023 members 
Entering Unmasked Estep 
Score: -4804161.000000 Penalty: 3654.597412
	Iteration 27Q: 3 clusters Score -4804161 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 76060 members 
Entering Unmasked Estep 
Score: -4804180.500000 Penalty: 3654.597412
	Iteration 28Q: 3 clusters Score -4804180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 76078 members 
Entering Unmasked Estep 
Score: -4804205.500000 Penalty: 3654.597412
	Iteration 29Q: 3 clusters Score -4804206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 76095 members 
Entering Unmasked Estep 
Score: -4804223.000000 Penalty: 3654.597412
	Iteration 30Q: 3 clusters Score -4804223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 76105 members 
Entering Unmasked Estep 
Score: -4804230.000000 Penalty: 3654.597412
	Iteration 31Q: 3 clusters Score -4804230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 76106 members 
Entering Unmasked Estep 
Score: -4804235.500000 Penalty: 3654.597412
	Iteration 32Q: 3 clusters Score -4804236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 76111 members 
Entering Unmasked Estep 
Score: -4804247.000000 Penalty: 3654.597412
	Iteration 33Q: 3 clusters Score -4804247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 76116 members 
Entering Unmasked Estep 
Score: -4804249.000000 Penalty: 3654.597412
	Iteration 34Q: 3 clusters Score -4804249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 76118 members 
Entering Unmasked Estep 
Score: -4804249.000000 Penalty: 3654.597412
	Iteration 35Q: 3 clusters Score -4804249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 76118 members 
Entering Unmasked Estep 
Score: -4804249.500000 Penalty: 3654.597412
	Iteration 36F: 3 clusters Score -4804250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 76117 members 
Entering Unmasked Estep 
Score: -4804254.500000 Penalty: 3654.597412
	Iteration 37Q: 3 clusters Score -4804254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 76119 members 
Entering Unmasked Estep 
Score: -4804254.000000 Penalty: 3654.597412
	Iteration 38Q: 3 clusters Score -4804254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 76122 members 
Entering Unmasked Estep 
Score: -4804257.000000 Penalty: 3654.597412
	Iteration 39Q: 3 clusters Score -4804257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 76128 members 
Entering Unmasked Estep 
Score: -4804265.500000 Penalty: 3654.597412
	Iteration 40F: 3 clusters Score -4804266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 76132 members 
Entering Unmasked Estep 
Score: -4804271.000000 Penalty: 3654.597412
	Iteration 41Q: 3 clusters Score -4804271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 76134 members 
Entering Unmasked Estep 
Score: -4804275.000000 Penalty: 3654.597412
	Iteration 42Q: 3 clusters Score -4804275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 76133 members 
Entering Unmasked Estep 
Score: -4804277.500000 Penalty: 3654.597412
	Iteration 43Q: 3 clusters Score -4804278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 76133 members 
Entering Unmasked Estep 
Score: -4804279.000000 Penalty: 3654.597412
	Iteration 44Q: 3 clusters Score -4804279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 76136 members 
Entering Unmasked Estep 
Score: -4804283.500000 Penalty: 3654.597412
	Iteration 45Q: 3 clusters Score -4804284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 76139 members 
Entering Unmasked Estep 
Score: -4804289.500000 Penalty: 3654.597412
	Iteration 46Q: 3 clusters Score -4804290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 76141 members 
Entering Unmasked Estep 
Score: -4804297.000000 Penalty: 3654.597412
	Iteration 47Q: 3 clusters Score -4804297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 76144 members 
Entering Unmasked Estep 
Score: -4804296.500000 Penalty: 3654.597412
	Iteration 48Q: 3 clusters Score -4804296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 76145 members 
Entering Unmasked Estep 
Score: -4804302.000000 Penalty: 3654.597412
	Iteration 49Q: 3 clusters Score -4804302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 76147 members 
Entering Unmasked Estep 
Score: -4804306.000000 Penalty: 3654.597412
	Iteration 50Q: 3 clusters Score -4804306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 76150 members 
Entering Unmasked Estep 
Score: -4804314.000000 Penalty: 3654.597412
	Iteration 51Q: 3 clusters Score -4804314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 76153 members 
Entering Unmasked Estep 
Score: -4804316.000000 Penalty: 3654.597412
	Iteration 52Q: 3 clusters Score -4804316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 76155 members 
Entering Unmasked Estep 
Score: -4804320.500000 Penalty: 3654.597412
	Iteration 53Q: 3 clusters Score -4804320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 76156 members 
Entering Unmasked Estep 
Score: -4804323.500000 Penalty: 3654.597412
	Iteration 54Q: 3 clusters Score -4804324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 76158 members 
Entering Unmasked Estep 
Score: -4804321.000000 Penalty: 3654.597412
	Iteration 55Q: 3 clusters Score -4804321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 76160 members 
Entering Unmasked Estep 
Score: -4804324.000000 Penalty: 3654.597412
	Iteration 56Q: 3 clusters Score -4804324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 76162 members 
Entering Unmasked Estep 
Score: -4804322.500000 Penalty: 3654.597412
	Iteration 57Q: 3 clusters Score -4804322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 76162 members 
Entering Unmasked Estep 
Score: -4804322.500000 Penalty: 3654.597412
	Iteration 58F: 3 clusters Score -4804322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Entering Unmasked Estep 
Score: -363677.531250 Penalty: 1410.083984
	Iteration 0F: 2 clusters Score -363677.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -359126.000000 Penalty: 2820.167969
	Iteration 0F: 3 clusters Score -359126 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -360365.375000 Penalty: 2820.167969
	Iteration 1F: 3 clusters Score -360365.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -360550.968750 Penalty: 2820.167969
	Iteration 2F: 3 clusters Score -360551 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -360676.218750 Penalty: 2820.167969
	Iteration 3Q: 3 clusters Score -360676.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -360778.125000 Penalty: 2820.167969
	Iteration 4Q: 3 clusters Score -360778.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -360868.312500 Penalty: 2820.167969
	Iteration 5Q: 3 clusters Score -360868.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -360951.593750 Penalty: 2820.167969
	Iteration 6Q: 3 clusters Score -360951.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -361017.156250 Penalty: 2820.167969
	Iteration 7Q: 3 clusters Score -361017.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -361073.843750 Penalty: 2820.167969
	Iteration 8Q: 3 clusters Score -361073.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -361143.875000 Penalty: 2820.167969
	Iteration 9Q: 3 clusters Score -361143.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -361230.250000 Penalty: 2820.167969
	Iteration 10Q: 3 clusters Score -361230.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -361312.968750 Penalty: 2820.167969
	Iteration 11Q: 3 clusters Score -361313 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -361394.750000 Penalty: 2820.167969
	Iteration 12Q: 3 clusters Score -361394.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -361479.437500 Penalty: 2820.167969
	Iteration 13Q: 3 clusters Score -361479.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -361580.781250 Penalty: 2820.167969
	Iteration 14Q: 3 clusters Score -361580.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -361692.281250 Penalty: 2820.167969
	Iteration 15Q: 3 clusters Score -361692.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -361800.062500 Penalty: 2820.167969
	Iteration 16Q: 3 clusters Score -361800.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -361922.343750 Penalty: 2820.167969
	Iteration 17Q: 3 clusters Score -361922.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -362047.375000 Penalty: 2820.167969
	Iteration 18Q: 3 clusters Score -362047.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -362153.625000 Penalty: 2820.167969
	Iteration 19Q: 3 clusters Score -362153.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -362250.062500 Penalty: 2820.167969
	Iteration 20F: 3 clusters Score -362250.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -362314.812500 Penalty: 2820.167969
	Iteration 21Q: 3 clusters Score -362314.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -362360.906250 Penalty: 2820.167969
	Iteration 22Q: 3 clusters Score -362360.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -362404.062500 Penalty: 2820.167969
	Iteration 23Q: 3 clusters Score -362404.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -362428.687500 Penalty: 2820.167969
	Iteration 24Q: 3 clusters Score -362428.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -362449.343750 Penalty: 2820.167969
	Iteration 25Q: 3 clusters Score -362449.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -362463.468750 Penalty: 2820.167969
	Iteration 26Q: 3 clusters Score -362463.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -362479.093750 Penalty: 2820.167969
	Iteration 27Q: 3 clusters Score -362479.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -362490.406250 Penalty: 2820.167969
	Iteration 28Q: 3 clusters Score -362490.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -362499.593750 Penalty: 2820.167969
	Iteration 29Q: 3 clusters Score -362499.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -362506.593750 Penalty: 2820.167969
	Iteration 30Q: 3 clusters Score -362506.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -362506.656250 Penalty: 2820.167969
	Iteration 31Q: 3 clusters Score -362506.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -362506.656250 Penalty: 2820.167969
	Iteration 32F: 3 clusters Score -362506.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Entering Unmasked Estep 
Score: -477683.437500 Penalty: 1454.250732
	Iteration 0F: 2 clusters Score -477683.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -472085.812500 Penalty: 2908.501465
	Iteration 0F: 3 clusters Score -472085.8 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -473713.343750 Penalty: 2908.501465
	Iteration 1F: 3 clusters Score -473713.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -473957.125000 Penalty: 2908.501465
	Iteration 2F: 3 clusters Score -473957.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -474259.125000 Penalty: 2908.501465
	Iteration 3F: 3 clusters Score -474259.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -474692.031250 Penalty: 2908.501465
	Iteration 4F: 3 clusters Score -474692 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -475175.781250 Penalty: 2908.501465
	Iteration 5F: 3 clusters Score -475175.8 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -475660.093750 Penalty: 2908.501465
	Iteration 6F: 3 clusters Score -475660.1 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -476095.250000 Penalty: 2908.501465
	Iteration 7F: 3 clusters Score -476095.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -476407.562500 Penalty: 2908.501465
	Iteration 8F: 3 clusters Score -476407.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -476646.718750 Penalty: 2908.501465
	Iteration 9Q: 3 clusters Score -476646.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -476812.468750 Penalty: 2908.501465
	Iteration 10Q: 3 clusters Score -476812.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -476921.968750 Penalty: 2908.501465
	Iteration 11Q: 3 clusters Score -476922 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -477001.875000 Penalty: 2908.501465
	Iteration 12Q: 3 clusters Score -477001.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -477065.562500 Penalty: 2908.501465
	Iteration 13Q: 3 clusters Score -477065.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -477107.031250 Penalty: 2908.501465
	Iteration 14Q: 3 clusters Score -477107 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -477136.343750 Penalty: 2908.501465
	Iteration 15Q: 3 clusters Score -477136.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -477154.750000 Penalty: 2908.501465
	Iteration 16Q: 3 clusters Score -477154.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -477162.687500 Penalty: 2908.501465
	Iteration 17Q: 3 clusters Score -477162.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -477174.062500 Penalty: 2908.501465
	Iteration 18Q: 3 clusters Score -477174.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -477184.531250 Penalty: 2908.501465
	Iteration 19Q: 3 clusters Score -477184.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -477196.312500 Penalty: 2908.501465
	Iteration 20F: 3 clusters Score -477196.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -477205.875000 Penalty: 2908.501465
	Iteration 21Q: 3 clusters Score -477205.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -477212.812500 Penalty: 2908.501465
	Iteration 22Q: 3 clusters Score -477212.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -477216.750000 Penalty: 2908.501465
	Iteration 23Q: 3 clusters Score -477216.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -477224.468750 Penalty: 2908.501465
	Iteration 24Q: 3 clusters Score -477224.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -477233.906250 Penalty: 2908.501465
	Iteration 25Q: 3 clusters Score -477233.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -477240.656250 Penalty: 2908.501465
	Iteration 26Q: 3 clusters Score -477240.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -477243.562500 Penalty: 2908.501465
	Iteration 27Q: 3 clusters Score -477243.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -477244.125000 Penalty: 2908.501465
	Iteration 28Q: 3 clusters Score -477244.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -477245.437500 Penalty: 2908.501465
	Iteration 29Q: 3 clusters Score -477245.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -477245.218750 Penalty: 2908.501465
	Iteration 30Q: 3 clusters Score -477245.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -477245.218750 Penalty: 2908.501465
	Iteration 31F: 3 clusters Score -477245.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Entering Unmasked Estep 
Score: -461288.375000 Penalty: 1441.824707
	Iteration 0F: 2 clusters Score -461288.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -456009.718750 Penalty: 2883.649414
	Iteration 0F: 3 clusters Score -456009.7 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -457623.406250 Penalty: 2883.649414
	Iteration 1F: 3 clusters Score -457623.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -457846.687500 Penalty: 2883.649414
	Iteration 2F: 3 clusters Score -457846.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -458017.812500 Penalty: 2883.649414
	Iteration 3Q: 3 clusters Score -458017.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -458172.375000 Penalty: 2883.649414
	Iteration 4Q: 3 clusters Score -458172.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -458311.250000 Penalty: 2883.649414
	Iteration 5Q: 3 clusters Score -458311.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -458472.062500 Penalty: 2883.649414
	Iteration 6Q: 3 clusters Score -458472.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -458671.625000 Penalty: 2883.649414
	Iteration 7Q: 3 clusters Score -458671.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -458897.875000 Penalty: 2883.649414
	Iteration 8Q: 3 clusters Score -458897.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -459155.218750 Penalty: 2883.649414
	Iteration 9Q: 3 clusters Score -459155.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -459399.781250 Penalty: 2883.649414
	Iteration 10Q: 3 clusters Score -459399.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -459600.218750 Penalty: 2883.649414
	Iteration 11Q: 3 clusters Score -459600.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -459741.656250 Penalty: 2883.649414
	Iteration 12Q: 3 clusters Score -459741.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -459824.468750 Penalty: 2883.649414
	Iteration 13Q: 3 clusters Score -459824.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -459891.812500 Penalty: 2883.649414
	Iteration 14Q: 3 clusters Score -459891.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -459951.906250 Penalty: 2883.649414
	Iteration 15Q: 3 clusters Score -459951.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -459996.000000 Penalty: 2883.649414
	Iteration 16Q: 3 clusters Score -459996 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -460026.625000 Penalty: 2883.649414
	Iteration 17Q: 3 clusters Score -460026.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -460045.593750 Penalty: 2883.649414
	Iteration 18Q: 3 clusters Score -460045.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -460053.593750 Penalty: 2883.649414
	Iteration 19Q: 3 clusters Score -460053.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -460059.937500 Penalty: 2883.649414
	Iteration 20F: 3 clusters Score -460059.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -460067.875000 Penalty: 2883.649414
	Iteration 21Q: 3 clusters Score -460067.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -460075.437500 Penalty: 2883.649414
	Iteration 22Q: 3 clusters Score -460075.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -460082.187500 Penalty: 2883.649414
	Iteration 23Q: 3 clusters Score -460082.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -460087.000000 Penalty: 2883.649414
	Iteration 24Q: 3 clusters Score -460087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -460096.187500 Penalty: 2883.649414
	Iteration 25Q: 3 clusters Score -460096.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -460103.906250 Penalty: 2883.649414
	Iteration 26Q: 3 clusters Score -460103.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -460107.843750 Penalty: 2883.649414
	Iteration 27Q: 3 clusters Score -460107.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -460114.375000 Penalty: 2883.649414
	Iteration 28Q: 3 clusters Score -460114.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -460120.656250 Penalty: 2883.649414
	Iteration 29Q: 3 clusters Score -460120.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -460128.593750 Penalty: 2883.649414
	Iteration 30Q: 3 clusters Score -460128.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -460132.781250 Penalty: 2883.649414
	Iteration 31Q: 3 clusters Score -460132.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -460136.625000 Penalty: 2883.649414
	Iteration 32Q: 3 clusters Score -460136.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -460137.687500 Penalty: 2883.649414
	Iteration 33Q: 3 clusters Score -460137.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -460137.562500 Penalty: 2883.649414
	Iteration 34Q: 3 clusters Score -460137.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -460139.625000 Penalty: 2883.649414
	Iteration 35Q: 3 clusters Score -460139.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -460143.031250 Penalty: 2883.649414
	Iteration 36Q: 3 clusters Score -460143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -460148.250000 Penalty: 2883.649414
	Iteration 37Q: 3 clusters Score -460148.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -460155.218750 Penalty: 2883.649414
	Iteration 38Q: 3 clusters Score -460155.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -460158.875000 Penalty: 2883.649414
	Iteration 39Q: 3 clusters Score -460158.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -460163.406250 Penalty: 2883.649414
	Iteration 40F: 3 clusters Score -460163.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -460168.250000 Penalty: 2883.649414
	Iteration 41Q: 3 clusters Score -460168.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -460173.656250 Penalty: 2883.649414
	Iteration 42Q: 3 clusters Score -460173.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -460175.875000 Penalty: 2883.649414
	Iteration 43Q: 3 clusters Score -460175.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -460175.906250 Penalty: 2883.649414
	Iteration 44Q: 3 clusters Score -460175.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -460176.781250 Penalty: 2883.649414
	Iteration 45Q: 3 clusters Score -460176.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -460177.312500 Penalty: 2883.649414
	Iteration 46Q: 3 clusters Score -460177.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -460177.312500 Penalty: 2883.649414
	Iteration 47F: 3 clusters Score -460177.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (484425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484425 members 
Entering Unmasked Estep 
Score: -30681910.000000 Penalty: 2127.241699
	Iteration 0F: 2 clusters Score -3.068191e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241778 members 
Mstep: Class 2 contains 242647 members 
Entering Unmasked Estep 
Score: -30354152.000000 Penalty: 4254.483398
	Iteration 0F: 3 clusters Score -3.035415e+07 nChanged 238139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233535 members 
Mstep: Class 2 contains 250890 members 
Entering Unmasked Estep 
Score: -30498552.000000 Penalty: 4254.483398
	Iteration 1F: 3 clusters Score -3.049855e+07 nChanged 15271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228972 members 
Mstep: Class 2 contains 255453 members 
Entering Unmasked Estep 
Score: -30503160.000000 Penalty: 4254.483398
	Iteration 2Q: 3 clusters Score -3.050316e+07 nChanged 18631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221783 members 
Mstep: Class 2 contains 262642 members 
Entering Unmasked Estep 
Score: -30510010.000000 Penalty: 4254.483398
	Iteration 3Q: 3 clusters Score -3.051001e+07 nChanged 23102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210767 members 
Mstep: Class 2 contains 273658 members 
Entering Unmasked Estep 
Score: -30521370.000000 Penalty: 4254.483398
	Iteration 4Q: 3 clusters Score -3.052137e+07 nChanged 28154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194403 members 
Mstep: Class 2 contains 290022 members 
Entering Unmasked Estep 
Score: -30538476.000000 Penalty: 4254.483398
	Iteration 5F: 3 clusters Score -3.053848e+07 nChanged 32195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172544 members 
Mstep: Class 2 contains 311881 members 
Entering Unmasked Estep 
Score: -30561080.000000 Penalty: 4254.483398
	Iteration 6F: 3 clusters Score -3.056108e+07 nChanged 33586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147400 members 
Mstep: Class 2 contains 337025 members 
Entering Unmasked Estep 
Score: -30587286.000000 Penalty: 4254.483398
	Iteration 7F: 3 clusters Score -3.058729e+07 nChanged 30412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123516 members 
Mstep: Class 2 contains 360909 members 
Entering Unmasked Estep 
Score: -30611166.000000 Penalty: 4254.483398
	Iteration 8F: 3 clusters Score -3.061117e+07 nChanged 24294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104666 members 
Mstep: Class 2 contains 379759 members 
Entering Unmasked Estep 
Score: -30629490.000000 Penalty: 4254.483398
	Iteration 9F: 3 clusters Score -3.062949e+07 nChanged 18092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91100 members 
Mstep: Class 2 contains 393325 members 
Entering Unmasked Estep 
Score: -30641262.000000 Penalty: 4254.483398
	Iteration 10Q: 3 clusters Score -3.064126e+07 nChanged 13182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81212 members 
Mstep: Class 2 contains 403213 members 
Entering Unmasked Estep 
Score: -30648388.000000 Penalty: 4254.483398
	Iteration 11Q: 3 clusters Score -3.064839e+07 nChanged 9634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73804 members 
Mstep: Class 2 contains 410621 members 
Entering Unmasked Estep 
Score: -30653288.000000 Penalty: 4254.483398
	Iteration 12Q: 3 clusters Score -3.065329e+07 nChanged 7589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67831 members 
Mstep: Class 2 contains 416594 members 
Entering Unmasked Estep 
Score: -30657172.000000 Penalty: 4254.483398
	Iteration 13Q: 3 clusters Score -3.065717e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62933 members 
Mstep: Class 2 contains 421492 members 
Entering Unmasked Estep 
Score: -30659924.000000 Penalty: 4254.483398
	Iteration 14Q: 3 clusters Score -3.065992e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58736 members 
Mstep: Class 2 contains 425689 members 
Entering Unmasked Estep 
Score: -30662104.000000 Penalty: 4254.483398
	Iteration 15Q: 3 clusters Score -3.06621e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55085 members 
Mstep: Class 2 contains 429340 members 
Entering Unmasked Estep 
Score: -30663704.000000 Penalty: 4254.483398
	Iteration 16Q: 3 clusters Score -3.06637e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51826 members 
Mstep: Class 2 contains 432599 members 
Entering Unmasked Estep 
Score: -30664898.000000 Penalty: 4254.483398
	Iteration 17Q: 3 clusters Score -3.06649e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48817 members 
Mstep: Class 2 contains 435608 members 
Entering Unmasked Estep 
Score: -30665894.000000 Penalty: 4254.483398
	Iteration 18Q: 3 clusters Score -3.066589e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 438580 members 
Entering Unmasked Estep 
Score: -30666922.000000 Penalty: 4254.483398
	Iteration 19Q: 3 clusters Score -3.066692e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 441720 members 
Entering Unmasked Estep 
Score: -30667916.000000 Penalty: 4254.483398
	Iteration 20F: 3 clusters Score -3.066792e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Mstep: Class 2 contains 444777 members 
Entering Unmasked Estep 
Score: -30668730.000000 Penalty: 4254.483398
	Iteration 21Q: 3 clusters Score -3.066873e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 447836 members 
Entering Unmasked Estep 
Score: -30669686.000000 Penalty: 4254.483398
	Iteration 22Q: 3 clusters Score -3.066969e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 450894 members 
Entering Unmasked Estep 
Score: -30670644.000000 Penalty: 4254.483398
	Iteration 23Q: 3 clusters Score -3.067064e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 453838 members 
Entering Unmasked Estep 
Score: -30671614.000000 Penalty: 4254.483398
	Iteration 24Q: 3 clusters Score -3.067161e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 456763 members 
Entering Unmasked Estep 
Score: -30672392.000000 Penalty: 4254.483398
	Iteration 25Q: 3 clusters Score -3.067239e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 459542 members 
Entering Unmasked Estep 
Score: -30673340.000000 Penalty: 4254.483398
	Iteration 26Q: 3 clusters Score -3.067334e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 462215 members 
Entering Unmasked Estep 
Score: -30674174.000000 Penalty: 4254.483398
	Iteration 27Q: 3 clusters Score -3.067417e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 464750 members 
Entering Unmasked Estep 
Score: -30675052.000000 Penalty: 4254.483398
	Iteration 28Q: 3 clusters Score -3.067505e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 467118 members 
Entering Unmasked Estep 
Score: -30675856.000000 Penalty: 4254.483398
	Iteration 29Q: 3 clusters Score -3.067586e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 469277 members 
Entering Unmasked Estep 
Score: -30676572.000000 Penalty: 4254.483398
	Iteration 30Q: 3 clusters Score -3.067657e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 471160 members 
Entering Unmasked Estep 
Score: -30677256.000000 Penalty: 4254.483398
	Iteration 31Q: 3 clusters Score -3.067726e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 472778 members 
Entering Unmasked Estep 
Score: -30677714.000000 Penalty: 4254.483398
	Iteration 32Q: 3 clusters Score -3.067771e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 474161 members 
Entering Unmasked Estep 
Score: -30678156.000000 Penalty: 4254.483398
	Iteration 33Q: 3 clusters Score -3.067816e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 475379 members 
Entering Unmasked Estep 
Score: -30678652.000000 Penalty: 4254.483398
	Iteration 34Q: 3 clusters Score -3.067865e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 476387 members 
Entering Unmasked Estep 
Score: -30678958.000000 Penalty: 4254.483398
	Iteration 35Q: 3 clusters Score -3.067896e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 477241 members 
Entering Unmasked Estep 
Score: -30679258.000000 Penalty: 4254.483398
	Iteration 36Q: 3 clusters Score -3.067926e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 477962 members 
Entering Unmasked Estep 
Score: -30679552.000000 Penalty: 4254.483398
	Iteration 37Q: 3 clusters Score -3.067955e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 478508 members 
Entering Unmasked Estep 
Score: -30679694.000000 Penalty: 4254.483398
	Iteration 38Q: 3 clusters Score -3.067969e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 478943 members 
Entering Unmasked Estep 
Score: -30679812.000000 Penalty: 4254.483398
	Iteration 39Q: 3 clusters Score -3.067981e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 479317 members 
Entering Unmasked Estep 
Score: -30679918.000000 Penalty: 4254.483398
	Iteration 40F: 3 clusters Score -3.067992e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 479617 members 
Entering Unmasked Estep 
Score: -30679980.000000 Penalty: 4254.483398
	Iteration 41Q: 3 clusters Score -3.067998e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 479876 members 
Entering Unmasked Estep 
Score: -30680062.000000 Penalty: 4254.483398
	Iteration 42Q: 3 clusters Score -3.068006e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 480116 members 
Entering Unmasked Estep 
Score: -30680054.000000 Penalty: 4254.483398
	Iteration 43Q: 3 clusters Score -3.068005e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 480346 members 
Entering Unmasked Estep 
Score: -30680144.000000 Penalty: 4254.483398
	Iteration 44Q: 3 clusters Score -3.068014e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 480551 members 
Entering Unmasked Estep 
Score: -30680136.000000 Penalty: 4254.483398
	Iteration 45Q: 3 clusters Score -3.068014e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 480703 members 
Entering Unmasked Estep 
Score: -30680176.000000 Penalty: 4254.483398
	Iteration 46Q: 3 clusters Score -3.068018e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 480844 members 
Entering Unmasked Estep 
Score: -30680178.000000 Penalty: 4254.483398
	Iteration 47Q: 3 clusters Score -3.068018e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 480963 members 
Entering Unmasked Estep 
Score: -30680178.000000 Penalty: 4254.483398
	Iteration 48Q: 3 clusters Score -3.068018e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 481064 members 
Entering Unmasked Estep 
Score: -30680166.000000 Penalty: 4254.483398
	Iteration 49Q: 3 clusters Score -3.068017e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 481149 members 
Entering Unmasked Estep 
Score: -30680142.000000 Penalty: 4254.483398
	Iteration 50Q: 3 clusters Score -3.068014e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 481206 members 
Entering Unmasked Estep 
Score: -30680160.000000 Penalty: 4254.483398
	Iteration 51Q: 3 clusters Score -3.068016e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 481259 members 
Entering Unmasked Estep 
Score: -30680212.000000 Penalty: 4254.483398
	Iteration 52Q: 3 clusters Score -3.068021e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 481321 members 
Entering Unmasked Estep 
Score: -30680214.000000 Penalty: 4254.483398
	Iteration 53Q: 3 clusters Score -3.068021e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 481373 members 
Entering Unmasked Estep 
Score: -30680218.000000 Penalty: 4254.483398
	Iteration 54Q: 3 clusters Score -3.068022e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 481419 members 
Entering Unmasked Estep 
Score: -30680234.000000 Penalty: 4254.483398
	Iteration 55Q: 3 clusters Score -3.068023e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 481456 members 
Entering Unmasked Estep 
Score: -30680230.000000 Penalty: 4254.483398
	Iteration 56Q: 3 clusters Score -3.068023e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 481481 members 
Entering Unmasked Estep 
Score: -30680230.000000 Penalty: 4254.483398
	Iteration 57Q: 3 clusters Score -3.068023e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 481498 members 
Entering Unmasked Estep 
Score: -30680258.000000 Penalty: 4254.483398
	Iteration 58Q: 3 clusters Score -3.068026e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 481522 members 
Entering Unmasked Estep 
Score: -30680252.000000 Penalty: 4254.483398
	Iteration 59Q: 3 clusters Score -3.068025e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 481545 members 
Entering Unmasked Estep 
Score: -30680282.000000 Penalty: 4254.483398
	Iteration 60F: 3 clusters Score -3.068028e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 481568 members 
Entering Unmasked Estep 
Score: -30680260.000000 Penalty: 4254.483398
	Iteration 61Q: 3 clusters Score -3.068026e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 481587 members 
Entering Unmasked Estep 
Score: -30680248.000000 Penalty: 4254.483398
	Iteration 62Q: 3 clusters Score -3.068025e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 481603 members 
Entering Unmasked Estep 
Score: -30680244.000000 Penalty: 4254.483398
	Iteration 63Q: 3 clusters Score -3.068024e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 481622 members 
Entering Unmasked Estep 
Score: -30680262.000000 Penalty: 4254.483398
	Iteration 64Q: 3 clusters Score -3.068026e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 481634 members 
Entering Unmasked Estep 
Score: -30680242.000000 Penalty: 4254.483398
	Iteration 65Q: 3 clusters Score -3.068024e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 481661 members 
Entering Unmasked Estep 
Score: -30680242.000000 Penalty: 4254.483398
	Iteration 66Q: 3 clusters Score -3.068024e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 481689 members 
Entering Unmasked Estep 
Score: -30680248.000000 Penalty: 4254.483398
	Iteration 67Q: 3 clusters Score -3.068025e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 481722 members 
Entering Unmasked Estep 
Score: -30680278.000000 Penalty: 4254.483398
	Iteration 68Q: 3 clusters Score -3.068028e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 481748 members 
Entering Unmasked Estep 
Score: -30680282.000000 Penalty: 4254.483398
	Iteration 69Q: 3 clusters Score -3.068028e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 481776 members 
Entering Unmasked Estep 
Score: -30680284.000000 Penalty: 4254.483398
	Iteration 70Q: 3 clusters Score -3.068028e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 481797 members 
Entering Unmasked Estep 
Score: -30680270.000000 Penalty: 4254.483398
	Iteration 71Q: 3 clusters Score -3.068027e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 481815 members 
Entering Unmasked Estep 
Score: -30680292.000000 Penalty: 4254.483398
	Iteration 72Q: 3 clusters Score -3.068029e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 481840 members 
Entering Unmasked Estep 
Score: -30680304.000000 Penalty: 4254.483398
	Iteration 73Q: 3 clusters Score -3.06803e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 481853 members 
Entering Unmasked Estep 
Score: -30680320.000000 Penalty: 4254.483398
	Iteration 74Q: 3 clusters Score -3.068032e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 481866 members 
Entering Unmasked Estep 
Score: -30680320.000000 Penalty: 4254.483398
	Iteration 75Q: 3 clusters Score -3.068032e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 481875 members 
Entering Unmasked Estep 
Score: -30680326.000000 Penalty: 4254.483398
	Iteration 76Q: 3 clusters Score -3.068033e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 481882 members 
Entering Unmasked Estep 
Score: -30680342.000000 Penalty: 4254.483398
	Iteration 77Q: 3 clusters Score -3.068034e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 481890 members 
Entering Unmasked Estep 
Score: -30680346.000000 Penalty: 4254.483398
	Iteration 78Q: 3 clusters Score -3.068035e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 481895 members 
Entering Unmasked Estep 
Score: -30680348.000000 Penalty: 4254.483398
	Iteration 79Q: 3 clusters Score -3.068035e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 481902 members 
Entering Unmasked Estep 
Score: -30680346.000000 Penalty: 4254.483398
	Iteration 80F: 3 clusters Score -3.068035e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 481909 members 
Entering Unmasked Estep 
Score: -30680360.000000 Penalty: 4254.483398
	Iteration 81Q: 3 clusters Score -3.068036e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 481918 members 
Entering Unmasked Estep 
Score: -30680348.000000 Penalty: 4254.483398
	Iteration 82Q: 3 clusters Score -3.068035e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 481925 members 
Entering Unmasked Estep 
Score: -30680346.000000 Penalty: 4254.483398
	Iteration 83Q: 3 clusters Score -3.068035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 481933 members 
Entering Unmasked Estep 
Score: -30680364.000000 Penalty: 4254.483398
	Iteration 84Q: 3 clusters Score -3.068036e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 481947 members 
Entering Unmasked Estep 
Score: -30680344.000000 Penalty: 4254.483398
	Iteration 85Q: 3 clusters Score -3.068034e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 481956 members 
Entering Unmasked Estep 
Score: -30680352.000000 Penalty: 4254.483398
	Iteration 86Q: 3 clusters Score -3.068035e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 481966 members 
Entering Unmasked Estep 
Score: -30680360.000000 Penalty: 4254.483398
	Iteration 87Q: 3 clusters Score -3.068036e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 481974 members 
Entering Unmasked Estep 
Score: -30680348.000000 Penalty: 4254.483398
	Iteration 88Q: 3 clusters Score -3.068035e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 481986 members 
Entering Unmasked Estep 
Score: -30680388.000000 Penalty: 4254.483398
	Iteration 89Q: 3 clusters Score -3.068039e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 481994 members 
Entering Unmasked Estep 
Score: -30680398.000000 Penalty: 4254.483398
	Iteration 90Q: 3 clusters Score -3.06804e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 482006 members 
Entering Unmasked Estep 
Score: -30680394.000000 Penalty: 4254.483398
	Iteration 91Q: 3 clusters Score -3.068039e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 482011 members 
Entering Unmasked Estep 
Score: -30680372.000000 Penalty: 4254.483398
	Iteration 92Q: 3 clusters Score -3.068037e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 482018 members 
Entering Unmasked Estep 
Score: -30680396.000000 Penalty: 4254.483398
	Iteration 93Q: 3 clusters Score -3.06804e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 482027 members 
Entering Unmasked Estep 
Score: -30680412.000000 Penalty: 4254.483398
	Iteration 94Q: 3 clusters Score -3.068041e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 482034 members 
Entering Unmasked Estep 
Score: -30680410.000000 Penalty: 4254.483398
	Iteration 95Q: 3 clusters Score -3.068041e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 482042 members 
Entering Unmasked Estep 
Score: -30680412.000000 Penalty: 4254.483398
	Iteration 96Q: 3 clusters Score -3.068041e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 482049 members 
Entering Unmasked Estep 
Score: -30680414.000000 Penalty: 4254.483398
	Iteration 97Q: 3 clusters Score -3.068041e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 482054 members 
Entering Unmasked Estep 
Score: -30680392.000000 Penalty: 4254.483398
	Iteration 98Q: 3 clusters Score -3.068039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 482055 members 
Entering Unmasked Estep 
Score: -30680396.000000 Penalty: 4254.483398
	Iteration 99Q: 3 clusters Score -3.06804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 482060 members 
Entering Unmasked Estep 
Score: -30680388.000000 Penalty: 4254.483398
	Iteration 100F: 3 clusters Score -3.068039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 482060 members 
Entering Unmasked Estep 
Score: -30680392.000000 Penalty: 4254.483398
	Iteration 101Q: 3 clusters Score -3.068039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 482060 members 
Entering Unmasked Estep 
Score: -30680390.000000 Penalty: 4254.483398
	Iteration 102Q: 3 clusters Score -3.068039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 482059 members 
Entering Unmasked Estep 
Score: -30680380.000000 Penalty: 4254.483398
	Iteration 103Q: 3 clusters Score -3.068038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 482063 members 
Entering Unmasked Estep 
Score: -30680390.000000 Penalty: 4254.483398
	Iteration 104Q: 3 clusters Score -3.068039e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 482071 members 
Entering Unmasked Estep 
Score: -30680392.000000 Penalty: 4254.483398
	Iteration 105Q: 3 clusters Score -3.068039e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 482073 members 
Entering Unmasked Estep 
Score: -30680400.000000 Penalty: 4254.483398
	Iteration 106Q: 3 clusters Score -3.06804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 482076 members 
Entering Unmasked Estep 
Score: -30680396.000000 Penalty: 4254.483398
	Iteration 107Q: 3 clusters Score -3.06804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 482078 members 
Entering Unmasked Estep 
Score: -30680390.000000 Penalty: 4254.483398
	Iteration 108Q: 3 clusters Score -3.068039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 482079 members 
Entering Unmasked Estep 
Score: -30680390.000000 Penalty: 4254.483398
	Iteration 109Q: 3 clusters Score -3.068039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 482077 members 
Entering Unmasked Estep 
Score: -30680390.000000 Penalty: 4254.483398
	Iteration 110Q: 3 clusters Score -3.068039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 482078 members 
Entering Unmasked Estep 
Score: -30680406.000000 Penalty: 4254.483398
	Iteration 111Q: 3 clusters Score -3.068041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 482078 members 
Entering Unmasked Estep 
Score: -30680408.000000 Penalty: 4254.483398
	Iteration 112Q: 3 clusters Score -3.068041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 482078 members 
Entering Unmasked Estep 
Score: -30680396.000000 Penalty: 4254.483398
	Iteration 113Q: 3 clusters Score -3.06804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 482077 members 
Entering Unmasked Estep 
Score: -30680404.000000 Penalty: 4254.483398
	Iteration 114Q: 3 clusters Score -3.06804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 482076 members 
Entering Unmasked Estep 
Score: -30680406.000000 Penalty: 4254.483398
	Iteration 115Q: 3 clusters Score -3.068041e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 482076 members 
Entering Unmasked Estep 
Score: -30680406.000000 Penalty: 4254.483398
	Iteration 116F: 3 clusters Score -3.068041e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Entering Unmasked Estep 
Score: -238547.265625 Penalty: 1336.557251
	Iteration 0F: 2 clusters Score -238547.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -235324.140625 Penalty: 2673.114502
	Iteration 0F: 3 clusters Score -235324.1 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -236116.140625 Penalty: 2673.114502
	Iteration 1F: 3 clusters Score -236116.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -236272.765625 Penalty: 2673.114502
	Iteration 2F: 3 clusters Score -236272.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -236361.015625 Penalty: 2673.114502
	Iteration 3F: 3 clusters Score -236361 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -236413.578125 Penalty: 2673.114502
	Iteration 4Q: 3 clusters Score -236413.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -236461.906250 Penalty: 2673.114502
	Iteration 5Q: 3 clusters Score -236461.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -236526.109375 Penalty: 2673.114502
	Iteration 6Q: 3 clusters Score -236526.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -236585.968750 Penalty: 2673.114502
	Iteration 7Q: 3 clusters Score -236586 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -236642.078125 Penalty: 2673.114502
	Iteration 8Q: 3 clusters Score -236642.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -236679.312500 Penalty: 2673.114502
	Iteration 9Q: 3 clusters Score -236679.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -236716.343750 Penalty: 2673.114502
	Iteration 10Q: 3 clusters Score -236716.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -236763.484375 Penalty: 2673.114502
	Iteration 11Q: 3 clusters Score -236763.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -236804.343750 Penalty: 2673.114502
	Iteration 12Q: 3 clusters Score -236804.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -236847.859375 Penalty: 2673.114502
	Iteration 13Q: 3 clusters Score -236847.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -236888.796875 Penalty: 2673.114502
	Iteration 14Q: 3 clusters Score -236888.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -236923.921875 Penalty: 2673.114502
	Iteration 15Q: 3 clusters Score -236923.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -236956.671875 Penalty: 2673.114502
	Iteration 16Q: 3 clusters Score -236956.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -236989.140625 Penalty: 2673.114502
	Iteration 17Q: 3 clusters Score -236989.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -237011.468750 Penalty: 2673.114502
	Iteration 18Q: 3 clusters Score -237011.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -237038.843750 Penalty: 2673.114502
	Iteration 19Q: 3 clusters Score -237038.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -237060.000000 Penalty: 2673.114502
	Iteration 20F: 3 clusters Score -237060 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -237075.859375 Penalty: 2673.114502
	Iteration 21Q: 3 clusters Score -237075.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -237093.765625 Penalty: 2673.114502
	Iteration 22Q: 3 clusters Score -237093.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -237107.484375 Penalty: 2673.114502
	Iteration 23Q: 3 clusters Score -237107.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -237118.187500 Penalty: 2673.114502
	Iteration 24Q: 3 clusters Score -237118.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -237128.125000 Penalty: 2673.114502
	Iteration 25Q: 3 clusters Score -237128.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -237138.390625 Penalty: 2673.114502
	Iteration 26Q: 3 clusters Score -237138.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -237148.875000 Penalty: 2673.114502
	Iteration 27Q: 3 clusters Score -237148.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -237154.328125 Penalty: 2673.114502
	Iteration 28Q: 3 clusters Score -237154.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -237160.515625 Penalty: 2673.114502
	Iteration 29Q: 3 clusters Score -237160.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -237172.250000 Penalty: 2673.114502
	Iteration 30Q: 3 clusters Score -237172.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -237184.921875 Penalty: 2673.114502
	Iteration 31Q: 3 clusters Score -237184.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -237197.593750 Penalty: 2673.114502
	Iteration 32Q: 3 clusters Score -237197.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -237212.453125 Penalty: 2673.114502
	Iteration 33Q: 3 clusters Score -237212.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -237226.296875 Penalty: 2673.114502
	Iteration 34Q: 3 clusters Score -237226.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -237238.703125 Penalty: 2673.114502
	Iteration 35Q: 3 clusters Score -237238.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -237254.156250 Penalty: 2673.114502
	Iteration 36Q: 3 clusters Score -237254.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -237269.390625 Penalty: 2673.114502
	Iteration 37Q: 3 clusters Score -237269.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -237288.359375 Penalty: 2673.114502
	Iteration 38Q: 3 clusters Score -237288.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -237300.031250 Penalty: 2673.114502
	Iteration 39Q: 3 clusters Score -237300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -237312.796875 Penalty: 2673.114502
	Iteration 40F: 3 clusters Score -237312.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -237322.890625 Penalty: 2673.114502
	Iteration 41Q: 3 clusters Score -237322.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -237332.203125 Penalty: 2673.114502
	Iteration 42Q: 3 clusters Score -237332.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -237338.546875 Penalty: 2673.114502
	Iteration 43Q: 3 clusters Score -237338.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -237339.718750 Penalty: 2673.114502
	Iteration 44Q: 3 clusters Score -237339.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -237341.781250 Penalty: 2673.114502
	Iteration 45Q: 3 clusters Score -237341.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -237342.812500 Penalty: 2673.114502
	Iteration 46Q: 3 clusters Score -237342.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -237343.328125 Penalty: 2673.114502
	Iteration 47Q: 3 clusters Score -237343.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -237345.828125 Penalty: 2673.114502
	Iteration 48Q: 3 clusters Score -237345.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -237345.718750 Penalty: 2673.114502
	Iteration 49Q: 3 clusters Score -237345.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -237345.593750 Penalty: 2673.114502
	Iteration 50Q: 3 clusters Score -237345.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -237345.968750 Penalty: 2673.114502
	Iteration 51Q: 3 clusters Score -237346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -237346.828125 Penalty: 2673.114502
	Iteration 52Q: 3 clusters Score -237346.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -237348.078125 Penalty: 2673.114502
	Iteration 53Q: 3 clusters Score -237348.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -237348.031250 Penalty: 2673.114502
	Iteration 54Q: 3 clusters Score -237348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -237348.796875 Penalty: 2673.114502
	Iteration 55Q: 3 clusters Score -237348.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -237348.796875 Penalty: 2673.114502
	Iteration 56F: 3 clusters Score -237348.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Entering Unmasked Estep 
Score: -95057.726562 Penalty: 1191.297363
	Iteration 0F: 2 clusters Score -95057.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -93297.851562 Penalty: 2382.594727
	Iteration 0F: 3 clusters Score -93297.85 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -93664.156250 Penalty: 2382.594727
	Iteration 1F: 3 clusters Score -93664.16 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -93754.171875 Penalty: 2382.594727
	Iteration 2F: 3 clusters Score -93754.17 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -93802.273438 Penalty: 2382.594727
	Iteration 3Q: 3 clusters Score -93802.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -93825.921875 Penalty: 2382.594727
	Iteration 4Q: 3 clusters Score -93825.92 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -93841.453125 Penalty: 2382.594727
	Iteration 5Q: 3 clusters Score -93841.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -93855.046875 Penalty: 2382.594727
	Iteration 6Q: 3 clusters Score -93855.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -93869.937500 Penalty: 2382.594727
	Iteration 7Q: 3 clusters Score -93869.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -93887.789062 Penalty: 2382.594727
	Iteration 8Q: 3 clusters Score -93887.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -93905.070312 Penalty: 2382.594727
	Iteration 9Q: 3 clusters Score -93905.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -93925.804688 Penalty: 2382.594727
	Iteration 10Q: 3 clusters Score -93925.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -93944.070312 Penalty: 2382.594727
	Iteration 11Q: 3 clusters Score -93944.07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -93958.632812 Penalty: 2382.594727
	Iteration 12Q: 3 clusters Score -93958.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -93965.820312 Penalty: 2382.594727
	Iteration 13Q: 3 clusters Score -93965.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -93969.250000 Penalty: 2382.594727
	Iteration 14Q: 3 clusters Score -93969.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -93975.164062 Penalty: 2382.594727
	Iteration 15Q: 3 clusters Score -93975.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -93980.625000 Penalty: 2382.594727
	Iteration 16Q: 3 clusters Score -93980.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -93990.343750 Penalty: 2382.594727
	Iteration 17Q: 3 clusters Score -93990.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -93998.765625 Penalty: 2382.594727
	Iteration 18Q: 3 clusters Score -93998.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -94008.882812 Penalty: 2382.594727
	Iteration 19Q: 3 clusters Score -94008.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -94018.914062 Penalty: 2382.594727
	Iteration 20F: 3 clusters Score -94018.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -94028.773438 Penalty: 2382.594727
	Iteration 21Q: 3 clusters Score -94028.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -94034.937500 Penalty: 2382.594727
	Iteration 22Q: 3 clusters Score -94034.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -94037.687500 Penalty: 2382.594727
	Iteration 23Q: 3 clusters Score -94037.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -94039.984375 Penalty: 2382.594727
	Iteration 24Q: 3 clusters Score -94039.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -94045.085938 Penalty: 2382.594727
	Iteration 25Q: 3 clusters Score -94045.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -94052.953125 Penalty: 2382.594727
	Iteration 26Q: 3 clusters Score -94052.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -94058.734375 Penalty: 2382.594727
	Iteration 27Q: 3 clusters Score -94058.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -94061.093750 Penalty: 2382.594727
	Iteration 28Q: 3 clusters Score -94061.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -94062.429688 Penalty: 2382.594727
	Iteration 29Q: 3 clusters Score -94062.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -94064.210938 Penalty: 2382.594727
	Iteration 30Q: 3 clusters Score -94064.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -94065.453125 Penalty: 2382.594727
	Iteration 31Q: 3 clusters Score -94065.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -94065.453125 Penalty: 2382.594727
	Iteration 32F: 3 clusters Score -94065.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Entering Unmasked Estep 
Score: -533489.312500 Penalty: 1461.452026
	Iteration 0F: 2 clusters Score -533489.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -527656.625000 Penalty: 2922.904053
	Iteration 0F: 3 clusters Score -527656.6 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -529409.687500 Penalty: 2922.904053
	Iteration 1F: 3 clusters Score -529409.7 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -529623.437500 Penalty: 2922.904053
	Iteration 2F: 3 clusters Score -529623.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -529792.000000 Penalty: 2922.904053
	Iteration 3Q: 3 clusters Score -529792 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -529943.437500 Penalty: 2922.904053
	Iteration 4Q: 3 clusters Score -529943.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -530089.250000 Penalty: 2922.904053
	Iteration 5Q: 3 clusters Score -530089.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -530266.812500 Penalty: 2922.904053
	Iteration 6Q: 3 clusters Score -530266.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -530502.625000 Penalty: 2922.904053
	Iteration 7Q: 3 clusters Score -530502.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -530836.250000 Penalty: 2922.904053
	Iteration 8Q: 3 clusters Score -530836.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -531242.687500 Penalty: 2922.904053
	Iteration 9F: 3 clusters Score -531242.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -531703.937500 Penalty: 2922.904053
	Iteration 10F: 3 clusters Score -531703.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -532246.125000 Penalty: 2922.904053
	Iteration 11F: 3 clusters Score -532246.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -532687.125000 Penalty: 2922.904053
	Iteration 12Q: 3 clusters Score -532687.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -532974.875000 Penalty: 2922.904053
	Iteration 13Q: 3 clusters Score -532974.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -533112.812500 Penalty: 2922.904053
	Iteration 14Q: 3 clusters Score -533112.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -533176.812500 Penalty: 2922.904053
	Iteration 15Q: 3 clusters Score -533176.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -533204.500000 Penalty: 2922.904053
	Iteration 16Q: 3 clusters Score -533204.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -533215.687500 Penalty: 2922.904053
	Iteration 17Q: 3 clusters Score -533215.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -533222.312500 Penalty: 2922.904053
	Iteration 18Q: 3 clusters Score -533222.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -533225.187500 Penalty: 2922.904053
	Iteration 19Q: 3 clusters Score -533225.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -533226.937500 Penalty: 2922.904053
	Iteration 20F: 3 clusters Score -533226.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -533227.500000 Penalty: 2922.904053
	Iteration 21Q: 3 clusters Score -533227.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -533229.062500 Penalty: 2922.904053
	Iteration 22Q: 3 clusters Score -533229.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -533230.062500 Penalty: 2922.904053
	Iteration 23Q: 3 clusters Score -533230.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -533230.437500 Penalty: 2922.904053
	Iteration 24Q: 3 clusters Score -533230.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -533230.125000 Penalty: 2922.904053
	Iteration 25Q: 3 clusters Score -533230.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -533230.500000 Penalty: 2922.904053
	Iteration 26Q: 3 clusters Score -533230.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -533230.000000 Penalty: 2922.904053
	Iteration 27Q: 3 clusters Score -533230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -533230.000000 Penalty: 2922.904053
	Iteration 28F: 3 clusters Score -533230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Entering Unmasked Estep 
Score: -812428.625000 Penalty: 1528.766968
	Iteration 0F: 2 clusters Score -812428.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -803748.500000 Penalty: 3057.533936
	Iteration 0F: 3 clusters Score -803748.5 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -806625.187500 Penalty: 3057.533936
	Iteration 1F: 3 clusters Score -806625.2 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -807066.625000 Penalty: 3057.533936
	Iteration 2F: 3 clusters Score -807066.6 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -807666.312500 Penalty: 3057.533936
	Iteration 3F: 3 clusters Score -807666.3 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -808462.812500 Penalty: 3057.533936
	Iteration 4F: 3 clusters Score -808462.8 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -809340.187500 Penalty: 3057.533936
	Iteration 5F: 3 clusters Score -809340.2 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -809994.937500 Penalty: 3057.533936
	Iteration 6F: 3 clusters Score -809994.9 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -810387.062500 Penalty: 3057.533936
	Iteration 7F: 3 clusters Score -810387.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -810591.125000 Penalty: 3057.533936
	Iteration 8Q: 3 clusters Score -810591.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -810689.500000 Penalty: 3057.533936
	Iteration 9Q: 3 clusters Score -810689.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -810744.187500 Penalty: 3057.533936
	Iteration 10Q: 3 clusters Score -810744.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -810783.875000 Penalty: 3057.533936
	Iteration 11Q: 3 clusters Score -810783.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -810814.500000 Penalty: 3057.533936
	Iteration 12Q: 3 clusters Score -810814.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -810843.625000 Penalty: 3057.533936
	Iteration 13Q: 3 clusters Score -810843.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -810870.875000 Penalty: 3057.533936
	Iteration 14Q: 3 clusters Score -810870.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -810899.625000 Penalty: 3057.533936
	Iteration 15Q: 3 clusters Score -810899.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -810927.687500 Penalty: 3057.533936
	Iteration 16Q: 3 clusters Score -810927.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -810957.187500 Penalty: 3057.533936
	Iteration 17Q: 3 clusters Score -810957.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -810987.562500 Penalty: 3057.533936
	Iteration 18Q: 3 clusters Score -810987.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -811017.750000 Penalty: 3057.533936
	Iteration 19Q: 3 clusters Score -811017.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -811047.812500 Penalty: 3057.533936
	Iteration 20F: 3 clusters Score -811047.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -811068.687500 Penalty: 3057.533936
	Iteration 21Q: 3 clusters Score -811068.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -811091.250000 Penalty: 3057.533936
	Iteration 22Q: 3 clusters Score -811091.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -811112.875000 Penalty: 3057.533936
	Iteration 23Q: 3 clusters Score -811112.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -811136.000000 Penalty: 3057.533936
	Iteration 24Q: 3 clusters Score -811136 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -811156.750000 Penalty: 3057.533936
	Iteration 25Q: 3 clusters Score -811156.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -811175.250000 Penalty: 3057.533936
	Iteration 26Q: 3 clusters Score -811175.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -811186.250000 Penalty: 3057.533936
	Iteration 27Q: 3 clusters Score -811186.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -811200.250000 Penalty: 3057.533936
	Iteration 28Q: 3 clusters Score -811200.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -811210.562500 Penalty: 3057.533936
	Iteration 29Q: 3 clusters Score -811210.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -811221.125000 Penalty: 3057.533936
	Iteration 30Q: 3 clusters Score -811221.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -811230.062500 Penalty: 3057.533936
	Iteration 31Q: 3 clusters Score -811230.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -811240.812500 Penalty: 3057.533936
	Iteration 32Q: 3 clusters Score -811240.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -811255.000000 Penalty: 3057.533936
	Iteration 33Q: 3 clusters Score -811255 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -811265.187500 Penalty: 3057.533936
	Iteration 34Q: 3 clusters Score -811265.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -811269.687500 Penalty: 3057.533936
	Iteration 35Q: 3 clusters Score -811269.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -811277.250000 Penalty: 3057.533936
	Iteration 36Q: 3 clusters Score -811277.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -811275.750000 Penalty: 3057.533936
	Iteration 37Q: 3 clusters Score -811275.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -811276.812500 Penalty: 3057.533936
	Iteration 38Q: 3 clusters Score -811276.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -811280.812500 Penalty: 3057.533936
	Iteration 39Q: 3 clusters Score -811280.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -811280.875000 Penalty: 3057.533936
	Iteration 40F: 3 clusters Score -811280.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -811280.250000 Penalty: 3057.533936
	Iteration 41Q: 3 clusters Score -811280.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -811280.250000 Penalty: 3057.533936
	Iteration 42F: 3 clusters Score -811280.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Entering Unmasked Estep 
Score: -509440.531250 Penalty: 1470.576538
	Iteration 0F: 2 clusters Score -509440.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -503266.625000 Penalty: 2941.153076
	Iteration 0F: 3 clusters Score -503266.6 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -505180.625000 Penalty: 2941.153076
	Iteration 1F: 3 clusters Score -505180.6 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -505460.062500 Penalty: 2941.153076
	Iteration 2F: 3 clusters Score -505460.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -505691.531250 Penalty: 2941.153076
	Iteration 3F: 3 clusters Score -505691.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -505902.281250 Penalty: 2941.153076
	Iteration 4Q: 3 clusters Score -505902.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -506117.781250 Penalty: 2941.153076
	Iteration 5Q: 3 clusters Score -506117.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -506350.062500 Penalty: 2941.153076
	Iteration 6Q: 3 clusters Score -506350.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -506618.250000 Penalty: 2941.153076
	Iteration 7Q: 3 clusters Score -506618.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -506844.156250 Penalty: 2941.153076
	Iteration 8Q: 3 clusters Score -506844.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -507020.031250 Penalty: 2941.153076
	Iteration 9Q: 3 clusters Score -507020 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -507155.812500 Penalty: 2941.153076
	Iteration 10Q: 3 clusters Score -507155.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -507277.718750 Penalty: 2941.153076
	Iteration 11Q: 3 clusters Score -507277.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -507377.656250 Penalty: 2941.153076
	Iteration 12Q: 3 clusters Score -507377.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -507457.562500 Penalty: 2941.153076
	Iteration 13Q: 3 clusters Score -507457.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -507520.031250 Penalty: 2941.153076
	Iteration 14Q: 3 clusters Score -507520 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -507567.062500 Penalty: 2941.153076
	Iteration 15Q: 3 clusters Score -507567.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -507602.875000 Penalty: 2941.153076
	Iteration 16Q: 3 clusters Score -507602.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -507638.031250 Penalty: 2941.153076
	Iteration 17Q: 3 clusters Score -507638 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -507672.437500 Penalty: 2941.153076
	Iteration 18Q: 3 clusters Score -507672.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -507705.156250 Penalty: 2941.153076
	Iteration 19Q: 3 clusters Score -507705.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -507735.562500 Penalty: 2941.153076
	Iteration 20F: 3 clusters Score -507735.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -507765.968750 Penalty: 2941.153076
	Iteration 21Q: 3 clusters Score -507766 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -507797.875000 Penalty: 2941.153076
	Iteration 22Q: 3 clusters Score -507797.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -507822.312500 Penalty: 2941.153076
	Iteration 23Q: 3 clusters Score -507822.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -507841.343750 Penalty: 2941.153076
	Iteration 24Q: 3 clusters Score -507841.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -507855.375000 Penalty: 2941.153076
	Iteration 25Q: 3 clusters Score -507855.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -507868.281250 Penalty: 2941.153076
	Iteration 26Q: 3 clusters Score -507868.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -507885.093750 Penalty: 2941.153076
	Iteration 27Q: 3 clusters Score -507885.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -507905.343750 Penalty: 2941.153076
	Iteration 28Q: 3 clusters Score -507905.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -507921.687500 Penalty: 2941.153076
	Iteration 29Q: 3 clusters Score -507921.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -507938.343750 Penalty: 2941.153076
	Iteration 30Q: 3 clusters Score -507938.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -507951.750000 Penalty: 2941.153076
	Iteration 31Q: 3 clusters Score -507951.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -507965.718750 Penalty: 2941.153076
	Iteration 32Q: 3 clusters Score -507965.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -507980.968750 Penalty: 2941.153076
	Iteration 33Q: 3 clusters Score -507981 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -507991.750000 Penalty: 2941.153076
	Iteration 34Q: 3 clusters Score -507991.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -508014.531250 Penalty: 2941.153076
	Iteration 35Q: 3 clusters Score -508014.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -508032.562500 Penalty: 2941.153076
	Iteration 36Q: 3 clusters Score -508032.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -508052.187500 Penalty: 2941.153076
	Iteration 37Q: 3 clusters Score -508052.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -508065.312500 Penalty: 2941.153076
	Iteration 38Q: 3 clusters Score -508065.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -508079.218750 Penalty: 2941.153076
	Iteration 39Q: 3 clusters Score -508079.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -508092.875000 Penalty: 2941.153076
	Iteration 40F: 3 clusters Score -508092.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -508108.437500 Penalty: 2941.153076
	Iteration 41Q: 3 clusters Score -508108.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -508121.500000 Penalty: 2941.153076
	Iteration 42Q: 3 clusters Score -508121.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -508129.468750 Penalty: 2941.153076
	Iteration 43Q: 3 clusters Score -508129.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -508136.750000 Penalty: 2941.153076
	Iteration 44Q: 3 clusters Score -508136.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -508141.125000 Penalty: 2941.153076
	Iteration 45Q: 3 clusters Score -508141.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -508146.343750 Penalty: 2941.153076
	Iteration 46Q: 3 clusters Score -508146.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -508151.281250 Penalty: 2941.153076
	Iteration 47Q: 3 clusters Score -508151.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -508156.250000 Penalty: 2941.153076
	Iteration 48Q: 3 clusters Score -508156.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -508162.312500 Penalty: 2941.153076
	Iteration 49Q: 3 clusters Score -508162.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -508169.968750 Penalty: 2941.153076
	Iteration 50Q: 3 clusters Score -508170 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -508178.031250 Penalty: 2941.153076
	Iteration 51Q: 3 clusters Score -508178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -508183.500000 Penalty: 2941.153076
	Iteration 52Q: 3 clusters Score -508183.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -508188.312500 Penalty: 2941.153076
	Iteration 53Q: 3 clusters Score -508188.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -508192.562500 Penalty: 2941.153076
	Iteration 54Q: 3 clusters Score -508192.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -508195.468750 Penalty: 2941.153076
	Iteration 55Q: 3 clusters Score -508195.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -508199.531250 Penalty: 2941.153076
	Iteration 56Q: 3 clusters Score -508199.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -508201.750000 Penalty: 2941.153076
	Iteration 57Q: 3 clusters Score -508201.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -508201.968750 Penalty: 2941.153076
	Iteration 58Q: 3 clusters Score -508202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -508203.031250 Penalty: 2941.153076
	Iteration 59Q: 3 clusters Score -508203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -508203.468750 Penalty: 2941.153076
	Iteration 60F: 3 clusters Score -508203.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -508205.875000 Penalty: 2941.153076
	Iteration 61Q: 3 clusters Score -508205.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -508206.531250 Penalty: 2941.153076
	Iteration 62Q: 3 clusters Score -508206.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -508211.718750 Penalty: 2941.153076
	Iteration 63Q: 3 clusters Score -508211.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -508216.343750 Penalty: 2941.153076
	Iteration 64Q: 3 clusters Score -508216.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -508220.250000 Penalty: 2941.153076
	Iteration 65Q: 3 clusters Score -508220.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -508223.937500 Penalty: 2941.153076
	Iteration 66Q: 3 clusters Score -508223.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -508228.812500 Penalty: 2941.153076
	Iteration 67Q: 3 clusters Score -508228.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -508233.250000 Penalty: 2941.153076
	Iteration 68Q: 3 clusters Score -508233.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -508237.937500 Penalty: 2941.153076
	Iteration 69Q: 3 clusters Score -508237.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -508241.812500 Penalty: 2941.153076
	Iteration 70Q: 3 clusters Score -508241.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -508243.312500 Penalty: 2941.153076
	Iteration 71Q: 3 clusters Score -508243.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -508243.687500 Penalty: 2941.153076
	Iteration 72Q: 3 clusters Score -508243.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -508245.562500 Penalty: 2941.153076
	Iteration 73Q: 3 clusters Score -508245.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -508246.093750 Penalty: 2941.153076
	Iteration 74Q: 3 clusters Score -508246.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -508249.125000 Penalty: 2941.153076
	Iteration 75Q: 3 clusters Score -508249.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -508253.250000 Penalty: 2941.153076
	Iteration 76Q: 3 clusters Score -508253.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -508258.281250 Penalty: 2941.153076
	Iteration 77Q: 3 clusters Score -508258.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -508262.750000 Penalty: 2941.153076
	Iteration 78Q: 3 clusters Score -508262.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -508266.312500 Penalty: 2941.153076
	Iteration 79Q: 3 clusters Score -508266.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -508268.531250 Penalty: 2941.153076
	Iteration 80F: 3 clusters Score -508268.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -508277.062500 Penalty: 2941.153076
	Iteration 81Q: 3 clusters Score -508277.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -508284.250000 Penalty: 2941.153076
	Iteration 82Q: 3 clusters Score -508284.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -508291.062500 Penalty: 2941.153076
	Iteration 83Q: 3 clusters Score -508291.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -508303.375000 Penalty: 2941.153076
	Iteration 84Q: 3 clusters Score -508303.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -508315.468750 Penalty: 2941.153076
	Iteration 85Q: 3 clusters Score -508315.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -508324.906250 Penalty: 2941.153076
	Iteration 86Q: 3 clusters Score -508324.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -508328.281250 Penalty: 2941.153076
	Iteration 87Q: 3 clusters Score -508328.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -508334.687500 Penalty: 2941.153076
	Iteration 88Q: 3 clusters Score -508334.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -508339.156250 Penalty: 2941.153076
	Iteration 89Q: 3 clusters Score -508339.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -508344.812500 Penalty: 2941.153076
	Iteration 90Q: 3 clusters Score -508344.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -508350.906250 Penalty: 2941.153076
	Iteration 91Q: 3 clusters Score -508350.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -508354.375000 Penalty: 2941.153076
	Iteration 92Q: 3 clusters Score -508354.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -508356.093750 Penalty: 2941.153076
	Iteration 93Q: 3 clusters Score -508356.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -508357.812500 Penalty: 2941.153076
	Iteration 94Q: 3 clusters Score -508357.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -508358.625000 Penalty: 2941.153076
	Iteration 95Q: 3 clusters Score -508358.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -508360.656250 Penalty: 2941.153076
	Iteration 96Q: 3 clusters Score -508360.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -508361.437500 Penalty: 2941.153076
	Iteration 97Q: 3 clusters Score -508361.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -508363.125000 Penalty: 2941.153076
	Iteration 98Q: 3 clusters Score -508363.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -508366.500000 Penalty: 2941.153076
	Iteration 99Q: 3 clusters Score -508366.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -508368.437500 Penalty: 2941.153076
	Iteration 100F: 3 clusters Score -508368.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -508368.312500 Penalty: 2941.153076
	Iteration 101Q: 3 clusters Score -508368.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -508369.406250 Penalty: 2941.153076
	Iteration 102Q: 3 clusters Score -508369.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -508369.031250 Penalty: 2941.153076
	Iteration 103Q: 3 clusters Score -508369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -508369.031250 Penalty: 2941.153076
	Iteration 104F: 3 clusters Score -508369 nChanged 0
--- Evaluating fit on full set of 2041054 points ---
Entering Unmasked Estep 
Score: -126559136.000000 Penalty: 40136.296875
23->18 Clusters: Score -126559136.000000, best is -126578992.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 680351 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 29120 members 
Mstep: Class 3 contains 29424 members 
Mstep: Class 4 contains 29438 members 
Mstep: Class 5 contains 29560 members 
Mstep: Class 6 contains 29449 members 
Mstep: Class 7 contains 29320 members 
Mstep: Class 8 contains 29503 members 
Mstep: Class 9 contains 29756 members 
Mstep: Class 10 contains 29913 members 
Mstep: Class 11 contains 29340 members 
Mstep: Class 12 contains 29836 members 
Mstep: Class 13 contains 29470 members 
Mstep: Class 14 contains 29525 members 
Mstep: Class 15 contains 29559 members 
Mstep: Class 16 contains 29902 members 
Mstep: Class 17 contains 29805 members 
Mstep: Class 18 contains 29546 members 
Mstep: Class 19 contains 29735 members 
Mstep: Class 20 contains 29787 members 
Mstep: Class 21 contains 29646 members 
Mstep: Class 22 contains 29588 members 
Mstep: Class 23 contains 29585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 555.516052 but Gain 2182.433594
Score: -39563616.000000 Penalty: 48013.554688
Iteration 0F: 23 clusters Score -3.956362e+07 nChanged 645496
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 22658 members 
Mstep: Class 3 contains 24489 members 
Mstep: Class 4 contains 20068 members 
Mstep: Class 5 contains 24764 members 
Mstep: Class 7 contains 33731 members 
Mstep: Class 8 contains 23826 members 
Mstep: Class 9 contains 56787 members 
Mstep: Class 10 contains 34458 members 
Mstep: Class 11 contains 26275 members 
Mstep: Class 12 contains 38052 members 
Mstep: Class 13 contains 51379 members 
Mstep: Class 14 contains 21092 members 
Mstep: Class 15 contains 28013 members 
Mstep: Class 16 contains 21100 members 
Mstep: Class 17 contains 41562 members 
Mstep: Class 18 contains 26267 members 
Mstep: Class 19 contains 24151 members 
Mstep: Class 20 contains 29709 members 
Mstep: Class 21 contains 35818 members 
Mstep: Class 22 contains 35385 members 
Mstep: Class 23 contains 38259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41149940.000000 Penalty: 48013.554688
Iteration 1F: 23 clusters Score -4.114994e+07 nChanged 198877
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 19364 members 
Mstep: Class 3 contains 21357 members 
Mstep: Class 4 contains 17807 members 
Mstep: Class 5 contains 19339 members 
Mstep: Class 7 contains 35401 members 
Mstep: Class 8 contains 16598 members 
Mstep: Class 9 contains 90989 members 
Mstep: Class 10 contains 27446 members 
Mstep: Class 11 contains 22079 members 
Mstep: Class 12 contains 43859 members 
Mstep: Class 13 contains 50401 members 
Mstep: Class 14 contains 18954 members 
Mstep: Class 15 contains 22845 members 
Mstep: Class 16 contains 17395 members 
Mstep: Class 17 contains 48774 members 
Mstep: Class 18 contains 19414 members 
Mstep: Class 19 contains 15194 members 
Mstep: Class 20 contains 33139 members 
Mstep: Class 21 contains 44173 members 
Mstep: Class 22 contains 30731 members 
Mstep: Class 23 contains 47091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41421088.000000 Penalty: 48013.554688
Iteration 2F: 23 clusters Score -4.142109e+07 nChanged 161633
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 15906 members 
Mstep: Class 3 contains 16817 members 
Mstep: Class 4 contains 17002 members 
Mstep: Class 5 contains 12841 members 
Mstep: Class 7 contains 34523 members 
Mstep: Class 8 contains 11601 members 
Mstep: Class 9 contains 125911 members 
Mstep: Class 10 contains 20463 members 
Mstep: Class 11 contains 18943 members 
Mstep: Class 12 contains 50895 members 
Mstep: Class 13 contains 43295 members 
Mstep: Class 14 contains 17320 members 
Mstep: Class 15 contains 15942 members 
Mstep: Class 16 contains 14619 members 
Mstep: Class 17 contains 54909 members 
Mstep: Class 18 contains 14602 members 
Mstep: Class 19 contains 9222 members 
Mstep: Class 20 contains 35080 members 
Mstep: Class 21 contains 51289 members 
Mstep: Class 22 contains 23461 members 
Mstep: Class 23 contains 60378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41589636.000000 Penalty: 48013.554688
Iteration 3F: 23 clusters Score -4.158964e+07 nChanged 129725
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 12137 members 
Mstep: Class 3 contains 12301 members 
Mstep: Class 4 contains 16041 members 
Mstep: Class 5 contains 7595 members 
Mstep: Class 7 contains 30498 members 
Mstep: Class 8 contains 8008 members 
Mstep: Class 9 contains 165418 members 
Mstep: Class 10 contains 17257 members 
Mstep: Class 11 contains 16365 members 
Mstep: Class 12 contains 56565 members 
Mstep: Class 13 contains 34896 members 
Mstep: Class 14 contains 14623 members 
Mstep: Class 15 contains 10727 members 
Mstep: Class 16 contains 12483 members 
Mstep: Class 17 contains 55061 members 
Mstep: Class 18 contains 12478 members 
Mstep: Class 19 contains 5845 members 
Mstep: Class 20 contains 34657 members 
Mstep: Class 21 contains 53257 members 
Mstep: Class 22 contains 17445 members 
Mstep: Class 23 contains 73708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41717636.000000 Penalty: 48013.554688
Iteration 4F: 23 clusters Score -4.171764e+07 nChanged 111695
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 9006 members 
Mstep: Class 3 contains 8055 members 
Mstep: Class 4 contains 14483 members 
Mstep: Class 5 contains 4136 members 
Mstep: Class 7 contains 23643 members 
Mstep: Class 8 contains 6109 members 
Mstep: Class 9 contains 213675 members 
Mstep: Class 10 contains 16749 members 
Mstep: Class 11 contains 14199 members 
Mstep: Class 12 contains 60728 members 
Mstep: Class 13 contains 28034 members 
Mstep: Class 14 contains 11265 members 
Mstep: Class 15 contains 7186 members 
Mstep: Class 16 contains 10108 members 
Mstep: Class 17 contains 49819 members 
Mstep: Class 18 contains 12197 members 
Mstep: Class 19 contains 3906 members 
Mstep: Class 20 contains 33091 members 
Mstep: Class 21 contains 50394 members 
Mstep: Class 22 contains 12681 members 
Mstep: Class 23 contains 80239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41827996.000000 Penalty: 48013.554688
Iteration 5F: 23 clusters Score -4.1828e+07 nChanged 98888
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 7141 members 
Mstep: Class 3 contains 4705 members 
Mstep: Class 4 contains 13004 members 
Mstep: Class 5 contains 2274 members 
Mstep: Class 7 contains 15454 members 
Mstep: Class 8 contains 5289 members 
Mstep: Class 9 contains 267784 members 
Mstep: Class 10 contains 17201 members 
Mstep: Class 11 contains 12423 members 
Mstep: Class 12 contains 62519 members 
Mstep: Class 13 contains 22557 members 
Mstep: Class 14 contains 7770 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 7718 members 
Mstep: Class 17 contains 40818 members 
Mstep: Class 18 contains 12673 members 
Mstep: Class 19 contains 2586 members 
Mstep: Class 20 contains 31489 members 
Mstep: Class 21 contains 43800 members 
Mstep: Class 22 contains 8734 members 
Mstep: Class 23 contains 81573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1935.971436 but Gain 2182.433594
Score: -41925020.000000 Penalty: 45831.121094
Iteration 6F: 22 clusters Score -4.192502e+07 nChanged 84981
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 6022 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 11808 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 5119 members 
Mstep: Class 9 contains 319384 members 
Mstep: Class 10 contains 17913 members 
Mstep: Class 11 contains 11000 members 
Mstep: Class 12 contains 61763 members 
Mstep: Class 13 contains 17989 members 
Mstep: Class 14 contains 4755 members 
Mstep: Class 15 contains 2892 members 
Mstep: Class 16 contains 5630 members 
Mstep: Class 17 contains 31273 members 
Mstep: Class 18 contains 13672 members 
Mstep: Class 20 contains 30604 members 
Mstep: Class 21 contains 35263 members 
Mstep: Class 22 contains 5664 members 
Mstep: Class 23 contains 81308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1312.048218 but Gain 2182.437500
Score: -42006352.000000 Penalty: 43648.683594
Iteration 7F: 21 clusters Score -4.200635e+07 nChanged 65220
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 5164 members 
Mstep: Class 4 contains 10570 members 
Mstep: Class 5 contains 1134 members 
Mstep: Class 7 contains 3725 members 
Mstep: Class 8 contains 4881 members 
Mstep: Class 9 contains 360926 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 9991 members 
Mstep: Class 12 contains 58581 members 
Mstep: Class 13 contains 14169 members 
Mstep: Class 14 contains 2706 members 
Mstep: Class 15 contains 1900 members 
Mstep: Class 16 contains 4018 members 
Mstep: Class 17 contains 23702 members 
Mstep: Class 18 contains 14091 members 
Mstep: Class 20 contains 30078 members 
Mstep: Class 21 contains 27480 members 
Mstep: Class 22 contains 3472 members 
Mstep: Class 23 contains 80612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1485.734253 but Gain 2182.433594
Score: -42064680.000000 Penalty: 41466.250000
Iteration 8F: 20 clusters Score -4.206468e+07 nChanged 47085
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4584 members 
Mstep: Class 4 contains 9448 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 4768 members 
Mstep: Class 9 contains 390544 members 
Mstep: Class 10 contains 18949 members 
Mstep: Class 11 contains 9398 members 
Mstep: Class 12 contains 53910 members 
Mstep: Class 13 contains 11259 members 
Mstep: Class 14 contains 1524 members 
Mstep: Class 16 contains 2998 members 
Mstep: Class 17 contains 18712 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 20 contains 29776 members 
Mstep: Class 21 contains 22004 members 
Mstep: Class 22 contains 2189 members 
Mstep: Class 23 contains 79916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 820.184082 but Gain 2182.433594
Score: -42102312.000000 Penalty: 39283.816406
Iteration 9F: 19 clusters Score -4.210231e+07 nChanged 33519
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4317 members 
Mstep: Class 4 contains 8538 members 
Mstep: Class 5 contains 1073 members 
Mstep: Class 8 contains 4687 members 
Mstep: Class 9 contains 411266 members 
Mstep: Class 10 contains 19175 members 
Mstep: Class 11 contains 8942 members 
Mstep: Class 12 contains 49060 members 
Mstep: Class 13 contains 9448 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 16 contains 2515 members 
Mstep: Class 17 contains 15285 members 
Mstep: Class 18 contains 13981 members 
Mstep: Class 20 contains 28756 members 
Mstep: Class 21 contains 18365 members 
Mstep: Class 22 contains 1479 members 
Mstep: Class 23 contains 79479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 937.288208 but Gain 2182.433594
Score: -42127256.000000 Penalty: 37101.382812
Iteration 10Q: 18 clusters Score -4.212726e+07 nChanged 24974
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 4 contains 7795 members 
Mstep: Class 5 contains 1091 members 
Mstep: Class 8 contains 4606 members 
Mstep: Class 9 contains 426141 members 
Mstep: Class 10 contains 19084 members 
Mstep: Class 11 contains 8654 members 
Mstep: Class 12 contains 45351 members 
Mstep: Class 13 contains 8289 members 
Mstep: Class 16 contains 2318 members 
Mstep: Class 17 contains 12693 members 
Mstep: Class 18 contains 13882 members 
Mstep: Class 20 contains 27404 members 
Mstep: Class 21 contains 16030 members 
Mstep: Class 22 contains 1111 members 
Mstep: Class 23 contains 79173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1274.901123 but Gain 2182.433594
Score: -42144380.000000 Penalty: 34918.949219
Iteration 11Q: 17 clusters Score -4.214438e+07 nChanged 19867
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4146 members 
Mstep: Class 4 contains 7178 members 
Mstep: Class 5 contains 1128 members 
Mstep: Class 8 contains 4545 members 
Mstep: Class 9 contains 437358 members 
Mstep: Class 10 contains 18574 members 
Mstep: Class 11 contains 8464 members 
Mstep: Class 12 contains 43269 members 
Mstep: Class 13 contains 7695 members 
Mstep: Class 16 contains 2326 members 
Mstep: Class 17 contains 10402 members 
Mstep: Class 18 contains 13814 members 
Mstep: Class 20 contains 25819 members 
Mstep: Class 21 contains 14481 members 
Mstep: Class 23 contains 78974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2093.788574 but Gain 2182.435547
Score: -42155644.000000 Penalty: 32736.513672
Iteration 12Q: 16 clusters Score -4.215564e+07 nChanged 16976
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 2 contains 4145 members 
Mstep: Class 4 contains 6528 members 
Mstep: Class 5 contains 1139 members 
Mstep: Class 8 contains 4461 members 
Mstep: Class 9 contains 445911 members 
Mstep: Class 10 contains 17903 members 
Mstep: Class 11 contains 8528 members 
Mstep: Class 12 contains 42851 members 
Mstep: Class 13 contains 7252 members 
Mstep: Class 16 contains 2434 members 
Mstep: Class 17 contains 8535 members 
Mstep: Class 18 contains 13816 members 
Mstep: Class 20 contains 24275 members 
Mstep: Class 21 contains 13712 members 
Mstep: Class 23 contains 78853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42164836.000000 Penalty: 32736.513672
Iteration 13Q: 16 clusters Score -4.216484e+07 nChanged 12302
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 4158 members 
Mstep: Class 4 contains 6052 members 
Mstep: Class 5 contains 1143 members 
Mstep: Class 8 contains 4384 members 
Mstep: Class 9 contains 451970 members 
Mstep: Class 10 contains 17276 members 
Mstep: Class 11 contains 8525 members 
Mstep: Class 12 contains 42236 members 
Mstep: Class 13 contains 7021 members 
Mstep: Class 16 contains 2578 members 
Mstep: Class 17 contains 6877 members 
Mstep: Class 18 contains 13849 members 
Mstep: Class 20 contains 22547 members 
Mstep: Class 21 contains 12993 members 
Mstep: Class 23 contains 78733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170480.000000 Penalty: 32736.513672
Iteration 14Q: 16 clusters Score -4.217048e+07 nChanged 9674
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 4183 members 
Mstep: Class 4 contains 5790 members 
Mstep: Class 5 contains 1143 members 
Mstep: Class 8 contains 4280 members 
Mstep: Class 9 contains 456798 members 
Mstep: Class 10 contains 16680 members 
Mstep: Class 11 contains 8600 members 
Mstep: Class 12 contains 41667 members 
Mstep: Class 13 contains 6881 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 5625 members 
Mstep: Class 18 contains 13868 members 
Mstep: Class 20 contains 21032 members 
Mstep: Class 21 contains 12453 members 
Mstep: Class 23 contains 78639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173572.000000 Penalty: 32736.513672
Iteration 15Q: 16 clusters Score -4.217357e+07 nChanged 7837
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 4243 members 
Mstep: Class 4 contains 5594 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 8 contains 4177 members 
Mstep: Class 9 contains 460723 members 
Mstep: Class 10 contains 16191 members 
Mstep: Class 11 contains 8695 members 
Mstep: Class 12 contains 41113 members 
Mstep: Class 13 contains 6760 members 
Mstep: Class 16 contains 2780 members 
Mstep: Class 17 contains 4681 members 
Mstep: Class 18 contains 13940 members 
Mstep: Class 20 contains 19700 members 
Mstep: Class 21 contains 12042 members 
Mstep: Class 23 contains 78561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176088.000000 Penalty: 32736.513672
Iteration 16Q: 16 clusters Score -4.217609e+07 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 4345 members 
Mstep: Class 4 contains 5450 members 
Mstep: Class 5 contains 1138 members 
Mstep: Class 8 contains 4066 members 
Mstep: Class 9 contains 464010 members 
Mstep: Class 10 contains 15799 members 
Mstep: Class 11 contains 8814 members 
Mstep: Class 12 contains 40467 members 
Mstep: Class 13 contains 6673 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 4015 members 
Mstep: Class 18 contains 14004 members 
Mstep: Class 20 contains 18514 members 
Mstep: Class 21 contains 11704 members 
Mstep: Class 23 contains 78505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177836.000000 Penalty: 32736.513672
Iteration 17Q: 16 clusters Score -4.217784e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 4459 members 
Mstep: Class 4 contains 5336 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 8 contains 3970 members 
Mstep: Class 9 contains 466709 members 
Mstep: Class 10 contains 15456 members 
Mstep: Class 11 contains 8946 members 
Mstep: Class 12 contains 39797 members 
Mstep: Class 13 contains 6626 members 
Mstep: Class 16 contains 2881 members 
Mstep: Class 17 contains 3537 members 
Mstep: Class 18 contains 14086 members 
Mstep: Class 20 contains 17520 members 
Mstep: Class 21 contains 11407 members 
Mstep: Class 23 contains 78477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42179412.000000 Penalty: 32736.513672
Iteration 18Q: 16 clusters Score -4.217941e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 4584 members 
Mstep: Class 4 contains 5280 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 8 contains 3859 members 
Mstep: Class 9 contains 468998 members 
Mstep: Class 10 contains 15153 members 
Mstep: Class 11 contains 9021 members 
Mstep: Class 12 contains 39172 members 
Mstep: Class 13 contains 6587 members 
Mstep: Class 16 contains 2928 members 
Mstep: Class 17 contains 3145 members 
Mstep: Class 18 contains 14188 members 
Mstep: Class 20 contains 16684 members 
Mstep: Class 21 contains 11165 members 
Mstep: Class 23 contains 78443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42180596.000000 Penalty: 32736.513672
Iteration 19Q: 16 clusters Score -4.21806e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 4685 members 
Mstep: Class 4 contains 5261 members 
Mstep: Class 5 contains 1138 members 
Mstep: Class 8 contains 3747 members 
Mstep: Class 9 contains 470964 members 
Mstep: Class 10 contains 14898 members 
Mstep: Class 11 contains 9110 members 
Mstep: Class 12 contains 38542 members 
Mstep: Class 13 contains 6543 members 
Mstep: Class 16 contains 2957 members 
Mstep: Class 17 contains 2870 members 
Mstep: Class 18 contains 14268 members 
Mstep: Class 20 contains 15990 members 
Mstep: Class 21 contains 10940 members 
Mstep: Class 23 contains 78429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42181836.000000 Penalty: 32736.513672
Iteration 20F: 16 clusters Score -4.218184e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 4767 members 
Mstep: Class 4 contains 5066 members 
Mstep: Class 5 contains 1146 members 
Mstep: Class 8 contains 3633 members 
Mstep: Class 9 contains 472641 members 
Mstep: Class 10 contains 14676 members 
Mstep: Class 11 contains 9174 members 
Mstep: Class 12 contains 37919 members 
Mstep: Class 13 contains 6523 members 
Mstep: Class 16 contains 3140 members 
Mstep: Class 17 contains 2653 members 
Mstep: Class 18 contains 14373 members 
Mstep: Class 20 contains 15459 members 
Mstep: Class 21 contains 10747 members 
Mstep: Class 23 contains 78425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182792.000000 Penalty: 32736.513672
Iteration 21Q: 16 clusters Score -4.218279e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 4845 members 
Mstep: Class 4 contains 4942 members 
Mstep: Class 5 contains 1150 members 
Mstep: Class 8 contains 3505 members 
Mstep: Class 9 contains 474085 members 
Mstep: Class 10 contains 14527 members 
Mstep: Class 11 contains 9218 members 
Mstep: Class 12 contains 37337 members 
Mstep: Class 13 contains 6495 members 
Mstep: Class 16 contains 3240 members 
Mstep: Class 17 contains 2496 members 
Mstep: Class 18 contains 14469 members 
Mstep: Class 20 contains 15036 members 
Mstep: Class 21 contains 10592 members 
Mstep: Class 23 contains 78405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183508.000000 Penalty: 32736.513672
Iteration 22Q: 16 clusters Score -4.218351e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 4907 members 
Mstep: Class 4 contains 4877 members 
Mstep: Class 5 contains 1164 members 
Mstep: Class 8 contains 3362 members 
Mstep: Class 9 contains 475417 members 
Mstep: Class 10 contains 14406 members 
Mstep: Class 11 contains 9263 members 
Mstep: Class 12 contains 36739 members 
Mstep: Class 13 contains 6459 members 
Mstep: Class 16 contains 3256 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 18 contains 14594 members 
Mstep: Class 20 contains 14697 members 
Mstep: Class 21 contains 10448 members 
Mstep: Class 23 contains 78378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42184020.000000 Penalty: 32736.513672
Iteration 23Q: 16 clusters Score -4.218402e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 4986 members 
Mstep: Class 4 contains 4866 members 
Mstep: Class 5 contains 1173 members 
Mstep: Class 8 contains 3206 members 
Mstep: Class 9 contains 476573 members 
Mstep: Class 10 contains 14265 members 
Mstep: Class 11 contains 9307 members 
Mstep: Class 12 contains 36188 members 
Mstep: Class 13 contains 6443 members 
Mstep: Class 16 contains 3222 members 
Mstep: Class 17 contains 2270 members 
Mstep: Class 18 contains 14723 members 
Mstep: Class 20 contains 14432 members 
Mstep: Class 21 contains 10327 members 
Mstep: Class 23 contains 78361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42184336.000000 Penalty: 32736.513672
Iteration 24Q: 16 clusters Score -4.218434e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 4 contains 4892 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 8 contains 3036 members 
Mstep: Class 9 contains 477610 members 
Mstep: Class 10 contains 14125 members 
Mstep: Class 11 contains 9355 members 
Mstep: Class 12 contains 35683 members 
Mstep: Class 13 contains 6422 members 
Mstep: Class 16 contains 3175 members 
Mstep: Class 17 contains 2184 members 
Mstep: Class 18 contains 14854 members 
Mstep: Class 20 contains 14251 members 
Mstep: Class 21 contains 10196 members 
Mstep: Class 23 contains 78337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42184784.000000 Penalty: 32736.513672
Iteration 25Q: 16 clusters Score -4.218478e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 5127 members 
Mstep: Class 4 contains 4930 members 
Mstep: Class 5 contains 1162 members 
Mstep: Class 8 contains 2831 members 
Mstep: Class 9 contains 478485 members 
Mstep: Class 10 contains 13990 members 
Mstep: Class 11 contains 9395 members 
Mstep: Class 12 contains 35198 members 
Mstep: Class 13 contains 6428 members 
Mstep: Class 16 contains 3129 members 
Mstep: Class 17 contains 2127 members 
Mstep: Class 18 contains 15017 members 
Mstep: Class 20 contains 14130 members 
Mstep: Class 21 contains 10067 members 
Mstep: Class 23 contains 78326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42185140.000000 Penalty: 32736.513672
Iteration 26Q: 16 clusters Score -4.218514e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 5200 members 
Mstep: Class 4 contains 4983 members 
Mstep: Class 5 contains 1159 members 
Mstep: Class 8 contains 2618 members 
Mstep: Class 9 contains 479257 members 
Mstep: Class 10 contains 13859 members 
Mstep: Class 11 contains 9440 members 
Mstep: Class 12 contains 34707 members 
Mstep: Class 13 contains 6457 members 
Mstep: Class 16 contains 3079 members 
Mstep: Class 17 contains 2076 members 
Mstep: Class 18 contains 15182 members 
Mstep: Class 20 contains 14051 members 
Mstep: Class 21 contains 9961 members 
Mstep: Class 23 contains 78313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42185420.000000 Penalty: 32736.513672
Iteration 27Q: 16 clusters Score -4.218542e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 5274 members 
Mstep: Class 4 contains 5064 members 
Mstep: Class 5 contains 1160 members 
Mstep: Class 8 contains 2409 members 
Mstep: Class 9 contains 479900 members 
Mstep: Class 10 contains 13726 members 
Mstep: Class 11 contains 9461 members 
Mstep: Class 12 contains 34263 members 
Mstep: Class 13 contains 6461 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 2026 members 
Mstep: Class 18 contains 15330 members 
Mstep: Class 20 contains 14048 members 
Mstep: Class 21 contains 9880 members 
Mstep: Class 23 contains 78302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42185664.000000 Penalty: 32736.513672
Iteration 28Q: 16 clusters Score -4.218566e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 5352 members 
Mstep: Class 4 contains 5118 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 480507 members 
Mstep: Class 10 contains 13609 members 
Mstep: Class 11 contains 9490 members 
Mstep: Class 12 contains 33866 members 
Mstep: Class 13 contains 6462 members 
Mstep: Class 16 contains 3007 members 
Mstep: Class 17 contains 1967 members 
Mstep: Class 18 contains 15459 members 
Mstep: Class 20 contains 14044 members 
Mstep: Class 21 contains 9799 members 
Mstep: Class 23 contains 78280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42186092.000000 Penalty: 32736.513672
Iteration 29Q: 16 clusters Score -4.218609e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 5425 members 
Mstep: Class 4 contains 5183 members 
Mstep: Class 5 contains 1177 members 
Mstep: Class 8 contains 2034 members 
Mstep: Class 9 contains 481057 members 
Mstep: Class 10 contains 13527 members 
Mstep: Class 11 contains 9513 members 
Mstep: Class 12 contains 33456 members 
Mstep: Class 13 contains 6464 members 
Mstep: Class 16 contains 2976 members 
Mstep: Class 17 contains 1929 members 
Mstep: Class 18 contains 15577 members 
Mstep: Class 20 contains 14055 members 
Mstep: Class 21 contains 9712 members 
Mstep: Class 23 contains 78257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42186488.000000 Penalty: 32736.513672
Iteration 30Q: 16 clusters Score -4.218649e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 5501 members 
Mstep: Class 4 contains 5221 members 
Mstep: Class 5 contains 1183 members 
Mstep: Class 8 contains 1905 members 
Mstep: Class 9 contains 481584 members 
Mstep: Class 10 contains 13439 members 
Mstep: Class 11 contains 9529 members 
Mstep: Class 12 contains 33091 members 
Mstep: Class 13 contains 6486 members 
Mstep: Class 16 contains 2956 members 
Mstep: Class 17 contains 1889 members 
Mstep: Class 18 contains 15631 members 
Mstep: Class 20 contains 14062 members 
Mstep: Class 21 contains 9630 members 
Mstep: Class 23 contains 78235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42186564.000000 Penalty: 32736.513672
Iteration 31Q: 16 clusters Score -4.218656e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 5568 members 
Mstep: Class 4 contains 5268 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 8 contains 1810 members 
Mstep: Class 9 contains 482061 members 
Mstep: Class 10 contains 13364 members 
Mstep: Class 11 contains 9557 members 
Mstep: Class 12 contains 32750 members 
Mstep: Class 13 contains 6497 members 
Mstep: Class 16 contains 2941 members 
Mstep: Class 17 contains 1838 members 
Mstep: Class 18 contains 15646 members 
Mstep: Class 20 contains 14088 members 
Mstep: Class 21 contains 9558 members 
Mstep: Class 23 contains 78216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42186656.000000 Penalty: 32736.513672
Iteration 32Q: 16 clusters Score -4.218666e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 5624 members 
Mstep: Class 4 contains 5322 members 
Mstep: Class 5 contains 1185 members 
Mstep: Class 8 contains 1739 members 
Mstep: Class 9 contains 482513 members 
Mstep: Class 10 contains 13290 members 
Mstep: Class 11 contains 9563 members 
Mstep: Class 12 contains 32419 members 
Mstep: Class 13 contains 6489 members 
Mstep: Class 16 contains 2927 members 
Mstep: Class 17 contains 1795 members 
Mstep: Class 18 contains 15665 members 
Mstep: Class 20 contains 14126 members 
Mstep: Class 21 contains 9490 members 
Mstep: Class 23 contains 78195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42186832.000000 Penalty: 32736.513672
Iteration 33Q: 16 clusters Score -4.218683e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 5676 members 
Mstep: Class 4 contains 5393 members 
Mstep: Class 5 contains 1186 members 
Mstep: Class 8 contains 1672 members 
Mstep: Class 9 contains 482912 members 
Mstep: Class 10 contains 13199 members 
Mstep: Class 11 contains 9572 members 
Mstep: Class 12 contains 32111 members 
Mstep: Class 13 contains 6481 members 
Mstep: Class 16 contains 2921 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 15682 members 
Mstep: Class 20 contains 14167 members 
Mstep: Class 21 contains 9424 members 
Mstep: Class 23 contains 78176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42186908.000000 Penalty: 32736.513672
Iteration 34Q: 16 clusters Score -4.218691e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 5732 members 
Mstep: Class 4 contains 5451 members 
Mstep: Class 5 contains 1187 members 
Mstep: Class 8 contains 1619 members 
Mstep: Class 9 contains 483292 members 
Mstep: Class 10 contains 13124 members 
Mstep: Class 11 contains 9582 members 
Mstep: Class 12 contains 31827 members 
Mstep: Class 13 contains 6468 members 
Mstep: Class 16 contains 2920 members 
Mstep: Class 17 contains 1744 members 
Mstep: Class 18 contains 15691 members 
Mstep: Class 20 contains 14204 members 
Mstep: Class 21 contains 9361 members 
Mstep: Class 23 contains 78140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42187156.000000 Penalty: 32736.513672
Iteration 35Q: 16 clusters Score -4.218716e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 5773 members 
Mstep: Class 4 contains 5497 members 
Mstep: Class 5 contains 1189 members 
Mstep: Class 8 contains 1582 members 
Mstep: Class 9 contains 483663 members 
Mstep: Class 10 contains 13066 members 
Mstep: Class 11 contains 9599 members 
Mstep: Class 12 contains 31543 members 
Mstep: Class 13 contains 6472 members 
Mstep: Class 16 contains 2915 members 
Mstep: Class 17 contains 1717 members 
Mstep: Class 18 contains 15681 members 
Mstep: Class 20 contains 14240 members 
Mstep: Class 21 contains 9303 members 
Mstep: Class 23 contains 78102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42187352.000000 Penalty: 32736.513672
Iteration 36Q: 16 clusters Score -4.218735e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 5807 members 
Mstep: Class 4 contains 5538 members 
Mstep: Class 5 contains 1191 members 
Mstep: Class 8 contains 1562 members 
Mstep: Class 9 contains 484012 members 
Mstep: Class 10 contains 13000 members 
Mstep: Class 11 contains 9615 members 
Mstep: Class 12 contains 31255 members 
Mstep: Class 13 contains 6472 members 
Mstep: Class 16 contains 2912 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 15676 members 
Mstep: Class 20 contains 14286 members 
Mstep: Class 21 contains 9255 members 
Mstep: Class 23 contains 78070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42187472.000000 Penalty: 32736.513672
Iteration 37Q: 16 clusters Score -4.218747e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 5854 members 
Mstep: Class 4 contains 5594 members 
Mstep: Class 5 contains 1193 members 
Mstep: Class 8 contains 1550 members 
Mstep: Class 9 contains 484265 members 
Mstep: Class 10 contains 12931 members 
Mstep: Class 11 contains 9644 members 
Mstep: Class 12 contains 30990 members 
Mstep: Class 13 contains 6497 members 
Mstep: Class 16 contains 2908 members 
Mstep: Class 17 contains 1675 members 
Mstep: Class 18 contains 15666 members 
Mstep: Class 20 contains 14340 members 
Mstep: Class 21 contains 9197 members 
Mstep: Class 23 contains 78038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42187616.000000 Penalty: 32736.513672
Iteration 38Q: 16 clusters Score -4.218762e+07 nChanged 891
Entering ConstructFrom: 
Score: -42187616.000000 Penalty: 32736.513672
Entering ConstructFrom: 
Trying to split cluster 2 (5906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Entering Unmasked Estep 
Score: -370241.875000 Penalty: 1411.105225
	Iteration 0F: 2 clusters Score -370241.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -365678.781250 Penalty: 2822.210449
	Iteration 0F: 3 clusters Score -365678.8 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -366930.406250 Penalty: 2822.210449
	Iteration 1F: 3 clusters Score -366930.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -367105.468750 Penalty: 2822.210449
	Iteration 2F: 3 clusters Score -367105.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -367246.468750 Penalty: 2822.210449
	Iteration 3Q: 3 clusters Score -367246.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -367375.468750 Penalty: 2822.210449
	Iteration 4Q: 3 clusters Score -367375.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -367493.531250 Penalty: 2822.210449
	Iteration 5Q: 3 clusters Score -367493.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -367603.312500 Penalty: 2822.210449
	Iteration 6Q: 3 clusters Score -367603.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -367721.718750 Penalty: 2822.210449
	Iteration 7Q: 3 clusters Score -367721.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -367846.062500 Penalty: 2822.210449
	Iteration 8Q: 3 clusters Score -367846.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -367970.593750 Penalty: 2822.210449
	Iteration 9Q: 3 clusters Score -367970.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -368096.125000 Penalty: 2822.210449
	Iteration 10Q: 3 clusters Score -368096.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -368239.968750 Penalty: 2822.210449
	Iteration 11Q: 3 clusters Score -368240 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -368362.718750 Penalty: 2822.210449
	Iteration 12Q: 3 clusters Score -368362.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -368485.750000 Penalty: 2822.210449
	Iteration 13Q: 3 clusters Score -368485.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -368573.937500 Penalty: 2822.210449
	Iteration 14Q: 3 clusters Score -368573.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -368642.531250 Penalty: 2822.210449
	Iteration 15Q: 3 clusters Score -368642.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -368684.875000 Penalty: 2822.210449
	Iteration 16Q: 3 clusters Score -368684.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -368706.718750 Penalty: 2822.210449
	Iteration 17Q: 3 clusters Score -368706.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -368729.843750 Penalty: 2822.210449
	Iteration 18Q: 3 clusters Score -368729.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -368748.312500 Penalty: 2822.210449
	Iteration 19Q: 3 clusters Score -368748.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -368763.656250 Penalty: 2822.210449
	Iteration 20F: 3 clusters Score -368763.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -368775.562500 Penalty: 2822.210449
	Iteration 21Q: 3 clusters Score -368775.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -368786.562500 Penalty: 2822.210449
	Iteration 22Q: 3 clusters Score -368786.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -368793.437500 Penalty: 2822.210449
	Iteration 23Q: 3 clusters Score -368793.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -368799.156250 Penalty: 2822.210449
	Iteration 24Q: 3 clusters Score -368799.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -368804.343750 Penalty: 2822.210449
	Iteration 25Q: 3 clusters Score -368804.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -368812.812500 Penalty: 2822.210449
	Iteration 26Q: 3 clusters Score -368812.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -368820.062500 Penalty: 2822.210449
	Iteration 27Q: 3 clusters Score -368820.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -368827.968750 Penalty: 2822.210449
	Iteration 28Q: 3 clusters Score -368828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -368833.125000 Penalty: 2822.210449
	Iteration 29Q: 3 clusters Score -368833.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -368837.625000 Penalty: 2822.210449
	Iteration 30Q: 3 clusters Score -368837.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -368842.343750 Penalty: 2822.210449
	Iteration 31Q: 3 clusters Score -368842.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -368845.812500 Penalty: 2822.210449
	Iteration 32Q: 3 clusters Score -368845.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -368850.531250 Penalty: 2822.210449
	Iteration 33Q: 3 clusters Score -368850.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -368856.468750 Penalty: 2822.210449
	Iteration 34Q: 3 clusters Score -368856.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -368857.812500 Penalty: 2822.210449
	Iteration 35Q: 3 clusters Score -368857.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -368861.531250 Penalty: 2822.210449
	Iteration 36Q: 3 clusters Score -368861.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -368868.562500 Penalty: 2822.210449
	Iteration 37Q: 3 clusters Score -368868.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -368873.531250 Penalty: 2822.210449
	Iteration 38Q: 3 clusters Score -368873.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -368881.156250 Penalty: 2822.210449
	Iteration 39Q: 3 clusters Score -368881.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -368885.812500 Penalty: 2822.210449
	Iteration 40F: 3 clusters Score -368885.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -368893.406250 Penalty: 2822.210449
	Iteration 41Q: 3 clusters Score -368893.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -368902.250000 Penalty: 2822.210449
	Iteration 42Q: 3 clusters Score -368902.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -368911.812500 Penalty: 2822.210449
	Iteration 43Q: 3 clusters Score -368911.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -368927.750000 Penalty: 2822.210449
	Iteration 44Q: 3 clusters Score -368927.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -368951.500000 Penalty: 2822.210449
	Iteration 45Q: 3 clusters Score -368951.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -368978.718750 Penalty: 2822.210449
	Iteration 46Q: 3 clusters Score -368978.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -369003.750000 Penalty: 2822.210449
	Iteration 47Q: 3 clusters Score -369003.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -369026.218750 Penalty: 2822.210449
	Iteration 48Q: 3 clusters Score -369026.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -369056.343750 Penalty: 2822.210449
	Iteration 49Q: 3 clusters Score -369056.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -369077.875000 Penalty: 2822.210449
	Iteration 50Q: 3 clusters Score -369077.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -369100.781250 Penalty: 2822.210449
	Iteration 51Q: 3 clusters Score -369100.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -369118.000000 Penalty: 2822.210449
	Iteration 52Q: 3 clusters Score -369118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -369127.312500 Penalty: 2822.210449
	Iteration 53Q: 3 clusters Score -369127.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -369133.718750 Penalty: 2822.210449
	Iteration 54Q: 3 clusters Score -369133.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -369139.125000 Penalty: 2822.210449
	Iteration 55Q: 3 clusters Score -369139.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -369143.375000 Penalty: 2822.210449
	Iteration 56Q: 3 clusters Score -369143.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -369148.500000 Penalty: 2822.210449
	Iteration 57Q: 3 clusters Score -369148.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -369153.156250 Penalty: 2822.210449
	Iteration 58Q: 3 clusters Score -369153.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -369153.718750 Penalty: 2822.210449
	Iteration 59Q: 3 clusters Score -369153.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -369154.281250 Penalty: 2822.210449
	Iteration 60F: 3 clusters Score -369154.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -369155.187500 Penalty: 2822.210449
	Iteration 61Q: 3 clusters Score -369155.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -369157.125000 Penalty: 2822.210449
	Iteration 62Q: 3 clusters Score -369157.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -369158.406250 Penalty: 2822.210449
	Iteration 63Q: 3 clusters Score -369158.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -369160.531250 Penalty: 2822.210449
	Iteration 64Q: 3 clusters Score -369160.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -369160.531250 Penalty: 2822.210449
	Iteration 65Q: 3 clusters Score -369160.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -369161.437500 Penalty: 2822.210449
	Iteration 66Q: 3 clusters Score -369161.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -369162.156250 Penalty: 2822.210449
	Iteration 67Q: 3 clusters Score -369162.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -369163.718750 Penalty: 2822.210449
	Iteration 68Q: 3 clusters Score -369163.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -369164.125000 Penalty: 2822.210449
	Iteration 69Q: 3 clusters Score -369164.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -369164.125000 Penalty: 2822.210449
	Iteration 70F: 3 clusters Score -369164.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -305577.687500 Penalty: 1403.789185
	Iteration 0F: 2 clusters Score -305577.7 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 2845 members 
Entering Unmasked Estep 
Score: -301224.000000 Penalty: 2807.578369
	Iteration 0F: 3 clusters Score -301224 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -302645.875000 Penalty: 2807.578369
	Iteration 1F: 3 clusters Score -302645.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -302923.062500 Penalty: 2807.578369
	Iteration 2F: 3 clusters Score -302923.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -303136.531250 Penalty: 2807.578369
	Iteration 3F: 3 clusters Score -303136.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -303301.843750 Penalty: 2807.578369
	Iteration 4F: 3 clusters Score -303301.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -303454.937500 Penalty: 2807.578369
	Iteration 5Q: 3 clusters Score -303454.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -303618.218750 Penalty: 2807.578369
	Iteration 6Q: 3 clusters Score -303618.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -303768.906250 Penalty: 2807.578369
	Iteration 7Q: 3 clusters Score -303768.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -303876.281250 Penalty: 2807.578369
	Iteration 8Q: 3 clusters Score -303876.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -303951.656250 Penalty: 2807.578369
	Iteration 9Q: 3 clusters Score -303951.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -304010.062500 Penalty: 2807.578369
	Iteration 10Q: 3 clusters Score -304010.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -304051.437500 Penalty: 2807.578369
	Iteration 11Q: 3 clusters Score -304051.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -304082.937500 Penalty: 2807.578369
	Iteration 12Q: 3 clusters Score -304082.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -304108.343750 Penalty: 2807.578369
	Iteration 13Q: 3 clusters Score -304108.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -304120.562500 Penalty: 2807.578369
	Iteration 14Q: 3 clusters Score -304120.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -304132.343750 Penalty: 2807.578369
	Iteration 15Q: 3 clusters Score -304132.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -304141.500000 Penalty: 2807.578369
	Iteration 16Q: 3 clusters Score -304141.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -304148.125000 Penalty: 2807.578369
	Iteration 17Q: 3 clusters Score -304148.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -304153.593750 Penalty: 2807.578369
	Iteration 18Q: 3 clusters Score -304153.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -304158.875000 Penalty: 2807.578369
	Iteration 19Q: 3 clusters Score -304158.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -304169.781250 Penalty: 2807.578369
	Iteration 20F: 3 clusters Score -304169.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -304178.625000 Penalty: 2807.578369
	Iteration 21Q: 3 clusters Score -304178.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -304188.250000 Penalty: 2807.578369
	Iteration 22Q: 3 clusters Score -304188.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -304201.437500 Penalty: 2807.578369
	Iteration 23Q: 3 clusters Score -304201.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -304219.750000 Penalty: 2807.578369
	Iteration 24Q: 3 clusters Score -304219.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -304241.406250 Penalty: 2807.578369
	Iteration 25Q: 3 clusters Score -304241.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -304267.625000 Penalty: 2807.578369
	Iteration 26Q: 3 clusters Score -304267.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -304302.531250 Penalty: 2807.578369
	Iteration 27Q: 3 clusters Score -304302.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -304353.843750 Penalty: 2807.578369
	Iteration 28Q: 3 clusters Score -304353.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -304412.250000 Penalty: 2807.578369
	Iteration 29Q: 3 clusters Score -304412.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -304472.593750 Penalty: 2807.578369
	Iteration 30Q: 3 clusters Score -304472.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -304514.031250 Penalty: 2807.578369
	Iteration 31Q: 3 clusters Score -304514 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -304559.218750 Penalty: 2807.578369
	Iteration 32Q: 3 clusters Score -304559.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -304614.718750 Penalty: 2807.578369
	Iteration 33Q: 3 clusters Score -304614.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -304663.281250 Penalty: 2807.578369
	Iteration 34Q: 3 clusters Score -304663.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -304688.625000 Penalty: 2807.578369
	Iteration 35Q: 3 clusters Score -304688.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -304705.343750 Penalty: 2807.578369
	Iteration 36Q: 3 clusters Score -304705.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -304719.593750 Penalty: 2807.578369
	Iteration 37Q: 3 clusters Score -304719.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -304732.312500 Penalty: 2807.578369
	Iteration 38Q: 3 clusters Score -304732.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -304750.062500 Penalty: 2807.578369
	Iteration 39Q: 3 clusters Score -304750.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -304763.000000 Penalty: 2807.578369
	Iteration 40F: 3 clusters Score -304763 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -304773.250000 Penalty: 2807.578369
	Iteration 41Q: 3 clusters Score -304773.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -304783.437500 Penalty: 2807.578369
	Iteration 42Q: 3 clusters Score -304783.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -304799.562500 Penalty: 2807.578369
	Iteration 43Q: 3 clusters Score -304799.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -304835.343750 Penalty: 2807.578369
	Iteration 44Q: 3 clusters Score -304835.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -304913.093750 Penalty: 2807.578369
	Iteration 45Q: 3 clusters Score -304913.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -304948.812500 Penalty: 2807.578369
	Iteration 46Q: 3 clusters Score -304948.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -304965.437500 Penalty: 2807.578369
	Iteration 47Q: 3 clusters Score -304965.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -304981.718750 Penalty: 2807.578369
	Iteration 48Q: 3 clusters Score -304981.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -304995.000000 Penalty: 2807.578369
	Iteration 49Q: 3 clusters Score -304995 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -305003.156250 Penalty: 2807.578369
	Iteration 50Q: 3 clusters Score -305003.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -305008.937500 Penalty: 2807.578369
	Iteration 51Q: 3 clusters Score -305008.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -305010.500000 Penalty: 2807.578369
	Iteration 52Q: 3 clusters Score -305010.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -305010.406250 Penalty: 2807.578369
	Iteration 53Q: 3 clusters Score -305010.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -305010.406250 Penalty: 2807.578369
	Iteration 54F: 3 clusters Score -305010.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Entering Unmasked Estep 
Score: -67429.031250 Penalty: 1150.640991
	Iteration 0F: 2 clusters Score -67429.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -65838.585938 Penalty: 2301.281982
	Iteration 0F: 3 clusters Score -65838.59 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -66107.984375 Penalty: 2301.281982
	Iteration 1F: 3 clusters Score -66107.98 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -66186.007812 Penalty: 2301.281982
	Iteration 2F: 3 clusters Score -66186.01 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -66223.710938 Penalty: 2301.281982
	Iteration 3Q: 3 clusters Score -66223.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -66256.671875 Penalty: 2301.281982
	Iteration 4Q: 3 clusters Score -66256.67 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -66278.976562 Penalty: 2301.281982
	Iteration 5Q: 3 clusters Score -66278.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -66296.648438 Penalty: 2301.281982
	Iteration 6Q: 3 clusters Score -66296.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -66317.781250 Penalty: 2301.281982
	Iteration 7Q: 3 clusters Score -66317.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -66328.976562 Penalty: 2301.281982
	Iteration 8Q: 3 clusters Score -66328.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -66343.328125 Penalty: 2301.281982
	Iteration 9Q: 3 clusters Score -66343.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -66355.804688 Penalty: 2301.281982
	Iteration 10Q: 3 clusters Score -66355.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -66362.093750 Penalty: 2301.281982
	Iteration 11Q: 3 clusters Score -66362.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -66365.968750 Penalty: 2301.281982
	Iteration 12Q: 3 clusters Score -66365.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -66370.164062 Penalty: 2301.281982
	Iteration 13Q: 3 clusters Score -66370.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -66371.664062 Penalty: 2301.281982
	Iteration 14Q: 3 clusters Score -66371.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -66371.828125 Penalty: 2301.281982
	Iteration 15Q: 3 clusters Score -66371.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -66371.828125 Penalty: 2301.281982
	Iteration 16F: 3 clusters Score -66371.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Entering Unmasked Estep 
Score: -86808.281250 Penalty: 1191.828491
	Iteration 0F: 2 clusters Score -86808.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -85037.054688 Penalty: 2383.656982
	Iteration 0F: 3 clusters Score -85037.05 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -85424.757812 Penalty: 2383.656982
	Iteration 1F: 3 clusters Score -85424.76 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -85524.218750 Penalty: 2383.656982
	Iteration 2F: 3 clusters Score -85524.22 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -85572.507812 Penalty: 2383.656982
	Iteration 3Q: 3 clusters Score -85572.51 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -85606.585938 Penalty: 2383.656982
	Iteration 4Q: 3 clusters Score -85606.59 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -85624.132812 Penalty: 2383.656982
	Iteration 5Q: 3 clusters Score -85624.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -85641.437500 Penalty: 2383.656982
	Iteration 6Q: 3 clusters Score -85641.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -85664.710938 Penalty: 2383.656982
	Iteration 7Q: 3 clusters Score -85664.71 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -85692.148438 Penalty: 2383.656982
	Iteration 8Q: 3 clusters Score -85692.15 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -85725.460938 Penalty: 2383.656982
	Iteration 9Q: 3 clusters Score -85725.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -85764.250000 Penalty: 2383.656982
	Iteration 10Q: 3 clusters Score -85764.25 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -85800.039062 Penalty: 2383.656982
	Iteration 11Q: 3 clusters Score -85800.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -85825.976562 Penalty: 2383.656982
	Iteration 12Q: 3 clusters Score -85825.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -85841.242188 Penalty: 2383.656982
	Iteration 13Q: 3 clusters Score -85841.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -85860.218750 Penalty: 2383.656982
	Iteration 14Q: 3 clusters Score -85860.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -85877.585938 Penalty: 2383.656982
	Iteration 15Q: 3 clusters Score -85877.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -85886.921875 Penalty: 2383.656982
	Iteration 16Q: 3 clusters Score -85886.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -85898.132812 Penalty: 2383.656982
	Iteration 17Q: 3 clusters Score -85898.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -85911.234375 Penalty: 2383.656982
	Iteration 18Q: 3 clusters Score -85911.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -85921.968750 Penalty: 2383.656982
	Iteration 19Q: 3 clusters Score -85921.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -85932.531250 Penalty: 2383.656982
	Iteration 20F: 3 clusters Score -85932.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -85937.710938 Penalty: 2383.656982
	Iteration 21Q: 3 clusters Score -85937.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -85942.929688 Penalty: 2383.656982
	Iteration 22Q: 3 clusters Score -85942.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -85946.125000 Penalty: 2383.656982
	Iteration 23Q: 3 clusters Score -85946.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -85946.859375 Penalty: 2383.656982
	Iteration 24Q: 3 clusters Score -85946.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -85947.609375 Penalty: 2383.656982
	Iteration 25Q: 3 clusters Score -85947.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -85949.882812 Penalty: 2383.656982
	Iteration 26Q: 3 clusters Score -85949.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -85951.132812 Penalty: 2383.656982
	Iteration 27Q: 3 clusters Score -85951.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -85951.929688 Penalty: 2383.656982
	Iteration 28Q: 3 clusters Score -85951.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -85951.929688 Penalty: 2383.656982
	Iteration 29F: 3 clusters Score -85951.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (484520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484520 members 
Entering Unmasked Estep 
Score: -30689312.000000 Penalty: 2127.273438
	Iteration 0F: 2 clusters Score -3.068931e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242315 members 
Mstep: Class 2 contains 242205 members 
Entering Unmasked Estep 
Score: -30363050.000000 Penalty: 4254.546875
	Iteration 0F: 3 clusters Score -3.036305e+07 nChanged 237318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251023 members 
Mstep: Class 2 contains 233497 members 
Entering Unmasked Estep 
Score: -30508140.000000 Penalty: 4254.546875
	Iteration 1F: 3 clusters Score -3.050814e+07 nChanged 15638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256907 members 
Mstep: Class 2 contains 227613 members 
Entering Unmasked Estep 
Score: -30511956.000000 Penalty: 4254.546875
	Iteration 2Q: 3 clusters Score -3.051196e+07 nChanged 17927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265860 members 
Mstep: Class 2 contains 218660 members 
Entering Unmasked Estep 
Score: -30517750.000000 Penalty: 4254.546875
	Iteration 3Q: 3 clusters Score -3.051775e+07 nChanged 21162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278774 members 
Mstep: Class 2 contains 205746 members 
Entering Unmasked Estep 
Score: -30525492.000000 Penalty: 4254.546875
	Iteration 4Q: 3 clusters Score -3.052549e+07 nChanged 24834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296550 members 
Mstep: Class 2 contains 187970 members 
Entering Unmasked Estep 
Score: -30536680.000000 Penalty: 4254.546875
	Iteration 5F: 3 clusters Score -3.053668e+07 nChanged 28487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319803 members 
Mstep: Class 2 contains 164717 members 
Entering Unmasked Estep 
Score: -30552134.000000 Penalty: 4254.546875
	Iteration 6F: 3 clusters Score -3.055213e+07 nChanged 31786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348607 members 
Mstep: Class 2 contains 135913 members 
Entering Unmasked Estep 
Score: -30572546.000000 Penalty: 4254.546875
	Iteration 7F: 3 clusters Score -3.057255e+07 nChanged 34096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381463 members 
Mstep: Class 2 contains 103057 members 
Entering Unmasked Estep 
Score: -30597526.000000 Penalty: 4254.546875
	Iteration 8F: 3 clusters Score -3.059753e+07 nChanged 34138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415251 members 
Mstep: Class 2 contains 69269 members 
Entering Unmasked Estep 
Score: -30626230.000000 Penalty: 4254.546875
	Iteration 9F: 3 clusters Score -3.062623e+07 nChanged 29501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444714 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -30652530.000000 Penalty: 4254.546875
	Iteration 10F: 3 clusters Score -3.065253e+07 nChanged 20862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465574 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -30671732.000000 Penalty: 4254.546875
	Iteration 11Q: 3 clusters Score -3.067173e+07 nChanged 11364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476938 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -30681628.000000 Penalty: 4254.546875
	Iteration 12Q: 3 clusters Score -3.068163e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481521 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -30685508.000000 Penalty: 4254.546875
	Iteration 13Q: 3 clusters Score -3.068551e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483105 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -30686734.000000 Penalty: 4254.546875
	Iteration 14Q: 3 clusters Score -3.068673e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483668 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -30687120.000000 Penalty: 4254.546875
	Iteration 15Q: 3 clusters Score -3.068712e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483879 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -30687270.000000 Penalty: 4254.546875
	Iteration 16Q: 3 clusters Score -3.068727e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483982 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -30687428.000000 Penalty: 4254.546875
	Iteration 17Q: 3 clusters Score -3.068743e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484029 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -30687488.000000 Penalty: 4254.546875
	Iteration 18Q: 3 clusters Score -3.068749e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484038 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -30687550.000000 Penalty: 4254.546875
	Iteration 19Q: 3 clusters Score -3.068755e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484039 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -30687596.000000 Penalty: 4254.546875
	Iteration 20F: 3 clusters Score -3.06876e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484043 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -30687622.000000 Penalty: 4254.546875
	Iteration 21Q: 3 clusters Score -3.068762e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484044 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -30687644.000000 Penalty: 4254.546875
	Iteration 22Q: 3 clusters Score -3.068764e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484048 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -30687666.000000 Penalty: 4254.546875
	Iteration 23Q: 3 clusters Score -3.068767e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484046 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -30687678.000000 Penalty: 4254.546875
	Iteration 24Q: 3 clusters Score -3.068768e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484043 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -30687698.000000 Penalty: 4254.546875
	Iteration 25Q: 3 clusters Score -3.06877e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484043 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -30687714.000000 Penalty: 4254.546875
	Iteration 26Q: 3 clusters Score -3.068771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484039 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -30687702.000000 Penalty: 4254.546875
	Iteration 27Q: 3 clusters Score -3.06877e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484034 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -30687720.000000 Penalty: 4254.546875
	Iteration 28Q: 3 clusters Score -3.068772e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484035 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -30687710.000000 Penalty: 4254.546875
	Iteration 29Q: 3 clusters Score -3.068771e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484034 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -30687720.000000 Penalty: 4254.546875
	Iteration 30Q: 3 clusters Score -3.068772e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484032 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -30687712.000000 Penalty: 4254.546875
	Iteration 31Q: 3 clusters Score -3.068771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484032 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -30687728.000000 Penalty: 4254.546875
	Iteration 32Q: 3 clusters Score -3.068773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484032 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -30687726.000000 Penalty: 4254.546875
	Iteration 33Q: 3 clusters Score -3.068773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484031 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -30687732.000000 Penalty: 4254.546875
	Iteration 34Q: 3 clusters Score -3.068773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484032 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -30687734.000000 Penalty: 4254.546875
	Iteration 35Q: 3 clusters Score -3.068773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484034 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -30687754.000000 Penalty: 4254.546875
	Iteration 36Q: 3 clusters Score -3.068775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484035 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -30687750.000000 Penalty: 4254.546875
	Iteration 37Q: 3 clusters Score -3.068775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484036 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -30687738.000000 Penalty: 4254.546875
	Iteration 38Q: 3 clusters Score -3.068774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484037 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -30687740.000000 Penalty: 4254.546875
	Iteration 39Q: 3 clusters Score -3.068774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484038 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -30687740.000000 Penalty: 4254.546875
	Iteration 40F: 3 clusters Score -3.068774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484037 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -30687740.000000 Penalty: 4254.546875
	Iteration 41Q: 3 clusters Score -3.068774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484037 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -30687740.000000 Penalty: 4254.546875
	Iteration 42F: 3 clusters Score -3.068774e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Entering Unmasked Estep 
Score: -795931.125000 Penalty: 1537.302124
	Iteration 0F: 2 clusters Score -795931.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -786916.375000 Penalty: 3074.604248
	Iteration 0F: 3 clusters Score -786916.4 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -790001.875000 Penalty: 3074.604248
	Iteration 1F: 3 clusters Score -790001.9 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -790377.875000 Penalty: 3074.604248
	Iteration 2F: 3 clusters Score -790377.9 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -790768.875000 Penalty: 3074.604248
	Iteration 3F: 3 clusters Score -790768.9 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -791148.937500 Penalty: 3074.604248
	Iteration 4F: 3 clusters Score -791148.9 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -791471.687500 Penalty: 3074.604248
	Iteration 5F: 3 clusters Score -791471.7 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -791788.875000 Penalty: 3074.604248
	Iteration 6Q: 3 clusters Score -791788.9 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -792139.312500 Penalty: 3074.604248
	Iteration 7Q: 3 clusters Score -792139.3 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -792560.687500 Penalty: 3074.604248
	Iteration 8Q: 3 clusters Score -792560.7 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -793068.437500 Penalty: 3074.604248
	Iteration 9F: 3 clusters Score -793068.4 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -793682.500000 Penalty: 3074.604248
	Iteration 10F: 3 clusters Score -793682.5 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -794386.750000 Penalty: 3074.604248
	Iteration 11F: 3 clusters Score -794386.8 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -795006.812500 Penalty: 3074.604248
	Iteration 12Q: 3 clusters Score -795006.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -795380.625000 Penalty: 3074.604248
	Iteration 13Q: 3 clusters Score -795380.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -795565.562500 Penalty: 3074.604248
	Iteration 14Q: 3 clusters Score -795565.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -795655.062500 Penalty: 3074.604248
	Iteration 15Q: 3 clusters Score -795655.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -795699.812500 Penalty: 3074.604248
	Iteration 16Q: 3 clusters Score -795699.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -795722.562500 Penalty: 3074.604248
	Iteration 17Q: 3 clusters Score -795722.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -795732.687500 Penalty: 3074.604248
	Iteration 18Q: 3 clusters Score -795732.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -795741.375000 Penalty: 3074.604248
	Iteration 19Q: 3 clusters Score -795741.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -795746.000000 Penalty: 3074.604248
	Iteration 20F: 3 clusters Score -795746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -795747.500000 Penalty: 3074.604248
	Iteration 21Q: 3 clusters Score -795747.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -795748.187500 Penalty: 3074.604248
	Iteration 22Q: 3 clusters Score -795748.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -795747.437500 Penalty: 3074.604248
	Iteration 23Q: 3 clusters Score -795747.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -795749.750000 Penalty: 3074.604248
	Iteration 24Q: 3 clusters Score -795749.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -795753.375000 Penalty: 3074.604248
	Iteration 25Q: 3 clusters Score -795753.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -795751.312500 Penalty: 3074.604248
	Iteration 26Q: 3 clusters Score -795751.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -795749.062500 Penalty: 3074.604248
	Iteration 27Q: 3 clusters Score -795749.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -795749.062500 Penalty: 3074.604248
	Iteration 28Q: 3 clusters Score -795749.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -795749.250000 Penalty: 3074.604248
	Iteration 29Q: 3 clusters Score -795749.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -795748.937500 Penalty: 3074.604248
	Iteration 30Q: 3 clusters Score -795748.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -795748.937500 Penalty: 3074.604248
	Iteration 31F: 3 clusters Score -795748.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Entering Unmasked Estep 
Score: -608909.000000 Penalty: 1491.160034
	Iteration 0F: 2 clusters Score -608909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -602008.125000 Penalty: 2982.320068
	Iteration 0F: 3 clusters Score -602008.1 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -604213.437500 Penalty: 2982.320068
	Iteration 1F: 3 clusters Score -604213.4 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -604427.437500 Penalty: 2982.320068
	Iteration 2F: 3 clusters Score -604427.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -604630.125000 Penalty: 2982.320068
	Iteration 3Q: 3 clusters Score -604630.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -604859.875000 Penalty: 2982.320068
	Iteration 4Q: 3 clusters Score -604859.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -605111.375000 Penalty: 2982.320068
	Iteration 5F: 3 clusters Score -605111.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -605350.312500 Penalty: 2982.320068
	Iteration 6Q: 3 clusters Score -605350.3 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -605600.312500 Penalty: 2982.320068
	Iteration 7F: 3 clusters Score -605600.3 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -605841.500000 Penalty: 2982.320068
	Iteration 8Q: 3 clusters Score -605841.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -606121.562500 Penalty: 2982.320068
	Iteration 9Q: 3 clusters Score -606121.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -606391.062500 Penalty: 2982.320068
	Iteration 10Q: 3 clusters Score -606391.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -606617.000000 Penalty: 2982.320068
	Iteration 11Q: 3 clusters Score -606617 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -606798.250000 Penalty: 2982.320068
	Iteration 12Q: 3 clusters Score -606798.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -606968.562500 Penalty: 2982.320068
	Iteration 13Q: 3 clusters Score -606968.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -607160.187500 Penalty: 2982.320068
	Iteration 14Q: 3 clusters Score -607160.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -607335.687500 Penalty: 2982.320068
	Iteration 15Q: 3 clusters Score -607335.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -607513.562500 Penalty: 2982.320068
	Iteration 16Q: 3 clusters Score -607513.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -607693.750000 Penalty: 2982.320068
	Iteration 17Q: 3 clusters Score -607693.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -607779.500000 Penalty: 2982.320068
	Iteration 18Q: 3 clusters Score -607779.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -607823.250000 Penalty: 2982.320068
	Iteration 19Q: 3 clusters Score -607823.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -607853.875000 Penalty: 2982.320068
	Iteration 20F: 3 clusters Score -607853.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -607875.562500 Penalty: 2982.320068
	Iteration 21Q: 3 clusters Score -607875.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -607882.062500 Penalty: 2982.320068
	Iteration 22Q: 3 clusters Score -607882.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -607889.062500 Penalty: 2982.320068
	Iteration 23Q: 3 clusters Score -607889.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -607894.500000 Penalty: 2982.320068
	Iteration 24Q: 3 clusters Score -607894.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -607896.625000 Penalty: 2982.320068
	Iteration 25Q: 3 clusters Score -607896.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -607900.875000 Penalty: 2982.320068
	Iteration 26Q: 3 clusters Score -607900.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -607902.500000 Penalty: 2982.320068
	Iteration 27Q: 3 clusters Score -607902.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -607902.062500 Penalty: 2982.320068
	Iteration 28Q: 3 clusters Score -607902.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -607904.562500 Penalty: 2982.320068
	Iteration 29Q: 3 clusters Score -607904.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -607905.937500 Penalty: 2982.320068
	Iteration 30Q: 3 clusters Score -607905.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -607905.937500 Penalty: 2982.320068
	Iteration 31F: 3 clusters Score -607905.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Entering Unmasked Estep 
Score: -1978675.625000 Penalty: 1679.243774
	Iteration 0F: 2 clusters Score -1978676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -1958115.250000 Penalty: 3358.487549
	Iteration 0F: 3 clusters Score -1958115 nChanged 14062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -1965801.625000 Penalty: 3358.487549
	Iteration 1F: 3 clusters Score -1965802 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -1966186.750000 Penalty: 3358.487549
	Iteration 2Q: 3 clusters Score -1966187 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -1966581.250000 Penalty: 3358.487549
	Iteration 3Q: 3 clusters Score -1966581 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -1967037.625000 Penalty: 3358.487549
	Iteration 4Q: 3 clusters Score -1967038 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -1967605.500000 Penalty: 3358.487549
	Iteration 5Q: 3 clusters Score -1967606 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -1968373.625000 Penalty: 3358.487549
	Iteration 6Q: 3 clusters Score -1968374 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -1969438.125000 Penalty: 3358.487549
	Iteration 7F: 3 clusters Score -1969438 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -1970876.750000 Penalty: 3358.487549
	Iteration 8F: 3 clusters Score -1970877 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -1972539.125000 Penalty: 3358.487549
	Iteration 9F: 3 clusters Score -1972539 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -1974193.125000 Penalty: 3358.487549
	Iteration 10F: 3 clusters Score -1974193 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -1975468.625000 Penalty: 3358.487549
	Iteration 11Q: 3 clusters Score -1975469 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -1976312.000000 Penalty: 3358.487549
	Iteration 12Q: 3 clusters Score -1976312 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -1976776.500000 Penalty: 3358.487549
	Iteration 13Q: 3 clusters Score -1976776 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -1977042.375000 Penalty: 3358.487549
	Iteration 14Q: 3 clusters Score -1977042 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -1977202.125000 Penalty: 3358.487549
	Iteration 15Q: 3 clusters Score -1977202 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -1977281.875000 Penalty: 3358.487549
	Iteration 16Q: 3 clusters Score -1977282 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -1977332.000000 Penalty: 3358.487549
	Iteration 17Q: 3 clusters Score -1977332 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -1977374.250000 Penalty: 3358.487549
	Iteration 18Q: 3 clusters Score -1977374 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -1977440.375000 Penalty: 3358.487549
	Iteration 19Q: 3 clusters Score -1977440 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -1977488.750000 Penalty: 3358.487549
	Iteration 20F: 3 clusters Score -1977489 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -1977535.125000 Penalty: 3358.487549
	Iteration 21Q: 3 clusters Score -1977535 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -1977577.625000 Penalty: 3358.487549
	Iteration 22Q: 3 clusters Score -1977578 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -1977601.250000 Penalty: 3358.487549
	Iteration 23Q: 3 clusters Score -1977601 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -1977609.250000 Penalty: 3358.487549
	Iteration 24Q: 3 clusters Score -1977609 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -1977621.250000 Penalty: 3358.487549
	Iteration 25Q: 3 clusters Score -1977621 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -1977632.500000 Penalty: 3358.487549
	Iteration 26Q: 3 clusters Score -1977632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -1977643.375000 Penalty: 3358.487549
	Iteration 27Q: 3 clusters Score -1977643 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -1977649.625000 Penalty: 3358.487549
	Iteration 28Q: 3 clusters Score -1977650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -1977655.375000 Penalty: 3358.487549
	Iteration 29Q: 3 clusters Score -1977655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -1977660.375000 Penalty: 3358.487549
	Iteration 30Q: 3 clusters Score -1977660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -1977660.250000 Penalty: 3358.487549
	Iteration 31Q: 3 clusters Score -1977660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -1977665.375000 Penalty: 3358.487549
	Iteration 32Q: 3 clusters Score -1977665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -1977671.125000 Penalty: 3358.487549
	Iteration 33Q: 3 clusters Score -1977671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -1977671.375000 Penalty: 3358.487549
	Iteration 34Q: 3 clusters Score -1977671 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -1977675.500000 Penalty: 3358.487549
	Iteration 35Q: 3 clusters Score -1977676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -1977680.875000 Penalty: 3358.487549
	Iteration 36Q: 3 clusters Score -1977681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -1977679.125000 Penalty: 3358.487549
	Iteration 37Q: 3 clusters Score -1977679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -1977679.625000 Penalty: 3358.487549
	Iteration 38Q: 3 clusters Score -1977680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -1977682.000000 Penalty: 3358.487549
	Iteration 39Q: 3 clusters Score -1977682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -1977684.875000 Penalty: 3358.487549
	Iteration 40F: 3 clusters Score -1977685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -1977690.000000 Penalty: 3358.487549
	Iteration 41Q: 3 clusters Score -1977690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -1977689.875000 Penalty: 3358.487549
	Iteration 42Q: 3 clusters Score -1977690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -1977694.125000 Penalty: 3358.487549
	Iteration 43Q: 3 clusters Score -1977694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -1977695.250000 Penalty: 3358.487549
	Iteration 44Q: 3 clusters Score -1977695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -1977697.500000 Penalty: 3358.487549
	Iteration 45Q: 3 clusters Score -1977698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -1977697.625000 Penalty: 3358.487549
	Iteration 46Q: 3 clusters Score -1977698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -1977703.250000 Penalty: 3358.487549
	Iteration 47Q: 3 clusters Score -1977703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -1977703.375000 Penalty: 3358.487549
	Iteration 48Q: 3 clusters Score -1977703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -1977701.875000 Penalty: 3358.487549
	Iteration 49Q: 3 clusters Score -1977702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -1977704.500000 Penalty: 3358.487549
	Iteration 50Q: 3 clusters Score -1977704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -1977707.625000 Penalty: 3358.487549
	Iteration 51Q: 3 clusters Score -1977708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -1977706.750000 Penalty: 3358.487549
	Iteration 52Q: 3 clusters Score -1977707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -1977707.125000 Penalty: 3358.487549
	Iteration 53Q: 3 clusters Score -1977707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -1977708.375000 Penalty: 3358.487549
	Iteration 54Q: 3 clusters Score -1977708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -1977705.375000 Penalty: 3358.487549
	Iteration 55Q: 3 clusters Score -1977705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -1977705.125000 Penalty: 3358.487549
	Iteration 56Q: 3 clusters Score -1977705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -1977706.875000 Penalty: 3358.487549
	Iteration 57Q: 3 clusters Score -1977707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -1977706.875000 Penalty: 3358.487549
	Iteration 58F: 3 clusters Score -1977707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Entering Unmasked Estep 
Score: -398808.812500 Penalty: 1427.227173
	Iteration 0F: 2 clusters Score -398808.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -393987.906250 Penalty: 2854.454346
	Iteration 0F: 3 clusters Score -393987.9 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -395441.812500 Penalty: 2854.454346
	Iteration 1F: 3 clusters Score -395441.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -395663.156250 Penalty: 2854.454346
	Iteration 2F: 3 clusters Score -395663.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -395836.625000 Penalty: 2854.454346
	Iteration 3F: 3 clusters Score -395836.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -395969.187500 Penalty: 2854.454346
	Iteration 4Q: 3 clusters Score -395969.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -396069.093750 Penalty: 2854.454346
	Iteration 5Q: 3 clusters Score -396069.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -396168.718750 Penalty: 2854.454346
	Iteration 6Q: 3 clusters Score -396168.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -396240.500000 Penalty: 2854.454346
	Iteration 7Q: 3 clusters Score -396240.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -396297.968750 Penalty: 2854.454346
	Iteration 8Q: 3 clusters Score -396298 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -396339.437500 Penalty: 2854.454346
	Iteration 9Q: 3 clusters Score -396339.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -396376.593750 Penalty: 2854.454346
	Iteration 10Q: 3 clusters Score -396376.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -396418.281250 Penalty: 2854.454346
	Iteration 11Q: 3 clusters Score -396418.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -396455.187500 Penalty: 2854.454346
	Iteration 12Q: 3 clusters Score -396455.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -396483.250000 Penalty: 2854.454346
	Iteration 13Q: 3 clusters Score -396483.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -396510.031250 Penalty: 2854.454346
	Iteration 14Q: 3 clusters Score -396510 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -396532.093750 Penalty: 2854.454346
	Iteration 15Q: 3 clusters Score -396532.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -396556.562500 Penalty: 2854.454346
	Iteration 16Q: 3 clusters Score -396556.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -396582.281250 Penalty: 2854.454346
	Iteration 17Q: 3 clusters Score -396582.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -396603.781250 Penalty: 2854.454346
	Iteration 18Q: 3 clusters Score -396603.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -396631.343750 Penalty: 2854.454346
	Iteration 19Q: 3 clusters Score -396631.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -396673.125000 Penalty: 2854.454346
	Iteration 20F: 3 clusters Score -396673.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -396722.343750 Penalty: 2854.454346
	Iteration 21Q: 3 clusters Score -396722.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -396768.375000 Penalty: 2854.454346
	Iteration 22Q: 3 clusters Score -396768.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -396802.968750 Penalty: 2854.454346
	Iteration 23Q: 3 clusters Score -396803 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -396835.718750 Penalty: 2854.454346
	Iteration 24Q: 3 clusters Score -396835.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -396866.593750 Penalty: 2854.454346
	Iteration 25Q: 3 clusters Score -396866.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -396897.656250 Penalty: 2854.454346
	Iteration 26Q: 3 clusters Score -396897.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -396924.968750 Penalty: 2854.454346
	Iteration 27Q: 3 clusters Score -396925 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -396949.937500 Penalty: 2854.454346
	Iteration 28Q: 3 clusters Score -396949.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -396972.156250 Penalty: 2854.454346
	Iteration 29Q: 3 clusters Score -396972.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -396987.843750 Penalty: 2854.454346
	Iteration 30Q: 3 clusters Score -396987.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -397002.750000 Penalty: 2854.454346
	Iteration 31Q: 3 clusters Score -397002.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -397019.562500 Penalty: 2854.454346
	Iteration 32Q: 3 clusters Score -397019.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -397039.062500 Penalty: 2854.454346
	Iteration 33Q: 3 clusters Score -397039.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -397052.781250 Penalty: 2854.454346
	Iteration 34Q: 3 clusters Score -397052.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -397068.250000 Penalty: 2854.454346
	Iteration 35Q: 3 clusters Score -397068.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -397086.062500 Penalty: 2854.454346
	Iteration 36Q: 3 clusters Score -397086.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -397102.625000 Penalty: 2854.454346
	Iteration 37Q: 3 clusters Score -397102.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -397113.093750 Penalty: 2854.454346
	Iteration 38Q: 3 clusters Score -397113.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -397121.000000 Penalty: 2854.454346
	Iteration 39Q: 3 clusters Score -397121 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -397128.343750 Penalty: 2854.454346
	Iteration 40F: 3 clusters Score -397128.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -397141.312500 Penalty: 2854.454346
	Iteration 41Q: 3 clusters Score -397141.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -397154.031250 Penalty: 2854.454346
	Iteration 42Q: 3 clusters Score -397154 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -397162.531250 Penalty: 2854.454346
	Iteration 43Q: 3 clusters Score -397162.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -397168.906250 Penalty: 2854.454346
	Iteration 44Q: 3 clusters Score -397168.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -397175.500000 Penalty: 2854.454346
	Iteration 45Q: 3 clusters Score -397175.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -397186.500000 Penalty: 2854.454346
	Iteration 46Q: 3 clusters Score -397186.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -397200.968750 Penalty: 2854.454346
	Iteration 47Q: 3 clusters Score -397201 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -397215.125000 Penalty: 2854.454346
	Iteration 48Q: 3 clusters Score -397215.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -397225.187500 Penalty: 2854.454346
	Iteration 49Q: 3 clusters Score -397225.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -397241.125000 Penalty: 2854.454346
	Iteration 50Q: 3 clusters Score -397241.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -397258.312500 Penalty: 2854.454346
	Iteration 51Q: 3 clusters Score -397258.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -397268.125000 Penalty: 2854.454346
	Iteration 52Q: 3 clusters Score -397268.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -397280.156250 Penalty: 2854.454346
	Iteration 53Q: 3 clusters Score -397280.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -397293.968750 Penalty: 2854.454346
	Iteration 54Q: 3 clusters Score -397294 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -397304.218750 Penalty: 2854.454346
	Iteration 55Q: 3 clusters Score -397304.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -397312.250000 Penalty: 2854.454346
	Iteration 56Q: 3 clusters Score -397312.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -397319.625000 Penalty: 2854.454346
	Iteration 57Q: 3 clusters Score -397319.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -397330.500000 Penalty: 2854.454346
	Iteration 58Q: 3 clusters Score -397330.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -397341.375000 Penalty: 2854.454346
	Iteration 59Q: 3 clusters Score -397341.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -397355.125000 Penalty: 2854.454346
	Iteration 60F: 3 clusters Score -397355.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -397371.687500 Penalty: 2854.454346
	Iteration 61Q: 3 clusters Score -397371.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -397389.000000 Penalty: 2854.454346
	Iteration 62Q: 3 clusters Score -397389 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -397399.750000 Penalty: 2854.454346
	Iteration 63Q: 3 clusters Score -397399.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -397406.656250 Penalty: 2854.454346
	Iteration 64Q: 3 clusters Score -397406.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -397415.406250 Penalty: 2854.454346
	Iteration 65Q: 3 clusters Score -397415.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -397421.125000 Penalty: 2854.454346
	Iteration 66Q: 3 clusters Score -397421.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -397424.687500 Penalty: 2854.454346
	Iteration 67Q: 3 clusters Score -397424.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -397428.125000 Penalty: 2854.454346
	Iteration 68Q: 3 clusters Score -397428.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -397431.468750 Penalty: 2854.454346
	Iteration 69Q: 3 clusters Score -397431.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -397433.531250 Penalty: 2854.454346
	Iteration 70Q: 3 clusters Score -397433.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -397436.875000 Penalty: 2854.454346
	Iteration 71Q: 3 clusters Score -397436.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -397437.250000 Penalty: 2854.454346
	Iteration 72Q: 3 clusters Score -397437.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -397439.218750 Penalty: 2854.454346
	Iteration 73Q: 3 clusters Score -397439.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -397442.500000 Penalty: 2854.454346
	Iteration 74Q: 3 clusters Score -397442.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -397446.062500 Penalty: 2854.454346
	Iteration 75Q: 3 clusters Score -397446.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -397447.531250 Penalty: 2854.454346
	Iteration 76Q: 3 clusters Score -397447.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -397450.125000 Penalty: 2854.454346
	Iteration 77Q: 3 clusters Score -397450.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -397452.843750 Penalty: 2854.454346
	Iteration 78Q: 3 clusters Score -397452.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -397453.406250 Penalty: 2854.454346
	Iteration 79Q: 3 clusters Score -397453.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -397454.343750 Penalty: 2854.454346
	Iteration 80F: 3 clusters Score -397454.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -397454.781250 Penalty: 2854.454346
	Iteration 81Q: 3 clusters Score -397454.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -397456.125000 Penalty: 2854.454346
	Iteration 82Q: 3 clusters Score -397456.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -397456.125000 Penalty: 2854.454346
	Iteration 83F: 3 clusters Score -397456.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -183181.859375 Penalty: 1295.693726
	Iteration 0F: 2 clusters Score -183181.9 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 1470 members 
Entering Unmasked Estep 
Score: -180518.828125 Penalty: 2591.387451
	Iteration 0F: 3 clusters Score -180518.8 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -181144.656250 Penalty: 2591.387451
	Iteration 1F: 3 clusters Score -181144.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -181271.312500 Penalty: 2591.387451
	Iteration 2F: 3 clusters Score -181271.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -181371.343750 Penalty: 2591.387451
	Iteration 3Q: 3 clusters Score -181371.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -181480.828125 Penalty: 2591.387451
	Iteration 4Q: 3 clusters Score -181480.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -181597.468750 Penalty: 2591.387451
	Iteration 5Q: 3 clusters Score -181597.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -181703.203125 Penalty: 2591.387451
	Iteration 6Q: 3 clusters Score -181703.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -181826.250000 Penalty: 2591.387451
	Iteration 7Q: 3 clusters Score -181826.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -181970.328125 Penalty: 2591.387451
	Iteration 8Q: 3 clusters Score -181970.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -182120.546875 Penalty: 2591.387451
	Iteration 9Q: 3 clusters Score -182120.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -182264.828125 Penalty: 2591.387451
	Iteration 10Q: 3 clusters Score -182264.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -182391.156250 Penalty: 2591.387451
	Iteration 11Q: 3 clusters Score -182391.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -182468.781250 Penalty: 2591.387451
	Iteration 12Q: 3 clusters Score -182468.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -182520.578125 Penalty: 2591.387451
	Iteration 13Q: 3 clusters Score -182520.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -182550.218750 Penalty: 2591.387451
	Iteration 14Q: 3 clusters Score -182550.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -182567.078125 Penalty: 2591.387451
	Iteration 15Q: 3 clusters Score -182567.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -182582.875000 Penalty: 2591.387451
	Iteration 16Q: 3 clusters Score -182582.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -182606.203125 Penalty: 2591.387451
	Iteration 17Q: 3 clusters Score -182606.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -182623.937500 Penalty: 2591.387451
	Iteration 18Q: 3 clusters Score -182623.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -182636.734375 Penalty: 2591.387451
	Iteration 19Q: 3 clusters Score -182636.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -182641.781250 Penalty: 2591.387451
	Iteration 20F: 3 clusters Score -182641.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -182643.890625 Penalty: 2591.387451
	Iteration 21Q: 3 clusters Score -182643.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -182646.046875 Penalty: 2591.387451
	Iteration 22Q: 3 clusters Score -182646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -182646.046875 Penalty: 2591.387451
	Iteration 23F: 3 clusters Score -182646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Entering Unmasked Estep 
Score: -114533.515625 Penalty: 1203.590454
	Iteration 0F: 2 clusters Score -114533.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -112645.343750 Penalty: 2407.180908
	Iteration 0F: 3 clusters Score -112645.3 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -113002.203125 Penalty: 2407.180908
	Iteration 1F: 3 clusters Score -113002.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -113098.515625 Penalty: 2407.180908
	Iteration 2F: 3 clusters Score -113098.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -113150.867188 Penalty: 2407.180908
	Iteration 3Q: 3 clusters Score -113150.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -113187.585938 Penalty: 2407.180908
	Iteration 4Q: 3 clusters Score -113187.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -113210.414062 Penalty: 2407.180908
	Iteration 5Q: 3 clusters Score -113210.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -113224.562500 Penalty: 2407.180908
	Iteration 6Q: 3 clusters Score -113224.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -113232.804688 Penalty: 2407.180908
	Iteration 7Q: 3 clusters Score -113232.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -113245.484375 Penalty: 2407.180908
	Iteration 8Q: 3 clusters Score -113245.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -113260.523438 Penalty: 2407.180908
	Iteration 9Q: 3 clusters Score -113260.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -113268.398438 Penalty: 2407.180908
	Iteration 10Q: 3 clusters Score -113268.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -113275.914062 Penalty: 2407.180908
	Iteration 11Q: 3 clusters Score -113275.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -113282.640625 Penalty: 2407.180908
	Iteration 12Q: 3 clusters Score -113282.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -113288.695312 Penalty: 2407.180908
	Iteration 13Q: 3 clusters Score -113288.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -113294.242188 Penalty: 2407.180908
	Iteration 14Q: 3 clusters Score -113294.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -113298.687500 Penalty: 2407.180908
	Iteration 15Q: 3 clusters Score -113298.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -113302.945312 Penalty: 2407.180908
	Iteration 16Q: 3 clusters Score -113302.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -113306.328125 Penalty: 2407.180908
	Iteration 17Q: 3 clusters Score -113306.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -113309.953125 Penalty: 2407.180908
	Iteration 18Q: 3 clusters Score -113310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -113310.023438 Penalty: 2407.180908
	Iteration 19Q: 3 clusters Score -113310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -113310.023438 Penalty: 2407.180908
	Iteration 20F: 3 clusters Score -113310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Entering Unmasked Estep 
Score: -957213.687500 Penalty: 1569.679565
	Iteration 0F: 2 clusters Score -957213.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -946428.062500 Penalty: 3139.359131
	Iteration 0F: 3 clusters Score -946428.1 nChanged 6952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -950527.187500 Penalty: 3139.359131
	Iteration 1F: 3 clusters Score -950527.2 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -951270.062500 Penalty: 3139.359131
	Iteration 2F: 3 clusters Score -951270.1 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -952149.312500 Penalty: 3139.359131
	Iteration 3F: 3 clusters Score -952149.3 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -953111.375000 Penalty: 3139.359131
	Iteration 4F: 3 clusters Score -953111.4 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -954109.437500 Penalty: 3139.359131
	Iteration 5F: 3 clusters Score -954109.4 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -955055.062500 Penalty: 3139.359131
	Iteration 6F: 3 clusters Score -955055.1 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -955740.562500 Penalty: 3139.359131
	Iteration 7Q: 3 clusters Score -955740.6 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -956190.187500 Penalty: 3139.359131
	Iteration 8Q: 3 clusters Score -956190.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -956535.687500 Penalty: 3139.359131
	Iteration 9Q: 3 clusters Score -956535.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -956804.500000 Penalty: 3139.359131
	Iteration 10Q: 3 clusters Score -956804.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -957052.062500 Penalty: 3139.359131
	Iteration 11Q: 3 clusters Score -957052.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -957270.875000 Penalty: 3139.359131
	Iteration 12Q: 3 clusters Score -957270.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -957424.437500 Penalty: 3139.359131
	Iteration 13Q: 3 clusters Score -957424.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -957531.500000 Penalty: 3139.359131
	Iteration 14Q: 3 clusters Score -957531.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -957596.437500 Penalty: 3139.359131
	Iteration 15Q: 3 clusters Score -957596.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -957638.687500 Penalty: 3139.359131
	Iteration 16Q: 3 clusters Score -957638.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -957668.125000 Penalty: 3139.359131
	Iteration 17Q: 3 clusters Score -957668.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -957690.562500 Penalty: 3139.359131
	Iteration 18Q: 3 clusters Score -957690.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -957714.687500 Penalty: 3139.359131
	Iteration 19Q: 3 clusters Score -957714.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -957727.062500 Penalty: 3139.359131
	Iteration 20F: 3 clusters Score -957727.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -957730.500000 Penalty: 3139.359131
	Iteration 21Q: 3 clusters Score -957730.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -957739.500000 Penalty: 3139.359131
	Iteration 22Q: 3 clusters Score -957739.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -957741.437500 Penalty: 3139.359131
	Iteration 23Q: 3 clusters Score -957741.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -957747.812500 Penalty: 3139.359131
	Iteration 24Q: 3 clusters Score -957747.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -957754.375000 Penalty: 3139.359131
	Iteration 25Q: 3 clusters Score -957754.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -957765.500000 Penalty: 3139.359131
	Iteration 26Q: 3 clusters Score -957765.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -957783.375000 Penalty: 3139.359131
	Iteration 27Q: 3 clusters Score -957783.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -957797.750000 Penalty: 3139.359131
	Iteration 28Q: 3 clusters Score -957797.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -957809.000000 Penalty: 3139.359131
	Iteration 29Q: 3 clusters Score -957809 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -957819.875000 Penalty: 3139.359131
	Iteration 30Q: 3 clusters Score -957819.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -957832.937500 Penalty: 3139.359131
	Iteration 31Q: 3 clusters Score -957832.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -957847.562500 Penalty: 3139.359131
	Iteration 32Q: 3 clusters Score -957847.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -957862.375000 Penalty: 3139.359131
	Iteration 33Q: 3 clusters Score -957862.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -957874.437500 Penalty: 3139.359131
	Iteration 34Q: 3 clusters Score -957874.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -957889.312500 Penalty: 3139.359131
	Iteration 35Q: 3 clusters Score -957889.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -957908.250000 Penalty: 3139.359131
	Iteration 36Q: 3 clusters Score -957908.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -957927.937500 Penalty: 3139.359131
	Iteration 37Q: 3 clusters Score -957927.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -957936.375000 Penalty: 3139.359131
	Iteration 38Q: 3 clusters Score -957936.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -957951.437500 Penalty: 3139.359131
	Iteration 39Q: 3 clusters Score -957951.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -957961.812500 Penalty: 3139.359131
	Iteration 40F: 3 clusters Score -957961.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -957970.812500 Penalty: 3139.359131
	Iteration 41Q: 3 clusters Score -957970.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -957980.937500 Penalty: 3139.359131
	Iteration 42Q: 3 clusters Score -957980.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -957996.187500 Penalty: 3139.359131
	Iteration 43Q: 3 clusters Score -957996.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -958006.062500 Penalty: 3139.359131
	Iteration 44Q: 3 clusters Score -958006.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -958013.937500 Penalty: 3139.359131
	Iteration 45Q: 3 clusters Score -958013.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -958022.375000 Penalty: 3139.359131
	Iteration 46Q: 3 clusters Score -958022.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -958025.187500 Penalty: 3139.359131
	Iteration 47Q: 3 clusters Score -958025.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -958032.062500 Penalty: 3139.359131
	Iteration 48Q: 3 clusters Score -958032.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -958040.875000 Penalty: 3139.359131
	Iteration 49Q: 3 clusters Score -958040.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -958045.687500 Penalty: 3139.359131
	Iteration 50Q: 3 clusters Score -958045.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -958050.437500 Penalty: 3139.359131
	Iteration 51Q: 3 clusters Score -958050.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -958056.437500 Penalty: 3139.359131
	Iteration 52Q: 3 clusters Score -958056.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -958056.250000 Penalty: 3139.359131
	Iteration 53Q: 3 clusters Score -958056.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -958061.062500 Penalty: 3139.359131
	Iteration 54Q: 3 clusters Score -958061.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -958062.250000 Penalty: 3139.359131
	Iteration 55Q: 3 clusters Score -958062.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -958063.062500 Penalty: 3139.359131
	Iteration 56Q: 3 clusters Score -958063.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -958064.250000 Penalty: 3139.359131
	Iteration 57Q: 3 clusters Score -958064.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -958064.125000 Penalty: 3139.359131
	Iteration 58Q: 3 clusters Score -958064.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -958064.500000 Penalty: 3139.359131
	Iteration 59Q: 3 clusters Score -958064.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -958067.312500 Penalty: 3139.359131
	Iteration 60F: 3 clusters Score -958067.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -958068.437500 Penalty: 3139.359131
	Iteration 61Q: 3 clusters Score -958068.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -958065.937500 Penalty: 3139.359131
	Iteration 62Q: 3 clusters Score -958065.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -958074.000000 Penalty: 3139.359131
	Iteration 63Q: 3 clusters Score -958074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -958070.562500 Penalty: 3139.359131
	Iteration 64Q: 3 clusters Score -958070.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -958073.562500 Penalty: 3139.359131
	Iteration 65Q: 3 clusters Score -958073.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -958071.750000 Penalty: 3139.359131
	Iteration 66Q: 3 clusters Score -958071.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -958076.500000 Penalty: 3139.359131
	Iteration 67Q: 3 clusters Score -958076.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -958075.562500 Penalty: 3139.359131
	Iteration 68Q: 3 clusters Score -958075.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -958076.375000 Penalty: 3139.359131
	Iteration 69Q: 3 clusters Score -958076.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -958077.000000 Penalty: 3139.359131
	Iteration 70Q: 3 clusters Score -958077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -958074.875000 Penalty: 3139.359131
	Iteration 71Q: 3 clusters Score -958074.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -958075.500000 Penalty: 3139.359131
	Iteration 72Q: 3 clusters Score -958075.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -958076.125000 Penalty: 3139.359131
	Iteration 73Q: 3 clusters Score -958076.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -958077.312500 Penalty: 3139.359131
	Iteration 74Q: 3 clusters Score -958077.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -958077.562500 Penalty: 3139.359131
	Iteration 75Q: 3 clusters Score -958077.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -958077.562500 Penalty: 3139.359131
	Iteration 76F: 3 clusters Score -958077.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 5906 members 
Mstep: Class 4 contains 5646 members 
Mstep: Class 5 contains 1189 members 
Mstep: Class 8 contains 1532 members 
Mstep: Class 9 contains 484520 members 
Mstep: Class 10 contains 12840 members 
Mstep: Class 11 contains 9666 members 
Mstep: Class 12 contains 30755 members 
Mstep: Class 13 contains 6522 members 
Mstep: Class 16 contains 2903 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 20 contains 14388 members 
Mstep: Class 21 contains 9153 members 
Mstep: Class 23 contains 78004 members 
Entering Unmasked Estep 
Score: -42188024.000000 Penalty: 34918.949219
Splitting cluster 18 changes total score from -42187616.000000 to -42188024.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 20 (14388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Entering Unmasked Estep 
Score: -945714.625000 Penalty: 1555.799438
	Iteration 0F: 2 clusters Score -945714.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -935597.437500 Penalty: 3111.598877
	Iteration 0F: 3 clusters Score -935597.4 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -939161.312500 Penalty: 3111.598877
	Iteration 1F: 3 clusters Score -939161.3 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -939422.937500 Penalty: 3111.598877
	Iteration 2Q: 3 clusters Score -939422.9 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -939632.437500 Penalty: 3111.598877
	Iteration 3Q: 3 clusters Score -939632.4 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -939832.062500 Penalty: 3111.598877
	Iteration 4Q: 3 clusters Score -939832.1 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -940033.875000 Penalty: 3111.598877
	Iteration 5Q: 3 clusters Score -940033.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -940281.437500 Penalty: 3111.598877
	Iteration 6Q: 3 clusters Score -940281.4 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -940650.625000 Penalty: 3111.598877
	Iteration 7Q: 3 clusters Score -940650.6 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -941129.125000 Penalty: 3111.598877
	Iteration 8F: 3 clusters Score -941129.1 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -941725.687500 Penalty: 3111.598877
	Iteration 9F: 3 clusters Score -941725.7 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -942377.875000 Penalty: 3111.598877
	Iteration 10F: 3 clusters Score -942377.9 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -942958.000000 Penalty: 3111.598877
	Iteration 11Q: 3 clusters Score -942958 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -943392.625000 Penalty: 3111.598877
	Iteration 12Q: 3 clusters Score -943392.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -943666.437500 Penalty: 3111.598877
	Iteration 13Q: 3 clusters Score -943666.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -943866.562500 Penalty: 3111.598877
	Iteration 14Q: 3 clusters Score -943866.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -943996.625000 Penalty: 3111.598877
	Iteration 15Q: 3 clusters Score -943996.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -944074.687500 Penalty: 3111.598877
	Iteration 16Q: 3 clusters Score -944074.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -944129.437500 Penalty: 3111.598877
	Iteration 17Q: 3 clusters Score -944129.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -944180.750000 Penalty: 3111.598877
	Iteration 18Q: 3 clusters Score -944180.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -944230.750000 Penalty: 3111.598877
	Iteration 19Q: 3 clusters Score -944230.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -944270.000000 Penalty: 3111.598877
	Iteration 20F: 3 clusters Score -944270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -944288.625000 Penalty: 3111.598877
	Iteration 21Q: 3 clusters Score -944288.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -944303.812500 Penalty: 3111.598877
	Iteration 22Q: 3 clusters Score -944303.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -944317.937500 Penalty: 3111.598877
	Iteration 23Q: 3 clusters Score -944317.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -944324.875000 Penalty: 3111.598877
	Iteration 24Q: 3 clusters Score -944324.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -944330.375000 Penalty: 3111.598877
	Iteration 25Q: 3 clusters Score -944330.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -944332.437500 Penalty: 3111.598877
	Iteration 26Q: 3 clusters Score -944332.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -944333.062500 Penalty: 3111.598877
	Iteration 27Q: 3 clusters Score -944333.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -944335.062500 Penalty: 3111.598877
	Iteration 28Q: 3 clusters Score -944335.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -944335.187500 Penalty: 3111.598877
	Iteration 29Q: 3 clusters Score -944335.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -944334.625000 Penalty: 3111.598877
	Iteration 30Q: 3 clusters Score -944334.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -944336.875000 Penalty: 3111.598877
	Iteration 31Q: 3 clusters Score -944336.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -944339.625000 Penalty: 3111.598877
	Iteration 32Q: 3 clusters Score -944339.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -944344.187500 Penalty: 3111.598877
	Iteration 33Q: 3 clusters Score -944344.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -944350.000000 Penalty: 3111.598877
	Iteration 34Q: 3 clusters Score -944350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -944353.312500 Penalty: 3111.598877
	Iteration 35Q: 3 clusters Score -944353.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -944357.187500 Penalty: 3111.598877
	Iteration 36Q: 3 clusters Score -944357.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -944357.750000 Penalty: 3111.598877
	Iteration 37Q: 3 clusters Score -944357.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -944361.437500 Penalty: 3111.598877
	Iteration 38Q: 3 clusters Score -944361.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -944363.062500 Penalty: 3111.598877
	Iteration 39Q: 3 clusters Score -944363.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -944366.000000 Penalty: 3111.598877
	Iteration 40F: 3 clusters Score -944366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -944367.937500 Penalty: 3111.598877
	Iteration 41Q: 3 clusters Score -944367.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -944370.375000 Penalty: 3111.598877
	Iteration 42Q: 3 clusters Score -944370.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -944376.250000 Penalty: 3111.598877
	Iteration 43Q: 3 clusters Score -944376.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -944378.437500 Penalty: 3111.598877
	Iteration 44Q: 3 clusters Score -944378.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -944380.812500 Penalty: 3111.598877
	Iteration 45Q: 3 clusters Score -944380.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -944383.687500 Penalty: 3111.598877
	Iteration 46Q: 3 clusters Score -944383.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -944384.125000 Penalty: 3111.598877
	Iteration 47Q: 3 clusters Score -944384.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -944385.312500 Penalty: 3111.598877
	Iteration 48Q: 3 clusters Score -944385.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -944387.250000 Penalty: 3111.598877
	Iteration 49Q: 3 clusters Score -944387.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -944388.437500 Penalty: 3111.598877
	Iteration 50Q: 3 clusters Score -944388.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -944388.000000 Penalty: 3111.598877
	Iteration 51Q: 3 clusters Score -944388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -944389.312500 Penalty: 3111.598877
	Iteration 52Q: 3 clusters Score -944389.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -944388.750000 Penalty: 3111.598877
	Iteration 53Q: 3 clusters Score -944388.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -944390.562500 Penalty: 3111.598877
	Iteration 54Q: 3 clusters Score -944390.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -944390.562500 Penalty: 3111.598877
	Iteration 55F: 3 clusters Score -944390.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Entering Unmasked Estep 
Score: -604950.437500 Penalty: 1482.298462
	Iteration 0F: 2 clusters Score -604950.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -598376.000000 Penalty: 2964.596924
	Iteration 0F: 3 clusters Score -598376 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -600427.375000 Penalty: 2964.596924
	Iteration 1F: 3 clusters Score -600427.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -600675.812500 Penalty: 2964.596924
	Iteration 2F: 3 clusters Score -600675.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -600848.562500 Penalty: 2964.596924
	Iteration 3Q: 3 clusters Score -600848.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -601001.812500 Penalty: 2964.596924
	Iteration 4Q: 3 clusters Score -601001.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -601192.812500 Penalty: 2964.596924
	Iteration 5Q: 3 clusters Score -601192.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -601424.875000 Penalty: 2964.596924
	Iteration 6Q: 3 clusters Score -601424.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -601701.875000 Penalty: 2964.596924
	Iteration 7Q: 3 clusters Score -601701.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -602070.000000 Penalty: 2964.596924
	Iteration 8F: 3 clusters Score -602070 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -602524.750000 Penalty: 2964.596924
	Iteration 9F: 3 clusters Score -602524.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -603122.250000 Penalty: 2964.596924
	Iteration 10F: 3 clusters Score -603122.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -603675.375000 Penalty: 2964.596924
	Iteration 11F: 3 clusters Score -603675.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -604056.750000 Penalty: 2964.596924
	Iteration 12Q: 3 clusters Score -604056.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -604257.750000 Penalty: 2964.596924
	Iteration 13Q: 3 clusters Score -604257.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -604395.250000 Penalty: 2964.596924
	Iteration 14Q: 3 clusters Score -604395.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -604478.812500 Penalty: 2964.596924
	Iteration 15Q: 3 clusters Score -604478.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -604522.187500 Penalty: 2964.596924
	Iteration 16Q: 3 clusters Score -604522.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -604545.437500 Penalty: 2964.596924
	Iteration 17Q: 3 clusters Score -604545.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -604557.812500 Penalty: 2964.596924
	Iteration 18Q: 3 clusters Score -604557.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -604564.250000 Penalty: 2964.596924
	Iteration 19Q: 3 clusters Score -604564.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -604567.500000 Penalty: 2964.596924
	Iteration 20F: 3 clusters Score -604567.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -604570.375000 Penalty: 2964.596924
	Iteration 21Q: 3 clusters Score -604570.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -604574.562500 Penalty: 2964.596924
	Iteration 22Q: 3 clusters Score -604574.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -604573.312500 Penalty: 2964.596924
	Iteration 23Q: 3 clusters Score -604573.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -604577.312500 Penalty: 2964.596924
	Iteration 24Q: 3 clusters Score -604577.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -604578.875000 Penalty: 2964.596924
	Iteration 25Q: 3 clusters Score -604578.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -604581.187500 Penalty: 2964.596924
	Iteration 26Q: 3 clusters Score -604581.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -604586.625000 Penalty: 2964.596924
	Iteration 27Q: 3 clusters Score -604586.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -604590.875000 Penalty: 2964.596924
	Iteration 28Q: 3 clusters Score -604590.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -604597.000000 Penalty: 2964.596924
	Iteration 29Q: 3 clusters Score -604597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -604600.000000 Penalty: 2964.596924
	Iteration 30Q: 3 clusters Score -604600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -604607.500000 Penalty: 2964.596924
	Iteration 31Q: 3 clusters Score -604607.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -604613.125000 Penalty: 2964.596924
	Iteration 32Q: 3 clusters Score -604613.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -604617.625000 Penalty: 2964.596924
	Iteration 33Q: 3 clusters Score -604617.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -604623.312500 Penalty: 2964.596924
	Iteration 34Q: 3 clusters Score -604623.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -604623.875000 Penalty: 2964.596924
	Iteration 35Q: 3 clusters Score -604623.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -604629.375000 Penalty: 2964.596924
	Iteration 36Q: 3 clusters Score -604629.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -604632.500000 Penalty: 2964.596924
	Iteration 37Q: 3 clusters Score -604632.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -604632.062500 Penalty: 2964.596924
	Iteration 38Q: 3 clusters Score -604632.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -604633.812500 Penalty: 2964.596924
	Iteration 39Q: 3 clusters Score -604633.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -604635.562500 Penalty: 2964.596924
	Iteration 40F: 3 clusters Score -604635.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -604635.687500 Penalty: 2964.596924
	Iteration 41Q: 3 clusters Score -604635.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -604636.312500 Penalty: 2964.596924
	Iteration 42Q: 3 clusters Score -604636.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -604636.312500 Penalty: 2964.596924
	Iteration 43Q: 3 clusters Score -604636.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -604636.312500 Penalty: 2964.596924
	Iteration 44Q: 3 clusters Score -604636.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -604636.875000 Penalty: 2964.596924
	Iteration 45Q: 3 clusters Score -604636.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -604636.875000 Penalty: 2964.596924
	Iteration 46F: 3 clusters Score -604636.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (78004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78004 members 
Entering Unmasked Estep 
Score: -4893493.500000 Penalty: 1830.483643
	Iteration 0F: 2 clusters Score -4893494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -4841549.500000 Penalty: 3660.967285
	Iteration 0F: 3 clusters Score -4841550 nChanged 36939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -4863279.500000 Penalty: 3660.967285
	Iteration 1F: 3 clusters Score -4863280 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -4864399.500000 Penalty: 3660.967285
	Iteration 2Q: 3 clusters Score -4864400 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 47894 members 
Entering Unmasked Estep 
Score: -4866304.000000 Penalty: 3660.967285
	Iteration 3Q: 3 clusters Score -4866304 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 52544 members 
Entering Unmasked Estep 
Score: -4869365.000000 Penalty: 3660.967285
	Iteration 4F: 3 clusters Score -4869365 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 58503 members 
Entering Unmasked Estep 
Score: -4874165.500000 Penalty: 3660.967285
	Iteration 5F: 3 clusters Score -4874166 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 65154 members 
Entering Unmasked Estep 
Score: -4880179.000000 Penalty: 3660.967285
	Iteration 6F: 3 clusters Score -4880179 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 70956 members 
Entering Unmasked Estep 
Score: -4885783.500000 Penalty: 3660.967285
	Iteration 7F: 3 clusters Score -4885784 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 74586 members 
Entering Unmasked Estep 
Score: -4889087.000000 Penalty: 3660.967285
	Iteration 8Q: 3 clusters Score -4889087 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 76401 members 
Entering Unmasked Estep 
Score: -4890621.000000 Penalty: 3660.967285
	Iteration 9Q: 3 clusters Score -4890621 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 77208 members 
Entering Unmasked Estep 
Score: -4891285.000000 Penalty: 3660.967285
	Iteration 10Q: 3 clusters Score -4891285 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 77522 members 
Entering Unmasked Estep 
Score: -4891571.500000 Penalty: 3660.967285
	Iteration 11Q: 3 clusters Score -4891572 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 77670 members 
Entering Unmasked Estep 
Score: -4891738.000000 Penalty: 3660.967285
	Iteration 12Q: 3 clusters Score -4891738 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 77726 members 
Entering Unmasked Estep 
Score: -4891807.000000 Penalty: 3660.967285
	Iteration 13Q: 3 clusters Score -4891807 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 77753 members 
Entering Unmasked Estep 
Score: -4891843.500000 Penalty: 3660.967285
	Iteration 14Q: 3 clusters Score -4891844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 77771 members 
Entering Unmasked Estep 
Score: -4891869.500000 Penalty: 3660.967285
	Iteration 15Q: 3 clusters Score -4891870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 77782 members 
Entering Unmasked Estep 
Score: -4891884.000000 Penalty: 3660.967285
	Iteration 16Q: 3 clusters Score -4891884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 77783 members 
Entering Unmasked Estep 
Score: -4891891.000000 Penalty: 3660.967285
	Iteration 17Q: 3 clusters Score -4891891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 77784 members 
Entering Unmasked Estep 
Score: -4891892.000000 Penalty: 3660.967285
	Iteration 18Q: 3 clusters Score -4891892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 77785 members 
Entering Unmasked Estep 
Score: -4891896.500000 Penalty: 3660.967285
	Iteration 19Q: 3 clusters Score -4891896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 77787 members 
Entering Unmasked Estep 
Score: -4891904.500000 Penalty: 3660.967285
	Iteration 20F: 3 clusters Score -4891904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 77790 members 
Entering Unmasked Estep 
Score: -4891906.500000 Penalty: 3660.967285
	Iteration 21Q: 3 clusters Score -4891906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 77792 members 
Entering Unmasked Estep 
Score: -4891916.500000 Penalty: 3660.967285
	Iteration 22Q: 3 clusters Score -4891916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 77789 members 
Entering Unmasked Estep 
Score: -4891911.000000 Penalty: 3660.967285
	Iteration 23Q: 3 clusters Score -4891911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 77789 members 
Entering Unmasked Estep 
Score: -4891911.000000 Penalty: 3660.967285
	Iteration 24F: 3 clusters Score -4891911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 5906 members 
Mstep: Class 4 contains 5646 members 
Mstep: Class 5 contains 1189 members 
Mstep: Class 8 contains 1532 members 
Mstep: Class 9 contains 484520 members 
Mstep: Class 10 contains 12840 members 
Mstep: Class 11 contains 9666 members 
Mstep: Class 12 contains 30755 members 
Mstep: Class 13 contains 6522 members 
Mstep: Class 16 contains 2903 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 20 contains 14388 members 
Mstep: Class 21 contains 9153 members 
Mstep: Class 23 contains 78004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42188608.000000 Penalty: 34918.949219
Iteration 39Q: 17 clusters Score -4.218861e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 5973 members 
Mstep: Class 4 contains 5752 members 
Mstep: Class 5 contains 1190 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 484878 members 
Mstep: Class 10 contains 12771 members 
Mstep: Class 11 contains 9680 members 
Mstep: Class 12 contains 30500 members 
Mstep: Class 13 contains 6534 members 
Mstep: Class 16 contains 2940 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 6850 members 
Mstep: Class 20 contains 14443 members 
Mstep: Class 21 contains 9118 members 
Mstep: Class 23 contains 78041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189360.000000 Penalty: 34918.949219
Iteration 40F: 17 clusters Score -4.218936e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 5946 members 
Mstep: Class 4 contains 5788 members 
Mstep: Class 5 contains 1193 members 
Mstep: Class 8 contains 1396 members 
Mstep: Class 9 contains 484489 members 
Mstep: Class 10 contains 12481 members 
Mstep: Class 11 contains 9701 members 
Mstep: Class 12 contains 30223 members 
Mstep: Class 13 contains 6548 members 
Mstep: Class 16 contains 2966 members 
Mstep: Class 17 contains 1601 members 
Mstep: Class 18 contains 6961 members 
Mstep: Class 20 contains 14497 members 
Mstep: Class 21 contains 9077 members 
Mstep: Class 23 contains 77862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42189936.000000 Penalty: 34918.949219
Iteration 41Q: 17 clusters Score -4.218994e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 5917 members 
Mstep: Class 4 contains 5856 members 
Mstep: Class 5 contains 1203 members 
Mstep: Class 8 contains 1361 members 
Mstep: Class 9 contains 484297 members 
Mstep: Class 10 contains 12249 members 
Mstep: Class 11 contains 9706 members 
Mstep: Class 12 contains 29928 members 
Mstep: Class 13 contains 6559 members 
Mstep: Class 16 contains 2963 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 7115 members 
Mstep: Class 20 contains 14559 members 
Mstep: Class 21 contains 9036 members 
Mstep: Class 23 contains 77761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42190120.000000 Penalty: 34918.949219
Iteration 42Q: 17 clusters Score -4.219012e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 5890 members 
Mstep: Class 4 contains 5932 members 
Mstep: Class 5 contains 1203 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 484287 members 
Mstep: Class 10 contains 12048 members 
Mstep: Class 11 contains 9717 members 
Mstep: Class 12 contains 29613 members 
Mstep: Class 13 contains 6572 members 
Mstep: Class 16 contains 2944 members 
Mstep: Class 17 contains 1571 members 
Mstep: Class 18 contains 7258 members 
Mstep: Class 20 contains 14606 members 
Mstep: Class 21 contains 8997 members 
Mstep: Class 23 contains 77665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42190456.000000 Penalty: 34918.949219
Iteration 43Q: 17 clusters Score -4.219046e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 5891 members 
Mstep: Class 4 contains 5984 members 
Mstep: Class 5 contains 1204 members 
Mstep: Class 8 contains 1341 members 
Mstep: Class 9 contains 484328 members 
Mstep: Class 10 contains 11879 members 
Mstep: Class 11 contains 9718 members 
Mstep: Class 12 contains 29284 members 
Mstep: Class 13 contains 6581 members 
Mstep: Class 16 contains 2919 members 
Mstep: Class 17 contains 1557 members 
Mstep: Class 18 contains 7392 members 
Mstep: Class 20 contains 14670 members 
Mstep: Class 21 contains 8957 members 
Mstep: Class 23 contains 77616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42190780.000000 Penalty: 34918.949219
Iteration 44Q: 17 clusters Score -4.219078e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 5890 members 
Mstep: Class 4 contains 6037 members 
Mstep: Class 5 contains 1199 members 
Mstep: Class 8 contains 1330 members 
Mstep: Class 9 contains 484433 members 
Mstep: Class 10 contains 11725 members 
Mstep: Class 11 contains 9745 members 
Mstep: Class 12 contains 28911 members 
Mstep: Class 13 contains 6612 members 
Mstep: Class 16 contains 2902 members 
Mstep: Class 17 contains 1556 members 
Mstep: Class 18 contains 7530 members 
Mstep: Class 20 contains 14735 members 
Mstep: Class 21 contains 8920 members 
Mstep: Class 23 contains 77562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42190844.000000 Penalty: 34918.949219
Iteration 45Q: 17 clusters Score -4.219084e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 5893 members 
Mstep: Class 4 contains 6077 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 8 contains 1324 members 
Mstep: Class 9 contains 484574 members 
Mstep: Class 10 contains 11583 members 
Mstep: Class 11 contains 9793 members 
Mstep: Class 12 contains 28521 members 
Mstep: Class 13 contains 6631 members 
Mstep: Class 16 contains 2869 members 
Mstep: Class 17 contains 1555 members 
Mstep: Class 18 contains 7659 members 
Mstep: Class 20 contains 14835 members 
Mstep: Class 21 contains 8882 members 
Mstep: Class 23 contains 77505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42190924.000000 Penalty: 34918.949219
Iteration 46Q: 17 clusters Score -4.219092e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 5892 members 
Mstep: Class 4 contains 6104 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 8 contains 1319 members 
Mstep: Class 9 contains 484729 members 
Mstep: Class 10 contains 11443 members 
Mstep: Class 11 contains 9841 members 
Mstep: Class 12 contains 28125 members 
Mstep: Class 13 contains 6656 members 
Mstep: Class 16 contains 2850 members 
Mstep: Class 17 contains 1565 members 
Mstep: Class 18 contains 7780 members 
Mstep: Class 20 contains 14929 members 
Mstep: Class 21 contains 8851 members 
Mstep: Class 23 contains 77462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42191080.000000 Penalty: 34918.949219
Iteration 47Q: 17 clusters Score -4.219108e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 5887 members 
Mstep: Class 4 contains 6154 members 
Mstep: Class 5 contains 1203 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 484936 members 
Mstep: Class 10 contains 11312 members 
Mstep: Class 11 contains 9878 members 
Mstep: Class 12 contains 27719 members 
Mstep: Class 13 contains 6678 members 
Mstep: Class 16 contains 2820 members 
Mstep: Class 17 contains 1568 members 
Mstep: Class 18 contains 7897 members 
Mstep: Class 20 contains 15032 members 
Mstep: Class 21 contains 8809 members 
Mstep: Class 23 contains 77422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42191152.000000 Penalty: 34918.949219
Iteration 48Q: 17 clusters Score -4.219115e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 5874 members 
Mstep: Class 4 contains 6182 members 
Mstep: Class 5 contains 1209 members 
Mstep: Class 8 contains 1309 members 
Mstep: Class 9 contains 485159 members 
Mstep: Class 10 contains 11214 members 
Mstep: Class 11 contains 9907 members 
Mstep: Class 12 contains 27307 members 
Mstep: Class 13 contains 6709 members 
Mstep: Class 16 contains 2789 members 
Mstep: Class 17 contains 1575 members 
Mstep: Class 18 contains 8023 members 
Mstep: Class 20 contains 15148 members 
Mstep: Class 21 contains 8774 members 
Mstep: Class 23 contains 77373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42191244.000000 Penalty: 34918.949219
Iteration 49Q: 17 clusters Score -4.219124e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 5852 members 
Mstep: Class 4 contains 6218 members 
Mstep: Class 5 contains 1216 members 
Mstep: Class 8 contains 1301 members 
Mstep: Class 9 contains 485380 members 
Mstep: Class 10 contains 11123 members 
Mstep: Class 11 contains 9925 members 
Mstep: Class 12 contains 26894 members 
Mstep: Class 13 contains 6724 members 
Mstep: Class 16 contains 2761 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 8137 members 
Mstep: Class 20 contains 15268 members 
Mstep: Class 21 contains 8736 members 
Mstep: Class 23 contains 77324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42191528.000000 Penalty: 34918.949219
Iteration 50Q: 17 clusters Score -4.219153e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 5841 members 
Mstep: Class 4 contains 6248 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 8 contains 1300 members 
Mstep: Class 9 contains 485621 members 
Mstep: Class 10 contains 11032 members 
Mstep: Class 11 contains 9933 members 
Mstep: Class 12 contains 26478 members 
Mstep: Class 13 contains 6757 members 
Mstep: Class 16 contains 2738 members 
Mstep: Class 17 contains 1602 members 
Mstep: Class 18 contains 8228 members 
Mstep: Class 20 contains 15402 members 
Mstep: Class 21 contains 8694 members 
Mstep: Class 23 contains 77269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42191728.000000 Penalty: 34918.949219
Iteration 51Q: 17 clusters Score -4.219173e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 5826 members 
Mstep: Class 4 contains 6285 members 
Mstep: Class 5 contains 1223 members 
Mstep: Class 8 contains 1297 members 
Mstep: Class 9 contains 485837 members 
Mstep: Class 10 contains 10960 members 
Mstep: Class 11 contains 9953 members 
Mstep: Class 12 contains 26048 members 
Mstep: Class 13 contains 6816 members 
Mstep: Class 16 contains 2714 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 8296 members 
Mstep: Class 20 contains 15528 members 
Mstep: Class 21 contains 8663 members 
Mstep: Class 23 contains 77213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42191880.000000 Penalty: 34918.949219
Iteration 52Q: 17 clusters Score -4.219188e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 5821 members 
Mstep: Class 4 contains 6309 members 
Mstep: Class 5 contains 1230 members 
Mstep: Class 8 contains 1294 members 
Mstep: Class 9 contains 486009 members 
Mstep: Class 10 contains 10895 members 
Mstep: Class 11 contains 9977 members 
Mstep: Class 12 contains 25632 members 
Mstep: Class 13 contains 6874 members 
Mstep: Class 16 contains 2684 members 
Mstep: Class 17 contains 1659 members 
Mstep: Class 18 contains 8361 members 
Mstep: Class 20 contains 15660 members 
Mstep: Class 21 contains 8631 members 
Mstep: Class 23 contains 77189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42192016.000000 Penalty: 34918.949219
Iteration 53Q: 17 clusters Score -4.219202e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 5815 members 
Mstep: Class 4 contains 6325 members 
Mstep: Class 5 contains 1240 members 
Mstep: Class 8 contains 1291 members 
Mstep: Class 9 contains 486252 members 
Mstep: Class 10 contains 10835 members 
Mstep: Class 11 contains 10003 members 
Mstep: Class 12 contains 25192 members 
Mstep: Class 13 contains 6918 members 
Mstep: Class 16 contains 2654 members 
Mstep: Class 17 contains 1690 members 
Mstep: Class 18 contains 8423 members 
Mstep: Class 20 contains 15769 members 
Mstep: Class 21 contains 8596 members 
Mstep: Class 23 contains 77163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42192204.000000 Penalty: 34918.949219
Iteration 54Q: 17 clusters Score -4.21922e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 5793 members 
Mstep: Class 4 contains 6340 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 8 contains 1287 members 
Mstep: Class 9 contains 486502 members 
Mstep: Class 10 contains 10775 members 
Mstep: Class 11 contains 10024 members 
Mstep: Class 12 contains 24775 members 
Mstep: Class 13 contains 6955 members 
Mstep: Class 16 contains 2607 members 
Mstep: Class 17 contains 1726 members 
Mstep: Class 18 contains 8483 members 
Mstep: Class 20 contains 15893 members 
Mstep: Class 21 contains 8551 members 
Mstep: Class 23 contains 77141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42192528.000000 Penalty: 34918.949219
Iteration 55Q: 17 clusters Score -4.219253e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 5772 members 
Mstep: Class 4 contains 6353 members 
Mstep: Class 5 contains 1241 members 
Mstep: Class 8 contains 1283 members 
Mstep: Class 9 contains 486731 members 
Mstep: Class 10 contains 10732 members 
Mstep: Class 11 contains 10072 members 
Mstep: Class 12 contains 24360 members 
Mstep: Class 13 contains 6995 members 
Mstep: Class 16 contains 2560 members 
Mstep: Class 17 contains 1746 members 
Mstep: Class 18 contains 8538 members 
Mstep: Class 20 contains 16010 members 
Mstep: Class 21 contains 8509 members 
Mstep: Class 23 contains 77131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42192720.000000 Penalty: 34918.949219
Iteration 56Q: 17 clusters Score -4.219272e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 5758 members 
Mstep: Class 4 contains 6364 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 8 contains 1275 members 
Mstep: Class 9 contains 486993 members 
Mstep: Class 10 contains 10692 members 
Mstep: Class 11 contains 10120 members 
Mstep: Class 12 contains 23925 members 
Mstep: Class 13 contains 7031 members 
Mstep: Class 16 contains 2523 members 
Mstep: Class 17 contains 1764 members 
Mstep: Class 18 contains 8580 members 
Mstep: Class 20 contains 16132 members 
Mstep: Class 21 contains 8467 members 
Mstep: Class 23 contains 77112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42192800.000000 Penalty: 34918.949219
Iteration 57Q: 17 clusters Score -4.21928e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 5747 members 
Mstep: Class 4 contains 6373 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 8 contains 1273 members 
Mstep: Class 9 contains 487291 members 
Mstep: Class 10 contains 10667 members 
Mstep: Class 11 contains 10151 members 
Mstep: Class 12 contains 23472 members 
Mstep: Class 13 contains 7064 members 
Mstep: Class 16 contains 2493 members 
Mstep: Class 17 contains 1780 members 
Mstep: Class 18 contains 8623 members 
Mstep: Class 20 contains 16260 members 
Mstep: Class 21 contains 8421 members 
Mstep: Class 23 contains 77098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42192736.000000 Penalty: 34918.949219
Iteration 58Q: 17 clusters Score -4.219274e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 5757 members 
Mstep: Class 4 contains 6371 members 
Mstep: Class 5 contains 1249 members 
Mstep: Class 8 contains 1271 members 
Mstep: Class 9 contains 487578 members 
Mstep: Class 10 contains 10630 members 
Mstep: Class 11 contains 10183 members 
Mstep: Class 12 contains 23030 members 
Mstep: Class 13 contains 7098 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 1802 members 
Mstep: Class 18 contains 8666 members 
Mstep: Class 20 contains 16385 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 23 contains 77075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42192796.000000 Penalty: 34918.949219
Iteration 59Q: 17 clusters Score -4.21928e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 5763 members 
Mstep: Class 4 contains 6372 members 
Mstep: Class 5 contains 1251 members 
Mstep: Class 8 contains 1271 members 
Mstep: Class 9 contains 487895 members 
Mstep: Class 10 contains 10589 members 
Mstep: Class 11 contains 10211 members 
Mstep: Class 12 contains 22590 members 
Mstep: Class 13 contains 7126 members 
Mstep: Class 16 contains 2451 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 8700 members 
Mstep: Class 20 contains 16521 members 
Mstep: Class 21 contains 8328 members 
Mstep: Class 23 contains 77056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42192856.000000 Penalty: 34918.949219
Iteration 60F: 17 clusters Score -4.219286e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 5774 members 
Mstep: Class 4 contains 6375 members 
Mstep: Class 5 contains 1250 members 
Mstep: Class 8 contains 1271 members 
Mstep: Class 9 contains 488191 members 
Mstep: Class 10 contains 10552 members 
Mstep: Class 11 contains 10232 members 
Mstep: Class 12 contains 22149 members 
Mstep: Class 13 contains 7167 members 
Mstep: Class 16 contains 2430 members 
Mstep: Class 17 contains 1825 members 
Mstep: Class 18 contains 8735 members 
Mstep: Class 20 contains 16644 members 
Mstep: Class 21 contains 8294 members 
Mstep: Class 23 contains 77035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42192856.000000 Penalty: 34918.949219
Iteration 61Q: 17 clusters Score -4.219286e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 5796 members 
Mstep: Class 4 contains 6381 members 
Mstep: Class 5 contains 1251 members 
Mstep: Class 8 contains 1271 members 
Mstep: Class 9 contains 488447 members 
Mstep: Class 10 contains 10511 members 
Mstep: Class 11 contains 10267 members 
Mstep: Class 12 contains 21718 members 
Mstep: Class 13 contains 7200 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 1851 members 
Mstep: Class 18 contains 8769 members 
Mstep: Class 20 contains 16765 members 
Mstep: Class 21 contains 8262 members 
Mstep: Class 23 contains 77022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42193052.000000 Penalty: 34918.949219
Iteration 62Q: 17 clusters Score -4.219305e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 5814 members 
Mstep: Class 4 contains 6385 members 
Mstep: Class 5 contains 1253 members 
Mstep: Class 8 contains 1272 members 
Mstep: Class 9 contains 488752 members 
Mstep: Class 10 contains 10463 members 
Mstep: Class 11 contains 10283 members 
Mstep: Class 12 contains 21316 members 
Mstep: Class 13 contains 7217 members 
Mstep: Class 16 contains 2397 members 
Mstep: Class 17 contains 1865 members 
Mstep: Class 18 contains 8803 members 
Mstep: Class 20 contains 16881 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 23 contains 77000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42193204.000000 Penalty: 34918.949219
Iteration 63Q: 17 clusters Score -4.21932e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 5842 members 
Mstep: Class 4 contains 6396 members 
Mstep: Class 5 contains 1257 members 
Mstep: Class 8 contains 1272 members 
Mstep: Class 9 contains 489034 members 
Mstep: Class 10 contains 10416 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 20907 members 
Mstep: Class 13 contains 7229 members 
Mstep: Class 16 contains 2384 members 
Mstep: Class 17 contains 1887 members 
Mstep: Class 18 contains 8834 members 
Mstep: Class 20 contains 17003 members 
Mstep: Class 21 contains 8188 members 
Mstep: Class 23 contains 76980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42193356.000000 Penalty: 34918.949219
Iteration 64Q: 17 clusters Score -4.219336e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 5874 members 
Mstep: Class 4 contains 6391 members 
Mstep: Class 5 contains 1258 members 
Mstep: Class 8 contains 1272 members 
Mstep: Class 9 contains 489327 members 
Mstep: Class 10 contains 10374 members 
Mstep: Class 11 contains 10311 members 
Mstep: Class 12 contains 20489 members 
Mstep: Class 13 contains 7248 members 
Mstep: Class 16 contains 2375 members 
Mstep: Class 17 contains 1904 members 
Mstep: Class 18 contains 8865 members 
Mstep: Class 20 contains 17102 members 
Mstep: Class 21 contains 8163 members 
Mstep: Class 23 contains 76971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42193472.000000 Penalty: 34918.949219
Iteration 65Q: 17 clusters Score -4.219347e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 5883 members 
Mstep: Class 4 contains 6393 members 
Mstep: Class 5 contains 1257 members 
Mstep: Class 8 contains 1270 members 
Mstep: Class 9 contains 489626 members 
Mstep: Class 10 contains 10320 members 
Mstep: Class 11 contains 10336 members 
Mstep: Class 12 contains 20070 members 
Mstep: Class 13 contains 7278 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 1925 members 
Mstep: Class 18 contains 8893 members 
Mstep: Class 20 contains 17205 members 
Mstep: Class 21 contains 8145 members 
Mstep: Class 23 contains 76969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42193644.000000 Penalty: 34918.949219
Iteration 66Q: 17 clusters Score -4.219364e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 5887 members 
Mstep: Class 4 contains 6401 members 
Mstep: Class 5 contains 1260 members 
Mstep: Class 8 contains 1270 members 
Mstep: Class 9 contains 489925 members 
Mstep: Class 10 contains 10286 members 
Mstep: Class 11 contains 10354 members 
Mstep: Class 12 contains 19665 members 
Mstep: Class 13 contains 7305 members 
Mstep: Class 16 contains 2337 members 
Mstep: Class 17 contains 1947 members 
Mstep: Class 18 contains 8917 members 
Mstep: Class 20 contains 17290 members 
Mstep: Class 21 contains 8119 members 
Mstep: Class 23 contains 76957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42193676.000000 Penalty: 34918.949219
Iteration 67Q: 17 clusters Score -4.219368e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 5890 members 
Mstep: Class 4 contains 6409 members 
Mstep: Class 5 contains 1266 members 
Mstep: Class 8 contains 1270 members 
Mstep: Class 9 contains 490188 members 
Mstep: Class 10 contains 10262 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 19299 members 
Mstep: Class 13 contains 7330 members 
Mstep: Class 16 contains 2324 members 
Mstep: Class 17 contains 1977 members 
Mstep: Class 18 contains 8934 members 
Mstep: Class 20 contains 17372 members 
Mstep: Class 21 contains 8089 members 
Mstep: Class 23 contains 76930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42193876.000000 Penalty: 34918.949219
Iteration 68Q: 17 clusters Score -4.219388e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 5889 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 1270 members 
Mstep: Class 8 contains 1270 members 
Mstep: Class 9 contains 490438 members 
Mstep: Class 10 contains 10235 members 
Mstep: Class 11 contains 10400 members 
Mstep: Class 12 contains 18938 members 
Mstep: Class 13 contains 7344 members 
Mstep: Class 16 contains 2312 members 
Mstep: Class 17 contains 1997 members 
Mstep: Class 18 contains 8958 members 
Mstep: Class 20 contains 17473 members 
Mstep: Class 21 contains 8051 members 
Mstep: Class 23 contains 76918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42193980.000000 Penalty: 34918.949219
Iteration 69Q: 17 clusters Score -4.219398e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 5892 members 
Mstep: Class 4 contains 6411 members 
Mstep: Class 5 contains 1272 members 
Mstep: Class 8 contains 1269 members 
Mstep: Class 9 contains 490645 members 
Mstep: Class 10 contains 10211 members 
Mstep: Class 11 contains 10429 members 
Mstep: Class 12 contains 18569 members 
Mstep: Class 13 contains 7356 members 
Mstep: Class 16 contains 2303 members 
Mstep: Class 17 contains 2014 members 
Mstep: Class 18 contains 8971 members 
Mstep: Class 20 contains 17606 members 
Mstep: Class 21 contains 8021 members 
Mstep: Class 23 contains 76913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42194100.000000 Penalty: 34918.949219
Iteration 70Q: 17 clusters Score -4.21941e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 5897 members 
Mstep: Class 4 contains 6417 members 
Mstep: Class 5 contains 1273 members 
Mstep: Class 8 contains 1268 members 
Mstep: Class 9 contains 490875 members 
Mstep: Class 10 contains 10193 members 
Mstep: Class 11 contains 10447 members 
Mstep: Class 12 contains 18167 members 
Mstep: Class 13 contains 7374 members 
Mstep: Class 16 contains 2286 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 8984 members 
Mstep: Class 20 contains 17739 members 
Mstep: Class 21 contains 8001 members 
Mstep: Class 23 contains 76903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42194464.000000 Penalty: 34918.949219
Iteration 71Q: 17 clusters Score -4.219446e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 5917 members 
Mstep: Class 4 contains 6423 members 
Mstep: Class 5 contains 1273 members 
Mstep: Class 8 contains 1267 members 
Mstep: Class 9 contains 491094 members 
Mstep: Class 10 contains 10167 members 
Mstep: Class 11 contains 10458 members 
Mstep: Class 12 contains 17780 members 
Mstep: Class 13 contains 7398 members 
Mstep: Class 16 contains 2280 members 
Mstep: Class 17 contains 2073 members 
Mstep: Class 18 contains 8997 members 
Mstep: Class 20 contains 17846 members 
Mstep: Class 21 contains 7986 members 
Mstep: Class 23 contains 76894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42194512.000000 Penalty: 34918.949219
Iteration 72Q: 17 clusters Score -4.219451e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 5933 members 
Mstep: Class 4 contains 6429 members 
Mstep: Class 5 contains 1273 members 
Mstep: Class 8 contains 1266 members 
Mstep: Class 9 contains 491330 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 10477 members 
Mstep: Class 12 contains 17411 members 
Mstep: Class 13 contains 7410 members 
Mstep: Class 16 contains 2275 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 9008 members 
Mstep: Class 20 contains 17939 members 
Mstep: Class 21 contains 7978 members 
Mstep: Class 23 contains 76879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42194548.000000 Penalty: 34918.949219
Iteration 73Q: 17 clusters Score -4.219455e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 5960 members 
Mstep: Class 4 contains 6428 members 
Mstep: Class 5 contains 1274 members 
Mstep: Class 8 contains 1264 members 
Mstep: Class 9 contains 491530 members 
Mstep: Class 10 contains 10117 members 
Mstep: Class 11 contains 10488 members 
Mstep: Class 12 contains 17049 members 
Mstep: Class 13 contains 7423 members 
Mstep: Class 16 contains 2271 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 9022 members 
Mstep: Class 20 contains 18054 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 23 contains 76865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42194640.000000 Penalty: 34918.949219
Iteration 74Q: 17 clusters Score -4.219464e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 5984 members 
Mstep: Class 4 contains 6423 members 
Mstep: Class 5 contains 1276 members 
Mstep: Class 8 contains 1262 members 
Mstep: Class 9 contains 491692 members 
Mstep: Class 10 contains 10104 members 
Mstep: Class 11 contains 10502 members 
Mstep: Class 12 contains 16741 members 
Mstep: Class 13 contains 7436 members 
Mstep: Class 16 contains 2269 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 9033 members 
Mstep: Class 20 contains 18160 members 
Mstep: Class 21 contains 7936 members 
Mstep: Class 23 contains 76853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42194664.000000 Penalty: 34918.949219
Iteration 75Q: 17 clusters Score -4.219466e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 6008 members 
Mstep: Class 4 contains 6427 members 
Mstep: Class 5 contains 1277 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 491837 members 
Mstep: Class 10 contains 10087 members 
Mstep: Class 11 contains 10501 members 
Mstep: Class 12 contains 16469 members 
Mstep: Class 13 contains 7435 members 
Mstep: Class 16 contains 2266 members 
Mstep: Class 17 contains 2159 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 20 contains 18256 members 
Mstep: Class 21 contains 7916 members 
Mstep: Class 23 contains 76843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42194792.000000 Penalty: 34918.949219
Iteration 76Q: 17 clusters Score -4.219479e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 4 contains 6425 members 
Mstep: Class 5 contains 1277 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 491993 members 
Mstep: Class 10 contains 10068 members 
Mstep: Class 11 contains 10502 members 
Mstep: Class 12 contains 16208 members 
Mstep: Class 13 contains 7433 members 
Mstep: Class 16 contains 2264 members 
Mstep: Class 17 contains 2182 members 
Mstep: Class 18 contains 9051 members 
Mstep: Class 20 contains 18346 members 
Mstep: Class 21 contains 7895 members 
Mstep: Class 23 contains 76836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42194804.000000 Penalty: 34918.949219
Iteration 77Q: 17 clusters Score -4.21948e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 6059 members 
Mstep: Class 4 contains 6419 members 
Mstep: Class 5 contains 1280 members 
Mstep: Class 8 contains 1262 members 
Mstep: Class 9 contains 492132 members 
Mstep: Class 10 contains 10046 members 
Mstep: Class 11 contains 10511 members 
Mstep: Class 12 contains 15971 members 
Mstep: Class 13 contains 7446 members 
Mstep: Class 16 contains 2258 members 
Mstep: Class 17 contains 2213 members 
Mstep: Class 18 contains 9057 members 
Mstep: Class 20 contains 18407 members 
Mstep: Class 21 contains 7879 members 
Mstep: Class 23 contains 76829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42194844.000000 Penalty: 34918.949219
Iteration 78Q: 17 clusters Score -4.219484e+07 nChanged 630
Entering ConstructFrom: 
Score: -42194844.000000 Penalty: 34918.949219
Entering ConstructFrom: 
Trying to split cluster 1 (12585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Entering Unmasked Estep 
Score: -797612.812500 Penalty: 1534.042358
	Iteration 0F: 2 clusters Score -797612.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -788847.875000 Penalty: 3068.084717
	Iteration 0F: 3 clusters Score -788847.9 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -791879.625000 Penalty: 3068.084717
	Iteration 1F: 3 clusters Score -791879.6 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -792130.062500 Penalty: 3068.084717
	Iteration 2F: 3 clusters Score -792130.1 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -792377.937500 Penalty: 3068.084717
	Iteration 3Q: 3 clusters Score -792377.9 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -792597.312500 Penalty: 3068.084717
	Iteration 4Q: 3 clusters Score -792597.3 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -792789.687500 Penalty: 3068.084717
	Iteration 5Q: 3 clusters Score -792789.7 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -792984.000000 Penalty: 3068.084717
	Iteration 6Q: 3 clusters Score -792984 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -793211.375000 Penalty: 3068.084717
	Iteration 7Q: 3 clusters Score -793211.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -793481.062500 Penalty: 3068.084717
	Iteration 8Q: 3 clusters Score -793481.1 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -793793.437500 Penalty: 3068.084717
	Iteration 9Q: 3 clusters Score -793793.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -794156.250000 Penalty: 3068.084717
	Iteration 10Q: 3 clusters Score -794156.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -794539.312500 Penalty: 3068.084717
	Iteration 11Q: 3 clusters Score -794539.3 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -794927.937500 Penalty: 3068.084717
	Iteration 12Q: 3 clusters Score -794927.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -795234.500000 Penalty: 3068.084717
	Iteration 13Q: 3 clusters Score -795234.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -795443.375000 Penalty: 3068.084717
	Iteration 14Q: 3 clusters Score -795443.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -795570.687500 Penalty: 3068.084717
	Iteration 15Q: 3 clusters Score -795570.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -795661.875000 Penalty: 3068.084717
	Iteration 16Q: 3 clusters Score -795661.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -795747.375000 Penalty: 3068.084717
	Iteration 17Q: 3 clusters Score -795747.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -795831.187500 Penalty: 3068.084717
	Iteration 18Q: 3 clusters Score -795831.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -795901.687500 Penalty: 3068.084717
	Iteration 19Q: 3 clusters Score -795901.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -795969.187500 Penalty: 3068.084717
	Iteration 20F: 3 clusters Score -795969.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -796030.250000 Penalty: 3068.084717
	Iteration 21Q: 3 clusters Score -796030.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -796075.250000 Penalty: 3068.084717
	Iteration 22Q: 3 clusters Score -796075.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -796105.000000 Penalty: 3068.084717
	Iteration 23Q: 3 clusters Score -796105 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -796129.687500 Penalty: 3068.084717
	Iteration 24Q: 3 clusters Score -796129.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -796150.062500 Penalty: 3068.084717
	Iteration 25Q: 3 clusters Score -796150.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -796164.250000 Penalty: 3068.084717
	Iteration 26Q: 3 clusters Score -796164.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -796175.687500 Penalty: 3068.084717
	Iteration 27Q: 3 clusters Score -796175.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -796190.250000 Penalty: 3068.084717
	Iteration 28Q: 3 clusters Score -796190.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -796196.937500 Penalty: 3068.084717
	Iteration 29Q: 3 clusters Score -796196.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -796204.312500 Penalty: 3068.084717
	Iteration 30Q: 3 clusters Score -796204.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -796214.062500 Penalty: 3068.084717
	Iteration 31Q: 3 clusters Score -796214.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -796223.500000 Penalty: 3068.084717
	Iteration 32Q: 3 clusters Score -796223.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -796227.000000 Penalty: 3068.084717
	Iteration 33Q: 3 clusters Score -796227 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -796232.625000 Penalty: 3068.084717
	Iteration 34Q: 3 clusters Score -796232.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -796239.937500 Penalty: 3068.084717
	Iteration 35Q: 3 clusters Score -796239.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -796244.625000 Penalty: 3068.084717
	Iteration 36Q: 3 clusters Score -796244.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -796252.000000 Penalty: 3068.084717
	Iteration 37Q: 3 clusters Score -796252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -796252.812500 Penalty: 3068.084717
	Iteration 38Q: 3 clusters Score -796252.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -796257.500000 Penalty: 3068.084717
	Iteration 39Q: 3 clusters Score -796257.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -796257.500000 Penalty: 3068.084717
	Iteration 40F: 3 clusters Score -796257.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -796260.562500 Penalty: 3068.084717
	Iteration 41Q: 3 clusters Score -796260.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -796264.375000 Penalty: 3068.084717
	Iteration 42Q: 3 clusters Score -796264.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -796267.500000 Penalty: 3068.084717
	Iteration 43Q: 3 clusters Score -796267.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -796269.062500 Penalty: 3068.084717
	Iteration 44Q: 3 clusters Score -796269.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -796270.187500 Penalty: 3068.084717
	Iteration 45Q: 3 clusters Score -796270.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -796272.937500 Penalty: 3068.084717
	Iteration 46Q: 3 clusters Score -796272.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -796273.000000 Penalty: 3068.084717
	Iteration 47Q: 3 clusters Score -796273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -796272.625000 Penalty: 3068.084717
	Iteration 48Q: 3 clusters Score -796272.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -796273.437500 Penalty: 3068.084717
	Iteration 49Q: 3 clusters Score -796273.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -796274.375000 Penalty: 3068.084717
	Iteration 50Q: 3 clusters Score -796274.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -796272.937500 Penalty: 3068.084717
	Iteration 51Q: 3 clusters Score -796272.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -796273.125000 Penalty: 3068.084717
	Iteration 52Q: 3 clusters Score -796273.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -796272.875000 Penalty: 3068.084717
	Iteration 53Q: 3 clusters Score -796272.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -796272.875000 Penalty: 3068.084717
	Iteration 54F: 3 clusters Score -796272.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Entering Unmasked Estep 
Score: -377961.656250 Penalty: 1415.663086
	Iteration 0F: 2 clusters Score -377961.7 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 2979 members 
Entering Unmasked Estep 
Score: -373302.656250 Penalty: 2831.326172
	Iteration 0F: 3 clusters Score -373302.7 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -374552.437500 Penalty: 2831.326172
	Iteration 1F: 3 clusters Score -374552.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -374786.531250 Penalty: 2831.326172
	Iteration 2F: 3 clusters Score -374786.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -374992.281250 Penalty: 2831.326172
	Iteration 3F: 3 clusters Score -374992.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -375178.593750 Penalty: 2831.326172
	Iteration 4F: 3 clusters Score -375178.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -375365.750000 Penalty: 2831.326172
	Iteration 5F: 3 clusters Score -375365.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -375545.593750 Penalty: 2831.326172
	Iteration 6Q: 3 clusters Score -375545.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -375741.500000 Penalty: 2831.326172
	Iteration 7Q: 3 clusters Score -375741.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -375925.093750 Penalty: 2831.326172
	Iteration 8Q: 3 clusters Score -375925.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -376078.031250 Penalty: 2831.326172
	Iteration 9Q: 3 clusters Score -376078 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -376222.218750 Penalty: 2831.326172
	Iteration 10Q: 3 clusters Score -376222.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -376348.437500 Penalty: 2831.326172
	Iteration 11Q: 3 clusters Score -376348.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -376458.656250 Penalty: 2831.326172
	Iteration 12Q: 3 clusters Score -376458.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -376549.468750 Penalty: 2831.326172
	Iteration 13Q: 3 clusters Score -376549.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -376622.406250 Penalty: 2831.326172
	Iteration 14Q: 3 clusters Score -376622.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -376679.062500 Penalty: 2831.326172
	Iteration 15Q: 3 clusters Score -376679.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -376711.000000 Penalty: 2831.326172
	Iteration 16Q: 3 clusters Score -376711 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -376749.093750 Penalty: 2831.326172
	Iteration 17Q: 3 clusters Score -376749.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -376776.187500 Penalty: 2831.326172
	Iteration 18Q: 3 clusters Score -376776.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -376791.250000 Penalty: 2831.326172
	Iteration 19Q: 3 clusters Score -376791.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -376807.968750 Penalty: 2831.326172
	Iteration 20F: 3 clusters Score -376808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -376825.437500 Penalty: 2831.326172
	Iteration 21Q: 3 clusters Score -376825.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -376837.187500 Penalty: 2831.326172
	Iteration 22Q: 3 clusters Score -376837.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -376850.468750 Penalty: 2831.326172
	Iteration 23Q: 3 clusters Score -376850.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -376861.031250 Penalty: 2831.326172
	Iteration 24Q: 3 clusters Score -376861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -376867.968750 Penalty: 2831.326172
	Iteration 25Q: 3 clusters Score -376868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -376874.750000 Penalty: 2831.326172
	Iteration 26Q: 3 clusters Score -376874.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -376884.187500 Penalty: 2831.326172
	Iteration 27Q: 3 clusters Score -376884.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -376889.125000 Penalty: 2831.326172
	Iteration 28Q: 3 clusters Score -376889.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -376889.687500 Penalty: 2831.326172
	Iteration 29Q: 3 clusters Score -376889.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -376890.625000 Penalty: 2831.326172
	Iteration 30Q: 3 clusters Score -376890.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -376891.437500 Penalty: 2831.326172
	Iteration 31Q: 3 clusters Score -376891.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -376893.468750 Penalty: 2831.326172
	Iteration 32Q: 3 clusters Score -376893.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -376893.937500 Penalty: 2831.326172
	Iteration 33Q: 3 clusters Score -376893.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -376895.000000 Penalty: 2831.326172
	Iteration 34Q: 3 clusters Score -376895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -376895.375000 Penalty: 2831.326172
	Iteration 35Q: 3 clusters Score -376895.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -376896.531250 Penalty: 2831.326172
	Iteration 36Q: 3 clusters Score -376896.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -376896.937500 Penalty: 2831.326172
	Iteration 37Q: 3 clusters Score -376896.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -376898.218750 Penalty: 2831.326172
	Iteration 38Q: 3 clusters Score -376898.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -376897.593750 Penalty: 2831.326172
	Iteration 39Q: 3 clusters Score -376897.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -376897.593750 Penalty: 2831.326172
	Iteration 40F: 3 clusters Score -376897.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Entering Unmasked Estep 
Score: -348283.531250 Penalty: 1424.615112
	Iteration 0F: 2 clusters Score -348283.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -343430.843750 Penalty: 2849.230225
	Iteration 0F: 3 clusters Score -343430.8 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -344933.187500 Penalty: 2849.230225
	Iteration 1F: 3 clusters Score -344933.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -345187.187500 Penalty: 2849.230225
	Iteration 2F: 3 clusters Score -345187.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -345364.906250 Penalty: 2849.230225
	Iteration 3F: 3 clusters Score -345364.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -345508.312500 Penalty: 2849.230225
	Iteration 4Q: 3 clusters Score -345508.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -345654.218750 Penalty: 2849.230225
	Iteration 5Q: 3 clusters Score -345654.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -345802.250000 Penalty: 2849.230225
	Iteration 6Q: 3 clusters Score -345802.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -345941.343750 Penalty: 2849.230225
	Iteration 7Q: 3 clusters Score -345941.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -346094.250000 Penalty: 2849.230225
	Iteration 8Q: 3 clusters Score -346094.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -346230.093750 Penalty: 2849.230225
	Iteration 9Q: 3 clusters Score -346230.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -346358.531250 Penalty: 2849.230225
	Iteration 10Q: 3 clusters Score -346358.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -346468.875000 Penalty: 2849.230225
	Iteration 11Q: 3 clusters Score -346468.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -346556.906250 Penalty: 2849.230225
	Iteration 12Q: 3 clusters Score -346556.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -346629.000000 Penalty: 2849.230225
	Iteration 13Q: 3 clusters Score -346629 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -346692.250000 Penalty: 2849.230225
	Iteration 14Q: 3 clusters Score -346692.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -346756.531250 Penalty: 2849.230225
	Iteration 15Q: 3 clusters Score -346756.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -346816.250000 Penalty: 2849.230225
	Iteration 16Q: 3 clusters Score -346816.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -346854.343750 Penalty: 2849.230225
	Iteration 17Q: 3 clusters Score -346854.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -346892.093750 Penalty: 2849.230225
	Iteration 18Q: 3 clusters Score -346892.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -346930.718750 Penalty: 2849.230225
	Iteration 19Q: 3 clusters Score -346930.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -346970.750000 Penalty: 2849.230225
	Iteration 20F: 3 clusters Score -346970.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -347017.406250 Penalty: 2849.230225
	Iteration 21Q: 3 clusters Score -347017.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -347082.062500 Penalty: 2849.230225
	Iteration 22Q: 3 clusters Score -347082.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -347160.562500 Penalty: 2849.230225
	Iteration 23Q: 3 clusters Score -347160.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -347249.906250 Penalty: 2849.230225
	Iteration 24Q: 3 clusters Score -347249.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -347323.375000 Penalty: 2849.230225
	Iteration 25Q: 3 clusters Score -347323.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -347382.687500 Penalty: 2849.230225
	Iteration 26Q: 3 clusters Score -347382.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -347432.125000 Penalty: 2849.230225
	Iteration 27Q: 3 clusters Score -347432.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -347482.250000 Penalty: 2849.230225
	Iteration 28Q: 3 clusters Score -347482.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -347520.562500 Penalty: 2849.230225
	Iteration 29Q: 3 clusters Score -347520.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -347547.312500 Penalty: 2849.230225
	Iteration 30Q: 3 clusters Score -347547.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -347560.000000 Penalty: 2849.230225
	Iteration 31Q: 3 clusters Score -347560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -347571.750000 Penalty: 2849.230225
	Iteration 32Q: 3 clusters Score -347571.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -347584.437500 Penalty: 2849.230225
	Iteration 33Q: 3 clusters Score -347584.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -347602.156250 Penalty: 2849.230225
	Iteration 34Q: 3 clusters Score -347602.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -347613.937500 Penalty: 2849.230225
	Iteration 35Q: 3 clusters Score -347613.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -347621.843750 Penalty: 2849.230225
	Iteration 36Q: 3 clusters Score -347621.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -347624.093750 Penalty: 2849.230225
	Iteration 37Q: 3 clusters Score -347624.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -347625.500000 Penalty: 2849.230225
	Iteration 38Q: 3 clusters Score -347625.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -347626.906250 Penalty: 2849.230225
	Iteration 39Q: 3 clusters Score -347626.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -347628.156250 Penalty: 2849.230225
	Iteration 40F: 3 clusters Score -347628.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -347631.687500 Penalty: 2849.230225
	Iteration 41Q: 3 clusters Score -347631.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -347633.031250 Penalty: 2849.230225
	Iteration 42Q: 3 clusters Score -347633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -347633.031250 Penalty: 2849.230225
	Iteration 43F: 3 clusters Score -347633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -73304.921875 Penalty: 1162.878662
	Iteration 0F: 2 clusters Score -73304.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -71654.164062 Penalty: 2325.757324
	Iteration 0F: 3 clusters Score -71654.16 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -71974.851562 Penalty: 2325.757324
	Iteration 1F: 3 clusters Score -71974.85 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -72059.140625 Penalty: 2325.757324
	Iteration 2F: 3 clusters Score -72059.14 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -72103.226562 Penalty: 2325.757324
	Iteration 3Q: 3 clusters Score -72103.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -72136.000000 Penalty: 2325.757324
	Iteration 4Q: 3 clusters Score -72136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -72150.187500 Penalty: 2325.757324
	Iteration 5Q: 3 clusters Score -72150.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -72161.320312 Penalty: 2325.757324
	Iteration 6Q: 3 clusters Score -72161.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -72171.414062 Penalty: 2325.757324
	Iteration 7Q: 3 clusters Score -72171.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -72182.593750 Penalty: 2325.757324
	Iteration 8Q: 3 clusters Score -72182.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -72185.296875 Penalty: 2325.757324
	Iteration 9Q: 3 clusters Score -72185.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -72185.796875 Penalty: 2325.757324
	Iteration 10Q: 3 clusters Score -72185.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -72185.796875 Penalty: 2325.757324
	Iteration 11F: 3 clusters Score -72185.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Entering Unmasked Estep 
Score: -71216.250000 Penalty: 1160.323608
	Iteration 0F: 2 clusters Score -71216.25 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 612 members 
Entering Unmasked Estep 
Score: -69573.250000 Penalty: 2320.647217
	Iteration 0F: 3 clusters Score -69573.25 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -69917.484375 Penalty: 2320.647217
	Iteration 1F: 3 clusters Score -69917.48 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -70036.656250 Penalty: 2320.647217
	Iteration 2F: 3 clusters Score -70036.66 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -70107.312500 Penalty: 2320.647217
	Iteration 3F: 3 clusters Score -70107.31 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -70147.023438 Penalty: 2320.647217
	Iteration 4Q: 3 clusters Score -70147.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -70175.554688 Penalty: 2320.647217
	Iteration 5Q: 3 clusters Score -70175.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -70196.945312 Penalty: 2320.647217
	Iteration 6Q: 3 clusters Score -70196.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -70211.242188 Penalty: 2320.647217
	Iteration 7Q: 3 clusters Score -70211.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -70221.125000 Penalty: 2320.647217
	Iteration 8Q: 3 clusters Score -70221.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -70227.632812 Penalty: 2320.647217
	Iteration 9Q: 3 clusters Score -70227.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -70234.929688 Penalty: 2320.647217
	Iteration 10Q: 3 clusters Score -70234.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -70239.351562 Penalty: 2320.647217
	Iteration 11Q: 3 clusters Score -70239.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -70240.390625 Penalty: 2320.647217
	Iteration 12Q: 3 clusters Score -70240.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -70242.000000 Penalty: 2320.647217
	Iteration 13Q: 3 clusters Score -70242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -70242.632812 Penalty: 2320.647217
	Iteration 14Q: 3 clusters Score -70242.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -70244.187500 Penalty: 2320.647217
	Iteration 15Q: 3 clusters Score -70244.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -70244.843750 Penalty: 2320.647217
	Iteration 16Q: 3 clusters Score -70244.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -70245.867188 Penalty: 2320.647217
	Iteration 17Q: 3 clusters Score -70245.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -70245.867188 Penalty: 2320.647217
	Iteration 18F: 3 clusters Score -70245.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (492213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492213 members 
Entering Unmasked Estep 
Score: -31169282.000000 Penalty: 2129.833252
	Iteration 0F: 2 clusters Score -3.116928e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246230 members 
Mstep: Class 2 contains 245983 members 
Entering Unmasked Estep 
Score: -30837078.000000 Penalty: 4259.666504
	Iteration 0F: 3 clusters Score -3.083708e+07 nChanged 241198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252968 members 
Mstep: Class 2 contains 239245 members 
Entering Unmasked Estep 
Score: -30982714.000000 Penalty: 4259.666504
	Iteration 1F: 3 clusters Score -3.098271e+07 nChanged 11349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257283 members 
Mstep: Class 2 contains 234930 members 
Entering Unmasked Estep 
Score: -30984876.000000 Penalty: 4259.666504
	Iteration 2Q: 3 clusters Score -3.098488e+07 nChanged 12886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264087 members 
Mstep: Class 2 contains 228126 members 
Entering Unmasked Estep 
Score: -30987764.000000 Penalty: 4259.666504
	Iteration 3Q: 3 clusters Score -3.098776e+07 nChanged 15643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274616 members 
Mstep: Class 2 contains 217597 members 
Entering Unmasked Estep 
Score: -30992248.000000 Penalty: 4259.666504
	Iteration 4Q: 3 clusters Score -3.099225e+07 nChanged 20223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290645 members 
Mstep: Class 2 contains 201568 members 
Entering Unmasked Estep 
Score: -30999976.000000 Penalty: 4259.666504
	Iteration 5Q: 3 clusters Score -3.099998e+07 nChanged 26469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314026 members 
Mstep: Class 2 contains 178187 members 
Entering Unmasked Estep 
Score: -31013314.000000 Penalty: 4259.666504
	Iteration 6F: 3 clusters Score -3.101331e+07 nChanged 33673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345669 members 
Mstep: Class 2 contains 146544 members 
Entering Unmasked Estep 
Score: -31035834.000000 Penalty: 4259.666504
	Iteration 7F: 3 clusters Score -3.103583e+07 nChanged 39202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384009 members 
Mstep: Class 2 contains 108204 members 
Entering Unmasked Estep 
Score: -31067046.000000 Penalty: 4259.666504
	Iteration 8F: 3 clusters Score -3.106705e+07 nChanged 38929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422706 members 
Mstep: Class 2 contains 69507 members 
Entering Unmasked Estep 
Score: -31102112.000000 Penalty: 4259.666504
	Iteration 9F: 3 clusters Score -3.110211e+07 nChanged 31510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454178 members 
Mstep: Class 2 contains 38035 members 
Entering Unmasked Estep 
Score: -31131570.000000 Penalty: 4259.666504
	Iteration 10F: 3 clusters Score -3.113157e+07 nChanged 20441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474615 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -31151308.000000 Penalty: 4259.666504
	Iteration 11Q: 3 clusters Score -3.115131e+07 nChanged 10519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485134 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -31161374.000000 Penalty: 4259.666504
	Iteration 12Q: 3 clusters Score -3.116137e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489515 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -31165128.000000 Penalty: 4259.666504
	Iteration 13Q: 3 clusters Score -3.116513e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491059 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -31166456.000000 Penalty: 4259.666504
	Iteration 14Q: 3 clusters Score -3.116646e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491532 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -31166920.000000 Penalty: 4259.666504
	Iteration 15Q: 3 clusters Score -3.116692e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491685 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -31167168.000000 Penalty: 4259.666504
	Iteration 16Q: 3 clusters Score -3.116717e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491723 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -31167240.000000 Penalty: 4259.666504
	Iteration 17Q: 3 clusters Score -3.116724e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491750 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -31167336.000000 Penalty: 4259.666504
	Iteration 18Q: 3 clusters Score -3.116734e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491760 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -31167382.000000 Penalty: 4259.666504
	Iteration 19Q: 3 clusters Score -3.116738e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491756 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -31167410.000000 Penalty: 4259.666504
	Iteration 20F: 3 clusters Score -3.116741e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491757 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -31167420.000000 Penalty: 4259.666504
	Iteration 21Q: 3 clusters Score -3.116742e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491753 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -31167422.000000 Penalty: 4259.666504
	Iteration 22Q: 3 clusters Score -3.116742e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491756 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -31167420.000000 Penalty: 4259.666504
	Iteration 23Q: 3 clusters Score -3.116742e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491758 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -31167438.000000 Penalty: 4259.666504
	Iteration 24Q: 3 clusters Score -3.116744e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491751 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -31167470.000000 Penalty: 4259.666504
	Iteration 25Q: 3 clusters Score -3.116747e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491749 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -31167478.000000 Penalty: 4259.666504
	Iteration 26Q: 3 clusters Score -3.116748e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491747 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -31167488.000000 Penalty: 4259.666504
	Iteration 27Q: 3 clusters Score -3.116749e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491744 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -31167494.000000 Penalty: 4259.666504
	Iteration 28Q: 3 clusters Score -3.116749e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491743 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -31167510.000000 Penalty: 4259.666504
	Iteration 29Q: 3 clusters Score -3.116751e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491742 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -31167538.000000 Penalty: 4259.666504
	Iteration 30Q: 3 clusters Score -3.116754e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491740 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -31167540.000000 Penalty: 4259.666504
	Iteration 31Q: 3 clusters Score -3.116754e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491734 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -31167568.000000 Penalty: 4259.666504
	Iteration 32Q: 3 clusters Score -3.116757e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491735 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -31167554.000000 Penalty: 4259.666504
	Iteration 33Q: 3 clusters Score -3.116755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491736 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -31167550.000000 Penalty: 4259.666504
	Iteration 34Q: 3 clusters Score -3.116755e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491738 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -31167552.000000 Penalty: 4259.666504
	Iteration 35Q: 3 clusters Score -3.116755e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491740 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -31167574.000000 Penalty: 4259.666504
	Iteration 36Q: 3 clusters Score -3.116757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491739 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -31167554.000000 Penalty: 4259.666504
	Iteration 37Q: 3 clusters Score -3.116755e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491739 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -31167554.000000 Penalty: 4259.666504
	Iteration 38F: 3 clusters Score -3.116755e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Entering Unmasked Estep 
Score: -626646.437500 Penalty: 1497.215576
	Iteration 0F: 2 clusters Score -626646.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -619486.562500 Penalty: 2994.431152
	Iteration 0F: 3 clusters Score -619486.6 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -621937.812500 Penalty: 2994.431152
	Iteration 1F: 3 clusters Score -621937.8 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -622298.375000 Penalty: 2994.431152
	Iteration 2F: 3 clusters Score -622298.4 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -622689.062500 Penalty: 2994.431152
	Iteration 3F: 3 clusters Score -622689.1 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -623147.687500 Penalty: 2994.431152
	Iteration 4F: 3 clusters Score -623147.7 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -623655.000000 Penalty: 2994.431152
	Iteration 5F: 3 clusters Score -623655 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -624129.375000 Penalty: 2994.431152
	Iteration 6F: 3 clusters Score -624129.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -624512.250000 Penalty: 2994.431152
	Iteration 7F: 3 clusters Score -624512.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -624807.000000 Penalty: 2994.431152
	Iteration 8Q: 3 clusters Score -624807 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -625009.562500 Penalty: 2994.431152
	Iteration 9Q: 3 clusters Score -625009.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -625156.875000 Penalty: 2994.431152
	Iteration 10Q: 3 clusters Score -625156.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -625258.125000 Penalty: 2994.431152
	Iteration 11Q: 3 clusters Score -625258.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -625342.812500 Penalty: 2994.431152
	Iteration 12Q: 3 clusters Score -625342.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -625432.125000 Penalty: 2994.431152
	Iteration 13Q: 3 clusters Score -625432.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -625501.687500 Penalty: 2994.431152
	Iteration 14Q: 3 clusters Score -625501.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -625565.625000 Penalty: 2994.431152
	Iteration 15Q: 3 clusters Score -625565.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -625635.187500 Penalty: 2994.431152
	Iteration 16Q: 3 clusters Score -625635.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -625691.500000 Penalty: 2994.431152
	Iteration 17Q: 3 clusters Score -625691.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -625745.812500 Penalty: 2994.431152
	Iteration 18Q: 3 clusters Score -625745.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -625783.875000 Penalty: 2994.431152
	Iteration 19Q: 3 clusters Score -625783.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -625820.125000 Penalty: 2994.431152
	Iteration 20F: 3 clusters Score -625820.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -625851.062500 Penalty: 2994.431152
	Iteration 21Q: 3 clusters Score -625851.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -625869.312500 Penalty: 2994.431152
	Iteration 22Q: 3 clusters Score -625869.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -625888.312500 Penalty: 2994.431152
	Iteration 23Q: 3 clusters Score -625888.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -625899.375000 Penalty: 2994.431152
	Iteration 24Q: 3 clusters Score -625899.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -625903.812500 Penalty: 2994.431152
	Iteration 25Q: 3 clusters Score -625903.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -625907.750000 Penalty: 2994.431152
	Iteration 26Q: 3 clusters Score -625907.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -625909.812500 Penalty: 2994.431152
	Iteration 27Q: 3 clusters Score -625909.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -625914.000000 Penalty: 2994.431152
	Iteration 28Q: 3 clusters Score -625914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -625915.312500 Penalty: 2994.431152
	Iteration 29Q: 3 clusters Score -625915.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -625915.750000 Penalty: 2994.431152
	Iteration 30Q: 3 clusters Score -625915.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -625918.500000 Penalty: 2994.431152
	Iteration 31Q: 3 clusters Score -625918.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -625920.312500 Penalty: 2994.431152
	Iteration 32Q: 3 clusters Score -625920.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -625921.062500 Penalty: 2994.431152
	Iteration 33Q: 3 clusters Score -625921.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -625922.125000 Penalty: 2994.431152
	Iteration 34Q: 3 clusters Score -625922.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -625922.875000 Penalty: 2994.431152
	Iteration 35Q: 3 clusters Score -625922.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -625922.875000 Penalty: 2994.431152
	Iteration 36F: 3 clusters Score -625922.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Entering Unmasked Estep 
Score: -664375.375000 Penalty: 1504.763306
	Iteration 0F: 2 clusters Score -664375.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -656866.125000 Penalty: 3009.526611
	Iteration 0F: 3 clusters Score -656866.1 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -659229.937500 Penalty: 3009.526611
	Iteration 1F: 3 clusters Score -659229.9 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -659461.187500 Penalty: 3009.526611
	Iteration 2F: 3 clusters Score -659461.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -659669.250000 Penalty: 3009.526611
	Iteration 3Q: 3 clusters Score -659669.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -659875.125000 Penalty: 3009.526611
	Iteration 4Q: 3 clusters Score -659875.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -660114.062500 Penalty: 3009.526611
	Iteration 5Q: 3 clusters Score -660114.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -660404.312500 Penalty: 3009.526611
	Iteration 6Q: 3 clusters Score -660404.3 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -660675.687500 Penalty: 3009.526611
	Iteration 7Q: 3 clusters Score -660675.7 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -660948.625000 Penalty: 3009.526611
	Iteration 8Q: 3 clusters Score -660948.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -661198.500000 Penalty: 3009.526611
	Iteration 9Q: 3 clusters Score -661198.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -661413.125000 Penalty: 3009.526611
	Iteration 10Q: 3 clusters Score -661413.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -661590.062500 Penalty: 3009.526611
	Iteration 11Q: 3 clusters Score -661590.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -661769.000000 Penalty: 3009.526611
	Iteration 12Q: 3 clusters Score -661769 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -661915.500000 Penalty: 3009.526611
	Iteration 13Q: 3 clusters Score -661915.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -662033.812500 Penalty: 3009.526611
	Iteration 14Q: 3 clusters Score -662033.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -662128.062500 Penalty: 3009.526611
	Iteration 15Q: 3 clusters Score -662128.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -662201.812500 Penalty: 3009.526611
	Iteration 16Q: 3 clusters Score -662201.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -662266.875000 Penalty: 3009.526611
	Iteration 17Q: 3 clusters Score -662266.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -662324.125000 Penalty: 3009.526611
	Iteration 18Q: 3 clusters Score -662324.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -662372.187500 Penalty: 3009.526611
	Iteration 19Q: 3 clusters Score -662372.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -662417.000000 Penalty: 3009.526611
	Iteration 20F: 3 clusters Score -662417 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -662460.875000 Penalty: 3009.526611
	Iteration 21Q: 3 clusters Score -662460.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -662488.937500 Penalty: 3009.526611
	Iteration 22Q: 3 clusters Score -662488.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -662516.500000 Penalty: 3009.526611
	Iteration 23Q: 3 clusters Score -662516.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -662540.375000 Penalty: 3009.526611
	Iteration 24Q: 3 clusters Score -662540.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -662562.687500 Penalty: 3009.526611
	Iteration 25Q: 3 clusters Score -662562.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -662585.687500 Penalty: 3009.526611
	Iteration 26Q: 3 clusters Score -662585.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -662609.312500 Penalty: 3009.526611
	Iteration 27Q: 3 clusters Score -662609.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -662633.125000 Penalty: 3009.526611
	Iteration 28Q: 3 clusters Score -662633.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -662654.625000 Penalty: 3009.526611
	Iteration 29Q: 3 clusters Score -662654.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -662673.750000 Penalty: 3009.526611
	Iteration 30Q: 3 clusters Score -662673.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -662688.312500 Penalty: 3009.526611
	Iteration 31Q: 3 clusters Score -662688.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -662708.000000 Penalty: 3009.526611
	Iteration 32Q: 3 clusters Score -662708 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -662727.375000 Penalty: 3009.526611
	Iteration 33Q: 3 clusters Score -662727.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -662748.625000 Penalty: 3009.526611
	Iteration 34Q: 3 clusters Score -662748.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -662767.312500 Penalty: 3009.526611
	Iteration 35Q: 3 clusters Score -662767.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -662785.437500 Penalty: 3009.526611
	Iteration 36Q: 3 clusters Score -662785.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -662810.125000 Penalty: 3009.526611
	Iteration 37Q: 3 clusters Score -662810.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -662833.625000 Penalty: 3009.526611
	Iteration 38Q: 3 clusters Score -662833.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -662854.812500 Penalty: 3009.526611
	Iteration 39Q: 3 clusters Score -662854.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -662873.687500 Penalty: 3009.526611
	Iteration 40F: 3 clusters Score -662873.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -662893.687500 Penalty: 3009.526611
	Iteration 41Q: 3 clusters Score -662893.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -662914.375000 Penalty: 3009.526611
	Iteration 42Q: 3 clusters Score -662914.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -662934.750000 Penalty: 3009.526611
	Iteration 43Q: 3 clusters Score -662934.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -662947.750000 Penalty: 3009.526611
	Iteration 44Q: 3 clusters Score -662947.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -662960.875000 Penalty: 3009.526611
	Iteration 45Q: 3 clusters Score -662960.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -662976.875000 Penalty: 3009.526611
	Iteration 46Q: 3 clusters Score -662976.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -662993.437500 Penalty: 3009.526611
	Iteration 47Q: 3 clusters Score -662993.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -663007.625000 Penalty: 3009.526611
	Iteration 48Q: 3 clusters Score -663007.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -663019.937500 Penalty: 3009.526611
	Iteration 49Q: 3 clusters Score -663019.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -663034.312500 Penalty: 3009.526611
	Iteration 50Q: 3 clusters Score -663034.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -663045.187500 Penalty: 3009.526611
	Iteration 51Q: 3 clusters Score -663045.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -663054.750000 Penalty: 3009.526611
	Iteration 52Q: 3 clusters Score -663054.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -663060.375000 Penalty: 3009.526611
	Iteration 53Q: 3 clusters Score -663060.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -663064.312500 Penalty: 3009.526611
	Iteration 54Q: 3 clusters Score -663064.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -663070.625000 Penalty: 3009.526611
	Iteration 55Q: 3 clusters Score -663070.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -663074.375000 Penalty: 3009.526611
	Iteration 56Q: 3 clusters Score -663074.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -663074.125000 Penalty: 3009.526611
	Iteration 57Q: 3 clusters Score -663074.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -663080.250000 Penalty: 3009.526611
	Iteration 58Q: 3 clusters Score -663080.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -663082.250000 Penalty: 3009.526611
	Iteration 59Q: 3 clusters Score -663082.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -663087.812500 Penalty: 3009.526611
	Iteration 60F: 3 clusters Score -663087.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -663086.937500 Penalty: 3009.526611
	Iteration 61Q: 3 clusters Score -663086.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -663090.687500 Penalty: 3009.526611
	Iteration 62Q: 3 clusters Score -663090.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -663091.937500 Penalty: 3009.526611
	Iteration 63Q: 3 clusters Score -663091.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -663092.062500 Penalty: 3009.526611
	Iteration 64Q: 3 clusters Score -663092.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -663094.187500 Penalty: 3009.526611
	Iteration 65Q: 3 clusters Score -663094.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -663097.625000 Penalty: 3009.526611
	Iteration 66Q: 3 clusters Score -663097.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -663099.750000 Penalty: 3009.526611
	Iteration 67Q: 3 clusters Score -663099.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -663103.187500 Penalty: 3009.526611
	Iteration 68Q: 3 clusters Score -663103.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -663105.625000 Penalty: 3009.526611
	Iteration 69Q: 3 clusters Score -663105.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -663108.812500 Penalty: 3009.526611
	Iteration 70Q: 3 clusters Score -663108.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -663112.875000 Penalty: 3009.526611
	Iteration 71Q: 3 clusters Score -663112.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -663111.750000 Penalty: 3009.526611
	Iteration 72Q: 3 clusters Score -663111.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -663115.562500 Penalty: 3009.526611
	Iteration 73Q: 3 clusters Score -663115.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -663116.875000 Penalty: 3009.526611
	Iteration 74Q: 3 clusters Score -663116.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -663120.187500 Penalty: 3009.526611
	Iteration 75Q: 3 clusters Score -663120.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -663122.187500 Penalty: 3009.526611
	Iteration 76Q: 3 clusters Score -663122.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -663125.687500 Penalty: 3009.526611
	Iteration 77Q: 3 clusters Score -663125.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -663129.500000 Penalty: 3009.526611
	Iteration 78Q: 3 clusters Score -663129.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -663132.875000 Penalty: 3009.526611
	Iteration 79Q: 3 clusters Score -663132.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -663136.875000 Penalty: 3009.526611
	Iteration 80F: 3 clusters Score -663136.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -663138.062500 Penalty: 3009.526611
	Iteration 81Q: 3 clusters Score -663138.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -663139.937500 Penalty: 3009.526611
	Iteration 82Q: 3 clusters Score -663139.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -663144.937500 Penalty: 3009.526611
	Iteration 83Q: 3 clusters Score -663144.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -663149.062500 Penalty: 3009.526611
	Iteration 84Q: 3 clusters Score -663149.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -663153.562500 Penalty: 3009.526611
	Iteration 85Q: 3 clusters Score -663153.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -663156.625000 Penalty: 3009.526611
	Iteration 86Q: 3 clusters Score -663156.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -663157.937500 Penalty: 3009.526611
	Iteration 87Q: 3 clusters Score -663157.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -663162.000000 Penalty: 3009.526611
	Iteration 88Q: 3 clusters Score -663162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -663163.250000 Penalty: 3009.526611
	Iteration 89Q: 3 clusters Score -663163.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -663166.750000 Penalty: 3009.526611
	Iteration 90Q: 3 clusters Score -663166.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -663169.187500 Penalty: 3009.526611
	Iteration 91Q: 3 clusters Score -663169.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -663175.250000 Penalty: 3009.526611
	Iteration 92Q: 3 clusters Score -663175.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -663176.687500 Penalty: 3009.526611
	Iteration 93Q: 3 clusters Score -663176.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -663179.187500 Penalty: 3009.526611
	Iteration 94Q: 3 clusters Score -663179.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -663181.937500 Penalty: 3009.526611
	Iteration 95Q: 3 clusters Score -663181.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -663182.500000 Penalty: 3009.526611
	Iteration 96Q: 3 clusters Score -663182.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -663185.250000 Penalty: 3009.526611
	Iteration 97Q: 3 clusters Score -663185.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -663186.125000 Penalty: 3009.526611
	Iteration 98Q: 3 clusters Score -663186.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -663188.937500 Penalty: 3009.526611
	Iteration 99Q: 3 clusters Score -663188.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -663189.000000 Penalty: 3009.526611
	Iteration 100F: 3 clusters Score -663189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -663192.687500 Penalty: 3009.526611
	Iteration 101Q: 3 clusters Score -663192.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -663195.125000 Penalty: 3009.526611
	Iteration 102Q: 3 clusters Score -663195.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -663194.312500 Penalty: 3009.526611
	Iteration 103Q: 3 clusters Score -663194.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -663194.250000 Penalty: 3009.526611
	Iteration 104Q: 3 clusters Score -663194.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -663195.875000 Penalty: 3009.526611
	Iteration 105Q: 3 clusters Score -663195.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -663194.062500 Penalty: 3009.526611
	Iteration 106Q: 3 clusters Score -663194.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -663195.625000 Penalty: 3009.526611
	Iteration 107Q: 3 clusters Score -663195.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -663195.687500 Penalty: 3009.526611
	Iteration 108Q: 3 clusters Score -663195.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -663196.125000 Penalty: 3009.526611
	Iteration 109Q: 3 clusters Score -663196.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -663195.625000 Penalty: 3009.526611
	Iteration 110Q: 3 clusters Score -663195.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -663197.562500 Penalty: 3009.526611
	Iteration 111Q: 3 clusters Score -663197.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -663198.250000 Penalty: 3009.526611
	Iteration 112Q: 3 clusters Score -663198.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -663199.375000 Penalty: 3009.526611
	Iteration 113Q: 3 clusters Score -663199.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -663198.625000 Penalty: 3009.526611
	Iteration 114Q: 3 clusters Score -663198.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -663199.375000 Penalty: 3009.526611
	Iteration 115Q: 3 clusters Score -663199.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -663199.125000 Penalty: 3009.526611
	Iteration 116Q: 3 clusters Score -663199.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -663200.000000 Penalty: 3009.526611
	Iteration 117Q: 3 clusters Score -663200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -663203.000000 Penalty: 3009.526611
	Iteration 118Q: 3 clusters Score -663203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -663203.187500 Penalty: 3009.526611
	Iteration 119Q: 3 clusters Score -663203.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -663204.437500 Penalty: 3009.526611
	Iteration 120F: 3 clusters Score -663204.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -663205.062500 Penalty: 3009.526611
	Iteration 121Q: 3 clusters Score -663205.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -663206.812500 Penalty: 3009.526611
	Iteration 122Q: 3 clusters Score -663206.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -663206.625000 Penalty: 3009.526611
	Iteration 123Q: 3 clusters Score -663206.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -663207.062500 Penalty: 3009.526611
	Iteration 124Q: 3 clusters Score -663207.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -663206.375000 Penalty: 3009.526611
	Iteration 125Q: 3 clusters Score -663206.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -663206.375000 Penalty: 3009.526611
	Iteration 126F: 3 clusters Score -663206.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Entering Unmasked Estep 
Score: -1010404.812500 Penalty: 1570.486450
	Iteration 0F: 2 clusters Score -1010405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -999565.437500 Penalty: 3140.972900
	Iteration 0F: 3 clusters Score -999565.4 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1003616.250000 Penalty: 3140.972900
	Iteration 1F: 3 clusters Score -1003616 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1004254.187500 Penalty: 3140.972900
	Iteration 2F: 3 clusters Score -1004254 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1004989.437500 Penalty: 3140.972900
	Iteration 3F: 3 clusters Score -1004989 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1005645.375000 Penalty: 3140.972900
	Iteration 4F: 3 clusters Score -1005645 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1006242.125000 Penalty: 3140.972900
	Iteration 5F: 3 clusters Score -1006242 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1006708.312500 Penalty: 3140.972900
	Iteration 6Q: 3 clusters Score -1006708 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1007072.562500 Penalty: 3140.972900
	Iteration 7Q: 3 clusters Score -1007073 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1007343.625000 Penalty: 3140.972900
	Iteration 8Q: 3 clusters Score -1007344 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1007526.937500 Penalty: 3140.972900
	Iteration 9Q: 3 clusters Score -1007527 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1007631.437500 Penalty: 3140.972900
	Iteration 10Q: 3 clusters Score -1007631 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1007707.687500 Penalty: 3140.972900
	Iteration 11Q: 3 clusters Score -1007708 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1007777.062500 Penalty: 3140.972900
	Iteration 12Q: 3 clusters Score -1007777 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1007839.187500 Penalty: 3140.972900
	Iteration 13Q: 3 clusters Score -1007839 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1007898.562500 Penalty: 3140.972900
	Iteration 14Q: 3 clusters Score -1007899 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1007960.000000 Penalty: 3140.972900
	Iteration 15Q: 3 clusters Score -1007960 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1008014.437500 Penalty: 3140.972900
	Iteration 16Q: 3 clusters Score -1008014 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1008086.437500 Penalty: 3140.972900
	Iteration 17Q: 3 clusters Score -1008086 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1008176.000000 Penalty: 3140.972900
	Iteration 18Q: 3 clusters Score -1008176 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1008285.562500 Penalty: 3140.972900
	Iteration 19Q: 3 clusters Score -1008286 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1008400.125000 Penalty: 3140.972900
	Iteration 20F: 3 clusters Score -1008400 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1008538.375000 Penalty: 3140.972900
	Iteration 21Q: 3 clusters Score -1008538 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1008660.125000 Penalty: 3140.972900
	Iteration 22Q: 3 clusters Score -1008660 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1008763.437500 Penalty: 3140.972900
	Iteration 23Q: 3 clusters Score -1008763 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1008861.062500 Penalty: 3140.972900
	Iteration 24Q: 3 clusters Score -1008861 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1008929.250000 Penalty: 3140.972900
	Iteration 25Q: 3 clusters Score -1008929 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1008977.625000 Penalty: 3140.972900
	Iteration 26Q: 3 clusters Score -1008978 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1009015.312500 Penalty: 3140.972900
	Iteration 27Q: 3 clusters Score -1009015 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -1009036.437500 Penalty: 3140.972900
	Iteration 28Q: 3 clusters Score -1009036 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -1009050.937500 Penalty: 3140.972900
	Iteration 29Q: 3 clusters Score -1009051 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1009060.750000 Penalty: 3140.972900
	Iteration 30Q: 3 clusters Score -1009061 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1009067.437500 Penalty: 3140.972900
	Iteration 31Q: 3 clusters Score -1009067 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -1009076.000000 Penalty: 3140.972900
	Iteration 32Q: 3 clusters Score -1009076 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1009084.187500 Penalty: 3140.972900
	Iteration 33Q: 3 clusters Score -1009084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1009086.937500 Penalty: 3140.972900
	Iteration 34Q: 3 clusters Score -1009087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1009088.437500 Penalty: 3140.972900
	Iteration 35Q: 3 clusters Score -1009088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1009090.437500 Penalty: 3140.972900
	Iteration 36Q: 3 clusters Score -1009090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1009090.687500 Penalty: 3140.972900
	Iteration 37Q: 3 clusters Score -1009091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1009088.562500 Penalty: 3140.972900
	Iteration 38Q: 3 clusters Score -1009089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1009091.500000 Penalty: 3140.972900
	Iteration 39Q: 3 clusters Score -1009092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -1009092.500000 Penalty: 3140.972900
	Iteration 40F: 3 clusters Score -1009092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1009091.562500 Penalty: 3140.972900
	Iteration 41Q: 3 clusters Score -1009092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1009095.062500 Penalty: 3140.972900
	Iteration 42Q: 3 clusters Score -1009095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1009097.125000 Penalty: 3140.972900
	Iteration 43Q: 3 clusters Score -1009097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1009098.812500 Penalty: 3140.972900
	Iteration 44Q: 3 clusters Score -1009099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1009099.687500 Penalty: 3140.972900
	Iteration 45Q: 3 clusters Score -1009100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1009100.687500 Penalty: 3140.972900
	Iteration 46Q: 3 clusters Score -1009101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1009102.625000 Penalty: 3140.972900
	Iteration 47Q: 3 clusters Score -1009103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1009102.875000 Penalty: 3140.972900
	Iteration 48Q: 3 clusters Score -1009103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1009102.312500 Penalty: 3140.972900
	Iteration 49Q: 3 clusters Score -1009102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1009102.625000 Penalty: 3140.972900
	Iteration 50Q: 3 clusters Score -1009103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1009103.500000 Penalty: 3140.972900
	Iteration 51Q: 3 clusters Score -1009104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1009103.500000 Penalty: 3140.972900
	Iteration 52F: 3 clusters Score -1009104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Entering Unmasked Estep 
Score: -460749.187500 Penalty: 1449.084839
	Iteration 0F: 2 clusters Score -460749.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -455208.625000 Penalty: 2898.169678
	Iteration 0F: 3 clusters Score -455208.6 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -456875.000000 Penalty: 2898.169678
	Iteration 1F: 3 clusters Score -456875 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -457091.125000 Penalty: 2898.169678
	Iteration 2F: 3 clusters Score -457091.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -457254.562500 Penalty: 2898.169678
	Iteration 3F: 3 clusters Score -457254.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -457371.500000 Penalty: 2898.169678
	Iteration 4Q: 3 clusters Score -457371.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -457482.531250 Penalty: 2898.169678
	Iteration 5Q: 3 clusters Score -457482.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -457594.656250 Penalty: 2898.169678
	Iteration 6Q: 3 clusters Score -457594.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -457696.718750 Penalty: 2898.169678
	Iteration 7Q: 3 clusters Score -457696.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -457795.906250 Penalty: 2898.169678
	Iteration 8Q: 3 clusters Score -457795.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -457905.468750 Penalty: 2898.169678
	Iteration 9Q: 3 clusters Score -457905.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -458022.968750 Penalty: 2898.169678
	Iteration 10Q: 3 clusters Score -458023 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -458128.906250 Penalty: 2898.169678
	Iteration 11Q: 3 clusters Score -458128.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -458260.312500 Penalty: 2898.169678
	Iteration 12Q: 3 clusters Score -458260.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -458416.625000 Penalty: 2898.169678
	Iteration 13Q: 3 clusters Score -458416.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -458589.343750 Penalty: 2898.169678
	Iteration 14Q: 3 clusters Score -458589.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -458745.875000 Penalty: 2898.169678
	Iteration 15Q: 3 clusters Score -458745.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -458849.562500 Penalty: 2898.169678
	Iteration 16Q: 3 clusters Score -458849.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -458935.187500 Penalty: 2898.169678
	Iteration 17Q: 3 clusters Score -458935.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -459014.250000 Penalty: 2898.169678
	Iteration 18Q: 3 clusters Score -459014.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -459086.468750 Penalty: 2898.169678
	Iteration 19Q: 3 clusters Score -459086.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -459140.281250 Penalty: 2898.169678
	Iteration 20F: 3 clusters Score -459140.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -459183.781250 Penalty: 2898.169678
	Iteration 21Q: 3 clusters Score -459183.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -459234.156250 Penalty: 2898.169678
	Iteration 22Q: 3 clusters Score -459234.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -459285.312500 Penalty: 2898.169678
	Iteration 23Q: 3 clusters Score -459285.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -459327.218750 Penalty: 2898.169678
	Iteration 24Q: 3 clusters Score -459327.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -459375.562500 Penalty: 2898.169678
	Iteration 25Q: 3 clusters Score -459375.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -459428.218750 Penalty: 2898.169678
	Iteration 26Q: 3 clusters Score -459428.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -459479.875000 Penalty: 2898.169678
	Iteration 27Q: 3 clusters Score -459479.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -459517.750000 Penalty: 2898.169678
	Iteration 28Q: 3 clusters Score -459517.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -459544.906250 Penalty: 2898.169678
	Iteration 29Q: 3 clusters Score -459544.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -459568.687500 Penalty: 2898.169678
	Iteration 30Q: 3 clusters Score -459568.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -459587.218750 Penalty: 2898.169678
	Iteration 31Q: 3 clusters Score -459587.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -459594.156250 Penalty: 2898.169678
	Iteration 32Q: 3 clusters Score -459594.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -459598.593750 Penalty: 2898.169678
	Iteration 33Q: 3 clusters Score -459598.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -459604.718750 Penalty: 2898.169678
	Iteration 34Q: 3 clusters Score -459604.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -459606.437500 Penalty: 2898.169678
	Iteration 35Q: 3 clusters Score -459606.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -459609.843750 Penalty: 2898.169678
	Iteration 36Q: 3 clusters Score -459609.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -459612.718750 Penalty: 2898.169678
	Iteration 37Q: 3 clusters Score -459612.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -459617.000000 Penalty: 2898.169678
	Iteration 38Q: 3 clusters Score -459617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -459620.312500 Penalty: 2898.169678
	Iteration 39Q: 3 clusters Score -459620.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -459621.687500 Penalty: 2898.169678
	Iteration 40F: 3 clusters Score -459621.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -459621.625000 Penalty: 2898.169678
	Iteration 41Q: 3 clusters Score -459621.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -459624.281250 Penalty: 2898.169678
	Iteration 42Q: 3 clusters Score -459624.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -459624.281250 Penalty: 2898.169678
	Iteration 43F: 3 clusters Score -459624.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Entering Unmasked Estep 
Score: -140446.203125 Penalty: 1254.502930
	Iteration 0F: 2 clusters Score -140446.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -138198.546875 Penalty: 2509.005859
	Iteration 0F: 3 clusters Score -138198.5 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -138743.359375 Penalty: 2509.005859
	Iteration 1F: 3 clusters Score -138743.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -138863.875000 Penalty: 2509.005859
	Iteration 2F: 3 clusters Score -138863.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -138936.906250 Penalty: 2509.005859
	Iteration 3Q: 3 clusters Score -138936.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -138997.593750 Penalty: 2509.005859
	Iteration 4Q: 3 clusters Score -138997.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -139054.718750 Penalty: 2509.005859
	Iteration 5Q: 3 clusters Score -139054.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -139099.593750 Penalty: 2509.005859
	Iteration 6Q: 3 clusters Score -139099.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -139126.781250 Penalty: 2509.005859
	Iteration 7Q: 3 clusters Score -139126.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -139150.812500 Penalty: 2509.005859
	Iteration 8Q: 3 clusters Score -139150.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -139168.875000 Penalty: 2509.005859
	Iteration 9Q: 3 clusters Score -139168.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -139182.765625 Penalty: 2509.005859
	Iteration 10Q: 3 clusters Score -139182.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -139194.000000 Penalty: 2509.005859
	Iteration 11Q: 3 clusters Score -139194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -139205.468750 Penalty: 2509.005859
	Iteration 12Q: 3 clusters Score -139205.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -139217.859375 Penalty: 2509.005859
	Iteration 13Q: 3 clusters Score -139217.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -139229.671875 Penalty: 2509.005859
	Iteration 14Q: 3 clusters Score -139229.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -139239.359375 Penalty: 2509.005859
	Iteration 15Q: 3 clusters Score -139239.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -139249.250000 Penalty: 2509.005859
	Iteration 16Q: 3 clusters Score -139249.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -139254.703125 Penalty: 2509.005859
	Iteration 17Q: 3 clusters Score -139254.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -139258.843750 Penalty: 2509.005859
	Iteration 18Q: 3 clusters Score -139258.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -139260.656250 Penalty: 2509.005859
	Iteration 19Q: 3 clusters Score -139260.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -139263.296875 Penalty: 2509.005859
	Iteration 20F: 3 clusters Score -139263.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -139265.796875 Penalty: 2509.005859
	Iteration 21Q: 3 clusters Score -139265.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -139271.359375 Penalty: 2509.005859
	Iteration 22Q: 3 clusters Score -139271.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -139277.921875 Penalty: 2509.005859
	Iteration 23Q: 3 clusters Score -139277.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -139288.906250 Penalty: 2509.005859
	Iteration 24Q: 3 clusters Score -139288.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -139296.656250 Penalty: 2509.005859
	Iteration 25Q: 3 clusters Score -139296.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -139301.359375 Penalty: 2509.005859
	Iteration 26Q: 3 clusters Score -139301.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -139305.546875 Penalty: 2509.005859
	Iteration 27Q: 3 clusters Score -139305.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -139310.968750 Penalty: 2509.005859
	Iteration 28Q: 3 clusters Score -139311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -139316.593750 Penalty: 2509.005859
	Iteration 29Q: 3 clusters Score -139316.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -139319.218750 Penalty: 2509.005859
	Iteration 30Q: 3 clusters Score -139319.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -139320.500000 Penalty: 2509.005859
	Iteration 31Q: 3 clusters Score -139320.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -139320.937500 Penalty: 2509.005859
	Iteration 32Q: 3 clusters Score -139320.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -139321.906250 Penalty: 2509.005859
	Iteration 33Q: 3 clusters Score -139321.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -139323.562500 Penalty: 2509.005859
	Iteration 34Q: 3 clusters Score -139323.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -139325.328125 Penalty: 2509.005859
	Iteration 35Q: 3 clusters Score -139325.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -139325.578125 Penalty: 2509.005859
	Iteration 36Q: 3 clusters Score -139325.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -139326.093750 Penalty: 2509.005859
	Iteration 37Q: 3 clusters Score -139326.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -139326.500000 Penalty: 2509.005859
	Iteration 38Q: 3 clusters Score -139326.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -139326.500000 Penalty: 2509.005859
	Iteration 39F: 3 clusters Score -139326.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Entering Unmasked Estep 
Score: -155778.046875 Penalty: 1254.647095
	Iteration 0F: 2 clusters Score -155778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -153550.468750 Penalty: 2509.294189
	Iteration 0F: 3 clusters Score -153550.5 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -154036.968750 Penalty: 2509.294189
	Iteration 1F: 3 clusters Score -154037 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -154121.218750 Penalty: 2509.294189
	Iteration 2F: 3 clusters Score -154121.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -154163.937500 Penalty: 2509.294189
	Iteration 3Q: 3 clusters Score -154163.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -154189.328125 Penalty: 2509.294189
	Iteration 4Q: 3 clusters Score -154189.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -154202.468750 Penalty: 2509.294189
	Iteration 5Q: 3 clusters Score -154202.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -154214.593750 Penalty: 2509.294189
	Iteration 6Q: 3 clusters Score -154214.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -154225.265625 Penalty: 2509.294189
	Iteration 7Q: 3 clusters Score -154225.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -154231.828125 Penalty: 2509.294189
	Iteration 8Q: 3 clusters Score -154231.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -154234.781250 Penalty: 2509.294189
	Iteration 9Q: 3 clusters Score -154234.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -154237.359375 Penalty: 2509.294189
	Iteration 10Q: 3 clusters Score -154237.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -154239.812500 Penalty: 2509.294189
	Iteration 11Q: 3 clusters Score -154239.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -154243.609375 Penalty: 2509.294189
	Iteration 12Q: 3 clusters Score -154243.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -154247.906250 Penalty: 2509.294189
	Iteration 13Q: 3 clusters Score -154247.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -154251.750000 Penalty: 2509.294189
	Iteration 14Q: 3 clusters Score -154251.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -154258.937500 Penalty: 2509.294189
	Iteration 15Q: 3 clusters Score -154258.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -154264.515625 Penalty: 2509.294189
	Iteration 16Q: 3 clusters Score -154264.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -154269.406250 Penalty: 2509.294189
	Iteration 17Q: 3 clusters Score -154269.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -154273.703125 Penalty: 2509.294189
	Iteration 18Q: 3 clusters Score -154273.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -154280.296875 Penalty: 2509.294189
	Iteration 19Q: 3 clusters Score -154280.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -154288.437500 Penalty: 2509.294189
	Iteration 20F: 3 clusters Score -154288.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -154295.359375 Penalty: 2509.294189
	Iteration 21Q: 3 clusters Score -154295.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -154300.156250 Penalty: 2509.294189
	Iteration 22Q: 3 clusters Score -154300.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -154302.796875 Penalty: 2509.294189
	Iteration 23Q: 3 clusters Score -154302.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -154304.843750 Penalty: 2509.294189
	Iteration 24Q: 3 clusters Score -154304.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -154306.843750 Penalty: 2509.294189
	Iteration 25Q: 3 clusters Score -154306.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -154308.890625 Penalty: 2509.294189
	Iteration 26Q: 3 clusters Score -154308.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -154309.187500 Penalty: 2509.294189
	Iteration 27Q: 3 clusters Score -154309.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -154309.656250 Penalty: 2509.294189
	Iteration 28Q: 3 clusters Score -154309.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -154310.015625 Penalty: 2509.294189
	Iteration 29Q: 3 clusters Score -154310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -154310.421875 Penalty: 2509.294189
	Iteration 30Q: 3 clusters Score -154310.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -154310.625000 Penalty: 2509.294189
	Iteration 31Q: 3 clusters Score -154310.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -154310.625000 Penalty: 2509.294189
	Iteration 32F: 3 clusters Score -154310.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Entering Unmasked Estep 
Score: -550798.562500 Penalty: 1480.800293
	Iteration 0F: 2 clusters Score -550798.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -544192.187500 Penalty: 2961.600586
	Iteration 0F: 3 clusters Score -544192.2 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -546370.750000 Penalty: 2961.600586
	Iteration 1F: 3 clusters Score -546370.8 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -546662.062500 Penalty: 2961.600586
	Iteration 2F: 3 clusters Score -546662.1 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -546877.437500 Penalty: 2961.600586
	Iteration 3F: 3 clusters Score -546877.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -547063.625000 Penalty: 2961.600586
	Iteration 4Q: 3 clusters Score -547063.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -547234.562500 Penalty: 2961.600586
	Iteration 5Q: 3 clusters Score -547234.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -547404.937500 Penalty: 2961.600586
	Iteration 6Q: 3 clusters Score -547404.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -547590.812500 Penalty: 2961.600586
	Iteration 7Q: 3 clusters Score -547590.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -547807.875000 Penalty: 2961.600586
	Iteration 8Q: 3 clusters Score -547807.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -548061.812500 Penalty: 2961.600586
	Iteration 9Q: 3 clusters Score -548061.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -548332.062500 Penalty: 2961.600586
	Iteration 10Q: 3 clusters Score -548332.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -548546.937500 Penalty: 2961.600586
	Iteration 11Q: 3 clusters Score -548546.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -548708.250000 Penalty: 2961.600586
	Iteration 12Q: 3 clusters Score -548708.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -548855.312500 Penalty: 2961.600586
	Iteration 13Q: 3 clusters Score -548855.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -548960.562500 Penalty: 2961.600586
	Iteration 14Q: 3 clusters Score -548960.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -549029.937500 Penalty: 2961.600586
	Iteration 15Q: 3 clusters Score -549029.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -549079.687500 Penalty: 2961.600586
	Iteration 16Q: 3 clusters Score -549079.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -549117.000000 Penalty: 2961.600586
	Iteration 17Q: 3 clusters Score -549117 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -549146.562500 Penalty: 2961.600586
	Iteration 18Q: 3 clusters Score -549146.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -549171.750000 Penalty: 2961.600586
	Iteration 19Q: 3 clusters Score -549171.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -549198.062500 Penalty: 2961.600586
	Iteration 20F: 3 clusters Score -549198.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -549227.625000 Penalty: 2961.600586
	Iteration 21Q: 3 clusters Score -549227.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -549253.250000 Penalty: 2961.600586
	Iteration 22Q: 3 clusters Score -549253.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -549273.187500 Penalty: 2961.600586
	Iteration 23Q: 3 clusters Score -549273.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -549290.000000 Penalty: 2961.600586
	Iteration 24Q: 3 clusters Score -549290 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -549306.500000 Penalty: 2961.600586
	Iteration 25Q: 3 clusters Score -549306.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -549320.062500 Penalty: 2961.600586
	Iteration 26Q: 3 clusters Score -549320.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -549334.937500 Penalty: 2961.600586
	Iteration 27Q: 3 clusters Score -549334.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -549343.312500 Penalty: 2961.600586
	Iteration 28Q: 3 clusters Score -549343.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -549349.750000 Penalty: 2961.600586
	Iteration 29Q: 3 clusters Score -549349.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -549358.875000 Penalty: 2961.600586
	Iteration 30Q: 3 clusters Score -549358.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -549363.937500 Penalty: 2961.600586
	Iteration 31Q: 3 clusters Score -549363.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -549366.937500 Penalty: 2961.600586
	Iteration 32Q: 3 clusters Score -549366.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -549373.625000 Penalty: 2961.600586
	Iteration 33Q: 3 clusters Score -549373.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -549376.437500 Penalty: 2961.600586
	Iteration 34Q: 3 clusters Score -549376.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -549382.625000 Penalty: 2961.600586
	Iteration 35Q: 3 clusters Score -549382.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -549388.312500 Penalty: 2961.600586
	Iteration 36Q: 3 clusters Score -549388.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -549394.187500 Penalty: 2961.600586
	Iteration 37Q: 3 clusters Score -549394.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -549395.750000 Penalty: 2961.600586
	Iteration 38Q: 3 clusters Score -549395.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -549399.250000 Penalty: 2961.600586
	Iteration 39Q: 3 clusters Score -549399.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -549400.312500 Penalty: 2961.600586
	Iteration 40F: 3 clusters Score -549400.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -549402.687500 Penalty: 2961.600586
	Iteration 41Q: 3 clusters Score -549402.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -549406.812500 Penalty: 2961.600586
	Iteration 42Q: 3 clusters Score -549406.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -549410.937500 Penalty: 2961.600586
	Iteration 43Q: 3 clusters Score -549410.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -549413.562500 Penalty: 2961.600586
	Iteration 44Q: 3 clusters Score -549413.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -549418.375000 Penalty: 2961.600586
	Iteration 45Q: 3 clusters Score -549418.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -549419.437500 Penalty: 2961.600586
	Iteration 46Q: 3 clusters Score -549419.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -549419.437500 Penalty: 2961.600586
	Iteration 47Q: 3 clusters Score -549419.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -549420.812500 Penalty: 2961.600586
	Iteration 48Q: 3 clusters Score -549420.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -549423.750000 Penalty: 2961.600586
	Iteration 49Q: 3 clusters Score -549423.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -549425.625000 Penalty: 2961.600586
	Iteration 50Q: 3 clusters Score -549425.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -549428.687500 Penalty: 2961.600586
	Iteration 51Q: 3 clusters Score -549428.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -549431.812500 Penalty: 2961.600586
	Iteration 52Q: 3 clusters Score -549431.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -549434.937500 Penalty: 2961.600586
	Iteration 53Q: 3 clusters Score -549434.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -549436.625000 Penalty: 2961.600586
	Iteration 54Q: 3 clusters Score -549436.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -549441.875000 Penalty: 2961.600586
	Iteration 55Q: 3 clusters Score -549441.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -549447.375000 Penalty: 2961.600586
	Iteration 56Q: 3 clusters Score -549447.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -549451.937500 Penalty: 2961.600586
	Iteration 57Q: 3 clusters Score -549451.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -549456.000000 Penalty: 2961.600586
	Iteration 58Q: 3 clusters Score -549456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -549459.437500 Penalty: 2961.600586
	Iteration 59Q: 3 clusters Score -549459.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -549463.937500 Penalty: 2961.600586
	Iteration 60F: 3 clusters Score -549463.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -549465.187500 Penalty: 2961.600586
	Iteration 61Q: 3 clusters Score -549465.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -549466.312500 Penalty: 2961.600586
	Iteration 62Q: 3 clusters Score -549466.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -549466.500000 Penalty: 2961.600586
	Iteration 63Q: 3 clusters Score -549466.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -549466.187500 Penalty: 2961.600586
	Iteration 64Q: 3 clusters Score -549466.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -549466.187500 Penalty: 2961.600586
	Iteration 65F: 3 clusters Score -549466.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Entering Unmasked Estep 
Score: -1210253.250000 Penalty: 1596.560181
	Iteration 0F: 2 clusters Score -1210253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1197616.000000 Penalty: 3193.120361
	Iteration 0F: 3 clusters Score -1197616 nChanged 8358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1202115.375000 Penalty: 3193.120361
	Iteration 1F: 3 clusters Score -1202115 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1202357.625000 Penalty: 3193.120361
	Iteration 2Q: 3 clusters Score -1202358 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1202563.750000 Penalty: 3193.120361
	Iteration 3Q: 3 clusters Score -1202564 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1202755.250000 Penalty: 3193.120361
	Iteration 4Q: 3 clusters Score -1202755 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1202938.500000 Penalty: 3193.120361
	Iteration 5Q: 3 clusters Score -1202938 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1203151.875000 Penalty: 3193.120361
	Iteration 6Q: 3 clusters Score -1203152 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1203399.500000 Penalty: 3193.120361
	Iteration 7Q: 3 clusters Score -1203400 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1203747.750000 Penalty: 3193.120361
	Iteration 8Q: 3 clusters Score -1203748 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1204235.875000 Penalty: 3193.120361
	Iteration 9Q: 3 clusters Score -1204236 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1204939.500000 Penalty: 3193.120361
	Iteration 10F: 3 clusters Score -1204940 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1205796.625000 Penalty: 3193.120361
	Iteration 11F: 3 clusters Score -1205797 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1206606.250000 Penalty: 3193.120361
	Iteration 12F: 3 clusters Score -1206606 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1207234.375000 Penalty: 3193.120361
	Iteration 13Q: 3 clusters Score -1207234 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1207599.000000 Penalty: 3193.120361
	Iteration 14Q: 3 clusters Score -1207599 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1207856.625000 Penalty: 3193.120361
	Iteration 15Q: 3 clusters Score -1207857 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1208053.750000 Penalty: 3193.120361
	Iteration 16Q: 3 clusters Score -1208054 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1208211.375000 Penalty: 3193.120361
	Iteration 17Q: 3 clusters Score -1208211 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1208331.750000 Penalty: 3193.120361
	Iteration 18Q: 3 clusters Score -1208332 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1208416.750000 Penalty: 3193.120361
	Iteration 19Q: 3 clusters Score -1208417 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1208483.250000 Penalty: 3193.120361
	Iteration 20F: 3 clusters Score -1208483 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1208536.000000 Penalty: 3193.120361
	Iteration 21Q: 3 clusters Score -1208536 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1208590.750000 Penalty: 3193.120361
	Iteration 22Q: 3 clusters Score -1208591 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1208630.625000 Penalty: 3193.120361
	Iteration 23Q: 3 clusters Score -1208631 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1208663.125000 Penalty: 3193.120361
	Iteration 24Q: 3 clusters Score -1208663 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1208694.000000 Penalty: 3193.120361
	Iteration 25Q: 3 clusters Score -1208694 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1208721.250000 Penalty: 3193.120361
	Iteration 26Q: 3 clusters Score -1208721 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1208743.125000 Penalty: 3193.120361
	Iteration 27Q: 3 clusters Score -1208743 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1208759.625000 Penalty: 3193.120361
	Iteration 28Q: 3 clusters Score -1208760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1208768.750000 Penalty: 3193.120361
	Iteration 29Q: 3 clusters Score -1208769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1208779.000000 Penalty: 3193.120361
	Iteration 30Q: 3 clusters Score -1208779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1208781.625000 Penalty: 3193.120361
	Iteration 31Q: 3 clusters Score -1208782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1208788.250000 Penalty: 3193.120361
	Iteration 32Q: 3 clusters Score -1208788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1208790.875000 Penalty: 3193.120361
	Iteration 33Q: 3 clusters Score -1208791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1208797.375000 Penalty: 3193.120361
	Iteration 34Q: 3 clusters Score -1208797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1208801.625000 Penalty: 3193.120361
	Iteration 35Q: 3 clusters Score -1208802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1208807.375000 Penalty: 3193.120361
	Iteration 36Q: 3 clusters Score -1208807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1208809.125000 Penalty: 3193.120361
	Iteration 37Q: 3 clusters Score -1208809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1208808.625000 Penalty: 3193.120361
	Iteration 38Q: 3 clusters Score -1208809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1208809.375000 Penalty: 3193.120361
	Iteration 39Q: 3 clusters Score -1208809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1208810.750000 Penalty: 3193.120361
	Iteration 40F: 3 clusters Score -1208811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1208809.375000 Penalty: 3193.120361
	Iteration 41Q: 3 clusters Score -1208809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1208813.000000 Penalty: 3193.120361
	Iteration 42Q: 3 clusters Score -1208813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1208812.000000 Penalty: 3193.120361
	Iteration 43Q: 3 clusters Score -1208812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1208813.750000 Penalty: 3193.120361
	Iteration 44Q: 3 clusters Score -1208814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1208813.750000 Penalty: 3193.120361
	Iteration 45Q: 3 clusters Score -1208814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1208813.750000 Penalty: 3193.120361
	Iteration 46F: 3 clusters Score -1208814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Entering Unmasked Estep 
Score: -521836.625000 Penalty: 1457.633301
	Iteration 0F: 2 clusters Score -521836.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -516057.125000 Penalty: 2915.266602
	Iteration 0F: 3 clusters Score -516057.1 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -517867.875000 Penalty: 2915.266602
	Iteration 1F: 3 clusters Score -517867.9 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -518158.531250 Penalty: 2915.266602
	Iteration 2F: 3 clusters Score -518158.5 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -518377.125000 Penalty: 2915.266602
	Iteration 3F: 3 clusters Score -518377.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -518569.875000 Penalty: 2915.266602
	Iteration 4F: 3 clusters Score -518569.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -518765.031250 Penalty: 2915.266602
	Iteration 5Q: 3 clusters Score -518765 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -518991.437500 Penalty: 2915.266602
	Iteration 6Q: 3 clusters Score -518991.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -519240.531250 Penalty: 2915.266602
	Iteration 7Q: 3 clusters Score -519240.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -519512.343750 Penalty: 2915.266602
	Iteration 8Q: 3 clusters Score -519512.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -519775.218750 Penalty: 2915.266602
	Iteration 9Q: 3 clusters Score -519775.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -519987.656250 Penalty: 2915.266602
	Iteration 10Q: 3 clusters Score -519987.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -520137.000000 Penalty: 2915.266602
	Iteration 11Q: 3 clusters Score -520137 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -520220.250000 Penalty: 2915.266602
	Iteration 12Q: 3 clusters Score -520220.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -520275.843750 Penalty: 2915.266602
	Iteration 13Q: 3 clusters Score -520275.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -520325.843750 Penalty: 2915.266602
	Iteration 14Q: 3 clusters Score -520325.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -520363.593750 Penalty: 2915.266602
	Iteration 15Q: 3 clusters Score -520363.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -520391.968750 Penalty: 2915.266602
	Iteration 16Q: 3 clusters Score -520392 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -520419.500000 Penalty: 2915.266602
	Iteration 17Q: 3 clusters Score -520419.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -520440.781250 Penalty: 2915.266602
	Iteration 18Q: 3 clusters Score -520440.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -520454.562500 Penalty: 2915.266602
	Iteration 19Q: 3 clusters Score -520454.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -520465.312500 Penalty: 2915.266602
	Iteration 20F: 3 clusters Score -520465.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -520473.218750 Penalty: 2915.266602
	Iteration 21Q: 3 clusters Score -520473.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -520480.937500 Penalty: 2915.266602
	Iteration 22Q: 3 clusters Score -520480.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -520485.812500 Penalty: 2915.266602
	Iteration 23Q: 3 clusters Score -520485.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -520489.093750 Penalty: 2915.266602
	Iteration 24Q: 3 clusters Score -520489.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -520492.437500 Penalty: 2915.266602
	Iteration 25Q: 3 clusters Score -520492.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -520495.625000 Penalty: 2915.266602
	Iteration 26Q: 3 clusters Score -520495.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -520503.406250 Penalty: 2915.266602
	Iteration 27Q: 3 clusters Score -520503.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -520505.156250 Penalty: 2915.266602
	Iteration 28Q: 3 clusters Score -520505.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -520507.843750 Penalty: 2915.266602
	Iteration 29Q: 3 clusters Score -520507.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -520510.562500 Penalty: 2915.266602
	Iteration 30Q: 3 clusters Score -520510.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -520513.687500 Penalty: 2915.266602
	Iteration 31Q: 3 clusters Score -520513.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -520516.281250 Penalty: 2915.266602
	Iteration 32Q: 3 clusters Score -520516.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -520517.343750 Penalty: 2915.266602
	Iteration 33Q: 3 clusters Score -520517.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -520518.031250 Penalty: 2915.266602
	Iteration 34Q: 3 clusters Score -520518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -520519.687500 Penalty: 2915.266602
	Iteration 35Q: 3 clusters Score -520519.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -520519.437500 Penalty: 2915.266602
	Iteration 36Q: 3 clusters Score -520519.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -520522.718750 Penalty: 2915.266602
	Iteration 37Q: 3 clusters Score -520522.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -520523.781250 Penalty: 2915.266602
	Iteration 38Q: 3 clusters Score -520523.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -520526.093750 Penalty: 2915.266602
	Iteration 39Q: 3 clusters Score -520526.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -520525.718750 Penalty: 2915.266602
	Iteration 40F: 3 clusters Score -520525.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -520526.968750 Penalty: 2915.266602
	Iteration 41Q: 3 clusters Score -520527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -520528.843750 Penalty: 2915.266602
	Iteration 42Q: 3 clusters Score -520528.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -520529.531250 Penalty: 2915.266602
	Iteration 43Q: 3 clusters Score -520529.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -520527.375000 Penalty: 2915.266602
	Iteration 44Q: 3 clusters Score -520527.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -520528.187500 Penalty: 2915.266602
	Iteration 45Q: 3 clusters Score -520528.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -520528.625000 Penalty: 2915.266602
	Iteration 46Q: 3 clusters Score -520528.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -520529.656250 Penalty: 2915.266602
	Iteration 47Q: 3 clusters Score -520529.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -520529.718750 Penalty: 2915.266602
	Iteration 48Q: 3 clusters Score -520529.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -520530.718750 Penalty: 2915.266602
	Iteration 49Q: 3 clusters Score -520530.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -520531.593750 Penalty: 2915.266602
	Iteration 50Q: 3 clusters Score -520531.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -520533.250000 Penalty: 2915.266602
	Iteration 51Q: 3 clusters Score -520533.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -520533.187500 Penalty: 2915.266602
	Iteration 52Q: 3 clusters Score -520533.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -520533.687500 Penalty: 2915.266602
	Iteration 53Q: 3 clusters Score -520533.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -520533.718750 Penalty: 2915.266602
	Iteration 54Q: 3 clusters Score -520533.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -520535.218750 Penalty: 2915.266602
	Iteration 55Q: 3 clusters Score -520535.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -520536.062500 Penalty: 2915.266602
	Iteration 56Q: 3 clusters Score -520536.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -520539.156250 Penalty: 2915.266602
	Iteration 57Q: 3 clusters Score -520539.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -520538.968750 Penalty: 2915.266602
	Iteration 58Q: 3 clusters Score -520539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -520538.968750 Penalty: 2915.266602
	Iteration 59F: 3 clusters Score -520539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (76827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76827 members 
Entering Unmasked Estep 
Score: -4824368.000000 Penalty: 1828.013062
	Iteration 0F: 2 clusters Score -4824368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -4773299.000000 Penalty: 3656.026123
	Iteration 0F: 3 clusters Score -4773299 nChanged 36396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
Score: -4794295.000000 Penalty: 3656.026123
	Iteration 1F: 3 clusters Score -4794295 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -4794888.500000 Penalty: 3656.026123
	Iteration 2Q: 3 clusters Score -4794888 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -4795712.500000 Penalty: 3656.026123
	Iteration 3Q: 3 clusters Score -4795712 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44405 members 
Mstep: Class 2 contains 32422 members 
Entering Unmasked Estep 
Score: -4796845.000000 Penalty: 3656.026123
	Iteration 4Q: 3 clusters Score -4796845 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47300 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -4798661.500000 Penalty: 3656.026123
	Iteration 5F: 3 clusters Score -4798662 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51175 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -4801493.500000 Penalty: 3656.026123
	Iteration 6F: 3 clusters Score -4801494 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55987 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -4805360.000000 Penalty: 3656.026123
	Iteration 7F: 3 clusters Score -4805360 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61189 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -4809777.500000 Penalty: 3656.026123
	Iteration 8F: 3 clusters Score -4809778 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66032 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -4813898.500000 Penalty: 3656.026123
	Iteration 9F: 3 clusters Score -4813898 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69830 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -4817029.000000 Penalty: 3656.026123
	Iteration 10F: 3 clusters Score -4817029 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72502 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -4819189.500000 Penalty: 3656.026123
	Iteration 11Q: 3 clusters Score -4819190 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74316 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -4820700.000000 Penalty: 3656.026123
	Iteration 12Q: 3 clusters Score -4820700 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75455 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4821663.500000 Penalty: 3656.026123
	Iteration 13Q: 3 clusters Score -4821664 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76044 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4822174.500000 Penalty: 3656.026123
	Iteration 14Q: 3 clusters Score -4822174 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76326 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4822415.500000 Penalty: 3656.026123
	Iteration 15Q: 3 clusters Score -4822416 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76443 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4822538.000000 Penalty: 3656.026123
	Iteration 16Q: 3 clusters Score -4822538 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76519 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4822624.000000 Penalty: 3656.026123
	Iteration 17Q: 3 clusters Score -4822624 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76553 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4822683.000000 Penalty: 3656.026123
	Iteration 18Q: 3 clusters Score -4822683 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76571 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4822709.500000 Penalty: 3656.026123
	Iteration 19Q: 3 clusters Score -4822710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76581 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4822723.500000 Penalty: 3656.026123
	Iteration 20F: 3 clusters Score -4822724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76583 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4822730.500000 Penalty: 3656.026123
	Iteration 21Q: 3 clusters Score -4822730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76591 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4822739.500000 Penalty: 3656.026123
	Iteration 22Q: 3 clusters Score -4822740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76594 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4822745.000000 Penalty: 3656.026123
	Iteration 23Q: 3 clusters Score -4822745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76599 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4822756.500000 Penalty: 3656.026123
	Iteration 24Q: 3 clusters Score -4822756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76604 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4822759.000000 Penalty: 3656.026123
	Iteration 25Q: 3 clusters Score -4822759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76606 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4822764.500000 Penalty: 3656.026123
	Iteration 26Q: 3 clusters Score -4822764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76605 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4822768.000000 Penalty: 3656.026123
	Iteration 27Q: 3 clusters Score -4822768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76606 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4822767.500000 Penalty: 3656.026123
	Iteration 28Q: 3 clusters Score -4822768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76607 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4822771.000000 Penalty: 3656.026123
	Iteration 29Q: 3 clusters Score -4822771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76609 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4822776.000000 Penalty: 3656.026123
	Iteration 30Q: 3 clusters Score -4822776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76610 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4822777.500000 Penalty: 3656.026123
	Iteration 31Q: 3 clusters Score -4822778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76612 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4822780.000000 Penalty: 3656.026123
	Iteration 32Q: 3 clusters Score -4822780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76613 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4822780.500000 Penalty: 3656.026123
	Iteration 33Q: 3 clusters Score -4822780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76615 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -4822788.500000 Penalty: 3656.026123
	Iteration 34Q: 3 clusters Score -4822788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76616 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4822787.000000 Penalty: 3656.026123
	Iteration 35Q: 3 clusters Score -4822787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76615 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -4822789.500000 Penalty: 3656.026123
	Iteration 36Q: 3 clusters Score -4822790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76615 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -4822789.500000 Penalty: 3656.026123
	Iteration 37F: 3 clusters Score -4822790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 6074 members 
Mstep: Class 4 contains 6418 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 8 contains 1262 members 
Mstep: Class 9 contains 492213 members 
Mstep: Class 10 contains 10033 members 
Mstep: Class 11 contains 10510 members 
Mstep: Class 12 contains 15749 members 
Mstep: Class 13 contains 7461 members 
Mstep: Class 16 contains 2253 members 
Mstep: Class 17 contains 2255 members 
Mstep: Class 18 contains 9069 members 
Mstep: Class 20 contains 18490 members 
Mstep: Class 21 contains 7864 members 
Mstep: Class 23 contains 76827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42194844.000000 Penalty: 34918.949219
Iteration 79Q: 17 clusters Score -4.219484e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 6094 members 
Mstep: Class 4 contains 6417 members 
Mstep: Class 5 contains 1283 members 
Mstep: Class 8 contains 1263 members 
Mstep: Class 9 contains 492332 members 
Mstep: Class 10 contains 10019 members 
Mstep: Class 11 contains 10507 members 
Mstep: Class 12 contains 15547 members 
Mstep: Class 13 contains 7457 members 
Mstep: Class 16 contains 2253 members 
Mstep: Class 17 contains 2273 members 
Mstep: Class 18 contains 9081 members 
Mstep: Class 20 contains 18560 members 
Mstep: Class 21 contains 7848 members 
Mstep: Class 23 contains 76818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42194944.000000 Penalty: 34918.949219
Iteration 80F: 17 clusters Score -4.219494e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 4 contains 6410 members 
Mstep: Class 5 contains 1283 members 
Mstep: Class 8 contains 1263 members 
Mstep: Class 9 contains 492436 members 
Mstep: Class 10 contains 10008 members 
Mstep: Class 11 contains 10500 members 
Mstep: Class 12 contains 15374 members 
Mstep: Class 13 contains 7465 members 
Mstep: Class 16 contains 2250 members 
Mstep: Class 17 contains 2287 members 
Mstep: Class 18 contains 9093 members 
Mstep: Class 20 contains 18631 members 
Mstep: Class 21 contains 7831 members 
Mstep: Class 23 contains 76806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42194896.000000 Penalty: 34918.949219
Iteration 81Q: 17 clusters Score -4.21949e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 6120 members 
Mstep: Class 4 contains 6406 members 
Mstep: Class 5 contains 1281 members 
Mstep: Class 8 contains 1264 members 
Mstep: Class 9 contains 492523 members 
Mstep: Class 10 contains 9992 members 
Mstep: Class 11 contains 10503 members 
Mstep: Class 12 contains 15174 members 
Mstep: Class 13 contains 7475 members 
Mstep: Class 16 contains 2248 members 
Mstep: Class 17 contains 2310 members 
Mstep: Class 18 contains 9102 members 
Mstep: Class 20 contains 18721 members 
Mstep: Class 21 contains 7821 members 
Mstep: Class 23 contains 76793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42194848.000000 Penalty: 34918.949219
Iteration 82Q: 17 clusters Score -4.219485e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 6121 members 
Mstep: Class 4 contains 6401 members 
Mstep: Class 5 contains 1281 members 
Mstep: Class 8 contains 1265 members 
Mstep: Class 9 contains 492631 members 
Mstep: Class 10 contains 9978 members 
Mstep: Class 11 contains 10501 members 
Mstep: Class 12 contains 14966 members 
Mstep: Class 13 contains 7481 members 
Mstep: Class 16 contains 2247 members 
Mstep: Class 17 contains 2325 members 
Mstep: Class 18 contains 9114 members 
Mstep: Class 20 contains 18814 members 
Mstep: Class 21 contains 7810 members 
Mstep: Class 23 contains 76791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42194896.000000 Penalty: 34918.949219
Iteration 83Q: 17 clusters Score -4.21949e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 6140 members 
Mstep: Class 4 contains 6398 members 
Mstep: Class 5 contains 1281 members 
Mstep: Class 8 contains 1264 members 
Mstep: Class 9 contains 492736 members 
Mstep: Class 10 contains 9958 members 
Mstep: Class 11 contains 10496 members 
Mstep: Class 12 contains 14771 members 
Mstep: Class 13 contains 7483 members 
Mstep: Class 16 contains 2246 members 
Mstep: Class 17 contains 2336 members 
Mstep: Class 18 contains 9128 members 
Mstep: Class 20 contains 18898 members 
Mstep: Class 21 contains 7808 members 
Mstep: Class 23 contains 76783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42194856.000000 Penalty: 34918.949219
Iteration 84Q: 17 clusters Score -4.219486e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 6163 members 
Mstep: Class 4 contains 6392 members 
Mstep: Class 5 contains 1281 members 
Mstep: Class 8 contains 1266 members 
Mstep: Class 9 contains 492827 members 
Mstep: Class 10 contains 9944 members 
Mstep: Class 11 contains 10496 members 
Mstep: Class 12 contains 14569 members 
Mstep: Class 13 contains 7487 members 
Mstep: Class 16 contains 2247 members 
Mstep: Class 17 contains 2358 members 
Mstep: Class 18 contains 9137 members 
Mstep: Class 20 contains 18959 members 
Mstep: Class 21 contains 7814 members 
Mstep: Class 23 contains 76778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42194828.000000 Penalty: 34918.949219
Iteration 85Q: 17 clusters Score -4.219483e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 6175 members 
Mstep: Class 4 contains 6389 members 
Mstep: Class 5 contains 1281 members 
Mstep: Class 8 contains 1266 members 
Mstep: Class 9 contains 492920 members 
Mstep: Class 10 contains 9934 members 
Mstep: Class 11 contains 10497 members 
Mstep: Class 12 contains 14367 members 
Mstep: Class 13 contains 7492 members 
Mstep: Class 16 contains 2244 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 18 contains 9147 members 
Mstep: Class 20 contains 19032 members 
Mstep: Class 21 contains 7816 members 
Mstep: Class 23 contains 76775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42194900.000000 Penalty: 34918.949219
Iteration 86Q: 17 clusters Score -4.21949e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 6185 members 
Mstep: Class 4 contains 6386 members 
Mstep: Class 5 contains 1281 members 
Mstep: Class 8 contains 1267 members 
Mstep: Class 9 contains 492988 members 
Mstep: Class 10 contains 9932 members 
Mstep: Class 11 contains 10493 members 
Mstep: Class 12 contains 14183 members 
Mstep: Class 13 contains 7492 members 
Mstep: Class 16 contains 2239 members 
Mstep: Class 17 contains 2394 members 
Mstep: Class 18 contains 9153 members 
Mstep: Class 20 contains 19117 members 
Mstep: Class 21 contains 7814 members 
Mstep: Class 23 contains 76774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195008.000000 Penalty: 34918.949219
Iteration 87Q: 17 clusters Score -4.219501e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 6196 members 
Mstep: Class 4 contains 6385 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 8 contains 1268 members 
Mstep: Class 9 contains 493027 members 
Mstep: Class 10 contains 9932 members 
Mstep: Class 11 contains 10499 members 
Mstep: Class 12 contains 14020 members 
Mstep: Class 13 contains 7494 members 
Mstep: Class 16 contains 2233 members 
Mstep: Class 17 contains 2415 members 
Mstep: Class 18 contains 9157 members 
Mstep: Class 20 contains 19183 members 
Mstep: Class 21 contains 7816 members 
Mstep: Class 23 contains 76777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195084.000000 Penalty: 34918.949219
Iteration 88Q: 17 clusters Score -4.219508e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 6203 members 
Mstep: Class 4 contains 6381 members 
Mstep: Class 5 contains 1283 members 
Mstep: Class 8 contains 1268 members 
Mstep: Class 9 contains 493112 members 
Mstep: Class 10 contains 9935 members 
Mstep: Class 11 contains 10497 members 
Mstep: Class 12 contains 13854 members 
Mstep: Class 13 contains 7499 members 
Mstep: Class 16 contains 2227 members 
Mstep: Class 17 contains 2433 members 
Mstep: Class 18 contains 9168 members 
Mstep: Class 20 contains 19232 members 
Mstep: Class 21 contains 7803 members 
Mstep: Class 23 contains 76778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195120.000000 Penalty: 34918.949219
Iteration 89Q: 17 clusters Score -4.219512e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 6206 members 
Mstep: Class 4 contains 6383 members 
Mstep: Class 5 contains 1283 members 
Mstep: Class 8 contains 1269 members 
Mstep: Class 9 contains 493198 members 
Mstep: Class 10 contains 9939 members 
Mstep: Class 11 contains 10505 members 
Mstep: Class 12 contains 13685 members 
Mstep: Class 13 contains 7498 members 
Mstep: Class 16 contains 2223 members 
Mstep: Class 17 contains 2442 members 
Mstep: Class 18 contains 9176 members 
Mstep: Class 20 contains 19295 members 
Mstep: Class 21 contains 7786 members 
Mstep: Class 23 contains 76779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195168.000000 Penalty: 34918.949219
Iteration 90Q: 17 clusters Score -4.219517e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 6213 members 
Mstep: Class 4 contains 6381 members 
Mstep: Class 5 contains 1283 members 
Mstep: Class 8 contains 1269 members 
Mstep: Class 9 contains 493256 members 
Mstep: Class 10 contains 9934 members 
Mstep: Class 11 contains 10500 members 
Mstep: Class 12 contains 13525 members 
Mstep: Class 13 contains 7492 members 
Mstep: Class 16 contains 2222 members 
Mstep: Class 17 contains 2467 members 
Mstep: Class 18 contains 9188 members 
Mstep: Class 20 contains 19360 members 
Mstep: Class 21 contains 7785 members 
Mstep: Class 23 contains 76778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195100.000000 Penalty: 34918.949219
Iteration 91Q: 17 clusters Score -4.21951e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 6208 members 
Mstep: Class 4 contains 6377 members 
Mstep: Class 5 contains 1284 members 
Mstep: Class 8 contains 1268 members 
Mstep: Class 9 contains 493306 members 
Mstep: Class 10 contains 9926 members 
Mstep: Class 11 contains 10496 members 
Mstep: Class 12 contains 13380 members 
Mstep: Class 13 contains 7484 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 2504 members 
Mstep: Class 18 contains 9202 members 
Mstep: Class 20 contains 19432 members 
Mstep: Class 21 contains 7774 members 
Mstep: Class 23 contains 76780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195148.000000 Penalty: 34918.949219
Iteration 92Q: 17 clusters Score -4.219515e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 6220 members 
Mstep: Class 4 contains 6375 members 
Mstep: Class 5 contains 1285 members 
Mstep: Class 8 contains 1268 members 
Mstep: Class 9 contains 493369 members 
Mstep: Class 10 contains 9915 members 
Mstep: Class 11 contains 10489 members 
Mstep: Class 12 contains 13241 members 
Mstep: Class 13 contains 7483 members 
Mstep: Class 16 contains 2220 members 
Mstep: Class 17 contains 2533 members 
Mstep: Class 18 contains 9212 members 
Mstep: Class 20 contains 19491 members 
Mstep: Class 21 contains 7754 members 
Mstep: Class 23 contains 76777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195152.000000 Penalty: 34918.949219
Iteration 93Q: 17 clusters Score -4.219515e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 6236 members 
Mstep: Class 4 contains 6376 members 
Mstep: Class 5 contains 1286 members 
Mstep: Class 8 contains 1268 members 
Mstep: Class 9 contains 493442 members 
Mstep: Class 10 contains 9907 members 
Mstep: Class 11 contains 10484 members 
Mstep: Class 12 contains 13120 members 
Mstep: Class 13 contains 7480 members 
Mstep: Class 16 contains 2219 members 
Mstep: Class 17 contains 2560 members 
Mstep: Class 18 contains 9224 members 
Mstep: Class 20 contains 19535 members 
Mstep: Class 21 contains 7726 members 
Mstep: Class 23 contains 76774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195200.000000 Penalty: 34918.949219
Iteration 94Q: 17 clusters Score -4.21952e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 6240 members 
Mstep: Class 4 contains 6373 members 
Mstep: Class 5 contains 1287 members 
Mstep: Class 8 contains 1272 members 
Mstep: Class 9 contains 493481 members 
Mstep: Class 10 contains 9896 members 
Mstep: Class 11 contains 10487 members 
Mstep: Class 12 contains 13017 members 
Mstep: Class 13 contains 7472 members 
Mstep: Class 16 contains 2220 members 
Mstep: Class 17 contains 2585 members 
Mstep: Class 18 contains 9233 members 
Mstep: Class 20 contains 19584 members 
Mstep: Class 21 contains 7714 members 
Mstep: Class 23 contains 76771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195224.000000 Penalty: 34918.949219
Iteration 95Q: 17 clusters Score -4.219522e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 6241 members 
Mstep: Class 4 contains 6364 members 
Mstep: Class 5 contains 1287 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 493516 members 
Mstep: Class 10 contains 9893 members 
Mstep: Class 11 contains 10489 members 
Mstep: Class 12 contains 12911 members 
Mstep: Class 13 contains 7467 members 
Mstep: Class 16 contains 2220 members 
Mstep: Class 17 contains 2602 members 
Mstep: Class 18 contains 9238 members 
Mstep: Class 20 contains 19644 members 
Mstep: Class 21 contains 7706 members 
Mstep: Class 23 contains 76772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195224.000000 Penalty: 34918.949219
Iteration 96Q: 17 clusters Score -4.219522e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 6236 members 
Mstep: Class 4 contains 6361 members 
Mstep: Class 5 contains 1287 members 
Mstep: Class 8 contains 1275 members 
Mstep: Class 9 contains 493573 members 
Mstep: Class 10 contains 9891 members 
Mstep: Class 11 contains 10487 members 
Mstep: Class 12 contains 12793 members 
Mstep: Class 13 contains 7461 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 2619 members 
Mstep: Class 18 contains 9244 members 
Mstep: Class 20 contains 19692 members 
Mstep: Class 21 contains 7696 members 
Mstep: Class 23 contains 76774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195224.000000 Penalty: 34918.949219
Iteration 97Q: 17 clusters Score -4.219522e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 6246 members 
Mstep: Class 4 contains 6357 members 
Mstep: Class 5 contains 1287 members 
Mstep: Class 8 contains 1276 members 
Mstep: Class 9 contains 493640 members 
Mstep: Class 10 contains 9886 members 
Mstep: Class 11 contains 10497 members 
Mstep: Class 12 contains 12676 members 
Mstep: Class 13 contains 7456 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 18 contains 9249 members 
Mstep: Class 20 contains 19730 members 
Mstep: Class 21 contains 7680 members 
Mstep: Class 23 contains 76776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195328.000000 Penalty: 34918.949219
Iteration 98Q: 17 clusters Score -4.219533e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 6239 members 
Mstep: Class 4 contains 6352 members 
Mstep: Class 5 contains 1287 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 493716 members 
Mstep: Class 10 contains 9877 members 
Mstep: Class 11 contains 10502 members 
Mstep: Class 12 contains 12578 members 
Mstep: Class 13 contains 7455 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 2645 members 
Mstep: Class 18 contains 9256 members 
Mstep: Class 20 contains 19757 members 
Mstep: Class 21 contains 7658 members 
Mstep: Class 23 contains 76776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195360.000000 Penalty: 34918.949219
Iteration 99Q: 17 clusters Score -4.219536e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 6237 members 
Mstep: Class 4 contains 6349 members 
Mstep: Class 5 contains 1287 members 
Mstep: Class 8 contains 1275 members 
Mstep: Class 9 contains 493780 members 
Mstep: Class 10 contains 9877 members 
Mstep: Class 11 contains 10503 members 
Mstep: Class 12 contains 12475 members 
Mstep: Class 13 contains 7454 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 2660 members 
Mstep: Class 18 contains 9264 members 
Mstep: Class 20 contains 19789 members 
Mstep: Class 21 contains 7642 members 
Mstep: Class 23 contains 76779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195452.000000 Penalty: 34918.949219
Iteration 100F: 17 clusters Score -4.219545e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 6229 members 
Mstep: Class 4 contains 6349 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 8 contains 1275 members 
Mstep: Class 9 contains 493835 members 
Mstep: Class 10 contains 9872 members 
Mstep: Class 11 contains 10503 members 
Mstep: Class 12 contains 12371 members 
Mstep: Class 13 contains 7448 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 2683 members 
Mstep: Class 18 contains 9274 members 
Mstep: Class 20 contains 19828 members 
Mstep: Class 21 contains 7622 members 
Mstep: Class 23 contains 76782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195492.000000 Penalty: 34918.949219
Iteration 101Q: 17 clusters Score -4.219549e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 6226 members 
Mstep: Class 4 contains 6343 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 493876 members 
Mstep: Class 10 contains 9868 members 
Mstep: Class 11 contains 10502 members 
Mstep: Class 12 contains 12284 members 
Mstep: Class 13 contains 7441 members 
Mstep: Class 16 contains 2220 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 18 contains 9288 members 
Mstep: Class 20 contains 19866 members 
Mstep: Class 21 contains 7608 members 
Mstep: Class 23 contains 76786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195464.000000 Penalty: 34918.949219
Iteration 102Q: 17 clusters Score -4.219546e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 6219 members 
Mstep: Class 4 contains 6339 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 493935 members 
Mstep: Class 10 contains 9865 members 
Mstep: Class 11 contains 10502 members 
Mstep: Class 12 contains 12207 members 
Mstep: Class 13 contains 7436 members 
Mstep: Class 16 contains 2219 members 
Mstep: Class 17 contains 2715 members 
Mstep: Class 18 contains 9293 members 
Mstep: Class 20 contains 19897 members 
Mstep: Class 21 contains 7586 members 
Mstep: Class 23 contains 76789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195448.000000 Penalty: 34918.949219
Iteration 103Q: 17 clusters Score -4.219545e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 6214 members 
Mstep: Class 4 contains 6334 members 
Mstep: Class 5 contains 1292 members 
Mstep: Class 8 contains 1275 members 
Mstep: Class 9 contains 494012 members 
Mstep: Class 10 contains 9861 members 
Mstep: Class 11 contains 10506 members 
Mstep: Class 12 contains 12125 members 
Mstep: Class 13 contains 7435 members 
Mstep: Class 16 contains 2219 members 
Mstep: Class 17 contains 2738 members 
Mstep: Class 18 contains 9302 members 
Mstep: Class 20 contains 19912 members 
Mstep: Class 21 contains 7551 members 
Mstep: Class 23 contains 76785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195408.000000 Penalty: 34918.949219
Iteration 104Q: 17 clusters Score -4.219541e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 6214 members 
Mstep: Class 4 contains 6334 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 8 contains 1275 members 
Mstep: Class 9 contains 494091 members 
Mstep: Class 10 contains 9857 members 
Mstep: Class 11 contains 10506 members 
Mstep: Class 12 contains 12033 members 
Mstep: Class 13 contains 7430 members 
Mstep: Class 16 contains 2219 members 
Mstep: Class 17 contains 2754 members 
Mstep: Class 18 contains 9312 members 
Mstep: Class 20 contains 19932 members 
Mstep: Class 21 contains 7524 members 
Mstep: Class 23 contains 76780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195492.000000 Penalty: 34918.949219
Iteration 105Q: 17 clusters Score -4.219549e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 6207 members 
Mstep: Class 4 contains 6332 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 494165 members 
Mstep: Class 10 contains 9856 members 
Mstep: Class 11 contains 10508 members 
Mstep: Class 12 contains 11945 members 
Mstep: Class 13 contains 7423 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 2771 members 
Mstep: Class 18 contains 9330 members 
Mstep: Class 20 contains 19952 members 
Mstep: Class 21 contains 7499 members 
Mstep: Class 23 contains 76772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195496.000000 Penalty: 34918.949219
Iteration 106Q: 17 clusters Score -4.21955e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 6203 members 
Mstep: Class 4 contains 6327 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 8 contains 1275 members 
Mstep: Class 9 contains 494246 members 
Mstep: Class 10 contains 9856 members 
Mstep: Class 11 contains 10517 members 
Mstep: Class 12 contains 11858 members 
Mstep: Class 13 contains 7420 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 2775 members 
Mstep: Class 18 contains 9342 members 
Mstep: Class 20 contains 19976 members 
Mstep: Class 21 contains 7469 members 
Mstep: Class 23 contains 76767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195436.000000 Penalty: 34918.949219
Iteration 107Q: 17 clusters Score -4.219544e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 6195 members 
Mstep: Class 4 contains 6328 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 8 contains 1275 members 
Mstep: Class 9 contains 494307 members 
Mstep: Class 10 contains 9859 members 
Mstep: Class 11 contains 10523 members 
Mstep: Class 12 contains 11786 members 
Mstep: Class 13 contains 7412 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 2780 members 
Mstep: Class 18 contains 9355 members 
Mstep: Class 20 contains 19995 members 
Mstep: Class 21 contains 7444 members 
Mstep: Class 23 contains 76771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195420.000000 Penalty: 34918.949219
Iteration 108Q: 17 clusters Score -4.219542e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 6183 members 
Mstep: Class 4 contains 6328 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 8 contains 1276 members 
Mstep: Class 9 contains 494363 members 
Mstep: Class 10 contains 9858 members 
Mstep: Class 11 contains 10529 members 
Mstep: Class 12 contains 11729 members 
Mstep: Class 13 contains 7406 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 2788 members 
Mstep: Class 18 contains 9367 members 
Mstep: Class 20 contains 20016 members 
Mstep: Class 21 contains 7412 members 
Mstep: Class 23 contains 76771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195496.000000 Penalty: 34918.949219
Iteration 109Q: 17 clusters Score -4.21955e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 6169 members 
Mstep: Class 4 contains 6324 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 8 contains 1276 members 
Mstep: Class 9 contains 494428 members 
Mstep: Class 10 contains 9860 members 
Mstep: Class 11 contains 10534 members 
Mstep: Class 12 contains 11678 members 
Mstep: Class 13 contains 7401 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 2792 members 
Mstep: Class 18 contains 9375 members 
Mstep: Class 20 contains 20037 members 
Mstep: Class 21 contains 7377 members 
Mstep: Class 23 contains 76773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195496.000000 Penalty: 34918.949219
Iteration 110Q: 17 clusters Score -4.21955e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 6165 members 
Mstep: Class 4 contains 6327 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 8 contains 1276 members 
Mstep: Class 9 contains 494470 members 
Mstep: Class 10 contains 9865 members 
Mstep: Class 11 contains 10541 members 
Mstep: Class 12 contains 11637 members 
Mstep: Class 13 contains 7393 members 
Mstep: Class 16 contains 2223 members 
Mstep: Class 17 contains 2790 members 
Mstep: Class 18 contains 9387 members 
Mstep: Class 20 contains 20061 members 
Mstep: Class 21 contains 7341 members 
Mstep: Class 23 contains 76770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195544.000000 Penalty: 34918.949219
Iteration 111Q: 17 clusters Score -4.219554e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 6166 members 
Mstep: Class 4 contains 6326 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 8 contains 1276 members 
Mstep: Class 9 contains 494495 members 
Mstep: Class 10 contains 9873 members 
Mstep: Class 11 contains 10549 members 
Mstep: Class 12 contains 11612 members 
Mstep: Class 13 contains 7388 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 2797 members 
Mstep: Class 18 contains 9397 members 
Mstep: Class 20 contains 20075 members 
Mstep: Class 21 contains 7297 members 
Mstep: Class 23 contains 76770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195620.000000 Penalty: 34918.949219
Iteration 112Q: 17 clusters Score -4.219562e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 6164 members 
Mstep: Class 4 contains 6325 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 8 contains 1276 members 
Mstep: Class 9 contains 494519 members 
Mstep: Class 10 contains 9887 members 
Mstep: Class 11 contains 10557 members 
Mstep: Class 12 contains 11599 members 
Mstep: Class 13 contains 7391 members 
Mstep: Class 16 contains 2215 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 9406 members 
Mstep: Class 20 contains 20097 members 
Mstep: Class 21 contains 7245 members 
Mstep: Class 23 contains 76770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195548.000000 Penalty: 34918.949219
Iteration 113Q: 17 clusters Score -4.219555e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 6163 members 
Mstep: Class 4 contains 6326 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 8 contains 1276 members 
Mstep: Class 9 contains 494560 members 
Mstep: Class 10 contains 9892 members 
Mstep: Class 11 contains 10564 members 
Mstep: Class 12 contains 11581 members 
Mstep: Class 13 contains 7391 members 
Mstep: Class 16 contains 2216 members 
Mstep: Class 17 contains 2791 members 
Mstep: Class 18 contains 9419 members 
Mstep: Class 20 contains 20110 members 
Mstep: Class 21 contains 7192 members 
Mstep: Class 23 contains 76775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195548.000000 Penalty: 34918.949219
Iteration 114Q: 17 clusters Score -4.219555e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 6158 members 
Mstep: Class 4 contains 6328 members 
Mstep: Class 5 contains 1297 members 
Mstep: Class 8 contains 1276 members 
Mstep: Class 9 contains 494609 members 
Mstep: Class 10 contains 9901 members 
Mstep: Class 11 contains 10566 members 
Mstep: Class 12 contains 11567 members 
Mstep: Class 13 contains 7389 members 
Mstep: Class 16 contains 2213 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 9428 members 
Mstep: Class 20 contains 20132 members 
Mstep: Class 21 contains 7129 members 
Mstep: Class 23 contains 76781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195476.000000 Penalty: 34918.949219
Iteration 115Q: 17 clusters Score -4.219548e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 6153 members 
Mstep: Class 4 contains 6333 members 
Mstep: Class 5 contains 1297 members 
Mstep: Class 8 contains 1276 members 
Mstep: Class 9 contains 494631 members 
Mstep: Class 10 contains 9909 members 
Mstep: Class 11 contains 10565 members 
Mstep: Class 12 contains 11565 members 
Mstep: Class 13 contains 7389 members 
Mstep: Class 16 contains 2211 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 9439 members 
Mstep: Class 20 contains 20150 members 
Mstep: Class 21 contains 7086 members 
Mstep: Class 23 contains 76781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195536.000000 Penalty: 34918.949219
Iteration 116Q: 17 clusters Score -4.219554e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 6156 members 
Mstep: Class 4 contains 6335 members 
Mstep: Class 5 contains 1297 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 494635 members 
Mstep: Class 10 contains 9916 members 
Mstep: Class 11 contains 10565 members 
Mstep: Class 12 contains 11568 members 
Mstep: Class 13 contains 7387 members 
Mstep: Class 16 contains 2211 members 
Mstep: Class 17 contains 2805 members 
Mstep: Class 18 contains 9455 members 
Mstep: Class 20 contains 20178 members 
Mstep: Class 21 contains 7038 members 
Mstep: Class 23 contains 76781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195584.000000 Penalty: 34918.949219
Iteration 117Q: 17 clusters Score -4.219558e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 6149 members 
Mstep: Class 4 contains 6339 members 
Mstep: Class 5 contains 1297 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 494625 members 
Mstep: Class 10 contains 9924 members 
Mstep: Class 11 contains 10571 members 
Mstep: Class 12 contains 11599 members 
Mstep: Class 13 contains 7387 members 
Mstep: Class 16 contains 2209 members 
Mstep: Class 17 contains 2810 members 
Mstep: Class 18 contains 9466 members 
Mstep: Class 20 contains 20199 members 
Mstep: Class 21 contains 6982 members 
Mstep: Class 23 contains 76780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195672.000000 Penalty: 34918.949219
Iteration 118Q: 17 clusters Score -4.219567e+07 nChanged 597
Entering ConstructFrom: 
Score: -42195672.000000 Penalty: 34918.949219
Entering ConstructFrom: 
Trying to split cluster 1 (12733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Entering Unmasked Estep 
Score: -808659.625000 Penalty: 1535.942139
	Iteration 0F: 2 clusters Score -808659.6 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 6313 members 
Entering Unmasked Estep 
Score: -799674.562500 Penalty: 3071.884277
	Iteration 0F: 3 clusters Score -799674.6 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -802794.187500 Penalty: 3071.884277
	Iteration 1F: 3 clusters Score -802794.2 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -803081.312500 Penalty: 3071.884277
	Iteration 2F: 3 clusters Score -803081.3 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -803348.437500 Penalty: 3071.884277
	Iteration 3Q: 3 clusters Score -803348.4 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -803619.312500 Penalty: 3071.884277
	Iteration 4Q: 3 clusters Score -803619.3 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -803924.187500 Penalty: 3071.884277
	Iteration 5Q: 3 clusters Score -803924.2 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -804262.312500 Penalty: 3071.884277
	Iteration 6Q: 3 clusters Score -804262.3 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -804635.875000 Penalty: 3071.884277
	Iteration 7Q: 3 clusters Score -804635.9 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -805073.187500 Penalty: 3071.884277
	Iteration 8F: 3 clusters Score -805073.2 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -805561.312500 Penalty: 3071.884277
	Iteration 9F: 3 clusters Score -805561.3 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -806011.375000 Penalty: 3071.884277
	Iteration 10Q: 3 clusters Score -806011.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -806375.062500 Penalty: 3071.884277
	Iteration 11Q: 3 clusters Score -806375.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -806666.875000 Penalty: 3071.884277
	Iteration 12Q: 3 clusters Score -806666.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -806859.562500 Penalty: 3071.884277
	Iteration 13Q: 3 clusters Score -806859.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -807012.312500 Penalty: 3071.884277
	Iteration 14Q: 3 clusters Score -807012.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -807094.875000 Penalty: 3071.884277
	Iteration 15Q: 3 clusters Score -807094.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -807145.625000 Penalty: 3071.884277
	Iteration 16Q: 3 clusters Score -807145.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -807191.000000 Penalty: 3071.884277
	Iteration 17Q: 3 clusters Score -807191 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -807217.812500 Penalty: 3071.884277
	Iteration 18Q: 3 clusters Score -807217.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -807238.250000 Penalty: 3071.884277
	Iteration 19Q: 3 clusters Score -807238.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -807252.687500 Penalty: 3071.884277
	Iteration 20F: 3 clusters Score -807252.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -807262.312500 Penalty: 3071.884277
	Iteration 21Q: 3 clusters Score -807262.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -807266.250000 Penalty: 3071.884277
	Iteration 22Q: 3 clusters Score -807266.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -807268.812500 Penalty: 3071.884277
	Iteration 23Q: 3 clusters Score -807268.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -807274.937500 Penalty: 3071.884277
	Iteration 24Q: 3 clusters Score -807274.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -807281.875000 Penalty: 3071.884277
	Iteration 25Q: 3 clusters Score -807281.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -807286.562500 Penalty: 3071.884277
	Iteration 26Q: 3 clusters Score -807286.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -807292.437500 Penalty: 3071.884277
	Iteration 27Q: 3 clusters Score -807292.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -807303.125000 Penalty: 3071.884277
	Iteration 28Q: 3 clusters Score -807303.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -807312.125000 Penalty: 3071.884277
	Iteration 29Q: 3 clusters Score -807312.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -807317.812500 Penalty: 3071.884277
	Iteration 30Q: 3 clusters Score -807317.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -807321.000000 Penalty: 3071.884277
	Iteration 31Q: 3 clusters Score -807321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -807328.812500 Penalty: 3071.884277
	Iteration 32Q: 3 clusters Score -807328.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -807331.000000 Penalty: 3071.884277
	Iteration 33Q: 3 clusters Score -807331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -807335.250000 Penalty: 3071.884277
	Iteration 34Q: 3 clusters Score -807335.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -807334.750000 Penalty: 3071.884277
	Iteration 35Q: 3 clusters Score -807334.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -807337.312500 Penalty: 3071.884277
	Iteration 36Q: 3 clusters Score -807337.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -807339.187500 Penalty: 3071.884277
	Iteration 37Q: 3 clusters Score -807339.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -807339.062500 Penalty: 3071.884277
	Iteration 38Q: 3 clusters Score -807339.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -807342.937500 Penalty: 3071.884277
	Iteration 39Q: 3 clusters Score -807342.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -807342.937500 Penalty: 3071.884277
	Iteration 40F: 3 clusters Score -807342.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Entering Unmasked Estep 
Score: -380995.875000 Penalty: 1417.657227
	Iteration 0F: 2 clusters Score -380995.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -376338.062500 Penalty: 2835.314453
	Iteration 0F: 3 clusters Score -376338.1 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -377692.000000 Penalty: 2835.314453
	Iteration 1F: 3 clusters Score -377692 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -377917.781250 Penalty: 2835.314453
	Iteration 2F: 3 clusters Score -377917.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -378067.250000 Penalty: 2835.314453
	Iteration 3F: 3 clusters Score -378067.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -378178.437500 Penalty: 2835.314453
	Iteration 4Q: 3 clusters Score -378178.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -378266.343750 Penalty: 2835.314453
	Iteration 5Q: 3 clusters Score -378266.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -378335.375000 Penalty: 2835.314453
	Iteration 6Q: 3 clusters Score -378335.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -378400.125000 Penalty: 2835.314453
	Iteration 7Q: 3 clusters Score -378400.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -378459.218750 Penalty: 2835.314453
	Iteration 8Q: 3 clusters Score -378459.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -378505.062500 Penalty: 2835.314453
	Iteration 9Q: 3 clusters Score -378505.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -378546.593750 Penalty: 2835.314453
	Iteration 10Q: 3 clusters Score -378546.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -378574.875000 Penalty: 2835.314453
	Iteration 11Q: 3 clusters Score -378574.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -378602.625000 Penalty: 2835.314453
	Iteration 12Q: 3 clusters Score -378602.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -378646.312500 Penalty: 2835.314453
	Iteration 13Q: 3 clusters Score -378646.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -378690.812500 Penalty: 2835.314453
	Iteration 14Q: 3 clusters Score -378690.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -378737.968750 Penalty: 2835.314453
	Iteration 15Q: 3 clusters Score -378738 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -378777.750000 Penalty: 2835.314453
	Iteration 16Q: 3 clusters Score -378777.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -378809.312500 Penalty: 2835.314453
	Iteration 17Q: 3 clusters Score -378809.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -378834.125000 Penalty: 2835.314453
	Iteration 18Q: 3 clusters Score -378834.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -378858.187500 Penalty: 2835.314453
	Iteration 19Q: 3 clusters Score -378858.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -378876.218750 Penalty: 2835.314453
	Iteration 20F: 3 clusters Score -378876.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -378903.593750 Penalty: 2835.314453
	Iteration 21Q: 3 clusters Score -378903.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -378931.781250 Penalty: 2835.314453
	Iteration 22Q: 3 clusters Score -378931.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -378960.812500 Penalty: 2835.314453
	Iteration 23Q: 3 clusters Score -378960.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -378985.500000 Penalty: 2835.314453
	Iteration 24Q: 3 clusters Score -378985.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -379008.375000 Penalty: 2835.314453
	Iteration 25Q: 3 clusters Score -379008.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -379023.718750 Penalty: 2835.314453
	Iteration 26Q: 3 clusters Score -379023.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -379035.093750 Penalty: 2835.314453
	Iteration 27Q: 3 clusters Score -379035.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -379043.437500 Penalty: 2835.314453
	Iteration 28Q: 3 clusters Score -379043.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -379051.343750 Penalty: 2835.314453
	Iteration 29Q: 3 clusters Score -379051.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -379056.218750 Penalty: 2835.314453
	Iteration 30Q: 3 clusters Score -379056.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -379061.718750 Penalty: 2835.314453
	Iteration 31Q: 3 clusters Score -379061.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -379067.125000 Penalty: 2835.314453
	Iteration 32Q: 3 clusters Score -379067.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -379071.875000 Penalty: 2835.314453
	Iteration 33Q: 3 clusters Score -379071.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -379078.312500 Penalty: 2835.314453
	Iteration 34Q: 3 clusters Score -379078.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -379084.062500 Penalty: 2835.314453
	Iteration 35Q: 3 clusters Score -379084.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -379089.906250 Penalty: 2835.314453
	Iteration 36Q: 3 clusters Score -379089.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -379094.062500 Penalty: 2835.314453
	Iteration 37Q: 3 clusters Score -379094.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -379097.125000 Penalty: 2835.314453
	Iteration 38Q: 3 clusters Score -379097.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -379099.468750 Penalty: 2835.314453
	Iteration 39Q: 3 clusters Score -379099.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -379102.968750 Penalty: 2835.314453
	Iteration 40F: 3 clusters Score -379103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -379105.656250 Penalty: 2835.314453
	Iteration 41Q: 3 clusters Score -379105.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -379106.500000 Penalty: 2835.314453
	Iteration 42Q: 3 clusters Score -379106.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -379106.593750 Penalty: 2835.314453
	Iteration 43Q: 3 clusters Score -379106.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -379106.875000 Penalty: 2835.314453
	Iteration 44Q: 3 clusters Score -379106.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -379106.875000 Penalty: 2835.314453
	Iteration 45F: 3 clusters Score -379106.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Entering Unmasked Estep 
Score: -344455.500000 Penalty: 1422.704834
	Iteration 0F: 2 clusters Score -344455.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -339645.468750 Penalty: 2845.409668
	Iteration 0F: 3 clusters Score -339645.5 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -341224.875000 Penalty: 2845.409668
	Iteration 1F: 3 clusters Score -341224.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -341556.468750 Penalty: 2845.409668
	Iteration 2F: 3 clusters Score -341556.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -341781.843750 Penalty: 2845.409668
	Iteration 3F: 3 clusters Score -341781.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -341959.562500 Penalty: 2845.409668
	Iteration 4Q: 3 clusters Score -341959.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -342120.187500 Penalty: 2845.409668
	Iteration 5Q: 3 clusters Score -342120.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -342271.187500 Penalty: 2845.409668
	Iteration 6Q: 3 clusters Score -342271.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -342415.062500 Penalty: 2845.409668
	Iteration 7Q: 3 clusters Score -342415.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -342537.531250 Penalty: 2845.409668
	Iteration 8Q: 3 clusters Score -342537.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -342654.468750 Penalty: 2845.409668
	Iteration 9Q: 3 clusters Score -342654.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -342748.562500 Penalty: 2845.409668
	Iteration 10Q: 3 clusters Score -342748.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -342829.468750 Penalty: 2845.409668
	Iteration 11Q: 3 clusters Score -342829.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -342894.281250 Penalty: 2845.409668
	Iteration 12Q: 3 clusters Score -342894.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -342944.750000 Penalty: 2845.409668
	Iteration 13Q: 3 clusters Score -342944.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -342985.500000 Penalty: 2845.409668
	Iteration 14Q: 3 clusters Score -342985.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -343030.187500 Penalty: 2845.409668
	Iteration 15Q: 3 clusters Score -343030.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -343059.218750 Penalty: 2845.409668
	Iteration 16Q: 3 clusters Score -343059.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -343082.406250 Penalty: 2845.409668
	Iteration 17Q: 3 clusters Score -343082.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -343106.343750 Penalty: 2845.409668
	Iteration 18Q: 3 clusters Score -343106.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -343124.718750 Penalty: 2845.409668
	Iteration 19Q: 3 clusters Score -343124.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -343144.468750 Penalty: 2845.409668
	Iteration 20F: 3 clusters Score -343144.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -343158.093750 Penalty: 2845.409668
	Iteration 21Q: 3 clusters Score -343158.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -343171.531250 Penalty: 2845.409668
	Iteration 22Q: 3 clusters Score -343171.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -343178.187500 Penalty: 2845.409668
	Iteration 23Q: 3 clusters Score -343178.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -343183.562500 Penalty: 2845.409668
	Iteration 24Q: 3 clusters Score -343183.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -343190.468750 Penalty: 2845.409668
	Iteration 25Q: 3 clusters Score -343190.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -343194.781250 Penalty: 2845.409668
	Iteration 26Q: 3 clusters Score -343194.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -343202.156250 Penalty: 2845.409668
	Iteration 27Q: 3 clusters Score -343202.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -343210.031250 Penalty: 2845.409668
	Iteration 28Q: 3 clusters Score -343210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -343214.437500 Penalty: 2845.409668
	Iteration 29Q: 3 clusters Score -343214.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -343216.906250 Penalty: 2845.409668
	Iteration 30Q: 3 clusters Score -343216.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -343220.875000 Penalty: 2845.409668
	Iteration 31Q: 3 clusters Score -343220.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -343223.312500 Penalty: 2845.409668
	Iteration 32Q: 3 clusters Score -343223.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -343227.500000 Penalty: 2845.409668
	Iteration 33Q: 3 clusters Score -343227.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -343235.843750 Penalty: 2845.409668
	Iteration 34Q: 3 clusters Score -343235.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -343240.812500 Penalty: 2845.409668
	Iteration 35Q: 3 clusters Score -343240.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -343245.187500 Penalty: 2845.409668
	Iteration 36Q: 3 clusters Score -343245.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -343246.156250 Penalty: 2845.409668
	Iteration 37Q: 3 clusters Score -343246.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -343249.218750 Penalty: 2845.409668
	Iteration 38Q: 3 clusters Score -343249.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -343250.656250 Penalty: 2845.409668
	Iteration 39Q: 3 clusters Score -343250.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -343253.500000 Penalty: 2845.409668
	Iteration 40F: 3 clusters Score -343253.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -343255.750000 Penalty: 2845.409668
	Iteration 41Q: 3 clusters Score -343255.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -343259.093750 Penalty: 2845.409668
	Iteration 42Q: 3 clusters Score -343259.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -343262.312500 Penalty: 2845.409668
	Iteration 43Q: 3 clusters Score -343262.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -343273.281250 Penalty: 2845.409668
	Iteration 44Q: 3 clusters Score -343273.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -343281.625000 Penalty: 2845.409668
	Iteration 45Q: 3 clusters Score -343281.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -343285.500000 Penalty: 2845.409668
	Iteration 46Q: 3 clusters Score -343285.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -343289.593750 Penalty: 2845.409668
	Iteration 47Q: 3 clusters Score -343289.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -343292.968750 Penalty: 2845.409668
	Iteration 48Q: 3 clusters Score -343293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -343296.625000 Penalty: 2845.409668
	Iteration 49Q: 3 clusters Score -343296.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -343298.281250 Penalty: 2845.409668
	Iteration 50Q: 3 clusters Score -343298.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -343306.593750 Penalty: 2845.409668
	Iteration 51Q: 3 clusters Score -343306.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -343317.750000 Penalty: 2845.409668
	Iteration 52Q: 3 clusters Score -343317.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -343334.218750 Penalty: 2845.409668
	Iteration 53Q: 3 clusters Score -343334.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -343363.125000 Penalty: 2845.409668
	Iteration 54Q: 3 clusters Score -343363.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -343387.968750 Penalty: 2845.409668
	Iteration 55Q: 3 clusters Score -343388 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -343409.843750 Penalty: 2845.409668
	Iteration 56Q: 3 clusters Score -343409.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -343424.562500 Penalty: 2845.409668
	Iteration 57Q: 3 clusters Score -343424.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -343434.468750 Penalty: 2845.409668
	Iteration 58Q: 3 clusters Score -343434.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -343438.906250 Penalty: 2845.409668
	Iteration 59Q: 3 clusters Score -343438.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -343442.187500 Penalty: 2845.409668
	Iteration 60F: 3 clusters Score -343442.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -343443.125000 Penalty: 2845.409668
	Iteration 61Q: 3 clusters Score -343443.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -343446.093750 Penalty: 2845.409668
	Iteration 62Q: 3 clusters Score -343446.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -343447.281250 Penalty: 2845.409668
	Iteration 63Q: 3 clusters Score -343447.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -343447.250000 Penalty: 2845.409668
	Iteration 64Q: 3 clusters Score -343447.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -343448.781250 Penalty: 2845.409668
	Iteration 65Q: 3 clusters Score -343448.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -343450.031250 Penalty: 2845.409668
	Iteration 66Q: 3 clusters Score -343450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -343451.093750 Penalty: 2845.409668
	Iteration 67Q: 3 clusters Score -343451.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -343451.406250 Penalty: 2845.409668
	Iteration 68Q: 3 clusters Score -343451.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -343451.406250 Penalty: 2845.409668
	Iteration 69F: 3 clusters Score -343451.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Entering Unmasked Estep 
Score: -74129.867188 Penalty: 1164.643677
	Iteration 0F: 2 clusters Score -74129.87 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 665 members 
Entering Unmasked Estep 
Score: -72495.562500 Penalty: 2329.287354
	Iteration 0F: 3 clusters Score -72495.56 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -72789.546875 Penalty: 2329.287354
	Iteration 1F: 3 clusters Score -72789.55 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -72870.445312 Penalty: 2329.287354
	Iteration 2F: 3 clusters Score -72870.45 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -72911.085938 Penalty: 2329.287354
	Iteration 3Q: 3 clusters Score -72911.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -72937.007812 Penalty: 2329.287354
	Iteration 4Q: 3 clusters Score -72937.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -72951.070312 Penalty: 2329.287354
	Iteration 5Q: 3 clusters Score -72951.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -72963.039062 Penalty: 2329.287354
	Iteration 6Q: 3 clusters Score -72963.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -72972.054688 Penalty: 2329.287354
	Iteration 7Q: 3 clusters Score -72972.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -72980.335938 Penalty: 2329.287354
	Iteration 8Q: 3 clusters Score -72980.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -72984.617188 Penalty: 2329.287354
	Iteration 9Q: 3 clusters Score -72984.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -72987.843750 Penalty: 2329.287354
	Iteration 10Q: 3 clusters Score -72987.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -72990.468750 Penalty: 2329.287354
	Iteration 11Q: 3 clusters Score -72990.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -72993.625000 Penalty: 2329.287354
	Iteration 12Q: 3 clusters Score -72993.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -72994.437500 Penalty: 2329.287354
	Iteration 13Q: 3 clusters Score -72994.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -72994.601562 Penalty: 2329.287354
	Iteration 14Q: 3 clusters Score -72994.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -72994.601562 Penalty: 2329.287354
	Iteration 15F: 3 clusters Score -72994.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Entering Unmasked Estep 
Score: -71986.585938 Penalty: 1162.243652
	Iteration 0F: 2 clusters Score -71986.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -70335.328125 Penalty: 2324.487305
	Iteration 0F: 3 clusters Score -70335.33 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -70651.898438 Penalty: 2324.487305
	Iteration 1F: 3 clusters Score -70651.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -70746.187500 Penalty: 2324.487305
	Iteration 2F: 3 clusters Score -70746.19 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -70825.710938 Penalty: 2324.487305
	Iteration 3Q: 3 clusters Score -70825.71 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -70890.390625 Penalty: 2324.487305
	Iteration 4Q: 3 clusters Score -70890.39 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -70940.015625 Penalty: 2324.487305
	Iteration 5Q: 3 clusters Score -70940.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -70972.710938 Penalty: 2324.487305
	Iteration 6Q: 3 clusters Score -70972.71 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -71002.445312 Penalty: 2324.487305
	Iteration 7Q: 3 clusters Score -71002.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -71015.242188 Penalty: 2324.487305
	Iteration 8Q: 3 clusters Score -71015.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -71024.414062 Penalty: 2324.487305
	Iteration 9Q: 3 clusters Score -71024.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -71034.953125 Penalty: 2324.487305
	Iteration 10Q: 3 clusters Score -71034.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -71047.882812 Penalty: 2324.487305
	Iteration 11Q: 3 clusters Score -71047.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -71062.507812 Penalty: 2324.487305
	Iteration 12Q: 3 clusters Score -71062.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -71072.507812 Penalty: 2324.487305
	Iteration 13Q: 3 clusters Score -71072.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -71077.414062 Penalty: 2324.487305
	Iteration 14Q: 3 clusters Score -71077.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -71080.757812 Penalty: 2324.487305
	Iteration 15Q: 3 clusters Score -71080.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -71082.593750 Penalty: 2324.487305
	Iteration 16Q: 3 clusters Score -71082.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -71083.984375 Penalty: 2324.487305
	Iteration 17Q: 3 clusters Score -71083.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -71084.726562 Penalty: 2324.487305
	Iteration 18Q: 3 clusters Score -71084.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -71086.085938 Penalty: 2324.487305
	Iteration 19Q: 3 clusters Score -71086.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -71086.234375 Penalty: 2324.487305
	Iteration 20F: 3 clusters Score -71086.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (494578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494578 members 
Entering Unmasked Estep 
Score: -31314414.000000 Penalty: 2130.612305
	Iteration 0F: 2 clusters Score -3.131441e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246770 members 
Mstep: Class 2 contains 247808 members 
Entering Unmasked Estep 
Score: -30980536.000000 Penalty: 4261.224609
	Iteration 0F: 3 clusters Score -3.098054e+07 nChanged 242895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238893 members 
Mstep: Class 2 contains 255685 members 
Entering Unmasked Estep 
Score: -31133020.000000 Penalty: 4261.224609
	Iteration 1F: 3 clusters Score -3.113302e+07 nChanged 18340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233959 members 
Mstep: Class 2 contains 260619 members 
Entering Unmasked Estep 
Score: -31139954.000000 Penalty: 4261.224609
	Iteration 2Q: 3 clusters Score -3.113995e+07 nChanged 21394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227195 members 
Mstep: Class 2 contains 267383 members 
Entering Unmasked Estep 
Score: -31149166.000000 Penalty: 4261.224609
	Iteration 3Q: 3 clusters Score -3.114917e+07 nChanged 23846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218085 members 
Mstep: Class 2 contains 276493 members 
Entering Unmasked Estep 
Score: -31160638.000000 Penalty: 4261.224609
	Iteration 4Q: 3 clusters Score -3.116064e+07 nChanged 25785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206510 members 
Mstep: Class 2 contains 288068 members 
Entering Unmasked Estep 
Score: -31174342.000000 Penalty: 4261.224609
	Iteration 5F: 3 clusters Score -3.117434e+07 nChanged 27135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192293 members 
Mstep: Class 2 contains 302285 members 
Entering Unmasked Estep 
Score: -31189248.000000 Penalty: 4261.224609
	Iteration 6F: 3 clusters Score -3.118925e+07 nChanged 27417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176040 members 
Mstep: Class 2 contains 318538 members 
Entering Unmasked Estep 
Score: -31205286.000000 Penalty: 4261.224609
	Iteration 7F: 3 clusters Score -3.120529e+07 nChanged 26161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159397 members 
Mstep: Class 2 contains 335181 members 
Entering Unmasked Estep 
Score: -31220846.000000 Penalty: 4261.224609
	Iteration 8F: 3 clusters Score -3.122085e+07 nChanged 23666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143565 members 
Mstep: Class 2 contains 351013 members 
Entering Unmasked Estep 
Score: -31234286.000000 Penalty: 4261.224609
	Iteration 9Q: 3 clusters Score -3.123429e+07 nChanged 20190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129657 members 
Mstep: Class 2 contains 364921 members 
Entering Unmasked Estep 
Score: -31244390.000000 Penalty: 4261.224609
	Iteration 10Q: 3 clusters Score -3.124439e+07 nChanged 16602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117495 members 
Mstep: Class 2 contains 377083 members 
Entering Unmasked Estep 
Score: -31252126.000000 Penalty: 4261.224609
	Iteration 11Q: 3 clusters Score -3.125213e+07 nChanged 13868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106697 members 
Mstep: Class 2 contains 387881 members 
Entering Unmasked Estep 
Score: -31258576.000000 Penalty: 4261.224609
	Iteration 12Q: 3 clusters Score -3.125858e+07 nChanged 11485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97078 members 
Mstep: Class 2 contains 397500 members 
Entering Unmasked Estep 
Score: -31263458.000000 Penalty: 4261.224609
	Iteration 13Q: 3 clusters Score -3.126346e+07 nChanged 9996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88116 members 
Mstep: Class 2 contains 406462 members 
Entering Unmasked Estep 
Score: -31267734.000000 Penalty: 4261.224609
	Iteration 14Q: 3 clusters Score -3.126773e+07 nChanged 9062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79618 members 
Mstep: Class 2 contains 414960 members 
Entering Unmasked Estep 
Score: -31271730.000000 Penalty: 4261.224609
	Iteration 15Q: 3 clusters Score -3.127173e+07 nChanged 8598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71446 members 
Mstep: Class 2 contains 423132 members 
Entering Unmasked Estep 
Score: -31275714.000000 Penalty: 4261.224609
	Iteration 16Q: 3 clusters Score -3.127571e+07 nChanged 8180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63584 members 
Mstep: Class 2 contains 430994 members 
Entering Unmasked Estep 
Score: -31279408.000000 Penalty: 4261.224609
	Iteration 17Q: 3 clusters Score -3.127941e+07 nChanged 7854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55996 members 
Mstep: Class 2 contains 438582 members 
Entering Unmasked Estep 
Score: -31283486.000000 Penalty: 4261.224609
	Iteration 18Q: 3 clusters Score -3.128349e+07 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48865 members 
Mstep: Class 2 contains 445713 members 
Entering Unmasked Estep 
Score: -31287534.000000 Penalty: 4261.224609
	Iteration 19Q: 3 clusters Score -3.128753e+07 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 452478 members 
Entering Unmasked Estep 
Score: -31291498.000000 Penalty: 4261.224609
	Iteration 20F: 3 clusters Score -3.12915e+07 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 458731 members 
Entering Unmasked Estep 
Score: -31295562.000000 Penalty: 4261.224609
	Iteration 21Q: 3 clusters Score -3.129556e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 464379 members 
Entering Unmasked Estep 
Score: -31299128.000000 Penalty: 4261.224609
	Iteration 22Q: 3 clusters Score -3.129913e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 469299 members 
Entering Unmasked Estep 
Score: -31302134.000000 Penalty: 4261.224609
	Iteration 23Q: 3 clusters Score -3.130213e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 473439 members 
Entering Unmasked Estep 
Score: -31304464.000000 Penalty: 4261.224609
	Iteration 24Q: 3 clusters Score -3.130446e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 476969 members 
Entering Unmasked Estep 
Score: -31306376.000000 Penalty: 4261.224609
	Iteration 25Q: 3 clusters Score -3.130638e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 479936 members 
Entering Unmasked Estep 
Score: -31307838.000000 Penalty: 4261.224609
	Iteration 26Q: 3 clusters Score -3.130784e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 482393 members 
Entering Unmasked Estep 
Score: -31309024.000000 Penalty: 4261.224609
	Iteration 27Q: 3 clusters Score -3.130902e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 484375 members 
Entering Unmasked Estep 
Score: -31309986.000000 Penalty: 4261.224609
	Iteration 28Q: 3 clusters Score -3.130999e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 485959 members 
Entering Unmasked Estep 
Score: -31310686.000000 Penalty: 4261.224609
	Iteration 29Q: 3 clusters Score -3.131069e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 487253 members 
Entering Unmasked Estep 
Score: -31311090.000000 Penalty: 4261.224609
	Iteration 30Q: 3 clusters Score -3.131109e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 488216 members 
Entering Unmasked Estep 
Score: -31311322.000000 Penalty: 4261.224609
	Iteration 31Q: 3 clusters Score -3.131132e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 488976 members 
Entering Unmasked Estep 
Score: -31311652.000000 Penalty: 4261.224609
	Iteration 32Q: 3 clusters Score -3.131165e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 489564 members 
Entering Unmasked Estep 
Score: -31311934.000000 Penalty: 4261.224609
	Iteration 33Q: 3 clusters Score -3.131193e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 490030 members 
Entering Unmasked Estep 
Score: -31312060.000000 Penalty: 4261.224609
	Iteration 34Q: 3 clusters Score -3.131206e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 490389 members 
Entering Unmasked Estep 
Score: -31312142.000000 Penalty: 4261.224609
	Iteration 35Q: 3 clusters Score -3.131214e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 490660 members 
Entering Unmasked Estep 
Score: -31312186.000000 Penalty: 4261.224609
	Iteration 36Q: 3 clusters Score -3.131219e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 490868 members 
Entering Unmasked Estep 
Score: -31312260.000000 Penalty: 4261.224609
	Iteration 37Q: 3 clusters Score -3.131226e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 491032 members 
Entering Unmasked Estep 
Score: -31312306.000000 Penalty: 4261.224609
	Iteration 38Q: 3 clusters Score -3.131231e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 491184 members 
Entering Unmasked Estep 
Score: -31312334.000000 Penalty: 4261.224609
	Iteration 39Q: 3 clusters Score -3.131233e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 491313 members 
Entering Unmasked Estep 
Score: -31312392.000000 Penalty: 4261.224609
	Iteration 40F: 3 clusters Score -3.131239e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 491440 members 
Entering Unmasked Estep 
Score: -31312486.000000 Penalty: 4261.224609
	Iteration 41Q: 3 clusters Score -3.131249e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 491536 members 
Entering Unmasked Estep 
Score: -31312534.000000 Penalty: 4261.224609
	Iteration 42Q: 3 clusters Score -3.131253e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 491607 members 
Entering Unmasked Estep 
Score: -31312544.000000 Penalty: 4261.224609
	Iteration 43Q: 3 clusters Score -3.131254e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 491676 members 
Entering Unmasked Estep 
Score: -31312576.000000 Penalty: 4261.224609
	Iteration 44Q: 3 clusters Score -3.131258e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 491731 members 
Entering Unmasked Estep 
Score: -31312594.000000 Penalty: 4261.224609
	Iteration 45Q: 3 clusters Score -3.131259e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 491777 members 
Entering Unmasked Estep 
Score: -31312584.000000 Penalty: 4261.224609
	Iteration 46Q: 3 clusters Score -3.131258e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 491817 members 
Entering Unmasked Estep 
Score: -31312622.000000 Penalty: 4261.224609
	Iteration 47Q: 3 clusters Score -3.131262e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 491862 members 
Entering Unmasked Estep 
Score: -31312662.000000 Penalty: 4261.224609
	Iteration 48Q: 3 clusters Score -3.131266e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 491894 members 
Entering Unmasked Estep 
Score: -31312656.000000 Penalty: 4261.224609
	Iteration 49Q: 3 clusters Score -3.131266e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 491930 members 
Entering Unmasked Estep 
Score: -31312702.000000 Penalty: 4261.224609
	Iteration 50Q: 3 clusters Score -3.13127e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 491966 members 
Entering Unmasked Estep 
Score: -31312716.000000 Penalty: 4261.224609
	Iteration 51Q: 3 clusters Score -3.131272e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 492000 members 
Entering Unmasked Estep 
Score: -31312700.000000 Penalty: 4261.224609
	Iteration 52Q: 3 clusters Score -3.13127e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 492032 members 
Entering Unmasked Estep 
Score: -31312738.000000 Penalty: 4261.224609
	Iteration 53Q: 3 clusters Score -3.131274e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 492065 members 
Entering Unmasked Estep 
Score: -31312742.000000 Penalty: 4261.224609
	Iteration 54Q: 3 clusters Score -3.131274e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 492096 members 
Entering Unmasked Estep 
Score: -31312718.000000 Penalty: 4261.224609
	Iteration 55Q: 3 clusters Score -3.131272e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 492114 members 
Entering Unmasked Estep 
Score: -31312724.000000 Penalty: 4261.224609
	Iteration 56Q: 3 clusters Score -3.131272e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 492135 members 
Entering Unmasked Estep 
Score: -31312748.000000 Penalty: 4261.224609
	Iteration 57Q: 3 clusters Score -3.131275e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 492158 members 
Entering Unmasked Estep 
Score: -31312782.000000 Penalty: 4261.224609
	Iteration 58Q: 3 clusters Score -3.131278e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 492177 members 
Entering Unmasked Estep 
Score: -31312768.000000 Penalty: 4261.224609
	Iteration 59Q: 3 clusters Score -3.131277e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 492198 members 
Entering Unmasked Estep 
Score: -31312758.000000 Penalty: 4261.224609
	Iteration 60F: 3 clusters Score -3.131276e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 492226 members 
Entering Unmasked Estep 
Score: -31312794.000000 Penalty: 4261.224609
	Iteration 61Q: 3 clusters Score -3.131279e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 492245 members 
Entering Unmasked Estep 
Score: -31312778.000000 Penalty: 4261.224609
	Iteration 62Q: 3 clusters Score -3.131278e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 492267 members 
Entering Unmasked Estep 
Score: -31312770.000000 Penalty: 4261.224609
	Iteration 63Q: 3 clusters Score -3.131277e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 492286 members 
Entering Unmasked Estep 
Score: -31312778.000000 Penalty: 4261.224609
	Iteration 64Q: 3 clusters Score -3.131278e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 492299 members 
Entering Unmasked Estep 
Score: -31312794.000000 Penalty: 4261.224609
	Iteration 65Q: 3 clusters Score -3.131279e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 492317 members 
Entering Unmasked Estep 
Score: -31312820.000000 Penalty: 4261.224609
	Iteration 66Q: 3 clusters Score -3.131282e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 492326 members 
Entering Unmasked Estep 
Score: -31312816.000000 Penalty: 4261.224609
	Iteration 67Q: 3 clusters Score -3.131282e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 492334 members 
Entering Unmasked Estep 
Score: -31312790.000000 Penalty: 4261.224609
	Iteration 68Q: 3 clusters Score -3.131279e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 492346 members 
Entering Unmasked Estep 
Score: -31312798.000000 Penalty: 4261.224609
	Iteration 69Q: 3 clusters Score -3.13128e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 492352 members 
Entering Unmasked Estep 
Score: -31312822.000000 Penalty: 4261.224609
	Iteration 70Q: 3 clusters Score -3.131282e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 492356 members 
Entering Unmasked Estep 
Score: -31312810.000000 Penalty: 4261.224609
	Iteration 71Q: 3 clusters Score -3.131281e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 492361 members 
Entering Unmasked Estep 
Score: -31312814.000000 Penalty: 4261.224609
	Iteration 72Q: 3 clusters Score -3.131281e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 492363 members 
Entering Unmasked Estep 
Score: -31312800.000000 Penalty: 4261.224609
	Iteration 73Q: 3 clusters Score -3.13128e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 492361 members 
Entering Unmasked Estep 
Score: -31312794.000000 Penalty: 4261.224609
	Iteration 74Q: 3 clusters Score -3.131279e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 492355 members 
Entering Unmasked Estep 
Score: -31312820.000000 Penalty: 4261.224609
	Iteration 75Q: 3 clusters Score -3.131282e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 492357 members 
Entering Unmasked Estep 
Score: -31312796.000000 Penalty: 4261.224609
	Iteration 76Q: 3 clusters Score -3.13128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 492353 members 
Entering Unmasked Estep 
Score: -31312792.000000 Penalty: 4261.224609
	Iteration 77Q: 3 clusters Score -3.131279e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 492353 members 
Entering Unmasked Estep 
Score: -31312782.000000 Penalty: 4261.224609
	Iteration 78Q: 3 clusters Score -3.131278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 492352 members 
Entering Unmasked Estep 
Score: -31312782.000000 Penalty: 4261.224609
	Iteration 79Q: 3 clusters Score -3.131278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 492353 members 
Entering Unmasked Estep 
Score: -31312778.000000 Penalty: 4261.224609
	Iteration 80F: 3 clusters Score -3.131278e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 492354 members 
Entering Unmasked Estep 
Score: -31312784.000000 Penalty: 4261.224609
	Iteration 81Q: 3 clusters Score -3.131278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 492351 members 
Entering Unmasked Estep 
Score: -31312768.000000 Penalty: 4261.224609
	Iteration 82Q: 3 clusters Score -3.131277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 492355 members 
Entering Unmasked Estep 
Score: -31312798.000000 Penalty: 4261.224609
	Iteration 83Q: 3 clusters Score -3.13128e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 492357 members 
Entering Unmasked Estep 
Score: -31312780.000000 Penalty: 4261.224609
	Iteration 84Q: 3 clusters Score -3.131278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 492358 members 
Entering Unmasked Estep 
Score: -31312784.000000 Penalty: 4261.224609
	Iteration 85Q: 3 clusters Score -3.131278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 492358 members 
Entering Unmasked Estep 
Score: -31312786.000000 Penalty: 4261.224609
	Iteration 86Q: 3 clusters Score -3.131279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 492359 members 
Entering Unmasked Estep 
Score: -31312786.000000 Penalty: 4261.224609
	Iteration 87Q: 3 clusters Score -3.131279e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 492358 members 
Entering Unmasked Estep 
Score: -31312782.000000 Penalty: 4261.224609
	Iteration 88Q: 3 clusters Score -3.131278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 492358 members 
Entering Unmasked Estep 
Score: -31312782.000000 Penalty: 4261.224609
	Iteration 89F: 3 clusters Score -3.131278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Entering Unmasked Estep 
Score: -620819.812500 Penalty: 1495.506104
	Iteration 0F: 2 clusters Score -620819.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -613672.750000 Penalty: 2991.012207
	Iteration 0F: 3 clusters Score -613672.8 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -616059.437500 Penalty: 2991.012207
	Iteration 1F: 3 clusters Score -616059.4 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -616391.562500 Penalty: 2991.012207
	Iteration 2F: 3 clusters Score -616391.6 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -616734.625000 Penalty: 2991.012207
	Iteration 3F: 3 clusters Score -616734.6 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -617127.500000 Penalty: 2991.012207
	Iteration 4F: 3 clusters Score -617127.5 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -617570.562500 Penalty: 2991.012207
	Iteration 5F: 3 clusters Score -617570.6 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -617991.562500 Penalty: 2991.012207
	Iteration 6F: 3 clusters Score -617991.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -618323.812500 Penalty: 2991.012207
	Iteration 7Q: 3 clusters Score -618323.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -618579.125000 Penalty: 2991.012207
	Iteration 8Q: 3 clusters Score -618579.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -618757.062500 Penalty: 2991.012207
	Iteration 9Q: 3 clusters Score -618757.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -618875.187500 Penalty: 2991.012207
	Iteration 10Q: 3 clusters Score -618875.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -618965.125000 Penalty: 2991.012207
	Iteration 11Q: 3 clusters Score -618965.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -619030.250000 Penalty: 2991.012207
	Iteration 12Q: 3 clusters Score -619030.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -619079.000000 Penalty: 2991.012207
	Iteration 13Q: 3 clusters Score -619079 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -619130.500000 Penalty: 2991.012207
	Iteration 14Q: 3 clusters Score -619130.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -619168.375000 Penalty: 2991.012207
	Iteration 15Q: 3 clusters Score -619168.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -619204.000000 Penalty: 2991.012207
	Iteration 16Q: 3 clusters Score -619204 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -619238.000000 Penalty: 2991.012207
	Iteration 17Q: 3 clusters Score -619238 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -619269.062500 Penalty: 2991.012207
	Iteration 18Q: 3 clusters Score -619269.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -619293.812500 Penalty: 2991.012207
	Iteration 19Q: 3 clusters Score -619293.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -619316.750000 Penalty: 2991.012207
	Iteration 20F: 3 clusters Score -619316.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -619336.187500 Penalty: 2991.012207
	Iteration 21Q: 3 clusters Score -619336.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -619352.187500 Penalty: 2991.012207
	Iteration 22Q: 3 clusters Score -619352.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -619364.500000 Penalty: 2991.012207
	Iteration 23Q: 3 clusters Score -619364.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -619379.875000 Penalty: 2991.012207
	Iteration 24Q: 3 clusters Score -619379.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -619391.937500 Penalty: 2991.012207
	Iteration 25Q: 3 clusters Score -619391.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -619402.562500 Penalty: 2991.012207
	Iteration 26Q: 3 clusters Score -619402.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -619412.062500 Penalty: 2991.012207
	Iteration 27Q: 3 clusters Score -619412.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -619418.875000 Penalty: 2991.012207
	Iteration 28Q: 3 clusters Score -619418.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -619425.250000 Penalty: 2991.012207
	Iteration 29Q: 3 clusters Score -619425.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -619431.250000 Penalty: 2991.012207
	Iteration 30Q: 3 clusters Score -619431.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -619438.312500 Penalty: 2991.012207
	Iteration 31Q: 3 clusters Score -619438.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -619446.312500 Penalty: 2991.012207
	Iteration 32Q: 3 clusters Score -619446.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -619461.562500 Penalty: 2991.012207
	Iteration 33Q: 3 clusters Score -619461.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -619473.875000 Penalty: 2991.012207
	Iteration 34Q: 3 clusters Score -619473.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -619484.375000 Penalty: 2991.012207
	Iteration 35Q: 3 clusters Score -619484.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -619494.250000 Penalty: 2991.012207
	Iteration 36Q: 3 clusters Score -619494.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -619505.062500 Penalty: 2991.012207
	Iteration 37Q: 3 clusters Score -619505.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -619515.250000 Penalty: 2991.012207
	Iteration 38Q: 3 clusters Score -619515.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -619522.000000 Penalty: 2991.012207
	Iteration 39Q: 3 clusters Score -619522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -619527.500000 Penalty: 2991.012207
	Iteration 40F: 3 clusters Score -619527.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -619532.812500 Penalty: 2991.012207
	Iteration 41Q: 3 clusters Score -619532.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -619537.125000 Penalty: 2991.012207
	Iteration 42Q: 3 clusters Score -619537.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -619542.875000 Penalty: 2991.012207
	Iteration 43Q: 3 clusters Score -619542.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -619550.750000 Penalty: 2991.012207
	Iteration 44Q: 3 clusters Score -619550.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -619557.875000 Penalty: 2991.012207
	Iteration 45Q: 3 clusters Score -619557.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -619560.937500 Penalty: 2991.012207
	Iteration 46Q: 3 clusters Score -619560.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -619567.937500 Penalty: 2991.012207
	Iteration 47Q: 3 clusters Score -619567.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -619572.125000 Penalty: 2991.012207
	Iteration 48Q: 3 clusters Score -619572.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -619577.062500 Penalty: 2991.012207
	Iteration 49Q: 3 clusters Score -619577.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -619580.250000 Penalty: 2991.012207
	Iteration 50Q: 3 clusters Score -619580.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -619590.125000 Penalty: 2991.012207
	Iteration 51Q: 3 clusters Score -619590.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -619598.062500 Penalty: 2991.012207
	Iteration 52Q: 3 clusters Score -619598.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -619601.875000 Penalty: 2991.012207
	Iteration 53Q: 3 clusters Score -619601.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -619603.500000 Penalty: 2991.012207
	Iteration 54Q: 3 clusters Score -619603.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -619607.187500 Penalty: 2991.012207
	Iteration 55Q: 3 clusters Score -619607.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -619613.937500 Penalty: 2991.012207
	Iteration 56Q: 3 clusters Score -619613.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -619620.000000 Penalty: 2991.012207
	Iteration 57Q: 3 clusters Score -619620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -619625.437500 Penalty: 2991.012207
	Iteration 58Q: 3 clusters Score -619625.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -619629.312500 Penalty: 2991.012207
	Iteration 59Q: 3 clusters Score -619629.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -619634.750000 Penalty: 2991.012207
	Iteration 60F: 3 clusters Score -619634.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -619640.937500 Penalty: 2991.012207
	Iteration 61Q: 3 clusters Score -619640.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -619648.812500 Penalty: 2991.012207
	Iteration 62Q: 3 clusters Score -619648.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -619655.375000 Penalty: 2991.012207
	Iteration 63Q: 3 clusters Score -619655.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -619663.312500 Penalty: 2991.012207
	Iteration 64Q: 3 clusters Score -619663.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -619674.375000 Penalty: 2991.012207
	Iteration 65Q: 3 clusters Score -619674.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -619688.000000 Penalty: 2991.012207
	Iteration 66Q: 3 clusters Score -619688 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -619705.312500 Penalty: 2991.012207
	Iteration 67Q: 3 clusters Score -619705.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -619733.750000 Penalty: 2991.012207
	Iteration 68Q: 3 clusters Score -619733.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -619782.562500 Penalty: 2991.012207
	Iteration 69Q: 3 clusters Score -619782.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -619871.250000 Penalty: 2991.012207
	Iteration 70Q: 3 clusters Score -619871.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -619946.937500 Penalty: 2991.012207
	Iteration 71Q: 3 clusters Score -619946.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -620002.875000 Penalty: 2991.012207
	Iteration 72Q: 3 clusters Score -620002.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -620037.125000 Penalty: 2991.012207
	Iteration 73Q: 3 clusters Score -620037.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -620055.187500 Penalty: 2991.012207
	Iteration 74Q: 3 clusters Score -620055.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -620062.937500 Penalty: 2991.012207
	Iteration 75Q: 3 clusters Score -620062.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -620069.937500 Penalty: 2991.012207
	Iteration 76Q: 3 clusters Score -620069.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -620073.062500 Penalty: 2991.012207
	Iteration 77Q: 3 clusters Score -620073.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -620075.312500 Penalty: 2991.012207
	Iteration 78Q: 3 clusters Score -620075.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -620076.125000 Penalty: 2991.012207
	Iteration 79Q: 3 clusters Score -620076.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -620076.000000 Penalty: 2991.012207
	Iteration 80F: 3 clusters Score -620076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -620077.250000 Penalty: 2991.012207
	Iteration 81Q: 3 clusters Score -620077.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -620079.625000 Penalty: 2991.012207
	Iteration 82Q: 3 clusters Score -620079.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -620079.750000 Penalty: 2991.012207
	Iteration 83Q: 3 clusters Score -620079.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -620079.562500 Penalty: 2991.012207
	Iteration 84Q: 3 clusters Score -620079.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -620079.750000 Penalty: 2991.012207
	Iteration 85Q: 3 clusters Score -620079.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -620079.750000 Penalty: 2991.012207
	Iteration 86F: 3 clusters Score -620079.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Entering Unmasked Estep 
Score: -668008.750000 Penalty: 1505.673096
	Iteration 0F: 2 clusters Score -668008.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -660373.812500 Penalty: 3011.346191
	Iteration 0F: 3 clusters Score -660373.8 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -662828.812500 Penalty: 3011.346191
	Iteration 1F: 3 clusters Score -662828.8 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -663085.750000 Penalty: 3011.346191
	Iteration 2F: 3 clusters Score -663085.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -663283.125000 Penalty: 3011.346191
	Iteration 3Q: 3 clusters Score -663283.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -663468.062500 Penalty: 3011.346191
	Iteration 4Q: 3 clusters Score -663468.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -663667.687500 Penalty: 3011.346191
	Iteration 5Q: 3 clusters Score -663667.7 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -663923.250000 Penalty: 3011.346191
	Iteration 6Q: 3 clusters Score -663923.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -664238.125000 Penalty: 3011.346191
	Iteration 7Q: 3 clusters Score -664238.1 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -664577.250000 Penalty: 3011.346191
	Iteration 8F: 3 clusters Score -664577.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -664921.687500 Penalty: 3011.346191
	Iteration 9Q: 3 clusters Score -664921.7 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -665235.812500 Penalty: 3011.346191
	Iteration 10Q: 3 clusters Score -665235.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -665514.125000 Penalty: 3011.346191
	Iteration 11Q: 3 clusters Score -665514.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -665713.937500 Penalty: 3011.346191
	Iteration 12Q: 3 clusters Score -665713.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -665872.625000 Penalty: 3011.346191
	Iteration 13Q: 3 clusters Score -665872.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -665985.250000 Penalty: 3011.346191
	Iteration 14Q: 3 clusters Score -665985.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -666093.875000 Penalty: 3011.346191
	Iteration 15Q: 3 clusters Score -666093.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -666177.375000 Penalty: 3011.346191
	Iteration 16Q: 3 clusters Score -666177.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -666254.437500 Penalty: 3011.346191
	Iteration 17Q: 3 clusters Score -666254.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -666325.375000 Penalty: 3011.346191
	Iteration 18Q: 3 clusters Score -666325.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -666388.875000 Penalty: 3011.346191
	Iteration 19Q: 3 clusters Score -666388.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -666458.812500 Penalty: 3011.346191
	Iteration 20F: 3 clusters Score -666458.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -666513.125000 Penalty: 3011.346191
	Iteration 21Q: 3 clusters Score -666513.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -666550.750000 Penalty: 3011.346191
	Iteration 22Q: 3 clusters Score -666550.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -666588.125000 Penalty: 3011.346191
	Iteration 23Q: 3 clusters Score -666588.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -666630.937500 Penalty: 3011.346191
	Iteration 24Q: 3 clusters Score -666630.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -666673.875000 Penalty: 3011.346191
	Iteration 25Q: 3 clusters Score -666673.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -666717.562500 Penalty: 3011.346191
	Iteration 26Q: 3 clusters Score -666717.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -666775.125000 Penalty: 3011.346191
	Iteration 27Q: 3 clusters Score -666775.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -666825.125000 Penalty: 3011.346191
	Iteration 28Q: 3 clusters Score -666825.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -666868.812500 Penalty: 3011.346191
	Iteration 29Q: 3 clusters Score -666868.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -666906.875000 Penalty: 3011.346191
	Iteration 30Q: 3 clusters Score -666906.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -666934.000000 Penalty: 3011.346191
	Iteration 31Q: 3 clusters Score -666934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -666949.875000 Penalty: 3011.346191
	Iteration 32Q: 3 clusters Score -666949.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -666958.187500 Penalty: 3011.346191
	Iteration 33Q: 3 clusters Score -666958.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -666969.875000 Penalty: 3011.346191
	Iteration 34Q: 3 clusters Score -666969.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -666976.625000 Penalty: 3011.346191
	Iteration 35Q: 3 clusters Score -666976.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -666981.375000 Penalty: 3011.346191
	Iteration 36Q: 3 clusters Score -666981.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -666981.687500 Penalty: 3011.346191
	Iteration 37Q: 3 clusters Score -666981.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -666982.250000 Penalty: 3011.346191
	Iteration 38Q: 3 clusters Score -666982.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -666982.250000 Penalty: 3011.346191
	Iteration 39F: 3 clusters Score -666982.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Entering Unmasked Estep 
Score: -744848.562500 Penalty: 1521.246216
	Iteration 0F: 2 clusters Score -744848.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -736698.750000 Penalty: 3042.492432
	Iteration 0F: 3 clusters Score -736698.8 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -739452.125000 Penalty: 3042.492432
	Iteration 1F: 3 clusters Score -739452.1 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -739762.250000 Penalty: 3042.492432
	Iteration 2F: 3 clusters Score -739762.2 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -740055.125000 Penalty: 3042.492432
	Iteration 3Q: 3 clusters Score -740055.1 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -740344.500000 Penalty: 3042.492432
	Iteration 4Q: 3 clusters Score -740344.5 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -740643.562500 Penalty: 3042.492432
	Iteration 5Q: 3 clusters Score -740643.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -740915.375000 Penalty: 3042.492432
	Iteration 6Q: 3 clusters Score -740915.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -741167.625000 Penalty: 3042.492432
	Iteration 7Q: 3 clusters Score -741167.6 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -741424.062500 Penalty: 3042.492432
	Iteration 8Q: 3 clusters Score -741424.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -741678.687500 Penalty: 3042.492432
	Iteration 9Q: 3 clusters Score -741678.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -741904.125000 Penalty: 3042.492432
	Iteration 10Q: 3 clusters Score -741904.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -742108.312500 Penalty: 3042.492432
	Iteration 11Q: 3 clusters Score -742108.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -742312.625000 Penalty: 3042.492432
	Iteration 12Q: 3 clusters Score -742312.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -742524.500000 Penalty: 3042.492432
	Iteration 13Q: 3 clusters Score -742524.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -742693.625000 Penalty: 3042.492432
	Iteration 14Q: 3 clusters Score -742693.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -742849.437500 Penalty: 3042.492432
	Iteration 15Q: 3 clusters Score -742849.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -742983.437500 Penalty: 3042.492432
	Iteration 16Q: 3 clusters Score -742983.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -743053.250000 Penalty: 3042.492432
	Iteration 17Q: 3 clusters Score -743053.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -743108.125000 Penalty: 3042.492432
	Iteration 18Q: 3 clusters Score -743108.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -743153.937500 Penalty: 3042.492432
	Iteration 19Q: 3 clusters Score -743153.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -743195.812500 Penalty: 3042.492432
	Iteration 20F: 3 clusters Score -743195.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -743236.687500 Penalty: 3042.492432
	Iteration 21Q: 3 clusters Score -743236.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -743274.125000 Penalty: 3042.492432
	Iteration 22Q: 3 clusters Score -743274.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -743307.687500 Penalty: 3042.492432
	Iteration 23Q: 3 clusters Score -743307.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -743342.562500 Penalty: 3042.492432
	Iteration 24Q: 3 clusters Score -743342.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -743375.312500 Penalty: 3042.492432
	Iteration 25Q: 3 clusters Score -743375.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -743389.937500 Penalty: 3042.492432
	Iteration 26Q: 3 clusters Score -743389.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -743405.000000 Penalty: 3042.492432
	Iteration 27Q: 3 clusters Score -743405 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -743417.000000 Penalty: 3042.492432
	Iteration 28Q: 3 clusters Score -743417 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -743433.187500 Penalty: 3042.492432
	Iteration 29Q: 3 clusters Score -743433.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -743448.500000 Penalty: 3042.492432
	Iteration 30Q: 3 clusters Score -743448.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -743460.187500 Penalty: 3042.492432
	Iteration 31Q: 3 clusters Score -743460.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -743477.937500 Penalty: 3042.492432
	Iteration 32Q: 3 clusters Score -743477.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -743496.437500 Penalty: 3042.492432
	Iteration 33Q: 3 clusters Score -743496.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -743514.437500 Penalty: 3042.492432
	Iteration 34Q: 3 clusters Score -743514.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -743533.187500 Penalty: 3042.492432
	Iteration 35Q: 3 clusters Score -743533.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -743557.812500 Penalty: 3042.492432
	Iteration 36Q: 3 clusters Score -743557.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -743581.875000 Penalty: 3042.492432
	Iteration 37Q: 3 clusters Score -743581.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -743601.750000 Penalty: 3042.492432
	Iteration 38Q: 3 clusters Score -743601.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -743619.312500 Penalty: 3042.492432
	Iteration 39Q: 3 clusters Score -743619.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -743632.187500 Penalty: 3042.492432
	Iteration 40F: 3 clusters Score -743632.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -743643.000000 Penalty: 3042.492432
	Iteration 41Q: 3 clusters Score -743643 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -743655.062500 Penalty: 3042.492432
	Iteration 42Q: 3 clusters Score -743655.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -743665.500000 Penalty: 3042.492432
	Iteration 43Q: 3 clusters Score -743665.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -743671.687500 Penalty: 3042.492432
	Iteration 44Q: 3 clusters Score -743671.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -743675.812500 Penalty: 3042.492432
	Iteration 45Q: 3 clusters Score -743675.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -743680.875000 Penalty: 3042.492432
	Iteration 46Q: 3 clusters Score -743680.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -743680.750000 Penalty: 3042.492432
	Iteration 47Q: 3 clusters Score -743680.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -743683.250000 Penalty: 3042.492432
	Iteration 48Q: 3 clusters Score -743683.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -743687.375000 Penalty: 3042.492432
	Iteration 49Q: 3 clusters Score -743687.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -743688.187500 Penalty: 3042.492432
	Iteration 50Q: 3 clusters Score -743688.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -743689.750000 Penalty: 3042.492432
	Iteration 51Q: 3 clusters Score -743689.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -743691.437500 Penalty: 3042.492432
	Iteration 52Q: 3 clusters Score -743691.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -743693.562500 Penalty: 3042.492432
	Iteration 53Q: 3 clusters Score -743693.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -743695.125000 Penalty: 3042.492432
	Iteration 54Q: 3 clusters Score -743695.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -743693.937500 Penalty: 3042.492432
	Iteration 55Q: 3 clusters Score -743693.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -743695.125000 Penalty: 3042.492432
	Iteration 56Q: 3 clusters Score -743695.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -743696.562500 Penalty: 3042.492432
	Iteration 57Q: 3 clusters Score -743696.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -743699.750000 Penalty: 3042.492432
	Iteration 58Q: 3 clusters Score -743699.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -743699.937500 Penalty: 3042.492432
	Iteration 59Q: 3 clusters Score -743699.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -743702.687500 Penalty: 3042.492432
	Iteration 60F: 3 clusters Score -743702.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -743703.562500 Penalty: 3042.492432
	Iteration 61Q: 3 clusters Score -743703.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -743706.812500 Penalty: 3042.492432
	Iteration 62Q: 3 clusters Score -743706.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -743708.000000 Penalty: 3042.492432
	Iteration 63Q: 3 clusters Score -743708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -743708.812500 Penalty: 3042.492432
	Iteration 64Q: 3 clusters Score -743708.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -743712.312500 Penalty: 3042.492432
	Iteration 65Q: 3 clusters Score -743712.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -743713.687500 Penalty: 3042.492432
	Iteration 66Q: 3 clusters Score -743713.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -743715.125000 Penalty: 3042.492432
	Iteration 67Q: 3 clusters Score -743715.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -743716.875000 Penalty: 3042.492432
	Iteration 68Q: 3 clusters Score -743716.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -743719.125000 Penalty: 3042.492432
	Iteration 69Q: 3 clusters Score -743719.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -743719.687500 Penalty: 3042.492432
	Iteration 70Q: 3 clusters Score -743719.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -743719.375000 Penalty: 3042.492432
	Iteration 71Q: 3 clusters Score -743719.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -743719.937500 Penalty: 3042.492432
	Iteration 72Q: 3 clusters Score -743719.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -743723.437500 Penalty: 3042.492432
	Iteration 73Q: 3 clusters Score -743723.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -743723.750000 Penalty: 3042.492432
	Iteration 74Q: 3 clusters Score -743723.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -743727.437500 Penalty: 3042.492432
	Iteration 75Q: 3 clusters Score -743727.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -743726.437500 Penalty: 3042.492432
	Iteration 76Q: 3 clusters Score -743726.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -743730.062500 Penalty: 3042.492432
	Iteration 77Q: 3 clusters Score -743730.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -743732.062500 Penalty: 3042.492432
	Iteration 78Q: 3 clusters Score -743732.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -743732.187500 Penalty: 3042.492432
	Iteration 79Q: 3 clusters Score -743732.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -743735.500000 Penalty: 3042.492432
	Iteration 80F: 3 clusters Score -743735.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -743735.875000 Penalty: 3042.492432
	Iteration 81Q: 3 clusters Score -743735.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -743737.687500 Penalty: 3042.492432
	Iteration 82Q: 3 clusters Score -743737.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -743737.937500 Penalty: 3042.492432
	Iteration 83Q: 3 clusters Score -743737.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -743738.625000 Penalty: 3042.492432
	Iteration 84Q: 3 clusters Score -743738.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -743739.062500 Penalty: 3042.492432
	Iteration 85Q: 3 clusters Score -743739.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -743739.812500 Penalty: 3042.492432
	Iteration 86Q: 3 clusters Score -743739.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -743739.062500 Penalty: 3042.492432
	Iteration 87Q: 3 clusters Score -743739.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -743739.187500 Penalty: 3042.492432
	Iteration 88Q: 3 clusters Score -743739.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -743739.312500 Penalty: 3042.492432
	Iteration 89Q: 3 clusters Score -743739.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -743739.312500 Penalty: 3042.492432
	Iteration 90F: 3 clusters Score -743739.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Entering Unmasked Estep 
Score: -456631.468750 Penalty: 1447.465088
	Iteration 0F: 2 clusters Score -456631.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -451159.187500 Penalty: 2894.930176
	Iteration 0F: 3 clusters Score -451159.2 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -452750.468750 Penalty: 2894.930176
	Iteration 1F: 3 clusters Score -452750.5 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -452971.593750 Penalty: 2894.930176
	Iteration 2F: 3 clusters Score -452971.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -453146.000000 Penalty: 2894.930176
	Iteration 3Q: 3 clusters Score -453146 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -453309.375000 Penalty: 2894.930176
	Iteration 4Q: 3 clusters Score -453309.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -453491.218750 Penalty: 2894.930176
	Iteration 5Q: 3 clusters Score -453491.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -453706.000000 Penalty: 2894.930176
	Iteration 6Q: 3 clusters Score -453706 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -453939.562500 Penalty: 2894.930176
	Iteration 7Q: 3 clusters Score -453939.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -454181.125000 Penalty: 2894.930176
	Iteration 8Q: 3 clusters Score -454181.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -454449.625000 Penalty: 2894.930176
	Iteration 9Q: 3 clusters Score -454449.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -454661.093750 Penalty: 2894.930176
	Iteration 10Q: 3 clusters Score -454661.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -454841.281250 Penalty: 2894.930176
	Iteration 11Q: 3 clusters Score -454841.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -454981.250000 Penalty: 2894.930176
	Iteration 12Q: 3 clusters Score -454981.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -455093.531250 Penalty: 2894.930176
	Iteration 13Q: 3 clusters Score -455093.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -455192.875000 Penalty: 2894.930176
	Iteration 14Q: 3 clusters Score -455192.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -455253.750000 Penalty: 2894.930176
	Iteration 15Q: 3 clusters Score -455253.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -455297.312500 Penalty: 2894.930176
	Iteration 16Q: 3 clusters Score -455297.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -455318.750000 Penalty: 2894.930176
	Iteration 17Q: 3 clusters Score -455318.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -455333.093750 Penalty: 2894.930176
	Iteration 18Q: 3 clusters Score -455333.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -455344.156250 Penalty: 2894.930176
	Iteration 19Q: 3 clusters Score -455344.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -455354.000000 Penalty: 2894.930176
	Iteration 20F: 3 clusters Score -455354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -455364.750000 Penalty: 2894.930176
	Iteration 21Q: 3 clusters Score -455364.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -455375.906250 Penalty: 2894.930176
	Iteration 22Q: 3 clusters Score -455375.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -455386.468750 Penalty: 2894.930176
	Iteration 23Q: 3 clusters Score -455386.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -455392.843750 Penalty: 2894.930176
	Iteration 24Q: 3 clusters Score -455392.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -455394.312500 Penalty: 2894.930176
	Iteration 25Q: 3 clusters Score -455394.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -455397.781250 Penalty: 2894.930176
	Iteration 26Q: 3 clusters Score -455397.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -455398.625000 Penalty: 2894.930176
	Iteration 27Q: 3 clusters Score -455398.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -455399.718750 Penalty: 2894.930176
	Iteration 28Q: 3 clusters Score -455399.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -455399.718750 Penalty: 2894.930176
	Iteration 29F: 3 clusters Score -455399.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Entering Unmasked Estep 
Score: -137639.703125 Penalty: 1251.297974
	Iteration 0F: 2 clusters Score -137639.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -135405.765625 Penalty: 2502.595947
	Iteration 0F: 3 clusters Score -135405.8 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -135872.671875 Penalty: 2502.595947
	Iteration 1F: 3 clusters Score -135872.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -136004.625000 Penalty: 2502.595947
	Iteration 2F: 3 clusters Score -136004.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -136084.703125 Penalty: 2502.595947
	Iteration 3F: 3 clusters Score -136084.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -136140.046875 Penalty: 2502.595947
	Iteration 4Q: 3 clusters Score -136140 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -136188.453125 Penalty: 2502.595947
	Iteration 5Q: 3 clusters Score -136188.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -136222.843750 Penalty: 2502.595947
	Iteration 6Q: 3 clusters Score -136222.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -136246.828125 Penalty: 2502.595947
	Iteration 7Q: 3 clusters Score -136246.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -136273.625000 Penalty: 2502.595947
	Iteration 8Q: 3 clusters Score -136273.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -136295.625000 Penalty: 2502.595947
	Iteration 9Q: 3 clusters Score -136295.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -136324.109375 Penalty: 2502.595947
	Iteration 10Q: 3 clusters Score -136324.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -136352.906250 Penalty: 2502.595947
	Iteration 11Q: 3 clusters Score -136352.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -136376.250000 Penalty: 2502.595947
	Iteration 12Q: 3 clusters Score -136376.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -136411.593750 Penalty: 2502.595947
	Iteration 13Q: 3 clusters Score -136411.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -136440.671875 Penalty: 2502.595947
	Iteration 14Q: 3 clusters Score -136440.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -136461.421875 Penalty: 2502.595947
	Iteration 15Q: 3 clusters Score -136461.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -136474.875000 Penalty: 2502.595947
	Iteration 16Q: 3 clusters Score -136474.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -136486.781250 Penalty: 2502.595947
	Iteration 17Q: 3 clusters Score -136486.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -136501.390625 Penalty: 2502.595947
	Iteration 18Q: 3 clusters Score -136501.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -136513.406250 Penalty: 2502.595947
	Iteration 19Q: 3 clusters Score -136513.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -136522.625000 Penalty: 2502.595947
	Iteration 20F: 3 clusters Score -136522.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -136529.765625 Penalty: 2502.595947
	Iteration 21Q: 3 clusters Score -136529.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -136536.500000 Penalty: 2502.595947
	Iteration 22Q: 3 clusters Score -136536.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -136542.281250 Penalty: 2502.595947
	Iteration 23Q: 3 clusters Score -136542.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -136546.828125 Penalty: 2502.595947
	Iteration 24Q: 3 clusters Score -136546.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -136548.375000 Penalty: 2502.595947
	Iteration 25Q: 3 clusters Score -136548.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -136550.218750 Penalty: 2502.595947
	Iteration 26Q: 3 clusters Score -136550.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -136552.218750 Penalty: 2502.595947
	Iteration 27Q: 3 clusters Score -136552.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -136555.125000 Penalty: 2502.595947
	Iteration 28Q: 3 clusters Score -136555.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -136557.328125 Penalty: 2502.595947
	Iteration 29Q: 3 clusters Score -136557.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -136558.968750 Penalty: 2502.595947
	Iteration 30Q: 3 clusters Score -136559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -136560.296875 Penalty: 2502.595947
	Iteration 31Q: 3 clusters Score -136560.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -136561.093750 Penalty: 2502.595947
	Iteration 32Q: 3 clusters Score -136561.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -136562.671875 Penalty: 2502.595947
	Iteration 33Q: 3 clusters Score -136562.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -136563.906250 Penalty: 2502.595947
	Iteration 34Q: 3 clusters Score -136563.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -136566.031250 Penalty: 2502.595947
	Iteration 35Q: 3 clusters Score -136566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -136567.453125 Penalty: 2502.595947
	Iteration 36Q: 3 clusters Score -136567.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -136569.343750 Penalty: 2502.595947
	Iteration 37Q: 3 clusters Score -136569.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -136571.640625 Penalty: 2502.595947
	Iteration 38Q: 3 clusters Score -136571.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -136573.578125 Penalty: 2502.595947
	Iteration 39Q: 3 clusters Score -136573.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -136575.093750 Penalty: 2502.595947
	Iteration 40F: 3 clusters Score -136575.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -136577.718750 Penalty: 2502.595947
	Iteration 41Q: 3 clusters Score -136577.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -136579.593750 Penalty: 2502.595947
	Iteration 42Q: 3 clusters Score -136579.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -136580.515625 Penalty: 2502.595947
	Iteration 43Q: 3 clusters Score -136580.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -136581.187500 Penalty: 2502.595947
	Iteration 44Q: 3 clusters Score -136581.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -136582.468750 Penalty: 2502.595947
	Iteration 45Q: 3 clusters Score -136582.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -136587.234375 Penalty: 2502.595947
	Iteration 46Q: 3 clusters Score -136587.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -136591.453125 Penalty: 2502.595947
	Iteration 47Q: 3 clusters Score -136591.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -136593.640625 Penalty: 2502.595947
	Iteration 48Q: 3 clusters Score -136593.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -136595.187500 Penalty: 2502.595947
	Iteration 49Q: 3 clusters Score -136595.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -136596.687500 Penalty: 2502.595947
	Iteration 50Q: 3 clusters Score -136596.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -136597.390625 Penalty: 2502.595947
	Iteration 51Q: 3 clusters Score -136597.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -136597.390625 Penalty: 2502.595947
	Iteration 52F: 3 clusters Score -136597.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Entering Unmasked Estep 
Score: -193732.046875 Penalty: 1291.037598
	Iteration 0F: 2 clusters Score -193732 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 1426 members 
Entering Unmasked Estep 
Score: -191124.718750 Penalty: 2582.075195
	Iteration 0F: 3 clusters Score -191124.7 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -191714.859375 Penalty: 2582.075195
	Iteration 1F: 3 clusters Score -191714.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -191833.125000 Penalty: 2582.075195
	Iteration 2F: 3 clusters Score -191833.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -191906.640625 Penalty: 2582.075195
	Iteration 3Q: 3 clusters Score -191906.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -191953.328125 Penalty: 2582.075195
	Iteration 4Q: 3 clusters Score -191953.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -191981.765625 Penalty: 2582.075195
	Iteration 5Q: 3 clusters Score -191981.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -192000.375000 Penalty: 2582.075195
	Iteration 6Q: 3 clusters Score -192000.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -192017.453125 Penalty: 2582.075195
	Iteration 7Q: 3 clusters Score -192017.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -192031.625000 Penalty: 2582.075195
	Iteration 8Q: 3 clusters Score -192031.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -192043.484375 Penalty: 2582.075195
	Iteration 9Q: 3 clusters Score -192043.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -192050.171875 Penalty: 2582.075195
	Iteration 10Q: 3 clusters Score -192050.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -192056.531250 Penalty: 2582.075195
	Iteration 11Q: 3 clusters Score -192056.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -192062.578125 Penalty: 2582.075195
	Iteration 12Q: 3 clusters Score -192062.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -192073.671875 Penalty: 2582.075195
	Iteration 13Q: 3 clusters Score -192073.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -192084.171875 Penalty: 2582.075195
	Iteration 14Q: 3 clusters Score -192084.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -192096.531250 Penalty: 2582.075195
	Iteration 15Q: 3 clusters Score -192096.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -192110.312500 Penalty: 2582.075195
	Iteration 16Q: 3 clusters Score -192110.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -192124.015625 Penalty: 2582.075195
	Iteration 17Q: 3 clusters Score -192124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -192134.718750 Penalty: 2582.075195
	Iteration 18Q: 3 clusters Score -192134.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -192145.062500 Penalty: 2582.075195
	Iteration 19Q: 3 clusters Score -192145.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -192155.937500 Penalty: 2582.075195
	Iteration 20F: 3 clusters Score -192155.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -192165.890625 Penalty: 2582.075195
	Iteration 21Q: 3 clusters Score -192165.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -192176.843750 Penalty: 2582.075195
	Iteration 22Q: 3 clusters Score -192176.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -192189.015625 Penalty: 2582.075195
	Iteration 23Q: 3 clusters Score -192189 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -192205.734375 Penalty: 2582.075195
	Iteration 24Q: 3 clusters Score -192205.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -192218.703125 Penalty: 2582.075195
	Iteration 25Q: 3 clusters Score -192218.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -192234.140625 Penalty: 2582.075195
	Iteration 26Q: 3 clusters Score -192234.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -192248.875000 Penalty: 2582.075195
	Iteration 27Q: 3 clusters Score -192248.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -192264.390625 Penalty: 2582.075195
	Iteration 28Q: 3 clusters Score -192264.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -192284.296875 Penalty: 2582.075195
	Iteration 29Q: 3 clusters Score -192284.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -192304.046875 Penalty: 2582.075195
	Iteration 30Q: 3 clusters Score -192304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -192320.921875 Penalty: 2582.075195
	Iteration 31Q: 3 clusters Score -192320.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -192336.953125 Penalty: 2582.075195
	Iteration 32Q: 3 clusters Score -192337 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -192347.171875 Penalty: 2582.075195
	Iteration 33Q: 3 clusters Score -192347.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -192354.906250 Penalty: 2582.075195
	Iteration 34Q: 3 clusters Score -192354.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -192357.375000 Penalty: 2582.075195
	Iteration 35Q: 3 clusters Score -192357.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -192360.531250 Penalty: 2582.075195
	Iteration 36Q: 3 clusters Score -192360.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -192366.812500 Penalty: 2582.075195
	Iteration 37Q: 3 clusters Score -192366.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -192373.578125 Penalty: 2582.075195
	Iteration 38Q: 3 clusters Score -192373.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -192379.609375 Penalty: 2582.075195
	Iteration 39Q: 3 clusters Score -192379.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -192384.593750 Penalty: 2582.075195
	Iteration 40F: 3 clusters Score -192384.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -192388.687500 Penalty: 2582.075195
	Iteration 41Q: 3 clusters Score -192388.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -192396.171875 Penalty: 2582.075195
	Iteration 42Q: 3 clusters Score -192396.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -192409.609375 Penalty: 2582.075195
	Iteration 43Q: 3 clusters Score -192409.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -192421.093750 Penalty: 2582.075195
	Iteration 44Q: 3 clusters Score -192421.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -192428.875000 Penalty: 2582.075195
	Iteration 45Q: 3 clusters Score -192428.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -192434.687500 Penalty: 2582.075195
	Iteration 46Q: 3 clusters Score -192434.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -192442.546875 Penalty: 2582.075195
	Iteration 47Q: 3 clusters Score -192442.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -192449.328125 Penalty: 2582.075195
	Iteration 48Q: 3 clusters Score -192449.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -192457.953125 Penalty: 2582.075195
	Iteration 49Q: 3 clusters Score -192458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -192466.046875 Penalty: 2582.075195
	Iteration 50Q: 3 clusters Score -192466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -192471.062500 Penalty: 2582.075195
	Iteration 51Q: 3 clusters Score -192471.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -192473.296875 Penalty: 2582.075195
	Iteration 52Q: 3 clusters Score -192473.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -192475.078125 Penalty: 2582.075195
	Iteration 53Q: 3 clusters Score -192475.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -192476.546875 Penalty: 2582.075195
	Iteration 54Q: 3 clusters Score -192476.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -192478.531250 Penalty: 2582.075195
	Iteration 55Q: 3 clusters Score -192478.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -192481.250000 Penalty: 2582.075195
	Iteration 56Q: 3 clusters Score -192481.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -192484.734375 Penalty: 2582.075195
	Iteration 57Q: 3 clusters Score -192484.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -192486.406250 Penalty: 2582.075195
	Iteration 58Q: 3 clusters Score -192486.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -192488.015625 Penalty: 2582.075195
	Iteration 59Q: 3 clusters Score -192488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -192489.703125 Penalty: 2582.075195
	Iteration 60F: 3 clusters Score -192489.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -192493.343750 Penalty: 2582.075195
	Iteration 61Q: 3 clusters Score -192493.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -192497.593750 Penalty: 2582.075195
	Iteration 62Q: 3 clusters Score -192497.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -192500.656250 Penalty: 2582.075195
	Iteration 63Q: 3 clusters Score -192500.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -192501.656250 Penalty: 2582.075195
	Iteration 64Q: 3 clusters Score -192501.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -192502.906250 Penalty: 2582.075195
	Iteration 65Q: 3 clusters Score -192502.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -192504.781250 Penalty: 2582.075195
	Iteration 66Q: 3 clusters Score -192504.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -192507.078125 Penalty: 2582.075195
	Iteration 67Q: 3 clusters Score -192507.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -192508.046875 Penalty: 2582.075195
	Iteration 68Q: 3 clusters Score -192508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -192509.093750 Penalty: 2582.075195
	Iteration 69Q: 3 clusters Score -192509.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -192511.031250 Penalty: 2582.075195
	Iteration 70Q: 3 clusters Score -192511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -192512.171875 Penalty: 2582.075195
	Iteration 71Q: 3 clusters Score -192512.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -192513.500000 Penalty: 2582.075195
	Iteration 72Q: 3 clusters Score -192513.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -192514.687500 Penalty: 2582.075195
	Iteration 73Q: 3 clusters Score -192514.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -192515.015625 Penalty: 2582.075195
	Iteration 74Q: 3 clusters Score -192515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -192515.015625 Penalty: 2582.075195
	Iteration 75F: 3 clusters Score -192515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Entering Unmasked Estep 
Score: -574737.312500 Penalty: 1487.916992
	Iteration 0F: 2 clusters Score -574737.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -567873.125000 Penalty: 2975.833984
	Iteration 0F: 3 clusters Score -567873.1 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -570094.750000 Penalty: 2975.833984
	Iteration 1F: 3 clusters Score -570094.8 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -570331.687500 Penalty: 2975.833984
	Iteration 2F: 3 clusters Score -570331.7 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -570521.062500 Penalty: 2975.833984
	Iteration 3Q: 3 clusters Score -570521.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -570689.937500 Penalty: 2975.833984
	Iteration 4Q: 3 clusters Score -570689.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -570883.687500 Penalty: 2975.833984
	Iteration 5Q: 3 clusters Score -570883.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -571092.687500 Penalty: 2975.833984
	Iteration 6Q: 3 clusters Score -571092.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -571333.312500 Penalty: 2975.833984
	Iteration 7Q: 3 clusters Score -571333.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -571577.750000 Penalty: 2975.833984
	Iteration 8Q: 3 clusters Score -571577.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -571837.125000 Penalty: 2975.833984
	Iteration 9Q: 3 clusters Score -571837.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -572132.937500 Penalty: 2975.833984
	Iteration 10Q: 3 clusters Score -572132.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -572460.187500 Penalty: 2975.833984
	Iteration 11Q: 3 clusters Score -572460.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -572775.187500 Penalty: 2975.833984
	Iteration 12Q: 3 clusters Score -572775.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -572966.500000 Penalty: 2975.833984
	Iteration 13Q: 3 clusters Score -572966.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -573082.187500 Penalty: 2975.833984
	Iteration 14Q: 3 clusters Score -573082.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -573155.625000 Penalty: 2975.833984
	Iteration 15Q: 3 clusters Score -573155.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -573205.812500 Penalty: 2975.833984
	Iteration 16Q: 3 clusters Score -573205.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -573249.625000 Penalty: 2975.833984
	Iteration 17Q: 3 clusters Score -573249.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -573290.125000 Penalty: 2975.833984
	Iteration 18Q: 3 clusters Score -573290.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -573337.500000 Penalty: 2975.833984
	Iteration 19Q: 3 clusters Score -573337.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -573391.187500 Penalty: 2975.833984
	Iteration 20F: 3 clusters Score -573391.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -573448.125000 Penalty: 2975.833984
	Iteration 21Q: 3 clusters Score -573448.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -573496.125000 Penalty: 2975.833984
	Iteration 22Q: 3 clusters Score -573496.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -573537.750000 Penalty: 2975.833984
	Iteration 23Q: 3 clusters Score -573537.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -573603.375000 Penalty: 2975.833984
	Iteration 24Q: 3 clusters Score -573603.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -573678.062500 Penalty: 2975.833984
	Iteration 25Q: 3 clusters Score -573678.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -573761.875000 Penalty: 2975.833984
	Iteration 26Q: 3 clusters Score -573761.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -573843.125000 Penalty: 2975.833984
	Iteration 27Q: 3 clusters Score -573843.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -573910.125000 Penalty: 2975.833984
	Iteration 28Q: 3 clusters Score -573910.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -573980.000000 Penalty: 2975.833984
	Iteration 29Q: 3 clusters Score -573980 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -574037.000000 Penalty: 2975.833984
	Iteration 30Q: 3 clusters Score -574037 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -574084.312500 Penalty: 2975.833984
	Iteration 31Q: 3 clusters Score -574084.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -574127.375000 Penalty: 2975.833984
	Iteration 32Q: 3 clusters Score -574127.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -574160.187500 Penalty: 2975.833984
	Iteration 33Q: 3 clusters Score -574160.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -574197.687500 Penalty: 2975.833984
	Iteration 34Q: 3 clusters Score -574197.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -574219.750000 Penalty: 2975.833984
	Iteration 35Q: 3 clusters Score -574219.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -574231.687500 Penalty: 2975.833984
	Iteration 36Q: 3 clusters Score -574231.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -574241.000000 Penalty: 2975.833984
	Iteration 37Q: 3 clusters Score -574241 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -574246.687500 Penalty: 2975.833984
	Iteration 38Q: 3 clusters Score -574246.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -574252.000000 Penalty: 2975.833984
	Iteration 39Q: 3 clusters Score -574252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -574255.250000 Penalty: 2975.833984
	Iteration 40F: 3 clusters Score -574255.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -574255.625000 Penalty: 2975.833984
	Iteration 41Q: 3 clusters Score -574255.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -574259.875000 Penalty: 2975.833984
	Iteration 42Q: 3 clusters Score -574259.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -574261.937500 Penalty: 2975.833984
	Iteration 43Q: 3 clusters Score -574261.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -574265.187500 Penalty: 2975.833984
	Iteration 44Q: 3 clusters Score -574265.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -574266.312500 Penalty: 2975.833984
	Iteration 45Q: 3 clusters Score -574266.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -574267.937500 Penalty: 2975.833984
	Iteration 46Q: 3 clusters Score -574267.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -574269.250000 Penalty: 2975.833984
	Iteration 47Q: 3 clusters Score -574269.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -574269.875000 Penalty: 2975.833984
	Iteration 48Q: 3 clusters Score -574269.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -574271.125000 Penalty: 2975.833984
	Iteration 49Q: 3 clusters Score -574271.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -574271.125000 Penalty: 2975.833984
	Iteration 50F: 3 clusters Score -574271.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Entering Unmasked Estep 
Score: -1318644.125000 Penalty: 1611.062256
	Iteration 0F: 2 clusters Score -1318644 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 10197 members 
Entering Unmasked Estep 
Score: -1304990.625000 Penalty: 3222.124512
	Iteration 0F: 3 clusters Score -1304991 nChanged 9115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1309975.375000 Penalty: 3222.124512
	Iteration 1F: 3 clusters Score -1309975 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1310446.125000 Penalty: 3222.124512
	Iteration 2F: 3 clusters Score -1310446 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1310942.500000 Penalty: 3222.124512
	Iteration 3F: 3 clusters Score -1310942 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1311579.125000 Penalty: 3222.124512
	Iteration 4F: 3 clusters Score -1311579 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -1312388.375000 Penalty: 3222.124512
	Iteration 5F: 3 clusters Score -1312388 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -1313387.875000 Penalty: 3222.124512
	Iteration 6F: 3 clusters Score -1313388 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -1314459.375000 Penalty: 3222.124512
	Iteration 7F: 3 clusters Score -1314459 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -1315296.500000 Penalty: 3222.124512
	Iteration 8Q: 3 clusters Score -1315296 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -1315877.000000 Penalty: 3222.124512
	Iteration 9Q: 3 clusters Score -1315877 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -1316320.250000 Penalty: 3222.124512
	Iteration 10Q: 3 clusters Score -1316320 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -1316566.750000 Penalty: 3222.124512
	Iteration 11Q: 3 clusters Score -1316567 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -1316723.000000 Penalty: 3222.124512
	Iteration 12Q: 3 clusters Score -1316723 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -1316829.875000 Penalty: 3222.124512
	Iteration 13Q: 3 clusters Score -1316830 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -1316924.875000 Penalty: 3222.124512
	Iteration 14Q: 3 clusters Score -1316925 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -1316980.250000 Penalty: 3222.124512
	Iteration 15Q: 3 clusters Score -1316980 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -1317024.875000 Penalty: 3222.124512
	Iteration 16Q: 3 clusters Score -1317025 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -1317056.375000 Penalty: 3222.124512
	Iteration 17Q: 3 clusters Score -1317056 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -1317085.875000 Penalty: 3222.124512
	Iteration 18Q: 3 clusters Score -1317086 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -1317115.250000 Penalty: 3222.124512
	Iteration 19Q: 3 clusters Score -1317115 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -1317128.625000 Penalty: 3222.124512
	Iteration 20F: 3 clusters Score -1317129 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -1317140.250000 Penalty: 3222.124512
	Iteration 21Q: 3 clusters Score -1317140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -1317144.125000 Penalty: 3222.124512
	Iteration 22Q: 3 clusters Score -1317144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -1317147.875000 Penalty: 3222.124512
	Iteration 23Q: 3 clusters Score -1317148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -1317157.500000 Penalty: 3222.124512
	Iteration 24Q: 3 clusters Score -1317158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -1317157.750000 Penalty: 3222.124512
	Iteration 25Q: 3 clusters Score -1317158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -1317158.500000 Penalty: 3222.124512
	Iteration 26Q: 3 clusters Score -1317158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -1317164.875000 Penalty: 3222.124512
	Iteration 27Q: 3 clusters Score -1317165 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -1317169.875000 Penalty: 3222.124512
	Iteration 28Q: 3 clusters Score -1317170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -1317178.875000 Penalty: 3222.124512
	Iteration 29Q: 3 clusters Score -1317179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -1317180.750000 Penalty: 3222.124512
	Iteration 30Q: 3 clusters Score -1317181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -1317183.500000 Penalty: 3222.124512
	Iteration 31Q: 3 clusters Score -1317184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -1317190.250000 Penalty: 3222.124512
	Iteration 32Q: 3 clusters Score -1317190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -1317194.875000 Penalty: 3222.124512
	Iteration 33Q: 3 clusters Score -1317195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -1317200.375000 Penalty: 3222.124512
	Iteration 34Q: 3 clusters Score -1317200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -1317207.625000 Penalty: 3222.124512
	Iteration 35Q: 3 clusters Score -1317208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -1317216.500000 Penalty: 3222.124512
	Iteration 36Q: 3 clusters Score -1317216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -1317222.750000 Penalty: 3222.124512
	Iteration 37Q: 3 clusters Score -1317223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -1317226.625000 Penalty: 3222.124512
	Iteration 38Q: 3 clusters Score -1317227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -1317232.750000 Penalty: 3222.124512
	Iteration 39Q: 3 clusters Score -1317233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -1317233.125000 Penalty: 3222.124512
	Iteration 40F: 3 clusters Score -1317233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -1317238.750000 Penalty: 3222.124512
	Iteration 41Q: 3 clusters Score -1317239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -1317240.875000 Penalty: 3222.124512
	Iteration 42Q: 3 clusters Score -1317241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -1317243.375000 Penalty: 3222.124512
	Iteration 43Q: 3 clusters Score -1317243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -1317249.000000 Penalty: 3222.124512
	Iteration 44Q: 3 clusters Score -1317249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -1317250.125000 Penalty: 3222.124512
	Iteration 45Q: 3 clusters Score -1317250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -1317251.625000 Penalty: 3222.124512
	Iteration 46Q: 3 clusters Score -1317252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -1317253.750000 Penalty: 3222.124512
	Iteration 47Q: 3 clusters Score -1317254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -1317252.250000 Penalty: 3222.124512
	Iteration 48Q: 3 clusters Score -1317252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -1317255.125000 Penalty: 3222.124512
	Iteration 49Q: 3 clusters Score -1317255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -1317254.875000 Penalty: 3222.124512
	Iteration 50Q: 3 clusters Score -1317255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -1317254.125000 Penalty: 3222.124512
	Iteration 51Q: 3 clusters Score -1317254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -1317256.375000 Penalty: 3222.124512
	Iteration 52Q: 3 clusters Score -1317256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -1317257.000000 Penalty: 3222.124512
	Iteration 53Q: 3 clusters Score -1317257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -1317259.750000 Penalty: 3222.124512
	Iteration 54Q: 3 clusters Score -1317260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -1317262.500000 Penalty: 3222.124512
	Iteration 55Q: 3 clusters Score -1317262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -1317263.125000 Penalty: 3222.124512
	Iteration 56Q: 3 clusters Score -1317263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -1317263.125000 Penalty: 3222.124512
	Iteration 57Q: 3 clusters Score -1317263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -1317264.875000 Penalty: 3222.124512
	Iteration 58Q: 3 clusters Score -1317265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -1317266.000000 Penalty: 3222.124512
	Iteration 59Q: 3 clusters Score -1317266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -1317266.000000 Penalty: 3222.124512
	Iteration 60F: 3 clusters Score -1317266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Entering Unmasked Estep 
Score: -464616.250000 Penalty: 1437.555664
	Iteration 0F: 2 clusters Score -464616.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -459420.750000 Penalty: 2875.111328
	Iteration 0F: 3 clusters Score -459420.8 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -460910.343750 Penalty: 2875.111328
	Iteration 1F: 3 clusters Score -460910.3 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -461189.968750 Penalty: 2875.111328
	Iteration 2F: 3 clusters Score -461190 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -461415.312500 Penalty: 2875.111328
	Iteration 3F: 3 clusters Score -461415.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -461572.937500 Penalty: 2875.111328
	Iteration 4Q: 3 clusters Score -461572.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -461714.437500 Penalty: 2875.111328
	Iteration 5Q: 3 clusters Score -461714.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -461857.406250 Penalty: 2875.111328
	Iteration 6Q: 3 clusters Score -461857.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -462017.625000 Penalty: 2875.111328
	Iteration 7Q: 3 clusters Score -462017.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -462192.031250 Penalty: 2875.111328
	Iteration 8Q: 3 clusters Score -462192 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -462390.937500 Penalty: 2875.111328
	Iteration 9Q: 3 clusters Score -462390.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -462577.312500 Penalty: 2875.111328
	Iteration 10Q: 3 clusters Score -462577.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -462738.156250 Penalty: 2875.111328
	Iteration 11Q: 3 clusters Score -462738.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -462889.375000 Penalty: 2875.111328
	Iteration 12Q: 3 clusters Score -462889.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -463002.781250 Penalty: 2875.111328
	Iteration 13Q: 3 clusters Score -463002.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -463081.156250 Penalty: 2875.111328
	Iteration 14Q: 3 clusters Score -463081.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -463146.125000 Penalty: 2875.111328
	Iteration 15Q: 3 clusters Score -463146.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -463196.437500 Penalty: 2875.111328
	Iteration 16Q: 3 clusters Score -463196.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -463249.718750 Penalty: 2875.111328
	Iteration 17Q: 3 clusters Score -463249.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -463305.250000 Penalty: 2875.111328
	Iteration 18Q: 3 clusters Score -463305.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -463356.687500 Penalty: 2875.111328
	Iteration 19Q: 3 clusters Score -463356.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -463402.875000 Penalty: 2875.111328
	Iteration 20F: 3 clusters Score -463402.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -463431.375000 Penalty: 2875.111328
	Iteration 21Q: 3 clusters Score -463431.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -463455.718750 Penalty: 2875.111328
	Iteration 22Q: 3 clusters Score -463455.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -463484.187500 Penalty: 2875.111328
	Iteration 23Q: 3 clusters Score -463484.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -463499.187500 Penalty: 2875.111328
	Iteration 24Q: 3 clusters Score -463499.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -463513.312500 Penalty: 2875.111328
	Iteration 25Q: 3 clusters Score -463513.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -463526.187500 Penalty: 2875.111328
	Iteration 26Q: 3 clusters Score -463526.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -463535.500000 Penalty: 2875.111328
	Iteration 27Q: 3 clusters Score -463535.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -463540.343750 Penalty: 2875.111328
	Iteration 28Q: 3 clusters Score -463540.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -463545.531250 Penalty: 2875.111328
	Iteration 29Q: 3 clusters Score -463545.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -463548.250000 Penalty: 2875.111328
	Iteration 30Q: 3 clusters Score -463548.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -463549.093750 Penalty: 2875.111328
	Iteration 31Q: 3 clusters Score -463549.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -463551.000000 Penalty: 2875.111328
	Iteration 32Q: 3 clusters Score -463551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -463550.937500 Penalty: 2875.111328
	Iteration 33Q: 3 clusters Score -463550.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -463552.531250 Penalty: 2875.111328
	Iteration 34Q: 3 clusters Score -463552.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -463553.281250 Penalty: 2875.111328
	Iteration 35Q: 3 clusters Score -463553.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -463555.281250 Penalty: 2875.111328
	Iteration 36Q: 3 clusters Score -463555.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -463554.531250 Penalty: 2875.111328
	Iteration 37Q: 3 clusters Score -463554.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -463555.843750 Penalty: 2875.111328
	Iteration 38Q: 3 clusters Score -463555.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -463555.906250 Penalty: 2875.111328
	Iteration 39Q: 3 clusters Score -463555.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -463556.656250 Penalty: 2875.111328
	Iteration 40F: 3 clusters Score -463556.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -463556.968750 Penalty: 2875.111328
	Iteration 41Q: 3 clusters Score -463557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -463556.687500 Penalty: 2875.111328
	Iteration 42Q: 3 clusters Score -463556.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -463556.687500 Penalty: 2875.111328
	Iteration 43F: 3 clusters Score -463556.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (76782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76782 members 
Entering Unmasked Estep 
Score: -4821906.500000 Penalty: 1827.917969
	Iteration 0F: 2 clusters Score -4821906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -4770451.000000 Penalty: 3655.835938
	Iteration 0F: 3 clusters Score -4770451 nChanged 36431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -4791820.500000 Penalty: 3655.835938
	Iteration 1F: 3 clusters Score -4791820 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -4792566.000000 Penalty: 3655.835938
	Iteration 2Q: 3 clusters Score -4792566 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 44097 members 
Entering Unmasked Estep 
Score: -4793493.000000 Penalty: 3655.835938
	Iteration 3Q: 3 clusters Score -4793493 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 47020 members 
Entering Unmasked Estep 
Score: -4795045.500000 Penalty: 3655.835938
	Iteration 4Q: 3 clusters Score -4795046 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 51234 members 
Entering Unmasked Estep 
Score: -4797615.000000 Penalty: 3655.835938
	Iteration 5F: 3 clusters Score -4797615 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -4801882.500000 Penalty: 3655.835938
	Iteration 6F: 3 clusters Score -4801882 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 63432 members 
Entering Unmasked Estep 
Score: -4807600.000000 Penalty: 3655.835938
	Iteration 7F: 3 clusters Score -4807600 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 69356 members 
Entering Unmasked Estep 
Score: -4813194.500000 Penalty: 3655.835938
	Iteration 8F: 3 clusters Score -4813194 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 73537 members 
Entering Unmasked Estep 
Score: -4817265.500000 Penalty: 3655.835938
	Iteration 9F: 3 clusters Score -4817266 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 75620 members 
Entering Unmasked Estep 
Score: -4819194.500000 Penalty: 3655.835938
	Iteration 10Q: 3 clusters Score -4819194 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 76355 members 
Entering Unmasked Estep 
Score: -4819879.500000 Penalty: 3655.835938
	Iteration 11Q: 3 clusters Score -4819880 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 76556 members 
Entering Unmasked Estep 
Score: -4820119.500000 Penalty: 3655.835938
	Iteration 12Q: 3 clusters Score -4820120 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 76607 members 
Entering Unmasked Estep 
Score: -4820196.500000 Penalty: 3655.835938
	Iteration 13Q: 3 clusters Score -4820196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 76631 members 
Entering Unmasked Estep 
Score: -4820243.500000 Penalty: 3655.835938
	Iteration 14Q: 3 clusters Score -4820244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 76636 members 
Entering Unmasked Estep 
Score: -4820276.000000 Penalty: 3655.835938
	Iteration 15Q: 3 clusters Score -4820276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 76638 members 
Entering Unmasked Estep 
Score: -4820295.000000 Penalty: 3655.835938
	Iteration 16Q: 3 clusters Score -4820295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 76639 members 
Entering Unmasked Estep 
Score: -4820304.000000 Penalty: 3655.835938
	Iteration 17Q: 3 clusters Score -4820304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 76639 members 
Entering Unmasked Estep 
Score: -4820307.500000 Penalty: 3655.835938
	Iteration 18Q: 3 clusters Score -4820308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 76639 members 
Entering Unmasked Estep 
Score: -4820307.500000 Penalty: 3655.835938
	Iteration 19F: 3 clusters Score -4820308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 6149 members 
Mstep: Class 4 contains 6343 members 
Mstep: Class 5 contains 1296 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 494578 members 
Mstep: Class 10 contains 9928 members 
Mstep: Class 11 contains 10569 members 
Mstep: Class 12 contains 11632 members 
Mstep: Class 13 contains 7387 members 
Mstep: Class 16 contains 2209 members 
Mstep: Class 17 contains 2821 members 
Mstep: Class 18 contains 9475 members 
Mstep: Class 20 contains 20216 members 
Mstep: Class 21 contains 6950 members 
Mstep: Class 23 contains 76782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195760.000000 Penalty: 34918.949219
Iteration 119Q: 17 clusters Score -4.219576e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 6151 members 
Mstep: Class 4 contains 6347 members 
Mstep: Class 5 contains 1296 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 494530 members 
Mstep: Class 10 contains 9927 members 
Mstep: Class 11 contains 10569 members 
Mstep: Class 12 contains 11671 members 
Mstep: Class 13 contains 7383 members 
Mstep: Class 16 contains 2210 members 
Mstep: Class 17 contains 2836 members 
Mstep: Class 18 contains 9479 members 
Mstep: Class 20 contains 20221 members 
Mstep: Class 21 contains 6924 members 
Mstep: Class 23 contains 76785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195956.000000 Penalty: 34918.949219
Iteration 120F: 17 clusters Score -4.219596e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 6153 members 
Mstep: Class 4 contains 6345 members 
Mstep: Class 5 contains 1296 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 494489 members 
Mstep: Class 10 contains 9925 members 
Mstep: Class 11 contains 10566 members 
Mstep: Class 12 contains 11700 members 
Mstep: Class 13 contains 7383 members 
Mstep: Class 16 contains 2210 members 
Mstep: Class 17 contains 2854 members 
Mstep: Class 18 contains 9483 members 
Mstep: Class 20 contains 20230 members 
Mstep: Class 21 contains 6899 members 
Mstep: Class 23 contains 76785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42195940.000000 Penalty: 34918.949219
Iteration 121Q: 17 clusters Score -4.219594e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 6150 members 
Mstep: Class 4 contains 6345 members 
Mstep: Class 5 contains 1296 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 494409 members 
Mstep: Class 10 contains 9917 members 
Mstep: Class 11 contains 10573 members 
Mstep: Class 12 contains 11745 members 
Mstep: Class 13 contains 7375 members 
Mstep: Class 16 contains 2209 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 9485 members 
Mstep: Class 20 contains 20254 members 
Mstep: Class 21 contains 6881 members 
Mstep: Class 23 contains 76787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196176.000000 Penalty: 34918.949219
Iteration 122Q: 17 clusters Score -4.219618e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 6143 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 1296 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 494350 members 
Mstep: Class 10 contains 9913 members 
Mstep: Class 11 contains 10585 members 
Mstep: Class 12 contains 11791 members 
Mstep: Class 13 contains 7371 members 
Mstep: Class 16 contains 2208 members 
Mstep: Class 17 contains 2877 members 
Mstep: Class 18 contains 9489 members 
Mstep: Class 20 contains 20263 members 
Mstep: Class 21 contains 6853 members 
Mstep: Class 23 contains 76787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196308.000000 Penalty: 34918.949219
Iteration 123Q: 17 clusters Score -4.219631e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 6132 members 
Mstep: Class 4 contains 6347 members 
Mstep: Class 5 contains 1297 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 494270 members 
Mstep: Class 10 contains 9913 members 
Mstep: Class 11 contains 10599 members 
Mstep: Class 12 contains 11834 members 
Mstep: Class 13 contains 7375 members 
Mstep: Class 16 contains 2208 members 
Mstep: Class 17 contains 2899 members 
Mstep: Class 18 contains 9497 members 
Mstep: Class 20 contains 20266 members 
Mstep: Class 21 contains 6837 members 
Mstep: Class 23 contains 76789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196484.000000 Penalty: 34918.949219
Iteration 124Q: 17 clusters Score -4.219648e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 6126 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 1296 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 494193 members 
Mstep: Class 10 contains 9913 members 
Mstep: Class 11 contains 10618 members 
Mstep: Class 12 contains 11863 members 
Mstep: Class 13 contains 7379 members 
Mstep: Class 16 contains 2210 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 9504 members 
Mstep: Class 20 contains 20274 members 
Mstep: Class 21 contains 6827 members 
Mstep: Class 23 contains 76788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196640.000000 Penalty: 34918.949219
Iteration 125Q: 17 clusters Score -4.219664e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 6117 members 
Mstep: Class 4 contains 6348 members 
Mstep: Class 5 contains 1296 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 494137 members 
Mstep: Class 10 contains 9910 members 
Mstep: Class 11 contains 10636 members 
Mstep: Class 12 contains 11871 members 
Mstep: Class 13 contains 7383 members 
Mstep: Class 16 contains 2211 members 
Mstep: Class 17 contains 2921 members 
Mstep: Class 18 contains 9507 members 
Mstep: Class 20 contains 20294 members 
Mstep: Class 21 contains 6824 members 
Mstep: Class 23 contains 76790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196752.000000 Penalty: 34918.949219
Iteration 126Q: 17 clusters Score -4.219675e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 6113 members 
Mstep: Class 4 contains 6347 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 494063 members 
Mstep: Class 10 contains 9910 members 
Mstep: Class 11 contains 10656 members 
Mstep: Class 12 contains 11882 members 
Mstep: Class 13 contains 7379 members 
Mstep: Class 16 contains 2212 members 
Mstep: Class 17 contains 2925 members 
Mstep: Class 18 contains 9513 members 
Mstep: Class 20 contains 20309 members 
Mstep: Class 21 contains 6843 members 
Mstep: Class 23 contains 76790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196772.000000 Penalty: 34918.949219
Iteration 127Q: 17 clusters Score -4.219677e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 6103 members 
Mstep: Class 4 contains 6348 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 494020 members 
Mstep: Class 10 contains 9901 members 
Mstep: Class 11 contains 10675 members 
Mstep: Class 12 contains 11875 members 
Mstep: Class 13 contains 7377 members 
Mstep: Class 16 contains 2213 members 
Mstep: Class 17 contains 2931 members 
Mstep: Class 18 contains 9523 members 
Mstep: Class 20 contains 20319 members 
Mstep: Class 21 contains 6856 members 
Mstep: Class 23 contains 76790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196880.000000 Penalty: 34918.949219
Iteration 128Q: 17 clusters Score -4.219688e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 6094 members 
Mstep: Class 4 contains 6353 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 493958 members 
Mstep: Class 10 contains 9898 members 
Mstep: Class 11 contains 10685 members 
Mstep: Class 12 contains 11852 members 
Mstep: Class 13 contains 7370 members 
Mstep: Class 16 contains 2214 members 
Mstep: Class 17 contains 2939 members 
Mstep: Class 18 contains 9528 members 
Mstep: Class 20 contains 20340 members 
Mstep: Class 21 contains 6890 members 
Mstep: Class 23 contains 76787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196900.000000 Penalty: 34918.949219
Iteration 129Q: 17 clusters Score -4.21969e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 6084 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 1297 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 493931 members 
Mstep: Class 10 contains 9896 members 
Mstep: Class 11 contains 10690 members 
Mstep: Class 12 contains 11829 members 
Mstep: Class 13 contains 7365 members 
Mstep: Class 16 contains 2215 members 
Mstep: Class 17 contains 2939 members 
Mstep: Class 18 contains 9534 members 
Mstep: Class 20 contains 20368 members 
Mstep: Class 21 contains 6902 members 
Mstep: Class 23 contains 76791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196816.000000 Penalty: 34918.949219
Iteration 130Q: 17 clusters Score -4.219682e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 6079 members 
Mstep: Class 4 contains 6357 members 
Mstep: Class 5 contains 1298 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 493924 members 
Mstep: Class 10 contains 9891 members 
Mstep: Class 11 contains 10699 members 
Mstep: Class 12 contains 11808 members 
Mstep: Class 13 contains 7359 members 
Mstep: Class 16 contains 2216 members 
Mstep: Class 17 contains 2949 members 
Mstep: Class 18 contains 9538 members 
Mstep: Class 20 contains 20389 members 
Mstep: Class 21 contains 6892 members 
Mstep: Class 23 contains 76791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196844.000000 Penalty: 34918.949219
Iteration 131Q: 17 clusters Score -4.219684e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 6081 members 
Mstep: Class 4 contains 6365 members 
Mstep: Class 5 contains 1299 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 493906 members 
Mstep: Class 10 contains 9886 members 
Mstep: Class 11 contains 10718 members 
Mstep: Class 12 contains 11792 members 
Mstep: Class 13 contains 7351 members 
Mstep: Class 16 contains 2216 members 
Mstep: Class 17 contains 2966 members 
Mstep: Class 18 contains 9546 members 
Mstep: Class 20 contains 20396 members 
Mstep: Class 21 contains 6886 members 
Mstep: Class 23 contains 76789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196796.000000 Penalty: 34918.949219
Iteration 132Q: 17 clusters Score -4.21968e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 6083 members 
Mstep: Class 4 contains 6366 members 
Mstep: Class 5 contains 1300 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 493894 members 
Mstep: Class 10 contains 9874 members 
Mstep: Class 11 contains 10722 members 
Mstep: Class 12 contains 11779 members 
Mstep: Class 13 contains 7349 members 
Mstep: Class 16 contains 2216 members 
Mstep: Class 17 contains 2976 members 
Mstep: Class 18 contains 9553 members 
Mstep: Class 20 contains 20411 members 
Mstep: Class 21 contains 6891 members 
Mstep: Class 23 contains 76786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196820.000000 Penalty: 34918.949219
Iteration 133Q: 17 clusters Score -4.219682e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 6098 members 
Mstep: Class 4 contains 6365 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 493867 members 
Mstep: Class 10 contains 9860 members 
Mstep: Class 11 contains 10732 members 
Mstep: Class 12 contains 11762 members 
Mstep: Class 13 contains 7345 members 
Mstep: Class 16 contains 2216 members 
Mstep: Class 17 contains 2983 members 
Mstep: Class 18 contains 9558 members 
Mstep: Class 20 contains 20424 members 
Mstep: Class 21 contains 6896 members 
Mstep: Class 23 contains 76784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196788.000000 Penalty: 34918.949219
Iteration 134Q: 17 clusters Score -4.219679e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 6104 members 
Mstep: Class 4 contains 6363 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 493862 members 
Mstep: Class 10 contains 9850 members 
Mstep: Class 11 contains 10744 members 
Mstep: Class 12 contains 11750 members 
Mstep: Class 13 contains 7335 members 
Mstep: Class 16 contains 2216 members 
Mstep: Class 17 contains 2988 members 
Mstep: Class 18 contains 9561 members 
Mstep: Class 20 contains 20427 members 
Mstep: Class 21 contains 6901 members 
Mstep: Class 23 contains 76784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196852.000000 Penalty: 34918.949219
Iteration 135Q: 17 clusters Score -4.219685e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 6116 members 
Mstep: Class 4 contains 6364 members 
Mstep: Class 5 contains 1304 members 
Mstep: Class 8 contains 1278 members 
Mstep: Class 9 contains 493865 members 
Mstep: Class 10 contains 9839 members 
Mstep: Class 11 contains 10749 members 
Mstep: Class 12 contains 11734 members 
Mstep: Class 13 contains 7322 members 
Mstep: Class 16 contains 2215 members 
Mstep: Class 17 contains 2987 members 
Mstep: Class 18 contains 9565 members 
Mstep: Class 20 contains 20435 members 
Mstep: Class 21 contains 6903 members 
Mstep: Class 23 contains 76786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196800.000000 Penalty: 34918.949219
Iteration 136Q: 17 clusters Score -4.21968e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 6116 members 
Mstep: Class 4 contains 6366 members 
Mstep: Class 5 contains 1304 members 
Mstep: Class 8 contains 1278 members 
Mstep: Class 9 contains 493873 members 
Mstep: Class 10 contains 9832 members 
Mstep: Class 11 contains 10759 members 
Mstep: Class 12 contains 11718 members 
Mstep: Class 13 contains 7318 members 
Mstep: Class 16 contains 2214 members 
Mstep: Class 17 contains 2989 members 
Mstep: Class 18 contains 9571 members 
Mstep: Class 20 contains 20437 members 
Mstep: Class 21 contains 6894 members 
Mstep: Class 23 contains 76784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196896.000000 Penalty: 34918.949219
Iteration 137Q: 17 clusters Score -4.21969e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 6108 members 
Mstep: Class 4 contains 6365 members 
Mstep: Class 5 contains 1304 members 
Mstep: Class 8 contains 1278 members 
Mstep: Class 9 contains 493870 members 
Mstep: Class 10 contains 9834 members 
Mstep: Class 11 contains 10762 members 
Mstep: Class 12 contains 11709 members 
Mstep: Class 13 contains 7316 members 
Mstep: Class 16 contains 2213 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 9576 members 
Mstep: Class 20 contains 20434 members 
Mstep: Class 21 contains 6891 members 
Mstep: Class 23 contains 76783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196824.000000 Penalty: 34918.949219
Iteration 138Q: 17 clusters Score -4.219682e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 6095 members 
Mstep: Class 4 contains 6370 members 
Mstep: Class 5 contains 1304 members 
Mstep: Class 8 contains 1278 members 
Mstep: Class 9 contains 493866 members 
Mstep: Class 10 contains 9833 members 
Mstep: Class 11 contains 10764 members 
Mstep: Class 12 contains 11695 members 
Mstep: Class 13 contains 7314 members 
Mstep: Class 16 contains 2213 members 
Mstep: Class 17 contains 3004 members 
Mstep: Class 18 contains 9576 members 
Mstep: Class 20 contains 20430 members 
Mstep: Class 21 contains 6894 members 
Mstep: Class 23 contains 76781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196820.000000 Penalty: 34918.949219
Iteration 139Q: 17 clusters Score -4.219682e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 6090 members 
Mstep: Class 4 contains 6371 members 
Mstep: Class 5 contains 1304 members 
Mstep: Class 8 contains 1278 members 
Mstep: Class 9 contains 493858 members 
Mstep: Class 10 contains 9830 members 
Mstep: Class 11 contains 10769 members 
Mstep: Class 12 contains 11682 members 
Mstep: Class 13 contains 7312 members 
Mstep: Class 16 contains 2214 members 
Mstep: Class 17 contains 3014 members 
Mstep: Class 18 contains 9580 members 
Mstep: Class 20 contains 20426 members 
Mstep: Class 21 contains 6896 members 
Mstep: Class 23 contains 76783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196832.000000 Penalty: 34918.949219
Iteration 140F: 17 clusters Score -4.219683e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 6091 members 
Mstep: Class 4 contains 6369 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 8 contains 1279 members 
Mstep: Class 9 contains 493853 members 
Mstep: Class 10 contains 9831 members 
Mstep: Class 11 contains 10771 members 
Mstep: Class 12 contains 11672 members 
Mstep: Class 13 contains 7311 members 
Mstep: Class 16 contains 2215 members 
Mstep: Class 17 contains 3018 members 
Mstep: Class 18 contains 9583 members 
Mstep: Class 20 contains 20428 members 
Mstep: Class 21 contains 6891 members 
Mstep: Class 23 contains 76782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196848.000000 Penalty: 34918.949219
Iteration 141Q: 17 clusters Score -4.219685e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 6092 members 
Mstep: Class 4 contains 6370 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 8 contains 1279 members 
Mstep: Class 9 contains 493856 members 
Mstep: Class 10 contains 9829 members 
Mstep: Class 11 contains 10769 members 
Mstep: Class 12 contains 11654 members 
Mstep: Class 13 contains 7308 members 
Mstep: Class 16 contains 2215 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 9590 members 
Mstep: Class 20 contains 20433 members 
Mstep: Class 21 contains 6895 members 
Mstep: Class 23 contains 76780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196892.000000 Penalty: 34918.949219
Iteration 142Q: 17 clusters Score -4.219689e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 6092 members 
Mstep: Class 4 contains 6365 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 8 contains 1278 members 
Mstep: Class 9 contains 493848 members 
Mstep: Class 10 contains 9832 members 
Mstep: Class 11 contains 10770 members 
Mstep: Class 12 contains 11641 members 
Mstep: Class 13 contains 7302 members 
Mstep: Class 16 contains 2216 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 9595 members 
Mstep: Class 20 contains 20442 members 
Mstep: Class 21 contains 6900 members 
Mstep: Class 23 contains 76780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196888.000000 Penalty: 34918.949219
Iteration 143Q: 17 clusters Score -4.219689e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 6094 members 
Mstep: Class 4 contains 6361 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 8 contains 1278 members 
Mstep: Class 9 contains 493835 members 
Mstep: Class 10 contains 9840 members 
Mstep: Class 11 contains 10774 members 
Mstep: Class 12 contains 11622 members 
Mstep: Class 13 contains 7297 members 
Mstep: Class 16 contains 2216 members 
Mstep: Class 17 contains 3018 members 
Mstep: Class 18 contains 9597 members 
Mstep: Class 20 contains 20458 members 
Mstep: Class 21 contains 6900 members 
Mstep: Class 23 contains 76780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196860.000000 Penalty: 34918.949219
Iteration 144Q: 17 clusters Score -4.219686e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 6093 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 8 contains 1279 members 
Mstep: Class 9 contains 493820 members 
Mstep: Class 10 contains 9845 members 
Mstep: Class 11 contains 10775 members 
Mstep: Class 12 contains 11614 members 
Mstep: Class 13 contains 7293 members 
Mstep: Class 16 contains 2219 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 18 contains 9604 members 
Mstep: Class 20 contains 20472 members 
Mstep: Class 21 contains 6893 members 
Mstep: Class 23 contains 76780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196856.000000 Penalty: 34918.949219
Iteration 145Q: 17 clusters Score -4.219686e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 6093 members 
Mstep: Class 4 contains 6349 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 8 contains 1279 members 
Mstep: Class 9 contains 493814 members 
Mstep: Class 10 contains 9848 members 
Mstep: Class 11 contains 10778 members 
Mstep: Class 12 contains 11603 members 
Mstep: Class 13 contains 7290 members 
Mstep: Class 16 contains 2222 members 
Mstep: Class 17 contains 3027 members 
Mstep: Class 18 contains 9606 members 
Mstep: Class 20 contains 20479 members 
Mstep: Class 21 contains 6884 members 
Mstep: Class 23 contains 76780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196880.000000 Penalty: 34918.949219
Iteration 146Q: 17 clusters Score -4.219688e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 6088 members 
Mstep: Class 4 contains 6345 members 
Mstep: Class 5 contains 1304 members 
Mstep: Class 8 contains 1279 members 
Mstep: Class 9 contains 493823 members 
Mstep: Class 10 contains 9854 members 
Mstep: Class 11 contains 10777 members 
Mstep: Class 12 contains 11598 members 
Mstep: Class 13 contains 7282 members 
Mstep: Class 16 contains 2223 members 
Mstep: Class 17 contains 3028 members 
Mstep: Class 18 contains 9610 members 
Mstep: Class 20 contains 20485 members 
Mstep: Class 21 contains 6872 members 
Mstep: Class 23 contains 76776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196884.000000 Penalty: 34918.949219
Iteration 147Q: 17 clusters Score -4.219688e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 6087 members 
Mstep: Class 4 contains 6341 members 
Mstep: Class 5 contains 1304 members 
Mstep: Class 8 contains 1278 members 
Mstep: Class 9 contains 493809 members 
Mstep: Class 10 contains 9860 members 
Mstep: Class 11 contains 10779 members 
Mstep: Class 12 contains 11599 members 
Mstep: Class 13 contains 7281 members 
Mstep: Class 16 contains 2226 members 
Mstep: Class 17 contains 3026 members 
Mstep: Class 18 contains 9619 members 
Mstep: Class 20 contains 20490 members 
Mstep: Class 21 contains 6871 members 
Mstep: Class 23 contains 76778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196920.000000 Penalty: 34918.949219
Iteration 148Q: 17 clusters Score -4.219692e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 6087 members 
Mstep: Class 4 contains 6340 members 
Mstep: Class 5 contains 1306 members 
Mstep: Class 8 contains 1278 members 
Mstep: Class 9 contains 493805 members 
Mstep: Class 10 contains 9864 members 
Mstep: Class 11 contains 10775 members 
Mstep: Class 12 contains 11598 members 
Mstep: Class 13 contains 7281 members 
Mstep: Class 16 contains 2226 members 
Mstep: Class 17 contains 3025 members 
Mstep: Class 18 contains 9624 members 
Mstep: Class 20 contains 20495 members 
Mstep: Class 21 contains 6872 members 
Mstep: Class 23 contains 76774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196976.000000 Penalty: 34918.949219
Iteration 149Q: 17 clusters Score -4.219698e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 6086 members 
Mstep: Class 4 contains 6338 members 
Mstep: Class 5 contains 1307 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 493806 members 
Mstep: Class 10 contains 9867 members 
Mstep: Class 11 contains 10775 members 
Mstep: Class 12 contains 11594 members 
Mstep: Class 13 contains 7275 members 
Mstep: Class 16 contains 2227 members 
Mstep: Class 17 contains 3025 members 
Mstep: Class 18 contains 9630 members 
Mstep: Class 20 contains 20502 members 
Mstep: Class 21 contains 6873 members 
Mstep: Class 23 contains 76772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196952.000000 Penalty: 34918.949219
Iteration 150Q: 17 clusters Score -4.219695e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 6089 members 
Mstep: Class 4 contains 6341 members 
Mstep: Class 5 contains 1309 members 
Mstep: Class 8 contains 1275 members 
Mstep: Class 9 contains 493798 members 
Mstep: Class 10 contains 9872 members 
Mstep: Class 11 contains 10771 members 
Mstep: Class 12 contains 11590 members 
Mstep: Class 13 contains 7272 members 
Mstep: Class 16 contains 2227 members 
Mstep: Class 17 contains 3025 members 
Mstep: Class 18 contains 9636 members 
Mstep: Class 20 contains 20515 members 
Mstep: Class 21 contains 6876 members 
Mstep: Class 23 contains 76767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196952.000000 Penalty: 34918.949219
Iteration 151Q: 17 clusters Score -4.219695e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 6087 members 
Mstep: Class 4 contains 6340 members 
Mstep: Class 5 contains 1314 members 
Mstep: Class 8 contains 1276 members 
Mstep: Class 9 contains 493802 members 
Mstep: Class 10 contains 9871 members 
Mstep: Class 11 contains 10764 members 
Mstep: Class 12 contains 11579 members 
Mstep: Class 13 contains 7264 members 
Mstep: Class 16 contains 2226 members 
Mstep: Class 17 contains 3025 members 
Mstep: Class 18 contains 9640 members 
Mstep: Class 20 contains 20526 members 
Mstep: Class 21 contains 6880 members 
Mstep: Class 23 contains 76763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196908.000000 Penalty: 34918.949219
Iteration 152Q: 17 clusters Score -4.219691e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 4 contains 6340 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 493789 members 
Mstep: Class 10 contains 9869 members 
Mstep: Class 11 contains 10762 members 
Mstep: Class 12 contains 11570 members 
Mstep: Class 13 contains 7259 members 
Mstep: Class 16 contains 2227 members 
Mstep: Class 17 contains 3025 members 
Mstep: Class 18 contains 9640 members 
Mstep: Class 20 contains 20535 members 
Mstep: Class 21 contains 6885 members 
Mstep: Class 23 contains 76758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196988.000000 Penalty: 34918.949219
Iteration 153Q: 17 clusters Score -4.219699e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 6103 members 
Mstep: Class 4 contains 6345 members 
Mstep: Class 5 contains 1315 members 
Mstep: Class 8 contains 1278 members 
Mstep: Class 9 contains 493785 members 
Mstep: Class 10 contains 9866 members 
Mstep: Class 11 contains 10760 members 
Mstep: Class 12 contains 11562 members 
Mstep: Class 13 contains 7258 members 
Mstep: Class 16 contains 2228 members 
Mstep: Class 17 contains 3025 members 
Mstep: Class 18 contains 9638 members 
Mstep: Class 20 contains 20545 members 
Mstep: Class 21 contains 6886 members 
Mstep: Class 23 contains 76754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196964.000000 Penalty: 34918.949219
Iteration 154Q: 17 clusters Score -4.219696e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 4 contains 6343 members 
Mstep: Class 5 contains 1313 members 
Mstep: Class 8 contains 1278 members 
Mstep: Class 9 contains 493791 members 
Mstep: Class 10 contains 9864 members 
Mstep: Class 11 contains 10760 members 
Mstep: Class 12 contains 11552 members 
Mstep: Class 13 contains 7256 members 
Mstep: Class 16 contains 2229 members 
Mstep: Class 17 contains 3026 members 
Mstep: Class 18 contains 9640 members 
Mstep: Class 20 contains 20548 members 
Mstep: Class 21 contains 6885 members 
Mstep: Class 23 contains 76755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42196988.000000 Penalty: 34918.949219
Iteration 155Q: 17 clusters Score -4.219699e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 4 contains 6344 members 
Mstep: Class 5 contains 1312 members 
Mstep: Class 8 contains 1278 members 
Mstep: Class 9 contains 493789 members 
Mstep: Class 10 contains 9863 members 
Mstep: Class 11 contains 10761 members 
Mstep: Class 12 contains 11540 members 
Mstep: Class 13 contains 7254 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 3026 members 
Mstep: Class 18 contains 9644 members 
Mstep: Class 20 contains 20552 members 
Mstep: Class 21 contains 6887 members 
Mstep: Class 23 contains 76755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197024.000000 Penalty: 34918.949219
Iteration 156Q: 17 clusters Score -4.219702e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 6095 members 
Mstep: Class 4 contains 6341 members 
Mstep: Class 5 contains 1313 members 
Mstep: Class 8 contains 1278 members 
Mstep: Class 9 contains 493796 members 
Mstep: Class 10 contains 9861 members 
Mstep: Class 11 contains 10761 members 
Mstep: Class 12 contains 11531 members 
Mstep: Class 13 contains 7254 members 
Mstep: Class 16 contains 2233 members 
Mstep: Class 17 contains 3026 members 
Mstep: Class 18 contains 9648 members 
Mstep: Class 20 contains 20557 members 
Mstep: Class 21 contains 6887 members 
Mstep: Class 23 contains 76756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197028.000000 Penalty: 34918.949219
Iteration 157Q: 17 clusters Score -4.219703e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 4 contains 6337 members 
Mstep: Class 5 contains 1314 members 
Mstep: Class 8 contains 1278 members 
Mstep: Class 9 contains 493797 members 
Mstep: Class 10 contains 9862 members 
Mstep: Class 11 contains 10759 members 
Mstep: Class 12 contains 11522 members 
Mstep: Class 13 contains 7250 members 
Mstep: Class 16 contains 2235 members 
Mstep: Class 17 contains 3028 members 
Mstep: Class 18 contains 9653 members 
Mstep: Class 20 contains 20560 members 
Mstep: Class 21 contains 6886 members 
Mstep: Class 23 contains 76757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197056.000000 Penalty: 34918.949219
Iteration 158Q: 17 clusters Score -4.219706e+07 nChanged 115
Entering ConstructFrom: 
Score: -42197056.000000 Penalty: 34918.949219
Entering ConstructFrom: 
Trying to split cluster 1 (13012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Entering Unmasked Estep 
Score: -827543.875000 Penalty: 1539.464355
	Iteration 0F: 2 clusters Score -827543.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -818491.812500 Penalty: 3078.928711
	Iteration 0F: 3 clusters Score -818491.8 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -821596.062500 Penalty: 3078.928711
	Iteration 1F: 3 clusters Score -821596.1 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -821917.750000 Penalty: 3078.928711
	Iteration 2F: 3 clusters Score -821917.8 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -822346.312500 Penalty: 3078.928711
	Iteration 3F: 3 clusters Score -822346.3 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -822946.750000 Penalty: 3078.928711
	Iteration 4F: 3 clusters Score -822946.8 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -823685.062500 Penalty: 3078.928711
	Iteration 5F: 3 clusters Score -823685.1 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -824474.437500 Penalty: 3078.928711
	Iteration 6F: 3 clusters Score -824474.4 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -825137.937500 Penalty: 3078.928711
	Iteration 7F: 3 clusters Score -825137.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -825596.562500 Penalty: 3078.928711
	Iteration 8Q: 3 clusters Score -825596.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -825881.437500 Penalty: 3078.928711
	Iteration 9Q: 3 clusters Score -825881.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -826036.937500 Penalty: 3078.928711
	Iteration 10Q: 3 clusters Score -826036.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -826110.812500 Penalty: 3078.928711
	Iteration 11Q: 3 clusters Score -826110.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -826154.375000 Penalty: 3078.928711
	Iteration 12Q: 3 clusters Score -826154.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -826169.812500 Penalty: 3078.928711
	Iteration 13Q: 3 clusters Score -826169.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -826180.875000 Penalty: 3078.928711
	Iteration 14Q: 3 clusters Score -826180.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -826186.312500 Penalty: 3078.928711
	Iteration 15Q: 3 clusters Score -826186.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -826188.937500 Penalty: 3078.928711
	Iteration 16Q: 3 clusters Score -826188.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -826190.812500 Penalty: 3078.928711
	Iteration 17Q: 3 clusters Score -826190.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -826195.000000 Penalty: 3078.928711
	Iteration 18Q: 3 clusters Score -826195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -826200.500000 Penalty: 3078.928711
	Iteration 19Q: 3 clusters Score -826200.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -826205.000000 Penalty: 3078.928711
	Iteration 20F: 3 clusters Score -826205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -826211.062500 Penalty: 3078.928711
	Iteration 21Q: 3 clusters Score -826211.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -826214.875000 Penalty: 3078.928711
	Iteration 22Q: 3 clusters Score -826214.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -826214.875000 Penalty: 3078.928711
	Iteration 23F: 3 clusters Score -826214.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Entering Unmasked Estep 
Score: -376421.375000 Penalty: 1416.223999
	Iteration 0F: 2 clusters Score -376421.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -371754.375000 Penalty: 2832.447998
	Iteration 0F: 3 clusters Score -371754.4 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -373159.125000 Penalty: 2832.447998
	Iteration 1F: 3 clusters Score -373159.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -373352.843750 Penalty: 2832.447998
	Iteration 2F: 3 clusters Score -373352.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -373522.281250 Penalty: 2832.447998
	Iteration 3F: 3 clusters Score -373522.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -373690.750000 Penalty: 2832.447998
	Iteration 4Q: 3 clusters Score -373690.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -373883.093750 Penalty: 2832.447998
	Iteration 5Q: 3 clusters Score -373883.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -374085.968750 Penalty: 2832.447998
	Iteration 6Q: 3 clusters Score -374086 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -374296.406250 Penalty: 2832.447998
	Iteration 7Q: 3 clusters Score -374296.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -374481.812500 Penalty: 2832.447998
	Iteration 8Q: 3 clusters Score -374481.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -374670.531250 Penalty: 2832.447998
	Iteration 9Q: 3 clusters Score -374670.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -374838.406250 Penalty: 2832.447998
	Iteration 10Q: 3 clusters Score -374838.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -374953.468750 Penalty: 2832.447998
	Iteration 11Q: 3 clusters Score -374953.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -375014.437500 Penalty: 2832.447998
	Iteration 12Q: 3 clusters Score -375014.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -375058.406250 Penalty: 2832.447998
	Iteration 13Q: 3 clusters Score -375058.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -375088.687500 Penalty: 2832.447998
	Iteration 14Q: 3 clusters Score -375088.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -375116.625000 Penalty: 2832.447998
	Iteration 15Q: 3 clusters Score -375116.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -375135.156250 Penalty: 2832.447998
	Iteration 16Q: 3 clusters Score -375135.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -375155.000000 Penalty: 2832.447998
	Iteration 17Q: 3 clusters Score -375155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -375164.968750 Penalty: 2832.447998
	Iteration 18Q: 3 clusters Score -375165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -375172.562500 Penalty: 2832.447998
	Iteration 19Q: 3 clusters Score -375172.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -375176.875000 Penalty: 2832.447998
	Iteration 20F: 3 clusters Score -375176.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -375178.625000 Penalty: 2832.447998
	Iteration 21Q: 3 clusters Score -375178.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -375179.968750 Penalty: 2832.447998
	Iteration 22Q: 3 clusters Score -375180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -375184.468750 Penalty: 2832.447998
	Iteration 23Q: 3 clusters Score -375184.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -375190.812500 Penalty: 2832.447998
	Iteration 24Q: 3 clusters Score -375190.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -375195.281250 Penalty: 2832.447998
	Iteration 25Q: 3 clusters Score -375195.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -375197.750000 Penalty: 2832.447998
	Iteration 26Q: 3 clusters Score -375197.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -375200.750000 Penalty: 2832.447998
	Iteration 27Q: 3 clusters Score -375200.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -375206.250000 Penalty: 2832.447998
	Iteration 28Q: 3 clusters Score -375206.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -375207.656250 Penalty: 2832.447998
	Iteration 29Q: 3 clusters Score -375207.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -375207.656250 Penalty: 2832.447998
	Iteration 30F: 3 clusters Score -375207.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Entering Unmasked Estep 
Score: -344037.500000 Penalty: 1422.525391
	Iteration 0F: 2 clusters Score -344037.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -339251.343750 Penalty: 2845.050781
	Iteration 0F: 3 clusters Score -339251.3 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -340773.781250 Penalty: 2845.050781
	Iteration 1F: 3 clusters Score -340773.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -341066.812500 Penalty: 2845.050781
	Iteration 2F: 3 clusters Score -341066.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -341260.937500 Penalty: 2845.050781
	Iteration 3F: 3 clusters Score -341260.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -341423.656250 Penalty: 2845.050781
	Iteration 4Q: 3 clusters Score -341423.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -341571.281250 Penalty: 2845.050781
	Iteration 5Q: 3 clusters Score -341571.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -341704.812500 Penalty: 2845.050781
	Iteration 6Q: 3 clusters Score -341704.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -341819.468750 Penalty: 2845.050781
	Iteration 7Q: 3 clusters Score -341819.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -341898.750000 Penalty: 2845.050781
	Iteration 8Q: 3 clusters Score -341898.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -341958.437500 Penalty: 2845.050781
	Iteration 9Q: 3 clusters Score -341958.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -342000.812500 Penalty: 2845.050781
	Iteration 10Q: 3 clusters Score -342000.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -342040.875000 Penalty: 2845.050781
	Iteration 11Q: 3 clusters Score -342040.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -342085.218750 Penalty: 2845.050781
	Iteration 12Q: 3 clusters Score -342085.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -342130.000000 Penalty: 2845.050781
	Iteration 13Q: 3 clusters Score -342130 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -342162.937500 Penalty: 2845.050781
	Iteration 14Q: 3 clusters Score -342162.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -342193.468750 Penalty: 2845.050781
	Iteration 15Q: 3 clusters Score -342193.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -342221.562500 Penalty: 2845.050781
	Iteration 16Q: 3 clusters Score -342221.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -342242.468750 Penalty: 2845.050781
	Iteration 17Q: 3 clusters Score -342242.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -342257.218750 Penalty: 2845.050781
	Iteration 18Q: 3 clusters Score -342257.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -342278.718750 Penalty: 2845.050781
	Iteration 19Q: 3 clusters Score -342278.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -342295.312500 Penalty: 2845.050781
	Iteration 20F: 3 clusters Score -342295.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -342309.468750 Penalty: 2845.050781
	Iteration 21Q: 3 clusters Score -342309.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -342324.906250 Penalty: 2845.050781
	Iteration 22Q: 3 clusters Score -342324.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -342343.250000 Penalty: 2845.050781
	Iteration 23Q: 3 clusters Score -342343.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -342362.937500 Penalty: 2845.050781
	Iteration 24Q: 3 clusters Score -342362.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -342394.250000 Penalty: 2845.050781
	Iteration 25Q: 3 clusters Score -342394.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -342436.468750 Penalty: 2845.050781
	Iteration 26Q: 3 clusters Score -342436.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -342476.000000 Penalty: 2845.050781
	Iteration 27Q: 3 clusters Score -342476 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -342521.937500 Penalty: 2845.050781
	Iteration 28Q: 3 clusters Score -342521.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -342566.843750 Penalty: 2845.050781
	Iteration 29Q: 3 clusters Score -342566.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -342610.000000 Penalty: 2845.050781
	Iteration 30Q: 3 clusters Score -342610 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -342652.093750 Penalty: 2845.050781
	Iteration 31Q: 3 clusters Score -342652.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -342691.687500 Penalty: 2845.050781
	Iteration 32Q: 3 clusters Score -342691.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -342739.281250 Penalty: 2845.050781
	Iteration 33Q: 3 clusters Score -342739.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -342789.187500 Penalty: 2845.050781
	Iteration 34Q: 3 clusters Score -342789.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -342841.750000 Penalty: 2845.050781
	Iteration 35Q: 3 clusters Score -342841.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -342890.437500 Penalty: 2845.050781
	Iteration 36Q: 3 clusters Score -342890.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -342919.843750 Penalty: 2845.050781
	Iteration 37Q: 3 clusters Score -342919.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -342942.968750 Penalty: 2845.050781
	Iteration 38Q: 3 clusters Score -342943 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -342959.656250 Penalty: 2845.050781
	Iteration 39Q: 3 clusters Score -342959.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -342974.250000 Penalty: 2845.050781
	Iteration 40F: 3 clusters Score -342974.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -342983.437500 Penalty: 2845.050781
	Iteration 41Q: 3 clusters Score -342983.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -342997.781250 Penalty: 2845.050781
	Iteration 42Q: 3 clusters Score -342997.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -343007.656250 Penalty: 2845.050781
	Iteration 43Q: 3 clusters Score -343007.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -343018.000000 Penalty: 2845.050781
	Iteration 44Q: 3 clusters Score -343018 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -343030.593750 Penalty: 2845.050781
	Iteration 45Q: 3 clusters Score -343030.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -343037.437500 Penalty: 2845.050781
	Iteration 46Q: 3 clusters Score -343037.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -343042.687500 Penalty: 2845.050781
	Iteration 47Q: 3 clusters Score -343042.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -343048.312500 Penalty: 2845.050781
	Iteration 48Q: 3 clusters Score -343048.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -343051.093750 Penalty: 2845.050781
	Iteration 49Q: 3 clusters Score -343051.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -343053.750000 Penalty: 2845.050781
	Iteration 50Q: 3 clusters Score -343053.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -343057.093750 Penalty: 2845.050781
	Iteration 51Q: 3 clusters Score -343057.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -343059.906250 Penalty: 2845.050781
	Iteration 52Q: 3 clusters Score -343059.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -343063.156250 Penalty: 2845.050781
	Iteration 53Q: 3 clusters Score -343063.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -343064.812500 Penalty: 2845.050781
	Iteration 54Q: 3 clusters Score -343064.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -343065.875000 Penalty: 2845.050781
	Iteration 55Q: 3 clusters Score -343065.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -343067.093750 Penalty: 2845.050781
	Iteration 56Q: 3 clusters Score -343067.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -343067.750000 Penalty: 2845.050781
	Iteration 57Q: 3 clusters Score -343067.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -343069.468750 Penalty: 2845.050781
	Iteration 58Q: 3 clusters Score -343069.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -343070.250000 Penalty: 2845.050781
	Iteration 59Q: 3 clusters Score -343070.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -343070.687500 Penalty: 2845.050781
	Iteration 60F: 3 clusters Score -343070.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -343073.312500 Penalty: 2845.050781
	Iteration 61Q: 3 clusters Score -343073.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -343073.468750 Penalty: 2845.050781
	Iteration 62Q: 3 clusters Score -343073.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -343074.687500 Penalty: 2845.050781
	Iteration 63Q: 3 clusters Score -343074.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -343075.843750 Penalty: 2845.050781
	Iteration 64Q: 3 clusters Score -343075.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -343075.968750 Penalty: 2845.050781
	Iteration 65Q: 3 clusters Score -343076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -343076.031250 Penalty: 2845.050781
	Iteration 66Q: 3 clusters Score -343076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -343076.031250 Penalty: 2845.050781
	Iteration 67F: 3 clusters Score -343076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -75235.546875 Penalty: 1166.761353
	Iteration 0F: 2 clusters Score -75235.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -73569.304688 Penalty: 2333.522705
	Iteration 0F: 3 clusters Score -73569.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -73884.507812 Penalty: 2333.522705
	Iteration 1F: 3 clusters Score -73884.51 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -73978.585938 Penalty: 2333.522705
	Iteration 2F: 3 clusters Score -73978.59 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -74022.093750 Penalty: 2333.522705
	Iteration 3Q: 3 clusters Score -74022.09 nChanged 42
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: -74062.257812 Penalty: 2333.522705
	Iteration 4Q: 3 clusters Score -74062.26 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -74087.320312 Penalty: 2333.522705
	Iteration 5Q: 3 clusters Score -74087.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -74107.546875 Penalty: 2333.522705
	Iteration 6Q: 3 clusters Score -74107.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -74131.820312 Penalty: 2333.522705
	Iteration 7Q: 3 clusters Score -74131.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -74144.796875 Penalty: 2333.522705
	Iteration 8Q: 3 clusters Score -74144.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -74154.882812 Penalty: 2333.522705
	Iteration 9Q: 3 clusters Score -74154.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -74168.273438 Penalty: 2333.522705
	Iteration 10Q: 3 clusters Score -74168.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -74194.015625 Penalty: 2333.522705
	Iteration 11Q: 3 clusters Score -74194.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -74206.546875 Penalty: 2333.522705
	Iteration 12Q: 3 clusters Score -74206.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -74216.390625 Penalty: 2333.522705
	Iteration 13Q: 3 clusters Score -74216.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -74230.906250 Penalty: 2333.522705
	Iteration 14Q: 3 clusters Score -74230.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -74242.289062 Penalty: 2333.522705
	Iteration 15Q: 3 clusters Score -74242.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -74252.437500 Penalty: 2333.522705
	Iteration 16Q: 3 clusters Score -74252.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -74270.460938 Penalty: 2333.522705
	Iteration 17Q: 3 clusters Score -74270.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -74301.804688 Penalty: 2333.522705
	Iteration 18Q: 3 clusters Score -74301.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -74347.523438 Penalty: 2333.522705
	Iteration 19Q: 3 clusters Score -74347.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -74404.195312 Penalty: 2333.522705
	Iteration 20F: 3 clusters Score -74404.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -74477.101562 Penalty: 2333.522705
	Iteration 21Q: 3 clusters Score -74477.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -74532.375000 Penalty: 2333.522705
	Iteration 22Q: 3 clusters Score -74532.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -74558.140625 Penalty: 2333.522705
	Iteration 23Q: 3 clusters Score -74558.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -74577.640625 Penalty: 2333.522705
	Iteration 24Q: 3 clusters Score -74577.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -74604.398438 Penalty: 2333.522705
	Iteration 25Q: 3 clusters Score -74604.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -74619.796875 Penalty: 2333.522705
	Iteration 26Q: 3 clusters Score -74619.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -74631.953125 Penalty: 2333.522705
	Iteration 27Q: 3 clusters Score -74631.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -74640.601562 Penalty: 2333.522705
	Iteration 28Q: 3 clusters Score -74640.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -74650.437500 Penalty: 2333.522705
	Iteration 29Q: 3 clusters Score -74650.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -74659.281250 Penalty: 2333.522705
	Iteration 30Q: 3 clusters Score -74659.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -74663.093750 Penalty: 2333.522705
	Iteration 31Q: 3 clusters Score -74663.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -74665.789062 Penalty: 2333.522705
	Iteration 32Q: 3 clusters Score -74665.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -74666.578125 Penalty: 2333.522705
	Iteration 33Q: 3 clusters Score -74666.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -74667.492188 Penalty: 2333.522705
	Iteration 34Q: 3 clusters Score -74667.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -74669.414062 Penalty: 2333.522705
	Iteration 35Q: 3 clusters Score -74669.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -74670.539062 Penalty: 2333.522705
	Iteration 36Q: 3 clusters Score -74670.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -74670.539062 Penalty: 2333.522705
	Iteration 37F: 3 clusters Score -74670.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -72081.406250 Penalty: 1162.370972
	Iteration 0F: 2 clusters Score -72081.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -70440.265625 Penalty: 2324.741943
	Iteration 0F: 3 clusters Score -70440.27 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -70794.304688 Penalty: 2324.741943
	Iteration 1F: 3 clusters Score -70794.3 nChanged 96
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: -70898.875000 Penalty: 2324.741943
	Iteration 2F: 3 clusters Score -70898.88 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -70969.343750 Penalty: 2324.741943
	Iteration 3F: 3 clusters Score -70969.34 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -71024.710938 Penalty: 2324.741943
	Iteration 4Q: 3 clusters Score -71024.71 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -71076.382812 Penalty: 2324.741943
	Iteration 5Q: 3 clusters Score -71076.38 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -71119.960938 Penalty: 2324.741943
	Iteration 6Q: 3 clusters Score -71119.96 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -71140.734375 Penalty: 2324.741943
	Iteration 7Q: 3 clusters Score -71140.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -71146.984375 Penalty: 2324.741943
	Iteration 8Q: 3 clusters Score -71146.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -71154.125000 Penalty: 2324.741943
	Iteration 9Q: 3 clusters Score -71154.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -71159.375000 Penalty: 2324.741943
	Iteration 10Q: 3 clusters Score -71159.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -71161.476562 Penalty: 2324.741943
	Iteration 11Q: 3 clusters Score -71161.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -71163.109375 Penalty: 2324.741943
	Iteration 12Q: 3 clusters Score -71163.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -71166.820312 Penalty: 2324.741943
	Iteration 13Q: 3 clusters Score -71166.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -71167.515625 Penalty: 2324.741943
	Iteration 14Q: 3 clusters Score -71167.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -71167.515625 Penalty: 2324.741943
	Iteration 15F: 3 clusters Score -71167.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (493804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493804 members 
Entering Unmasked Estep 
Score: -31268812.000000 Penalty: 2130.357666
	Iteration 0F: 2 clusters Score -3.126881e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247072 members 
Mstep: Class 2 contains 246732 members 
Entering Unmasked Estep 
Score: -30935220.000000 Penalty: 4260.715332
	Iteration 0F: 3 clusters Score -3.093522e+07 nChanged 241674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255956 members 
Mstep: Class 2 contains 237848 members 
Entering Unmasked Estep 
Score: -31082722.000000 Penalty: 4260.715332
	Iteration 1F: 3 clusters Score -3.108272e+07 nChanged 15366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261792 members 
Mstep: Class 2 contains 232012 members 
Entering Unmasked Estep 
Score: -31086684.000000 Penalty: 4260.715332
	Iteration 2Q: 3 clusters Score -3.108668e+07 nChanged 18062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270576 members 
Mstep: Class 2 contains 223228 members 
Entering Unmasked Estep 
Score: -31092054.000000 Penalty: 4260.715332
	Iteration 3Q: 3 clusters Score -3.109205e+07 nChanged 22081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283645 members 
Mstep: Class 2 contains 210159 members 
Entering Unmasked Estep 
Score: -31101858.000000 Penalty: 4260.715332
	Iteration 4Q: 3 clusters Score -3.110186e+07 nChanged 26487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301470 members 
Mstep: Class 2 contains 192334 members 
Entering Unmasked Estep 
Score: -31116274.000000 Penalty: 4260.715332
	Iteration 5F: 3 clusters Score -3.111627e+07 nChanged 30399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323463 members 
Mstep: Class 2 contains 170341 members 
Entering Unmasked Estep 
Score: -31135686.000000 Penalty: 4260.715332
	Iteration 6F: 3 clusters Score -3.113569e+07 nChanged 31160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347197 members 
Mstep: Class 2 contains 146607 members 
Entering Unmasked Estep 
Score: -31157790.000000 Penalty: 4260.715332
	Iteration 7F: 3 clusters Score -3.115779e+07 nChanged 29165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370062 members 
Mstep: Class 2 contains 123742 members 
Entering Unmasked Estep 
Score: -31180114.000000 Penalty: 4260.715332
	Iteration 8F: 3 clusters Score -3.118011e+07 nChanged 24813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389221 members 
Mstep: Class 2 contains 104583 members 
Entering Unmasked Estep 
Score: -31199610.000000 Penalty: 4260.715332
	Iteration 9F: 3 clusters Score -3.119961e+07 nChanged 19619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403960 members 
Mstep: Class 2 contains 89844 members 
Entering Unmasked Estep 
Score: -31214562.000000 Penalty: 4260.715332
	Iteration 10Q: 3 clusters Score -3.121456e+07 nChanged 14725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415379 members 
Mstep: Class 2 contains 78425 members 
Entering Unmasked Estep 
Score: -31224190.000000 Penalty: 4260.715332
	Iteration 11Q: 3 clusters Score -3.122419e+07 nChanged 10958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424949 members 
Mstep: Class 2 contains 68855 members 
Entering Unmasked Estep 
Score: -31231334.000000 Penalty: 4260.715332
	Iteration 12Q: 3 clusters Score -3.123133e+07 nChanged 8963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433438 members 
Mstep: Class 2 contains 60366 members 
Entering Unmasked Estep 
Score: -31236908.000000 Penalty: 4260.715332
	Iteration 13Q: 3 clusters Score -3.123691e+07 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441112 members 
Mstep: Class 2 contains 52692 members 
Entering Unmasked Estep 
Score: -31241606.000000 Penalty: 4260.715332
	Iteration 14Q: 3 clusters Score -3.124161e+07 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448161 members 
Mstep: Class 2 contains 45643 members 
Entering Unmasked Estep 
Score: -31245976.000000 Penalty: 4260.715332
	Iteration 15Q: 3 clusters Score -3.124598e+07 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454472 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -31249612.000000 Penalty: 4260.715332
	Iteration 16Q: 3 clusters Score -3.124961e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460172 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -31252932.000000 Penalty: 4260.715332
	Iteration 17Q: 3 clusters Score -3.125293e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465151 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -31255896.000000 Penalty: 4260.715332
	Iteration 18Q: 3 clusters Score -3.12559e+07 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469461 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -31258354.000000 Penalty: 4260.715332
	Iteration 19Q: 3 clusters Score -3.125835e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473186 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -31260660.000000 Penalty: 4260.715332
	Iteration 20F: 3 clusters Score -3.126066e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476368 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -31262448.000000 Penalty: 4260.715332
	Iteration 21Q: 3 clusters Score -3.126245e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478997 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -31263536.000000 Penalty: 4260.715332
	Iteration 22Q: 3 clusters Score -3.126354e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481154 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -31264632.000000 Penalty: 4260.715332
	Iteration 23Q: 3 clusters Score -3.126463e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482888 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -31265492.000000 Penalty: 4260.715332
	Iteration 24Q: 3 clusters Score -3.126549e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484269 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -31266202.000000 Penalty: 4260.715332
	Iteration 25Q: 3 clusters Score -3.12662e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485392 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -31266698.000000 Penalty: 4260.715332
	Iteration 26Q: 3 clusters Score -3.12667e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486256 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -31267054.000000 Penalty: 4260.715332
	Iteration 27Q: 3 clusters Score -3.126705e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486945 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -31267208.000000 Penalty: 4260.715332
	Iteration 28Q: 3 clusters Score -3.126721e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487489 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -31267468.000000 Penalty: 4260.715332
	Iteration 29Q: 3 clusters Score -3.126747e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487927 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -31267664.000000 Penalty: 4260.715332
	Iteration 30Q: 3 clusters Score -3.126766e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488267 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -31267796.000000 Penalty: 4260.715332
	Iteration 31Q: 3 clusters Score -3.12678e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488532 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -31267846.000000 Penalty: 4260.715332
	Iteration 32Q: 3 clusters Score -3.126785e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488738 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -31267858.000000 Penalty: 4260.715332
	Iteration 33Q: 3 clusters Score -3.126786e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488921 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -31267936.000000 Penalty: 4260.715332
	Iteration 34Q: 3 clusters Score -3.126794e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489078 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -31267982.000000 Penalty: 4260.715332
	Iteration 35Q: 3 clusters Score -3.126798e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489199 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -31268062.000000 Penalty: 4260.715332
	Iteration 36Q: 3 clusters Score -3.126806e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489302 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -31268112.000000 Penalty: 4260.715332
	Iteration 37Q: 3 clusters Score -3.126811e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489392 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -31268086.000000 Penalty: 4260.715332
	Iteration 38Q: 3 clusters Score -3.126809e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489468 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -31268102.000000 Penalty: 4260.715332
	Iteration 39Q: 3 clusters Score -3.12681e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489515 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -31268130.000000 Penalty: 4260.715332
	Iteration 40F: 3 clusters Score -3.126813e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489560 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -31268138.000000 Penalty: 4260.715332
	Iteration 41Q: 3 clusters Score -3.126814e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489613 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -31268162.000000 Penalty: 4260.715332
	Iteration 42Q: 3 clusters Score -3.126816e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489657 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -31268162.000000 Penalty: 4260.715332
	Iteration 43Q: 3 clusters Score -3.126816e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489685 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -31268124.000000 Penalty: 4260.715332
	Iteration 44Q: 3 clusters Score -3.126812e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489720 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -31268142.000000 Penalty: 4260.715332
	Iteration 45Q: 3 clusters Score -3.126814e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489738 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -31268120.000000 Penalty: 4260.715332
	Iteration 46Q: 3 clusters Score -3.126812e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489751 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -31268146.000000 Penalty: 4260.715332
	Iteration 47Q: 3 clusters Score -3.126815e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489762 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -31268152.000000 Penalty: 4260.715332
	Iteration 48Q: 3 clusters Score -3.126815e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489771 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -31268130.000000 Penalty: 4260.715332
	Iteration 49Q: 3 clusters Score -3.126813e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489782 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -31268146.000000 Penalty: 4260.715332
	Iteration 50Q: 3 clusters Score -3.126815e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489793 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -31268146.000000 Penalty: 4260.715332
	Iteration 51Q: 3 clusters Score -3.126815e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489807 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -31268156.000000 Penalty: 4260.715332
	Iteration 52Q: 3 clusters Score -3.126816e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489818 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -31268134.000000 Penalty: 4260.715332
	Iteration 53Q: 3 clusters Score -3.126813e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489824 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -31268150.000000 Penalty: 4260.715332
	Iteration 54Q: 3 clusters Score -3.126815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489834 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -31268152.000000 Penalty: 4260.715332
	Iteration 55Q: 3 clusters Score -3.126815e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489839 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -31268156.000000 Penalty: 4260.715332
	Iteration 56Q: 3 clusters Score -3.126816e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489851 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -31268150.000000 Penalty: 4260.715332
	Iteration 57Q: 3 clusters Score -3.126815e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489862 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -31268142.000000 Penalty: 4260.715332
	Iteration 58Q: 3 clusters Score -3.126814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489867 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -31268142.000000 Penalty: 4260.715332
	Iteration 59Q: 3 clusters Score -3.126814e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489878 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -31268154.000000 Penalty: 4260.715332
	Iteration 60F: 3 clusters Score -3.126815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489883 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -31268158.000000 Penalty: 4260.715332
	Iteration 61Q: 3 clusters Score -3.126816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489890 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -31268162.000000 Penalty: 4260.715332
	Iteration 62Q: 3 clusters Score -3.126816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489894 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -31268158.000000 Penalty: 4260.715332
	Iteration 63Q: 3 clusters Score -3.126816e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489901 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -31268140.000000 Penalty: 4260.715332
	Iteration 64Q: 3 clusters Score -3.126814e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489911 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -31268156.000000 Penalty: 4260.715332
	Iteration 65Q: 3 clusters Score -3.126816e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489921 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -31268154.000000 Penalty: 4260.715332
	Iteration 66Q: 3 clusters Score -3.126815e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489931 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -31268150.000000 Penalty: 4260.715332
	Iteration 67Q: 3 clusters Score -3.126815e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489936 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -31268124.000000 Penalty: 4260.715332
	Iteration 68Q: 3 clusters Score -3.126812e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489943 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -31268120.000000 Penalty: 4260.715332
	Iteration 69Q: 3 clusters Score -3.126812e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489947 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -31268126.000000 Penalty: 4260.715332
	Iteration 70Q: 3 clusters Score -3.126813e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489951 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -31268134.000000 Penalty: 4260.715332
	Iteration 71Q: 3 clusters Score -3.126813e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489955 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -31268146.000000 Penalty: 4260.715332
	Iteration 72Q: 3 clusters Score -3.126815e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489961 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -31268130.000000 Penalty: 4260.715332
	Iteration 73Q: 3 clusters Score -3.126813e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489974 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -31268134.000000 Penalty: 4260.715332
	Iteration 74Q: 3 clusters Score -3.126813e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489977 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -31268136.000000 Penalty: 4260.715332
	Iteration 75Q: 3 clusters Score -3.126814e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489986 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -31268140.000000 Penalty: 4260.715332
	Iteration 76Q: 3 clusters Score -3.126814e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489991 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -31268154.000000 Penalty: 4260.715332
	Iteration 77Q: 3 clusters Score -3.126815e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489996 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -31268150.000000 Penalty: 4260.715332
	Iteration 78Q: 3 clusters Score -3.126815e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489997 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -31268140.000000 Penalty: 4260.715332
	Iteration 79Q: 3 clusters Score -3.126814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490001 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -31268148.000000 Penalty: 4260.715332
	Iteration 80F: 3 clusters Score -3.126815e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490004 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -31268150.000000 Penalty: 4260.715332
	Iteration 81Q: 3 clusters Score -3.126815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490010 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -31268148.000000 Penalty: 4260.715332
	Iteration 82Q: 3 clusters Score -3.126815e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490012 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -31268150.000000 Penalty: 4260.715332
	Iteration 83Q: 3 clusters Score -3.126815e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490013 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -31268156.000000 Penalty: 4260.715332
	Iteration 84Q: 3 clusters Score -3.126816e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490018 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -31268166.000000 Penalty: 4260.715332
	Iteration 85Q: 3 clusters Score -3.126817e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490017 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -31268144.000000 Penalty: 4260.715332
	Iteration 86Q: 3 clusters Score -3.126814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490018 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -31268156.000000 Penalty: 4260.715332
	Iteration 87Q: 3 clusters Score -3.126816e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490022 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -31268158.000000 Penalty: 4260.715332
	Iteration 88Q: 3 clusters Score -3.126816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490027 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -31268162.000000 Penalty: 4260.715332
	Iteration 89Q: 3 clusters Score -3.126816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490031 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -31268166.000000 Penalty: 4260.715332
	Iteration 90Q: 3 clusters Score -3.126817e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490035 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -31268144.000000 Penalty: 4260.715332
	Iteration 91Q: 3 clusters Score -3.126814e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490037 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -31268170.000000 Penalty: 4260.715332
	Iteration 92Q: 3 clusters Score -3.126817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490042 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -31268178.000000 Penalty: 4260.715332
	Iteration 93Q: 3 clusters Score -3.126818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490041 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -31268180.000000 Penalty: 4260.715332
	Iteration 94Q: 3 clusters Score -3.126818e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490042 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -31268160.000000 Penalty: 4260.715332
	Iteration 95Q: 3 clusters Score -3.126816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490040 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -31268142.000000 Penalty: 4260.715332
	Iteration 96Q: 3 clusters Score -3.126814e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490042 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -31268140.000000 Penalty: 4260.715332
	Iteration 97Q: 3 clusters Score -3.126814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490045 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -31268126.000000 Penalty: 4260.715332
	Iteration 98Q: 3 clusters Score -3.126813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490047 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -31268146.000000 Penalty: 4260.715332
	Iteration 99Q: 3 clusters Score -3.126815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490046 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -31268144.000000 Penalty: 4260.715332
	Iteration 100F: 3 clusters Score -3.126814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490048 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -31268138.000000 Penalty: 4260.715332
	Iteration 101Q: 3 clusters Score -3.126814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490048 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -31268134.000000 Penalty: 4260.715332
	Iteration 102Q: 3 clusters Score -3.126813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490049 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -31268140.000000 Penalty: 4260.715332
	Iteration 103Q: 3 clusters Score -3.126814e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490049 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -31268146.000000 Penalty: 4260.715332
	Iteration 104Q: 3 clusters Score -3.126815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490047 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -31268130.000000 Penalty: 4260.715332
	Iteration 105Q: 3 clusters Score -3.126813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490050 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -31268138.000000 Penalty: 4260.715332
	Iteration 106Q: 3 clusters Score -3.126814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490051 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -31268152.000000 Penalty: 4260.715332
	Iteration 107Q: 3 clusters Score -3.126815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490052 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -31268152.000000 Penalty: 4260.715332
	Iteration 108Q: 3 clusters Score -3.126815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490054 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -31268152.000000 Penalty: 4260.715332
	Iteration 109Q: 3 clusters Score -3.126815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490053 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -31268152.000000 Penalty: 4260.715332
	Iteration 110Q: 3 clusters Score -3.126815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490054 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -31268148.000000 Penalty: 4260.715332
	Iteration 111Q: 3 clusters Score -3.126815e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490054 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -31268148.000000 Penalty: 4260.715332
	Iteration 112F: 3 clusters Score -3.126815e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Entering Unmasked Estep 
Score: -616782.500000 Penalty: 1494.455078
	Iteration 0F: 2 clusters Score -616782.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -609691.375000 Penalty: 2988.910156
	Iteration 0F: 3 clusters Score -609691.4 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -612003.312500 Penalty: 2988.910156
	Iteration 1F: 3 clusters Score -612003.3 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -612207.687500 Penalty: 2988.910156
	Iteration 2F: 3 clusters Score -612207.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -612360.000000 Penalty: 2988.910156
	Iteration 3Q: 3 clusters Score -612360 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -612488.562500 Penalty: 2988.910156
	Iteration 4Q: 3 clusters Score -612488.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -612614.375000 Penalty: 2988.910156
	Iteration 5Q: 3 clusters Score -612614.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -612743.375000 Penalty: 2988.910156
	Iteration 6Q: 3 clusters Score -612743.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -612883.375000 Penalty: 2988.910156
	Iteration 7Q: 3 clusters Score -612883.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -613057.625000 Penalty: 2988.910156
	Iteration 8Q: 3 clusters Score -613057.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -613219.000000 Penalty: 2988.910156
	Iteration 9Q: 3 clusters Score -613219 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -613379.000000 Penalty: 2988.910156
	Iteration 10Q: 3 clusters Score -613379 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -613565.125000 Penalty: 2988.910156
	Iteration 11Q: 3 clusters Score -613565.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -613777.812500 Penalty: 2988.910156
	Iteration 12Q: 3 clusters Score -613777.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -613987.687500 Penalty: 2988.910156
	Iteration 13Q: 3 clusters Score -613987.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -614213.125000 Penalty: 2988.910156
	Iteration 14Q: 3 clusters Score -614213.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -614404.875000 Penalty: 2988.910156
	Iteration 15Q: 3 clusters Score -614404.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -614573.875000 Penalty: 2988.910156
	Iteration 16Q: 3 clusters Score -614573.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -614730.062500 Penalty: 2988.910156
	Iteration 17Q: 3 clusters Score -614730.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -614859.750000 Penalty: 2988.910156
	Iteration 18Q: 3 clusters Score -614859.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -614981.625000 Penalty: 2988.910156
	Iteration 19Q: 3 clusters Score -614981.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -615068.812500 Penalty: 2988.910156
	Iteration 20F: 3 clusters Score -615068.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -615146.312500 Penalty: 2988.910156
	Iteration 21Q: 3 clusters Score -615146.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -615221.687500 Penalty: 2988.910156
	Iteration 22Q: 3 clusters Score -615221.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -615283.250000 Penalty: 2988.910156
	Iteration 23Q: 3 clusters Score -615283.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -615331.125000 Penalty: 2988.910156
	Iteration 24Q: 3 clusters Score -615331.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -615379.625000 Penalty: 2988.910156
	Iteration 25Q: 3 clusters Score -615379.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -615427.937500 Penalty: 2988.910156
	Iteration 26Q: 3 clusters Score -615427.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -615478.062500 Penalty: 2988.910156
	Iteration 27Q: 3 clusters Score -615478.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -615512.375000 Penalty: 2988.910156
	Iteration 28Q: 3 clusters Score -615512.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -615549.750000 Penalty: 2988.910156
	Iteration 29Q: 3 clusters Score -615549.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -615584.375000 Penalty: 2988.910156
	Iteration 30Q: 3 clusters Score -615584.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -615612.812500 Penalty: 2988.910156
	Iteration 31Q: 3 clusters Score -615612.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -615642.062500 Penalty: 2988.910156
	Iteration 32Q: 3 clusters Score -615642.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -615667.812500 Penalty: 2988.910156
	Iteration 33Q: 3 clusters Score -615667.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -615682.562500 Penalty: 2988.910156
	Iteration 34Q: 3 clusters Score -615682.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -615698.062500 Penalty: 2988.910156
	Iteration 35Q: 3 clusters Score -615698.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -615708.312500 Penalty: 2988.910156
	Iteration 36Q: 3 clusters Score -615708.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -615719.500000 Penalty: 2988.910156
	Iteration 37Q: 3 clusters Score -615719.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -615727.500000 Penalty: 2988.910156
	Iteration 38Q: 3 clusters Score -615727.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -615731.812500 Penalty: 2988.910156
	Iteration 39Q: 3 clusters Score -615731.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -615740.937500 Penalty: 2988.910156
	Iteration 40F: 3 clusters Score -615740.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -615748.750000 Penalty: 2988.910156
	Iteration 41Q: 3 clusters Score -615748.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -615756.437500 Penalty: 2988.910156
	Iteration 42Q: 3 clusters Score -615756.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -615766.250000 Penalty: 2988.910156
	Iteration 43Q: 3 clusters Score -615766.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -615777.062500 Penalty: 2988.910156
	Iteration 44Q: 3 clusters Score -615777.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -615785.250000 Penalty: 2988.910156
	Iteration 45Q: 3 clusters Score -615785.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -615792.062500 Penalty: 2988.910156
	Iteration 46Q: 3 clusters Score -615792.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -615802.687500 Penalty: 2988.910156
	Iteration 47Q: 3 clusters Score -615802.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -615810.687500 Penalty: 2988.910156
	Iteration 48Q: 3 clusters Score -615810.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -615819.562500 Penalty: 2988.910156
	Iteration 49Q: 3 clusters Score -615819.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -615826.500000 Penalty: 2988.910156
	Iteration 50Q: 3 clusters Score -615826.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -615831.125000 Penalty: 2988.910156
	Iteration 51Q: 3 clusters Score -615831.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -615836.562500 Penalty: 2988.910156
	Iteration 52Q: 3 clusters Score -615836.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -615841.250000 Penalty: 2988.910156
	Iteration 53Q: 3 clusters Score -615841.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -615842.375000 Penalty: 2988.910156
	Iteration 54Q: 3 clusters Score -615842.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -615845.750000 Penalty: 2988.910156
	Iteration 55Q: 3 clusters Score -615845.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -615850.062500 Penalty: 2988.910156
	Iteration 56Q: 3 clusters Score -615850.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -615857.250000 Penalty: 2988.910156
	Iteration 57Q: 3 clusters Score -615857.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -615860.812500 Penalty: 2988.910156
	Iteration 58Q: 3 clusters Score -615860.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -615867.750000 Penalty: 2988.910156
	Iteration 59Q: 3 clusters Score -615867.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -615878.875000 Penalty: 2988.910156
	Iteration 60F: 3 clusters Score -615878.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -615885.875000 Penalty: 2988.910156
	Iteration 61Q: 3 clusters Score -615885.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -615906.687500 Penalty: 2988.910156
	Iteration 62Q: 3 clusters Score -615906.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -615927.625000 Penalty: 2988.910156
	Iteration 63Q: 3 clusters Score -615927.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -615958.125000 Penalty: 2988.910156
	Iteration 64Q: 3 clusters Score -615958.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -615988.437500 Penalty: 2988.910156
	Iteration 65Q: 3 clusters Score -615988.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -616033.437500 Penalty: 2988.910156
	Iteration 66Q: 3 clusters Score -616033.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -616073.250000 Penalty: 2988.910156
	Iteration 67Q: 3 clusters Score -616073.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -616105.500000 Penalty: 2988.910156
	Iteration 68Q: 3 clusters Score -616105.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -616146.125000 Penalty: 2988.910156
	Iteration 69Q: 3 clusters Score -616146.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -616184.437500 Penalty: 2988.910156
	Iteration 70Q: 3 clusters Score -616184.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -616213.000000 Penalty: 2988.910156
	Iteration 71Q: 3 clusters Score -616213 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -616245.687500 Penalty: 2988.910156
	Iteration 72Q: 3 clusters Score -616245.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -616273.187500 Penalty: 2988.910156
	Iteration 73Q: 3 clusters Score -616273.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -616293.312500 Penalty: 2988.910156
	Iteration 74Q: 3 clusters Score -616293.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -616310.875000 Penalty: 2988.910156
	Iteration 75Q: 3 clusters Score -616310.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -616329.187500 Penalty: 2988.910156
	Iteration 76Q: 3 clusters Score -616329.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -616342.250000 Penalty: 2988.910156
	Iteration 77Q: 3 clusters Score -616342.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -616356.125000 Penalty: 2988.910156
	Iteration 78Q: 3 clusters Score -616356.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -616368.250000 Penalty: 2988.910156
	Iteration 79Q: 3 clusters Score -616368.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -616381.187500 Penalty: 2988.910156
	Iteration 80F: 3 clusters Score -616381.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -616394.000000 Penalty: 2988.910156
	Iteration 81Q: 3 clusters Score -616394 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -616407.062500 Penalty: 2988.910156
	Iteration 82Q: 3 clusters Score -616407.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -616419.312500 Penalty: 2988.910156
	Iteration 83Q: 3 clusters Score -616419.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -616429.625000 Penalty: 2988.910156
	Iteration 84Q: 3 clusters Score -616429.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -616437.375000 Penalty: 2988.910156
	Iteration 85Q: 3 clusters Score -616437.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -616444.000000 Penalty: 2988.910156
	Iteration 86Q: 3 clusters Score -616444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -616449.875000 Penalty: 2988.910156
	Iteration 87Q: 3 clusters Score -616449.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -616457.750000 Penalty: 2988.910156
	Iteration 88Q: 3 clusters Score -616457.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -616461.437500 Penalty: 2988.910156
	Iteration 89Q: 3 clusters Score -616461.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -616464.937500 Penalty: 2988.910156
	Iteration 90Q: 3 clusters Score -616464.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -616469.687500 Penalty: 2988.910156
	Iteration 91Q: 3 clusters Score -616469.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -616472.250000 Penalty: 2988.910156
	Iteration 92Q: 3 clusters Score -616472.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -616475.062500 Penalty: 2988.910156
	Iteration 93Q: 3 clusters Score -616475.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -616477.187500 Penalty: 2988.910156
	Iteration 94Q: 3 clusters Score -616477.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -616477.187500 Penalty: 2988.910156
	Iteration 95Q: 3 clusters Score -616477.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -616478.750000 Penalty: 2988.910156
	Iteration 96Q: 3 clusters Score -616478.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -616481.187500 Penalty: 2988.910156
	Iteration 97Q: 3 clusters Score -616481.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -616482.000000 Penalty: 2988.910156
	Iteration 98Q: 3 clusters Score -616482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -616483.562500 Penalty: 2988.910156
	Iteration 99Q: 3 clusters Score -616483.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -616481.500000 Penalty: 2988.910156
	Iteration 100F: 3 clusters Score -616481.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -616482.812500 Penalty: 2988.910156
	Iteration 101Q: 3 clusters Score -616482.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -616483.562500 Penalty: 2988.910156
	Iteration 102Q: 3 clusters Score -616483.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -616484.250000 Penalty: 2988.910156
	Iteration 103Q: 3 clusters Score -616484.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -616485.250000 Penalty: 2988.910156
	Iteration 104Q: 3 clusters Score -616485.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -616484.187500 Penalty: 2988.910156
	Iteration 105Q: 3 clusters Score -616484.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -616484.187500 Penalty: 2988.910156
	Iteration 106Q: 3 clusters Score -616484.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -616484.500000 Penalty: 2988.910156
	Iteration 107Q: 3 clusters Score -616484.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -616484.500000 Penalty: 2988.910156
	Iteration 108F: 3 clusters Score -616484.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Entering Unmasked Estep 
Score: -680576.312500 Penalty: 1508.553345
	Iteration 0F: 2 clusters Score -680576.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -672900.375000 Penalty: 3017.106689
	Iteration 0F: 3 clusters Score -672900.4 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -675349.187500 Penalty: 3017.106689
	Iteration 1F: 3 clusters Score -675349.2 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -675608.437500 Penalty: 3017.106689
	Iteration 2F: 3 clusters Score -675608.4 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -675854.687500 Penalty: 3017.106689
	Iteration 3F: 3 clusters Score -675854.7 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -676138.375000 Penalty: 3017.106689
	Iteration 4F: 3 clusters Score -676138.4 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -676484.375000 Penalty: 3017.106689
	Iteration 5F: 3 clusters Score -676484.4 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -676847.500000 Penalty: 3017.106689
	Iteration 6F: 3 clusters Score -676847.5 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -677246.937500 Penalty: 3017.106689
	Iteration 7F: 3 clusters Score -677246.9 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -677630.250000 Penalty: 3017.106689
	Iteration 8F: 3 clusters Score -677630.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -678004.875000 Penalty: 3017.106689
	Iteration 9Q: 3 clusters Score -678004.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -678322.687500 Penalty: 3017.106689
	Iteration 10Q: 3 clusters Score -678322.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -678553.625000 Penalty: 3017.106689
	Iteration 11Q: 3 clusters Score -678553.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -678746.875000 Penalty: 3017.106689
	Iteration 12Q: 3 clusters Score -678746.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -678887.937500 Penalty: 3017.106689
	Iteration 13Q: 3 clusters Score -678887.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -678977.187500 Penalty: 3017.106689
	Iteration 14Q: 3 clusters Score -678977.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -679048.187500 Penalty: 3017.106689
	Iteration 15Q: 3 clusters Score -679048.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -679114.937500 Penalty: 3017.106689
	Iteration 16Q: 3 clusters Score -679114.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -679161.562500 Penalty: 3017.106689
	Iteration 17Q: 3 clusters Score -679161.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -679185.625000 Penalty: 3017.106689
	Iteration 18Q: 3 clusters Score -679185.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -679196.875000 Penalty: 3017.106689
	Iteration 19Q: 3 clusters Score -679196.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -679205.500000 Penalty: 3017.106689
	Iteration 20F: 3 clusters Score -679205.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -679218.812500 Penalty: 3017.106689
	Iteration 21Q: 3 clusters Score -679218.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -679235.375000 Penalty: 3017.106689
	Iteration 22Q: 3 clusters Score -679235.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -679243.875000 Penalty: 3017.106689
	Iteration 23Q: 3 clusters Score -679243.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -679249.187500 Penalty: 3017.106689
	Iteration 24Q: 3 clusters Score -679249.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -679250.375000 Penalty: 3017.106689
	Iteration 25Q: 3 clusters Score -679250.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -679253.312500 Penalty: 3017.106689
	Iteration 26Q: 3 clusters Score -679253.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -679254.625000 Penalty: 3017.106689
	Iteration 27Q: 3 clusters Score -679254.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -679261.312500 Penalty: 3017.106689
	Iteration 28Q: 3 clusters Score -679261.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -679266.562500 Penalty: 3017.106689
	Iteration 29Q: 3 clusters Score -679266.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -679268.125000 Penalty: 3017.106689
	Iteration 30Q: 3 clusters Score -679268.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -679271.062500 Penalty: 3017.106689
	Iteration 31Q: 3 clusters Score -679271.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -679274.250000 Penalty: 3017.106689
	Iteration 32Q: 3 clusters Score -679274.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -679280.625000 Penalty: 3017.106689
	Iteration 33Q: 3 clusters Score -679280.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -679286.750000 Penalty: 3017.106689
	Iteration 34Q: 3 clusters Score -679286.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -679290.812500 Penalty: 3017.106689
	Iteration 35Q: 3 clusters Score -679290.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -679291.437500 Penalty: 3017.106689
	Iteration 36Q: 3 clusters Score -679291.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -679296.812500 Penalty: 3017.106689
	Iteration 37Q: 3 clusters Score -679296.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -679297.562500 Penalty: 3017.106689
	Iteration 38Q: 3 clusters Score -679297.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -679297.562500 Penalty: 3017.106689
	Iteration 39F: 3 clusters Score -679297.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Entering Unmasked Estep 
Score: -737522.000000 Penalty: 1519.603516
	Iteration 0F: 2 clusters Score -737522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -729373.687500 Penalty: 3039.207031
	Iteration 0F: 3 clusters Score -729373.7 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -732305.062500 Penalty: 3039.207031
	Iteration 1F: 3 clusters Score -732305.1 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -732742.750000 Penalty: 3039.207031
	Iteration 2F: 3 clusters Score -732742.8 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -733190.625000 Penalty: 3039.207031
	Iteration 3F: 3 clusters Score -733190.6 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -733713.375000 Penalty: 3039.207031
	Iteration 4F: 3 clusters Score -733713.4 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -734341.562500 Penalty: 3039.207031
	Iteration 5F: 3 clusters Score -734341.6 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -734951.000000 Penalty: 3039.207031
	Iteration 6F: 3 clusters Score -734951 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -735440.000000 Penalty: 3039.207031
	Iteration 7F: 3 clusters Score -735440 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -735759.062500 Penalty: 3039.207031
	Iteration 8Q: 3 clusters Score -735759.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -735919.062500 Penalty: 3039.207031
	Iteration 9Q: 3 clusters Score -735919.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -736014.312500 Penalty: 3039.207031
	Iteration 10Q: 3 clusters Score -736014.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -736074.750000 Penalty: 3039.207031
	Iteration 11Q: 3 clusters Score -736074.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -736116.312500 Penalty: 3039.207031
	Iteration 12Q: 3 clusters Score -736116.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -736147.500000 Penalty: 3039.207031
	Iteration 13Q: 3 clusters Score -736147.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -736172.625000 Penalty: 3039.207031
	Iteration 14Q: 3 clusters Score -736172.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -736203.875000 Penalty: 3039.207031
	Iteration 15Q: 3 clusters Score -736203.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -736225.687500 Penalty: 3039.207031
	Iteration 16Q: 3 clusters Score -736225.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -736245.187500 Penalty: 3039.207031
	Iteration 17Q: 3 clusters Score -736245.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -736264.750000 Penalty: 3039.207031
	Iteration 18Q: 3 clusters Score -736264.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -736288.625000 Penalty: 3039.207031
	Iteration 19Q: 3 clusters Score -736288.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -736316.687500 Penalty: 3039.207031
	Iteration 20F: 3 clusters Score -736316.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -736348.312500 Penalty: 3039.207031
	Iteration 21Q: 3 clusters Score -736348.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -736391.000000 Penalty: 3039.207031
	Iteration 22Q: 3 clusters Score -736391 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -736427.937500 Penalty: 3039.207031
	Iteration 23Q: 3 clusters Score -736427.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -736462.250000 Penalty: 3039.207031
	Iteration 24Q: 3 clusters Score -736462.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -736499.687500 Penalty: 3039.207031
	Iteration 25Q: 3 clusters Score -736499.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -736546.062500 Penalty: 3039.207031
	Iteration 26Q: 3 clusters Score -736546.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -736597.062500 Penalty: 3039.207031
	Iteration 27Q: 3 clusters Score -736597.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -736648.312500 Penalty: 3039.207031
	Iteration 28Q: 3 clusters Score -736648.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -736695.187500 Penalty: 3039.207031
	Iteration 29Q: 3 clusters Score -736695.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -736727.375000 Penalty: 3039.207031
	Iteration 30Q: 3 clusters Score -736727.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -736750.062500 Penalty: 3039.207031
	Iteration 31Q: 3 clusters Score -736750.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -736766.562500 Penalty: 3039.207031
	Iteration 32Q: 3 clusters Score -736766.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -736777.437500 Penalty: 3039.207031
	Iteration 33Q: 3 clusters Score -736777.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -736784.062500 Penalty: 3039.207031
	Iteration 34Q: 3 clusters Score -736784.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -736787.312500 Penalty: 3039.207031
	Iteration 35Q: 3 clusters Score -736787.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -736789.375000 Penalty: 3039.207031
	Iteration 36Q: 3 clusters Score -736789.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -736796.187500 Penalty: 3039.207031
	Iteration 37Q: 3 clusters Score -736796.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -736800.500000 Penalty: 3039.207031
	Iteration 38Q: 3 clusters Score -736800.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -736804.000000 Penalty: 3039.207031
	Iteration 39Q: 3 clusters Score -736804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -736809.062500 Penalty: 3039.207031
	Iteration 40F: 3 clusters Score -736809.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -736812.625000 Penalty: 3039.207031
	Iteration 41Q: 3 clusters Score -736812.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -736813.875000 Penalty: 3039.207031
	Iteration 42Q: 3 clusters Score -736813.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -736816.437500 Penalty: 3039.207031
	Iteration 43Q: 3 clusters Score -736816.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -736817.375000 Penalty: 3039.207031
	Iteration 44Q: 3 clusters Score -736817.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -736817.500000 Penalty: 3039.207031
	Iteration 45Q: 3 clusters Score -736817.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -736817.687500 Penalty: 3039.207031
	Iteration 46Q: 3 clusters Score -736817.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -736818.062500 Penalty: 3039.207031
	Iteration 47Q: 3 clusters Score -736818.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -736820.375000 Penalty: 3039.207031
	Iteration 48Q: 3 clusters Score -736820.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -736820.562500 Penalty: 3039.207031
	Iteration 49Q: 3 clusters Score -736820.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -736820.562500 Penalty: 3039.207031
	Iteration 50Q: 3 clusters Score -736820.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -736821.375000 Penalty: 3039.207031
	Iteration 51Q: 3 clusters Score -736821.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -736819.937500 Penalty: 3039.207031
	Iteration 52Q: 3 clusters Score -736819.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -736819.625000 Penalty: 3039.207031
	Iteration 53Q: 3 clusters Score -736819.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -736821.687500 Penalty: 3039.207031
	Iteration 54Q: 3 clusters Score -736821.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -736823.562500 Penalty: 3039.207031
	Iteration 55Q: 3 clusters Score -736823.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -736823.500000 Penalty: 3039.207031
	Iteration 56Q: 3 clusters Score -736823.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -736823.750000 Penalty: 3039.207031
	Iteration 57Q: 3 clusters Score -736823.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -736823.937500 Penalty: 3039.207031
	Iteration 58Q: 3 clusters Score -736823.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -736825.437500 Penalty: 3039.207031
	Iteration 59Q: 3 clusters Score -736825.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -736827.000000 Penalty: 3039.207031
	Iteration 60F: 3 clusters Score -736827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -736829.187500 Penalty: 3039.207031
	Iteration 61Q: 3 clusters Score -736829.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -736830.687500 Penalty: 3039.207031
	Iteration 62Q: 3 clusters Score -736830.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -736831.250000 Penalty: 3039.207031
	Iteration 63Q: 3 clusters Score -736831.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -736831.000000 Penalty: 3039.207031
	Iteration 64Q: 3 clusters Score -736831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -736829.375000 Penalty: 3039.207031
	Iteration 65Q: 3 clusters Score -736829.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -736829.375000 Penalty: 3039.207031
	Iteration 66F: 3 clusters Score -736829.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Entering Unmasked Estep 
Score: -448192.968750 Penalty: 1444.355713
	Iteration 0F: 2 clusters Score -448193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -442790.000000 Penalty: 2888.711426
	Iteration 0F: 3 clusters Score -442790 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -444529.218750 Penalty: 2888.711426
	Iteration 1F: 3 clusters Score -444529.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -444776.968750 Penalty: 2888.711426
	Iteration 2F: 3 clusters Score -444777 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -444997.218750 Penalty: 2888.711426
	Iteration 3F: 3 clusters Score -444997.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -445215.437500 Penalty: 2888.711426
	Iteration 4Q: 3 clusters Score -445215.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -445444.437500 Penalty: 2888.711426
	Iteration 5F: 3 clusters Score -445444.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -445705.718750 Penalty: 2888.711426
	Iteration 6Q: 3 clusters Score -445705.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -445993.500000 Penalty: 2888.711426
	Iteration 7F: 3 clusters Score -445993.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -446259.687500 Penalty: 2888.711426
	Iteration 8Q: 3 clusters Score -446259.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -446453.218750 Penalty: 2888.711426
	Iteration 9Q: 3 clusters Score -446453.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -446570.437500 Penalty: 2888.711426
	Iteration 10Q: 3 clusters Score -446570.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -446652.875000 Penalty: 2888.711426
	Iteration 11Q: 3 clusters Score -446652.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -446715.656250 Penalty: 2888.711426
	Iteration 12Q: 3 clusters Score -446715.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -446755.937500 Penalty: 2888.711426
	Iteration 13Q: 3 clusters Score -446755.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -446785.375000 Penalty: 2888.711426
	Iteration 14Q: 3 clusters Score -446785.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -446800.625000 Penalty: 2888.711426
	Iteration 15Q: 3 clusters Score -446800.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -446811.500000 Penalty: 2888.711426
	Iteration 16Q: 3 clusters Score -446811.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -446819.125000 Penalty: 2888.711426
	Iteration 17Q: 3 clusters Score -446819.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -446824.812500 Penalty: 2888.711426
	Iteration 18Q: 3 clusters Score -446824.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -446831.000000 Penalty: 2888.711426
	Iteration 19Q: 3 clusters Score -446831 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -446835.812500 Penalty: 2888.711426
	Iteration 20F: 3 clusters Score -446835.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -446838.187500 Penalty: 2888.711426
	Iteration 21Q: 3 clusters Score -446838.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -446843.031250 Penalty: 2888.711426
	Iteration 22Q: 3 clusters Score -446843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -446843.562500 Penalty: 2888.711426
	Iteration 23Q: 3 clusters Score -446843.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -446845.625000 Penalty: 2888.711426
	Iteration 24Q: 3 clusters Score -446845.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -446847.875000 Penalty: 2888.711426
	Iteration 25Q: 3 clusters Score -446847.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -446847.312500 Penalty: 2888.711426
	Iteration 26Q: 3 clusters Score -446847.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -446847.500000 Penalty: 2888.711426
	Iteration 27Q: 3 clusters Score -446847.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -446848.500000 Penalty: 2888.711426
	Iteration 28Q: 3 clusters Score -446848.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -446848.718750 Penalty: 2888.711426
	Iteration 29Q: 3 clusters Score -446848.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -446849.375000 Penalty: 2888.711426
	Iteration 30Q: 3 clusters Score -446849.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -446848.500000 Penalty: 2888.711426
	Iteration 31Q: 3 clusters Score -446848.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -446848.968750 Penalty: 2888.711426
	Iteration 32Q: 3 clusters Score -446849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -446849.312500 Penalty: 2888.711426
	Iteration 33Q: 3 clusters Score -446849.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -446849.750000 Penalty: 2888.711426
	Iteration 34Q: 3 clusters Score -446849.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -446850.781250 Penalty: 2888.711426
	Iteration 35Q: 3 clusters Score -446850.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -446851.718750 Penalty: 2888.711426
	Iteration 36Q: 3 clusters Score -446851.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -446851.812500 Penalty: 2888.711426
	Iteration 37Q: 3 clusters Score -446851.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -446851.968750 Penalty: 2888.711426
	Iteration 38Q: 3 clusters Score -446852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -446851.843750 Penalty: 2888.711426
	Iteration 39Q: 3 clusters Score -446851.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -446852.781250 Penalty: 2888.711426
	Iteration 40F: 3 clusters Score -446852.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -446852.750000 Penalty: 2888.711426
	Iteration 41Q: 3 clusters Score -446852.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -446852.750000 Penalty: 2888.711426
	Iteration 42Q: 3 clusters Score -446852.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -446853.468750 Penalty: 2888.711426
	Iteration 43Q: 3 clusters Score -446853.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -446853.468750 Penalty: 2888.711426
	Iteration 44F: 3 clusters Score -446853.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Entering Unmasked Estep 
Score: -139241.234375 Penalty: 1253.199463
	Iteration 0F: 2 clusters Score -139241.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -136991.703125 Penalty: 2506.398926
	Iteration 0F: 3 clusters Score -136991.7 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -137499.375000 Penalty: 2506.398926
	Iteration 1F: 3 clusters Score -137499.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -137625.843750 Penalty: 2506.398926
	Iteration 2F: 3 clusters Score -137625.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -137714.656250 Penalty: 2506.398926
	Iteration 3F: 3 clusters Score -137714.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -137767.375000 Penalty: 2506.398926
	Iteration 4Q: 3 clusters Score -137767.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -137807.484375 Penalty: 2506.398926
	Iteration 5Q: 3 clusters Score -137807.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -137842.453125 Penalty: 2506.398926
	Iteration 6Q: 3 clusters Score -137842.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -137884.078125 Penalty: 2506.398926
	Iteration 7Q: 3 clusters Score -137884.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -137918.171875 Penalty: 2506.398926
	Iteration 8Q: 3 clusters Score -137918.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -137949.750000 Penalty: 2506.398926
	Iteration 9Q: 3 clusters Score -137949.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -137973.796875 Penalty: 2506.398926
	Iteration 10Q: 3 clusters Score -137973.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -137992.921875 Penalty: 2506.398926
	Iteration 11Q: 3 clusters Score -137992.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -138013.781250 Penalty: 2506.398926
	Iteration 12Q: 3 clusters Score -138013.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -138039.296875 Penalty: 2506.398926
	Iteration 13Q: 3 clusters Score -138039.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -138055.078125 Penalty: 2506.398926
	Iteration 14Q: 3 clusters Score -138055.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -138065.500000 Penalty: 2506.398926
	Iteration 15Q: 3 clusters Score -138065.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -138073.718750 Penalty: 2506.398926
	Iteration 16Q: 3 clusters Score -138073.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -138076.500000 Penalty: 2506.398926
	Iteration 17Q: 3 clusters Score -138076.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -138080.609375 Penalty: 2506.398926
	Iteration 18Q: 3 clusters Score -138080.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -138086.500000 Penalty: 2506.398926
	Iteration 19Q: 3 clusters Score -138086.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -138094.843750 Penalty: 2506.398926
	Iteration 20F: 3 clusters Score -138094.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -138104.031250 Penalty: 2506.398926
	Iteration 21Q: 3 clusters Score -138104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -138118.171875 Penalty: 2506.398926
	Iteration 22Q: 3 clusters Score -138118.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -138125.828125 Penalty: 2506.398926
	Iteration 23Q: 3 clusters Score -138125.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -138131.843750 Penalty: 2506.398926
	Iteration 24Q: 3 clusters Score -138131.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -138135.671875 Penalty: 2506.398926
	Iteration 25Q: 3 clusters Score -138135.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -138142.203125 Penalty: 2506.398926
	Iteration 26Q: 3 clusters Score -138142.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -138146.562500 Penalty: 2506.398926
	Iteration 27Q: 3 clusters Score -138146.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -138151.296875 Penalty: 2506.398926
	Iteration 28Q: 3 clusters Score -138151.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -138152.734375 Penalty: 2506.398926
	Iteration 29Q: 3 clusters Score -138152.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -138153.531250 Penalty: 2506.398926
	Iteration 30Q: 3 clusters Score -138153.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -138153.859375 Penalty: 2506.398926
	Iteration 31Q: 3 clusters Score -138153.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -138154.000000 Penalty: 2506.398926
	Iteration 32Q: 3 clusters Score -138154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -138154.000000 Penalty: 2506.398926
	Iteration 33F: 3 clusters Score -138154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Entering Unmasked Estep 
Score: -207390.234375 Penalty: 1302.490723
	Iteration 0F: 2 clusters Score -207390.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -204653.687500 Penalty: 2604.981445
	Iteration 0F: 3 clusters Score -204653.7 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -205277.750000 Penalty: 2604.981445
	Iteration 1F: 3 clusters Score -205277.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -205390.015625 Penalty: 2604.981445
	Iteration 2F: 3 clusters Score -205390 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -205456.281250 Penalty: 2604.981445
	Iteration 3Q: 3 clusters Score -205456.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -205505.390625 Penalty: 2604.981445
	Iteration 4Q: 3 clusters Score -205505.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -205538.812500 Penalty: 2604.981445
	Iteration 5Q: 3 clusters Score -205538.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -205556.046875 Penalty: 2604.981445
	Iteration 6Q: 3 clusters Score -205556 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -205567.937500 Penalty: 2604.981445
	Iteration 7Q: 3 clusters Score -205567.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -205582.453125 Penalty: 2604.981445
	Iteration 8Q: 3 clusters Score -205582.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -205594.484375 Penalty: 2604.981445
	Iteration 9Q: 3 clusters Score -205594.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -205607.843750 Penalty: 2604.981445
	Iteration 10Q: 3 clusters Score -205607.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -205613.609375 Penalty: 2604.981445
	Iteration 11Q: 3 clusters Score -205613.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -205617.234375 Penalty: 2604.981445
	Iteration 12Q: 3 clusters Score -205617.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -205619.812500 Penalty: 2604.981445
	Iteration 13Q: 3 clusters Score -205619.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -205620.421875 Penalty: 2604.981445
	Iteration 14Q: 3 clusters Score -205620.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -205621.937500 Penalty: 2604.981445
	Iteration 15Q: 3 clusters Score -205621.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -205624.328125 Penalty: 2604.981445
	Iteration 16Q: 3 clusters Score -205624.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -205627.671875 Penalty: 2604.981445
	Iteration 17Q: 3 clusters Score -205627.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -205630.046875 Penalty: 2604.981445
	Iteration 18Q: 3 clusters Score -205630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -205633.968750 Penalty: 2604.981445
	Iteration 19Q: 3 clusters Score -205634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -205635.562500 Penalty: 2604.981445
	Iteration 20F: 3 clusters Score -205635.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -205638.593750 Penalty: 2604.981445
	Iteration 21Q: 3 clusters Score -205638.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -205640.625000 Penalty: 2604.981445
	Iteration 22Q: 3 clusters Score -205640.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -205644.531250 Penalty: 2604.981445
	Iteration 23Q: 3 clusters Score -205644.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -205651.578125 Penalty: 2604.981445
	Iteration 24Q: 3 clusters Score -205651.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -205654.281250 Penalty: 2604.981445
	Iteration 25Q: 3 clusters Score -205654.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -205658.812500 Penalty: 2604.981445
	Iteration 26Q: 3 clusters Score -205658.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -205665.453125 Penalty: 2604.981445
	Iteration 27Q: 3 clusters Score -205665.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -205675.625000 Penalty: 2604.981445
	Iteration 28Q: 3 clusters Score -205675.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -205684.750000 Penalty: 2604.981445
	Iteration 29Q: 3 clusters Score -205684.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -205689.671875 Penalty: 2604.981445
	Iteration 30Q: 3 clusters Score -205689.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -205694.765625 Penalty: 2604.981445
	Iteration 31Q: 3 clusters Score -205694.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -205699.234375 Penalty: 2604.981445
	Iteration 32Q: 3 clusters Score -205699.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -205704.968750 Penalty: 2604.981445
	Iteration 33Q: 3 clusters Score -205705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -205707.703125 Penalty: 2604.981445
	Iteration 34Q: 3 clusters Score -205707.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -205710.734375 Penalty: 2604.981445
	Iteration 35Q: 3 clusters Score -205710.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -205712.546875 Penalty: 2604.981445
	Iteration 36Q: 3 clusters Score -205712.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -205714.359375 Penalty: 2604.981445
	Iteration 37Q: 3 clusters Score -205714.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -205715.890625 Penalty: 2604.981445
	Iteration 38Q: 3 clusters Score -205715.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -205716.359375 Penalty: 2604.981445
	Iteration 39Q: 3 clusters Score -205716.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -205717.703125 Penalty: 2604.981445
	Iteration 40F: 3 clusters Score -205717.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -205719.765625 Penalty: 2604.981445
	Iteration 41Q: 3 clusters Score -205719.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -205720.343750 Penalty: 2604.981445
	Iteration 42Q: 3 clusters Score -205720.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -205721.140625 Penalty: 2604.981445
	Iteration 43Q: 3 clusters Score -205721.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -205721.218750 Penalty: 2604.981445
	Iteration 44Q: 3 clusters Score -205721.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -205723.015625 Penalty: 2604.981445
	Iteration 45Q: 3 clusters Score -205723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -205723.234375 Penalty: 2604.981445
	Iteration 46Q: 3 clusters Score -205723.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -205723.234375 Penalty: 2604.981445
	Iteration 47F: 3 clusters Score -205723.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Entering Unmasked Estep 
Score: -585465.750000 Penalty: 1491.008667
	Iteration 0F: 2 clusters Score -585465.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -578444.000000 Penalty: 2982.017334
	Iteration 0F: 3 clusters Score -578444 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -580851.312500 Penalty: 2982.017334
	Iteration 1F: 3 clusters Score -580851.3 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -581192.937500 Penalty: 2982.017334
	Iteration 2F: 3 clusters Score -581192.9 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -581464.125000 Penalty: 2982.017334
	Iteration 3F: 3 clusters Score -581464.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -581696.500000 Penalty: 2982.017334
	Iteration 4F: 3 clusters Score -581696.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -581908.375000 Penalty: 2982.017334
	Iteration 5Q: 3 clusters Score -581908.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -582107.187500 Penalty: 2982.017334
	Iteration 6Q: 3 clusters Score -582107.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -582298.687500 Penalty: 2982.017334
	Iteration 7Q: 3 clusters Score -582298.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -582477.000000 Penalty: 2982.017334
	Iteration 8Q: 3 clusters Score -582477 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -582650.437500 Penalty: 2982.017334
	Iteration 9Q: 3 clusters Score -582650.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -582796.250000 Penalty: 2982.017334
	Iteration 10Q: 3 clusters Score -582796.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -582929.937500 Penalty: 2982.017334
	Iteration 11Q: 3 clusters Score -582929.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -583043.062500 Penalty: 2982.017334
	Iteration 12Q: 3 clusters Score -583043.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -583124.125000 Penalty: 2982.017334
	Iteration 13Q: 3 clusters Score -583124.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -583184.187500 Penalty: 2982.017334
	Iteration 14Q: 3 clusters Score -583184.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -583239.000000 Penalty: 2982.017334
	Iteration 15Q: 3 clusters Score -583239 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -583281.625000 Penalty: 2982.017334
	Iteration 16Q: 3 clusters Score -583281.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -583324.000000 Penalty: 2982.017334
	Iteration 17Q: 3 clusters Score -583324 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -583360.812500 Penalty: 2982.017334
	Iteration 18Q: 3 clusters Score -583360.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -583400.437500 Penalty: 2982.017334
	Iteration 19Q: 3 clusters Score -583400.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -583446.812500 Penalty: 2982.017334
	Iteration 20F: 3 clusters Score -583446.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -583489.000000 Penalty: 2982.017334
	Iteration 21Q: 3 clusters Score -583489 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -583532.625000 Penalty: 2982.017334
	Iteration 22Q: 3 clusters Score -583532.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -583570.062500 Penalty: 2982.017334
	Iteration 23Q: 3 clusters Score -583570.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -583595.375000 Penalty: 2982.017334
	Iteration 24Q: 3 clusters Score -583595.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -583620.562500 Penalty: 2982.017334
	Iteration 25Q: 3 clusters Score -583620.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -583640.875000 Penalty: 2982.017334
	Iteration 26Q: 3 clusters Score -583640.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -583657.062500 Penalty: 2982.017334
	Iteration 27Q: 3 clusters Score -583657.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -583673.312500 Penalty: 2982.017334
	Iteration 28Q: 3 clusters Score -583673.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -583688.625000 Penalty: 2982.017334
	Iteration 29Q: 3 clusters Score -583688.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -583708.250000 Penalty: 2982.017334
	Iteration 30Q: 3 clusters Score -583708.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -583730.875000 Penalty: 2982.017334
	Iteration 31Q: 3 clusters Score -583730.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -583759.750000 Penalty: 2982.017334
	Iteration 32Q: 3 clusters Score -583759.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -583798.187500 Penalty: 2982.017334
	Iteration 33Q: 3 clusters Score -583798.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -583838.312500 Penalty: 2982.017334
	Iteration 34Q: 3 clusters Score -583838.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -583900.812500 Penalty: 2982.017334
	Iteration 35Q: 3 clusters Score -583900.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -583977.437500 Penalty: 2982.017334
	Iteration 36Q: 3 clusters Score -583977.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -584045.125000 Penalty: 2982.017334
	Iteration 37Q: 3 clusters Score -584045.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -584097.375000 Penalty: 2982.017334
	Iteration 38Q: 3 clusters Score -584097.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -584144.375000 Penalty: 2982.017334
	Iteration 39Q: 3 clusters Score -584144.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -584185.187500 Penalty: 2982.017334
	Iteration 40F: 3 clusters Score -584185.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -584238.062500 Penalty: 2982.017334
	Iteration 41Q: 3 clusters Score -584238.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -584320.687500 Penalty: 2982.017334
	Iteration 42Q: 3 clusters Score -584320.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -584422.750000 Penalty: 2982.017334
	Iteration 43Q: 3 clusters Score -584422.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -584543.562500 Penalty: 2982.017334
	Iteration 44Q: 3 clusters Score -584543.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -584626.250000 Penalty: 2982.017334
	Iteration 45Q: 3 clusters Score -584626.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -584686.687500 Penalty: 2982.017334
	Iteration 46Q: 3 clusters Score -584686.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -584723.812500 Penalty: 2982.017334
	Iteration 47Q: 3 clusters Score -584723.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -584750.375000 Penalty: 2982.017334
	Iteration 48Q: 3 clusters Score -584750.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -584760.875000 Penalty: 2982.017334
	Iteration 49Q: 3 clusters Score -584760.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -584772.625000 Penalty: 2982.017334
	Iteration 50Q: 3 clusters Score -584772.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -584780.187500 Penalty: 2982.017334
	Iteration 51Q: 3 clusters Score -584780.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -584788.250000 Penalty: 2982.017334
	Iteration 52Q: 3 clusters Score -584788.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -584797.375000 Penalty: 2982.017334
	Iteration 53Q: 3 clusters Score -584797.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -584801.625000 Penalty: 2982.017334
	Iteration 54Q: 3 clusters Score -584801.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -584803.125000 Penalty: 2982.017334
	Iteration 55Q: 3 clusters Score -584803.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -584803.437500 Penalty: 2982.017334
	Iteration 56Q: 3 clusters Score -584803.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -584805.375000 Penalty: 2982.017334
	Iteration 57Q: 3 clusters Score -584805.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -584804.875000 Penalty: 2982.017334
	Iteration 58Q: 3 clusters Score -584804.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -584805.250000 Penalty: 2982.017334
	Iteration 59Q: 3 clusters Score -584805.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -584807.937500 Penalty: 2982.017334
	Iteration 60F: 3 clusters Score -584807.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -584810.750000 Penalty: 2982.017334
	Iteration 61Q: 3 clusters Score -584810.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -584812.875000 Penalty: 2982.017334
	Iteration 62Q: 3 clusters Score -584812.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -584815.500000 Penalty: 2982.017334
	Iteration 63Q: 3 clusters Score -584815.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -584815.500000 Penalty: 2982.017334
	Iteration 64F: 3 clusters Score -584815.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Entering Unmasked Estep 
Score: -1340257.250000 Penalty: 1613.843750
	Iteration 0F: 2 clusters Score -1340257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1326275.875000 Penalty: 3227.687500
	Iteration 0F: 3 clusters Score -1326276 nChanged 9279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1331269.125000 Penalty: 3227.687500
	Iteration 1F: 3 clusters Score -1331269 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1331560.750000 Penalty: 3227.687500
	Iteration 2Q: 3 clusters Score -1331561 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1331819.500000 Penalty: 3227.687500
	Iteration 3Q: 3 clusters Score -1331820 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1332111.750000 Penalty: 3227.687500
	Iteration 4Q: 3 clusters Score -1332112 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1332468.375000 Penalty: 3227.687500
	Iteration 5Q: 3 clusters Score -1332468 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1333040.375000 Penalty: 3227.687500
	Iteration 6F: 3 clusters Score -1333040 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1333952.875000 Penalty: 3227.687500
	Iteration 7F: 3 clusters Score -1333953 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1335209.625000 Penalty: 3227.687500
	Iteration 8F: 3 clusters Score -1335210 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1336591.250000 Penalty: 3227.687500
	Iteration 9F: 3 clusters Score -1336591 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1337633.375000 Penalty: 3227.687500
	Iteration 10F: 3 clusters Score -1337633 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1338305.125000 Penalty: 3227.687500
	Iteration 11Q: 3 clusters Score -1338305 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1338607.000000 Penalty: 3227.687500
	Iteration 12Q: 3 clusters Score -1338607 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1338732.625000 Penalty: 3227.687500
	Iteration 13Q: 3 clusters Score -1338733 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1338782.750000 Penalty: 3227.687500
	Iteration 14Q: 3 clusters Score -1338783 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1338814.250000 Penalty: 3227.687500
	Iteration 15Q: 3 clusters Score -1338814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1338838.750000 Penalty: 3227.687500
	Iteration 16Q: 3 clusters Score -1338839 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1338862.125000 Penalty: 3227.687500
	Iteration 17Q: 3 clusters Score -1338862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1338883.125000 Penalty: 3227.687500
	Iteration 18Q: 3 clusters Score -1338883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1338901.250000 Penalty: 3227.687500
	Iteration 19Q: 3 clusters Score -1338901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1338915.625000 Penalty: 3227.687500
	Iteration 20F: 3 clusters Score -1338916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1338924.125000 Penalty: 3227.687500
	Iteration 21Q: 3 clusters Score -1338924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1338932.250000 Penalty: 3227.687500
	Iteration 22Q: 3 clusters Score -1338932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1338941.500000 Penalty: 3227.687500
	Iteration 23Q: 3 clusters Score -1338942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1338948.250000 Penalty: 3227.687500
	Iteration 24Q: 3 clusters Score -1338948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1338953.000000 Penalty: 3227.687500
	Iteration 25Q: 3 clusters Score -1338953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1338954.625000 Penalty: 3227.687500
	Iteration 26Q: 3 clusters Score -1338955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1338956.875000 Penalty: 3227.687500
	Iteration 27Q: 3 clusters Score -1338957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1338959.875000 Penalty: 3227.687500
	Iteration 28Q: 3 clusters Score -1338960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1338962.000000 Penalty: 3227.687500
	Iteration 29Q: 3 clusters Score -1338962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1338960.750000 Penalty: 3227.687500
	Iteration 30Q: 3 clusters Score -1338961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1338960.750000 Penalty: 3227.687500
	Iteration 31F: 3 clusters Score -1338961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -460554.875000 Penalty: 1436.076050
	Iteration 0F: 2 clusters Score -460554.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -455354.437500 Penalty: 2872.152100
	Iteration 0F: 3 clusters Score -455354.4 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -456875.062500 Penalty: 2872.152100
	Iteration 1F: 3 clusters Score -456875.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -457055.343750 Penalty: 2872.152100
	Iteration 2F: 3 clusters Score -457055.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -457190.406250 Penalty: 2872.152100
	Iteration 3Q: 3 clusters Score -457190.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -457299.937500 Penalty: 2872.152100
	Iteration 4Q: 3 clusters Score -457299.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -457398.187500 Penalty: 2872.152100
	Iteration 5Q: 3 clusters Score -457398.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -457505.531250 Penalty: 2872.152100
	Iteration 6Q: 3 clusters Score -457505.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -457670.468750 Penalty: 2872.152100
	Iteration 7Q: 3 clusters Score -457670.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -457864.187500 Penalty: 2872.152100
	Iteration 8Q: 3 clusters Score -457864.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -458060.406250 Penalty: 2872.152100
	Iteration 9Q: 3 clusters Score -458060.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -458274.375000 Penalty: 2872.152100
	Iteration 10Q: 3 clusters Score -458274.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -458493.875000 Penalty: 2872.152100
	Iteration 11Q: 3 clusters Score -458493.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -458690.250000 Penalty: 2872.152100
	Iteration 12Q: 3 clusters Score -458690.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -458849.437500 Penalty: 2872.152100
	Iteration 13Q: 3 clusters Score -458849.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -458960.156250 Penalty: 2872.152100
	Iteration 14Q: 3 clusters Score -458960.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -459037.062500 Penalty: 2872.152100
	Iteration 15Q: 3 clusters Score -459037.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -459102.750000 Penalty: 2872.152100
	Iteration 16Q: 3 clusters Score -459102.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -459141.687500 Penalty: 2872.152100
	Iteration 17Q: 3 clusters Score -459141.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -459179.750000 Penalty: 2872.152100
	Iteration 18Q: 3 clusters Score -459179.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -459204.218750 Penalty: 2872.152100
	Iteration 19Q: 3 clusters Score -459204.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -459226.968750 Penalty: 2872.152100
	Iteration 20F: 3 clusters Score -459227 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -459243.406250 Penalty: 2872.152100
	Iteration 21Q: 3 clusters Score -459243.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -459265.968750 Penalty: 2872.152100
	Iteration 22Q: 3 clusters Score -459266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -459281.937500 Penalty: 2872.152100
	Iteration 23Q: 3 clusters Score -459281.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -459294.843750 Penalty: 2872.152100
	Iteration 24Q: 3 clusters Score -459294.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -459301.812500 Penalty: 2872.152100
	Iteration 25Q: 3 clusters Score -459301.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -459307.406250 Penalty: 2872.152100
	Iteration 26Q: 3 clusters Score -459307.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -459310.156250 Penalty: 2872.152100
	Iteration 27Q: 3 clusters Score -459310.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -459314.468750 Penalty: 2872.152100
	Iteration 28Q: 3 clusters Score -459314.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -459319.281250 Penalty: 2872.152100
	Iteration 29Q: 3 clusters Score -459319.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -459324.312500 Penalty: 2872.152100
	Iteration 30Q: 3 clusters Score -459324.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -459326.843750 Penalty: 2872.152100
	Iteration 31Q: 3 clusters Score -459326.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -459328.343750 Penalty: 2872.152100
	Iteration 32Q: 3 clusters Score -459328.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -459331.375000 Penalty: 2872.152100
	Iteration 33Q: 3 clusters Score -459331.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -459336.593750 Penalty: 2872.152100
	Iteration 34Q: 3 clusters Score -459336.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -459339.531250 Penalty: 2872.152100
	Iteration 35Q: 3 clusters Score -459339.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -459347.125000 Penalty: 2872.152100
	Iteration 36Q: 3 clusters Score -459347.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -459353.968750 Penalty: 2872.152100
	Iteration 37Q: 3 clusters Score -459354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -459356.281250 Penalty: 2872.152100
	Iteration 38Q: 3 clusters Score -459356.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -459358.062500 Penalty: 2872.152100
	Iteration 39Q: 3 clusters Score -459358.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -459359.625000 Penalty: 2872.152100
	Iteration 40F: 3 clusters Score -459359.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -459360.968750 Penalty: 2872.152100
	Iteration 41Q: 3 clusters Score -459361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -459360.968750 Penalty: 2872.152100
	Iteration 42F: 3 clusters Score -459361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (76752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76752 members 
Entering Unmasked Estep 
Score: -4820299.000000 Penalty: 1827.854370
	Iteration 0F: 2 clusters Score -4820299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -4768885.000000 Penalty: 3655.708740
	Iteration 0F: 3 clusters Score -4768885 nChanged 36524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
Score: -4789683.500000 Penalty: 3655.708740
	Iteration 1F: 3 clusters Score -4789684 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -4790156.000000 Penalty: 3655.708740
	Iteration 2Q: 3 clusters Score -4790156 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -4790810.000000 Penalty: 3655.708740
	Iteration 3Q: 3 clusters Score -4790810 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -4791560.000000 Penalty: 3655.708740
	Iteration 4Q: 3 clusters Score -4791560 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -4792593.000000 Penalty: 3655.708740
	Iteration 5Q: 3 clusters Score -4792593 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -4794218.500000 Penalty: 3655.708740
	Iteration 6Q: 3 clusters Score -4794218 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47325 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -4796454.000000 Penalty: 3655.708740
	Iteration 7F: 3 clusters Score -4796454 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51078 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -4799572.000000 Penalty: 3655.708740
	Iteration 8F: 3 clusters Score -4799572 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55354 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -4803195.000000 Penalty: 3655.708740
	Iteration 9F: 3 clusters Score -4803195 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59648 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -4806549.500000 Penalty: 3655.708740
	Iteration 10F: 3 clusters Score -4806550 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63665 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -4809513.500000 Penalty: 3655.708740
	Iteration 11F: 3 clusters Score -4809514 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67106 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -4811937.500000 Penalty: 3655.708740
	Iteration 12Q: 3 clusters Score -4811938 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69966 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -4813939.000000 Penalty: 3655.708740
	Iteration 13Q: 3 clusters Score -4813939 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72163 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -4815515.500000 Penalty: 3655.708740
	Iteration 14Q: 3 clusters Score -4815516 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73795 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -4816688.000000 Penalty: 3655.708740
	Iteration 15Q: 3 clusters Score -4816688 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74901 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -4817449.000000 Penalty: 3655.708740
	Iteration 16Q: 3 clusters Score -4817449 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75590 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4817994.500000 Penalty: 3655.708740
	Iteration 17Q: 3 clusters Score -4817994 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75959 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4818302.500000 Penalty: 3655.708740
	Iteration 18Q: 3 clusters Score -4818302 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76155 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4818467.000000 Penalty: 3655.708740
	Iteration 19Q: 3 clusters Score -4818467 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76265 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4818569.000000 Penalty: 3655.708740
	Iteration 20F: 3 clusters Score -4818569 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76324 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4818621.500000 Penalty: 3655.708740
	Iteration 21Q: 3 clusters Score -4818622 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76354 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4818654.500000 Penalty: 3655.708740
	Iteration 22Q: 3 clusters Score -4818654 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76379 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4818692.000000 Penalty: 3655.708740
	Iteration 23Q: 3 clusters Score -4818692 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76396 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4818712.500000 Penalty: 3655.708740
	Iteration 24Q: 3 clusters Score -4818712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76407 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4818732.500000 Penalty: 3655.708740
	Iteration 25Q: 3 clusters Score -4818732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76411 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4818743.000000 Penalty: 3655.708740
	Iteration 26Q: 3 clusters Score -4818743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76416 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4818750.000000 Penalty: 3655.708740
	Iteration 27Q: 3 clusters Score -4818750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76414 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4818749.500000 Penalty: 3655.708740
	Iteration 28Q: 3 clusters Score -4818750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76413 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4818749.000000 Penalty: 3655.708740
	Iteration 29Q: 3 clusters Score -4818749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76411 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4818753.000000 Penalty: 3655.708740
	Iteration 30Q: 3 clusters Score -4818753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76411 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4818754.500000 Penalty: 3655.708740
	Iteration 31Q: 3 clusters Score -4818754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76412 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4818757.500000 Penalty: 3655.708740
	Iteration 32Q: 3 clusters Score -4818758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76412 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4818757.500000 Penalty: 3655.708740
	Iteration 33F: 3 clusters Score -4818758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 6095 members 
Mstep: Class 4 contains 6336 members 
Mstep: Class 5 contains 1313 members 
Mstep: Class 8 contains 1278 members 
Mstep: Class 9 contains 493804 members 
Mstep: Class 10 contains 9864 members 
Mstep: Class 11 contains 10758 members 
Mstep: Class 12 contains 11515 members 
Mstep: Class 13 contains 7247 members 
Mstep: Class 16 contains 2235 members 
Mstep: Class 17 contains 3027 members 
Mstep: Class 18 contains 9657 members 
Mstep: Class 20 contains 20565 members 
Mstep: Class 21 contains 6887 members 
Mstep: Class 23 contains 76752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197052.000000 Penalty: 34918.949219
Iteration 159Q: 17 clusters Score -4.219705e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 6083 members 
Mstep: Class 4 contains 6337 members 
Mstep: Class 5 contains 1313 members 
Mstep: Class 8 contains 1279 members 
Mstep: Class 9 contains 493826 members 
Mstep: Class 10 contains 9866 members 
Mstep: Class 11 contains 10759 members 
Mstep: Class 12 contains 11510 members 
Mstep: Class 13 contains 7242 members 
Mstep: Class 16 contains 2234 members 
Mstep: Class 17 contains 3027 members 
Mstep: Class 18 contains 9664 members 
Mstep: Class 20 contains 20563 members 
Mstep: Class 21 contains 6887 members 
Mstep: Class 23 contains 76752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197120.000000 Penalty: 34918.949219
Iteration 160F: 17 clusters Score -4.219712e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 6079 members 
Mstep: Class 4 contains 6333 members 
Mstep: Class 5 contains 1313 members 
Mstep: Class 8 contains 1279 members 
Mstep: Class 9 contains 493832 members 
Mstep: Class 10 contains 9869 members 
Mstep: Class 11 contains 10759 members 
Mstep: Class 12 contains 11506 members 
Mstep: Class 13 contains 7238 members 
Mstep: Class 16 contains 2233 members 
Mstep: Class 17 contains 3027 members 
Mstep: Class 18 contains 9670 members 
Mstep: Class 20 contains 20565 members 
Mstep: Class 21 contains 6885 members 
Mstep: Class 23 contains 76750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197072.000000 Penalty: 34918.949219
Iteration 161Q: 17 clusters Score -4.219707e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 6070 members 
Mstep: Class 4 contains 6332 members 
Mstep: Class 5 contains 1314 members 
Mstep: Class 8 contains 1278 members 
Mstep: Class 9 contains 493843 members 
Mstep: Class 10 contains 9869 members 
Mstep: Class 11 contains 10757 members 
Mstep: Class 12 contains 11499 members 
Mstep: Class 13 contains 7234 members 
Mstep: Class 16 contains 2234 members 
Mstep: Class 17 contains 3027 members 
Mstep: Class 18 contains 9681 members 
Mstep: Class 20 contains 20571 members 
Mstep: Class 21 contains 6883 members 
Mstep: Class 23 contains 76748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197144.000000 Penalty: 34918.949219
Iteration 162Q: 17 clusters Score -4.219714e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 6054 members 
Mstep: Class 4 contains 6331 members 
Mstep: Class 5 contains 1315 members 
Mstep: Class 8 contains 1278 members 
Mstep: Class 9 contains 493846 members 
Mstep: Class 10 contains 9875 members 
Mstep: Class 11 contains 10754 members 
Mstep: Class 12 contains 11491 members 
Mstep: Class 13 contains 7230 members 
Mstep: Class 16 contains 2234 members 
Mstep: Class 17 contains 3030 members 
Mstep: Class 18 contains 9694 members 
Mstep: Class 20 contains 20579 members 
Mstep: Class 21 contains 6884 members 
Mstep: Class 23 contains 76749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197208.000000 Penalty: 34918.949219
Iteration 163Q: 17 clusters Score -4.219721e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 6051 members 
Mstep: Class 4 contains 6327 members 
Mstep: Class 5 contains 1315 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 493860 members 
Mstep: Class 10 contains 9878 members 
Mstep: Class 11 contains 10754 members 
Mstep: Class 12 contains 11483 members 
Mstep: Class 13 contains 7226 members 
Mstep: Class 16 contains 2234 members 
Mstep: Class 17 contains 3031 members 
Mstep: Class 18 contains 9705 members 
Mstep: Class 20 contains 20584 members 
Mstep: Class 21 contains 6883 members 
Mstep: Class 23 contains 76750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197180.000000 Penalty: 34918.949219
Iteration 164Q: 17 clusters Score -4.219718e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 6056 members 
Mstep: Class 4 contains 6321 members 
Mstep: Class 5 contains 1315 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 493858 members 
Mstep: Class 10 contains 9871 members 
Mstep: Class 11 contains 10758 members 
Mstep: Class 12 contains 11474 members 
Mstep: Class 13 contains 7223 members 
Mstep: Class 16 contains 2233 members 
Mstep: Class 17 contains 3034 members 
Mstep: Class 18 contains 9712 members 
Mstep: Class 20 contains 20591 members 
Mstep: Class 21 contains 6883 members 
Mstep: Class 23 contains 76752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197160.000000 Penalty: 34918.949219
Iteration 165Q: 17 clusters Score -4.219716e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 6057 members 
Mstep: Class 4 contains 6314 members 
Mstep: Class 5 contains 1315 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 493854 members 
Mstep: Class 10 contains 9861 members 
Mstep: Class 11 contains 10756 members 
Mstep: Class 12 contains 11468 members 
Mstep: Class 13 contains 7225 members 
Mstep: Class 16 contains 2232 members 
Mstep: Class 17 contains 3035 members 
Mstep: Class 18 contains 9717 members 
Mstep: Class 20 contains 20601 members 
Mstep: Class 21 contains 6883 members 
Mstep: Class 23 contains 76754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197168.000000 Penalty: 34918.949219
Iteration 166Q: 17 clusters Score -4.219717e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 6052 members 
Mstep: Class 4 contains 6303 members 
Mstep: Class 5 contains 1314 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 493861 members 
Mstep: Class 10 contains 9851 members 
Mstep: Class 11 contains 10754 members 
Mstep: Class 12 contains 11460 members 
Mstep: Class 13 contains 7227 members 
Mstep: Class 16 contains 2233 members 
Mstep: Class 17 contains 3037 members 
Mstep: Class 18 contains 9723 members 
Mstep: Class 20 contains 20603 members 
Mstep: Class 21 contains 6883 members 
Mstep: Class 23 contains 76762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197204.000000 Penalty: 34918.949219
Iteration 167Q: 17 clusters Score -4.21972e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 6045 members 
Mstep: Class 4 contains 6296 members 
Mstep: Class 5 contains 1314 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 493871 members 
Mstep: Class 10 contains 9853 members 
Mstep: Class 11 contains 10752 members 
Mstep: Class 12 contains 11453 members 
Mstep: Class 13 contains 7226 members 
Mstep: Class 16 contains 2234 members 
Mstep: Class 17 contains 3036 members 
Mstep: Class 18 contains 9728 members 
Mstep: Class 20 contains 20606 members 
Mstep: Class 21 contains 6884 members 
Mstep: Class 23 contains 76762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197176.000000 Penalty: 34918.949219
Iteration 168Q: 17 clusters Score -4.219718e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 6044 members 
Mstep: Class 4 contains 6288 members 
Mstep: Class 5 contains 1314 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 493875 members 
Mstep: Class 10 contains 9847 members 
Mstep: Class 11 contains 10752 members 
Mstep: Class 12 contains 11452 members 
Mstep: Class 13 contains 7228 members 
Mstep: Class 16 contains 2234 members 
Mstep: Class 17 contains 3036 members 
Mstep: Class 18 contains 9743 members 
Mstep: Class 20 contains 20608 members 
Mstep: Class 21 contains 6886 members 
Mstep: Class 23 contains 76762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197208.000000 Penalty: 34918.949219
Iteration 169Q: 17 clusters Score -4.219721e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 6027 members 
Mstep: Class 4 contains 6291 members 
Mstep: Class 5 contains 1313 members 
Mstep: Class 8 contains 1278 members 
Mstep: Class 9 contains 493888 members 
Mstep: Class 10 contains 9849 members 
Mstep: Class 11 contains 10752 members 
Mstep: Class 12 contains 11453 members 
Mstep: Class 13 contains 7227 members 
Mstep: Class 16 contains 2234 members 
Mstep: Class 17 contains 3040 members 
Mstep: Class 18 contains 9754 members 
Mstep: Class 20 contains 20610 members 
Mstep: Class 21 contains 6886 members 
Mstep: Class 23 contains 76759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197216.000000 Penalty: 34918.949219
Iteration 170Q: 17 clusters Score -4.219722e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 6003 members 
Mstep: Class 4 contains 6291 members 
Mstep: Class 5 contains 1314 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 493906 members 
Mstep: Class 10 contains 9848 members 
Mstep: Class 11 contains 10750 members 
Mstep: Class 12 contains 11452 members 
Mstep: Class 13 contains 7225 members 
Mstep: Class 16 contains 2233 members 
Mstep: Class 17 contains 3041 members 
Mstep: Class 18 contains 9768 members 
Mstep: Class 20 contains 20613 members 
Mstep: Class 21 contains 6886 members 
Mstep: Class 23 contains 76752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197236.000000 Penalty: 34918.949219
Iteration 171Q: 17 clusters Score -4.219724e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 5976 members 
Mstep: Class 4 contains 6288 members 
Mstep: Class 5 contains 1314 members 
Mstep: Class 8 contains 1276 members 
Mstep: Class 9 contains 493927 members 
Mstep: Class 10 contains 9846 members 
Mstep: Class 11 contains 10748 members 
Mstep: Class 12 contains 11445 members 
Mstep: Class 13 contains 7223 members 
Mstep: Class 16 contains 2233 members 
Mstep: Class 17 contains 3043 members 
Mstep: Class 18 contains 9784 members 
Mstep: Class 20 contains 20616 members 
Mstep: Class 21 contains 6886 members 
Mstep: Class 23 contains 76749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197252.000000 Penalty: 34918.949219
Iteration 172Q: 17 clusters Score -4.219725e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 5959 members 
Mstep: Class 4 contains 6278 members 
Mstep: Class 5 contains 1314 members 
Mstep: Class 8 contains 1275 members 
Mstep: Class 9 contains 493945 members 
Mstep: Class 10 contains 9845 members 
Mstep: Class 11 contains 10748 members 
Mstep: Class 12 contains 11434 members 
Mstep: Class 13 contains 7224 members 
Mstep: Class 16 contains 2233 members 
Mstep: Class 17 contains 3045 members 
Mstep: Class 18 contains 9798 members 
Mstep: Class 20 contains 20620 members 
Mstep: Class 21 contains 6886 members 
Mstep: Class 23 contains 76753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197248.000000 Penalty: 34918.949219
Iteration 173Q: 17 clusters Score -4.219725e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 5941 members 
Mstep: Class 4 contains 6268 members 
Mstep: Class 5 contains 1314 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 493971 members 
Mstep: Class 10 contains 9851 members 
Mstep: Class 11 contains 10746 members 
Mstep: Class 12 contains 11413 members 
Mstep: Class 13 contains 7220 members 
Mstep: Class 16 contains 2233 members 
Mstep: Class 17 contains 3047 members 
Mstep: Class 18 contains 9814 members 
Mstep: Class 20 contains 20625 members 
Mstep: Class 21 contains 6887 members 
Mstep: Class 23 contains 76752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197296.000000 Penalty: 34918.949219
Iteration 174Q: 17 clusters Score -4.21973e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 5929 members 
Mstep: Class 4 contains 6258 members 
Mstep: Class 5 contains 1314 members 
Mstep: Class 8 contains 1278 members 
Mstep: Class 9 contains 493983 members 
Mstep: Class 10 contains 9855 members 
Mstep: Class 11 contains 10747 members 
Mstep: Class 12 contains 11402 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 3048 members 
Mstep: Class 18 contains 9829 members 
Mstep: Class 20 contains 20626 members 
Mstep: Class 21 contains 6887 members 
Mstep: Class 23 contains 76756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197288.000000 Penalty: 34918.949219
Iteration 175Q: 17 clusters Score -4.219729e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 5922 members 
Mstep: Class 4 contains 6246 members 
Mstep: Class 5 contains 1314 members 
Mstep: Class 8 contains 1279 members 
Mstep: Class 9 contains 493990 members 
Mstep: Class 10 contains 9857 members 
Mstep: Class 11 contains 10747 members 
Mstep: Class 12 contains 11396 members 
Mstep: Class 13 contains 7214 members 
Mstep: Class 16 contains 2227 members 
Mstep: Class 17 contains 3049 members 
Mstep: Class 18 contains 9849 members 
Mstep: Class 20 contains 20628 members 
Mstep: Class 21 contains 6886 members 
Mstep: Class 23 contains 76761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197284.000000 Penalty: 34918.949219
Iteration 176Q: 17 clusters Score -4.219728e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 5919 members 
Mstep: Class 4 contains 6239 members 
Mstep: Class 5 contains 1314 members 
Mstep: Class 8 contains 1278 members 
Mstep: Class 9 contains 493994 members 
Mstep: Class 10 contains 9863 members 
Mstep: Class 11 contains 10746 members 
Mstep: Class 12 contains 11391 members 
Mstep: Class 13 contains 7209 members 
Mstep: Class 16 contains 2222 members 
Mstep: Class 17 contains 3049 members 
Mstep: Class 18 contains 9874 members 
Mstep: Class 20 contains 20633 members 
Mstep: Class 21 contains 6886 members 
Mstep: Class 23 contains 76759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197280.000000 Penalty: 34918.949219
Iteration 177Q: 17 clusters Score -4.219728e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 5902 members 
Mstep: Class 4 contains 6231 members 
Mstep: Class 5 contains 1314 members 
Mstep: Class 8 contains 1278 members 
Mstep: Class 9 contains 494010 members 
Mstep: Class 10 contains 9866 members 
Mstep: Class 11 contains 10745 members 
Mstep: Class 12 contains 11380 members 
Mstep: Class 13 contains 7208 members 
Mstep: Class 16 contains 2216 members 
Mstep: Class 17 contains 3049 members 
Mstep: Class 18 contains 9897 members 
Mstep: Class 20 contains 20637 members 
Mstep: Class 21 contains 6887 members 
Mstep: Class 23 contains 76760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197352.000000 Penalty: 34918.949219
Iteration 178Q: 17 clusters Score -4.219735e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 5905 members 
Mstep: Class 4 contains 6220 members 
Mstep: Class 5 contains 1312 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 494007 members 
Mstep: Class 10 contains 9870 members 
Mstep: Class 11 contains 10744 members 
Mstep: Class 12 contains 11375 members 
Mstep: Class 13 contains 7207 members 
Mstep: Class 16 contains 2209 members 
Mstep: Class 17 contains 3049 members 
Mstep: Class 18 contains 9916 members 
Mstep: Class 20 contains 20639 members 
Mstep: Class 21 contains 6887 members 
Mstep: Class 23 contains 76756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197344.000000 Penalty: 34918.949219
Iteration 179Q: 17 clusters Score -4.219734e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 5901 members 
Mstep: Class 4 contains 6208 members 
Mstep: Class 5 contains 1313 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 494008 members 
Mstep: Class 10 contains 9877 members 
Mstep: Class 11 contains 10740 members 
Mstep: Class 12 contains 11367 members 
Mstep: Class 13 contains 7207 members 
Mstep: Class 16 contains 2203 members 
Mstep: Class 17 contains 3048 members 
Mstep: Class 18 contains 9933 members 
Mstep: Class 20 contains 20644 members 
Mstep: Class 21 contains 6887 members 
Mstep: Class 23 contains 76758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197332.000000 Penalty: 34918.949219
Iteration 180F: 17 clusters Score -4.219733e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 5906 members 
Mstep: Class 4 contains 6207 members 
Mstep: Class 5 contains 1313 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 493996 members 
Mstep: Class 10 contains 9883 members 
Mstep: Class 11 contains 10738 members 
Mstep: Class 12 contains 11360 members 
Mstep: Class 13 contains 7210 members 
Mstep: Class 16 contains 2199 members 
Mstep: Class 17 contains 3047 members 
Mstep: Class 18 contains 9949 members 
Mstep: Class 20 contains 20648 members 
Mstep: Class 21 contains 6887 members 
Mstep: Class 23 contains 76758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197408.000000 Penalty: 34918.949219
Iteration 181Q: 17 clusters Score -4.219741e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 5910 members 
Mstep: Class 4 contains 6199 members 
Mstep: Class 5 contains 1313 members 
Mstep: Class 8 contains 1278 members 
Mstep: Class 9 contains 493966 members 
Mstep: Class 10 contains 9894 members 
Mstep: Class 11 contains 10739 members 
Mstep: Class 12 contains 11353 members 
Mstep: Class 13 contains 7212 members 
Mstep: Class 16 contains 2191 members 
Mstep: Class 17 contains 3047 members 
Mstep: Class 18 contains 9963 members 
Mstep: Class 20 contains 20656 members 
Mstep: Class 21 contains 6887 members 
Mstep: Class 23 contains 76760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197400.000000 Penalty: 34918.949219
Iteration 182Q: 17 clusters Score -4.21974e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 5919 members 
Mstep: Class 4 contains 6189 members 
Mstep: Class 5 contains 1313 members 
Mstep: Class 8 contains 1278 members 
Mstep: Class 9 contains 493958 members 
Mstep: Class 10 contains 9891 members 
Mstep: Class 11 contains 10739 members 
Mstep: Class 12 contains 11341 members 
Mstep: Class 13 contains 7210 members 
Mstep: Class 16 contains 2184 members 
Mstep: Class 17 contains 3046 members 
Mstep: Class 18 contains 9985 members 
Mstep: Class 20 contains 20666 members 
Mstep: Class 21 contains 6888 members 
Mstep: Class 23 contains 76765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197380.000000 Penalty: 34918.949219
Iteration 183Q: 17 clusters Score -4.219738e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 5931 members 
Mstep: Class 4 contains 6186 members 
Mstep: Class 5 contains 1313 members 
Mstep: Class 8 contains 1279 members 
Mstep: Class 9 contains 493942 members 
Mstep: Class 10 contains 9885 members 
Mstep: Class 11 contains 10738 members 
Mstep: Class 12 contains 11335 members 
Mstep: Class 13 contains 7210 members 
Mstep: Class 16 contains 2182 members 
Mstep: Class 17 contains 3046 members 
Mstep: Class 18 contains 9999 members 
Mstep: Class 20 contains 20673 members 
Mstep: Class 21 contains 6889 members 
Mstep: Class 23 contains 76761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197492.000000 Penalty: 34918.949219
Iteration 184Q: 17 clusters Score -4.219749e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 5943 members 
Mstep: Class 4 contains 6185 members 
Mstep: Class 5 contains 1313 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493923 members 
Mstep: Class 10 contains 9880 members 
Mstep: Class 11 contains 10735 members 
Mstep: Class 12 contains 11331 members 
Mstep: Class 13 contains 7211 members 
Mstep: Class 16 contains 2176 members 
Mstep: Class 17 contains 3045 members 
Mstep: Class 18 contains 10008 members 
Mstep: Class 20 contains 20682 members 
Mstep: Class 21 contains 6890 members 
Mstep: Class 23 contains 76763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197484.000000 Penalty: 34918.949219
Iteration 185Q: 17 clusters Score -4.219748e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 5970 members 
Mstep: Class 4 contains 6179 members 
Mstep: Class 5 contains 1313 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493908 members 
Mstep: Class 10 contains 9867 members 
Mstep: Class 11 contains 10736 members 
Mstep: Class 12 contains 11320 members 
Mstep: Class 13 contains 7212 members 
Mstep: Class 16 contains 2176 members 
Mstep: Class 17 contains 3047 members 
Mstep: Class 18 contains 10019 members 
Mstep: Class 20 contains 20690 members 
Mstep: Class 21 contains 6889 members 
Mstep: Class 23 contains 76764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197468.000000 Penalty: 34918.949219
Iteration 186Q: 17 clusters Score -4.219747e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 5991 members 
Mstep: Class 4 contains 6176 members 
Mstep: Class 5 contains 1313 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493895 members 
Mstep: Class 10 contains 9861 members 
Mstep: Class 11 contains 10736 members 
Mstep: Class 12 contains 11314 members 
Mstep: Class 13 contains 7214 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 3046 members 
Mstep: Class 18 contains 10025 members 
Mstep: Class 20 contains 20693 members 
Mstep: Class 21 contains 6888 members 
Mstep: Class 23 contains 76765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197500.000000 Penalty: 34918.949219
Iteration 187Q: 17 clusters Score -4.21975e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 6003 members 
Mstep: Class 4 contains 6170 members 
Mstep: Class 5 contains 1313 members 
Mstep: Class 8 contains 1281 members 
Mstep: Class 9 contains 493893 members 
Mstep: Class 10 contains 9854 members 
Mstep: Class 11 contains 10736 members 
Mstep: Class 12 contains 11309 members 
Mstep: Class 13 contains 7212 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 3046 members 
Mstep: Class 18 contains 10034 members 
Mstep: Class 20 contains 20697 members 
Mstep: Class 21 contains 6889 members 
Mstep: Class 23 contains 76767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197456.000000 Penalty: 34918.949219
Iteration 188Q: 17 clusters Score -4.219746e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 6017 members 
Mstep: Class 4 contains 6168 members 
Mstep: Class 5 contains 1313 members 
Mstep: Class 8 contains 1281 members 
Mstep: Class 9 contains 493891 members 
Mstep: Class 10 contains 9850 members 
Mstep: Class 11 contains 10735 members 
Mstep: Class 12 contains 11306 members 
Mstep: Class 13 contains 7210 members 
Mstep: Class 16 contains 2167 members 
Mstep: Class 17 contains 3047 members 
Mstep: Class 18 contains 10039 members 
Mstep: Class 20 contains 20699 members 
Mstep: Class 21 contains 6889 members 
Mstep: Class 23 contains 76769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197452.000000 Penalty: 34918.949219
Iteration 189Q: 17 clusters Score -4.219745e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 6021 members 
Mstep: Class 4 contains 6171 members 
Mstep: Class 5 contains 1313 members 
Mstep: Class 8 contains 1281 members 
Mstep: Class 9 contains 493879 members 
Mstep: Class 10 contains 9849 members 
Mstep: Class 11 contains 10736 members 
Mstep: Class 12 contains 11301 members 
Mstep: Class 13 contains 7209 members 
Mstep: Class 16 contains 2168 members 
Mstep: Class 17 contains 3048 members 
Mstep: Class 18 contains 10044 members 
Mstep: Class 20 contains 20707 members 
Mstep: Class 21 contains 6889 members 
Mstep: Class 23 contains 76769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197480.000000 Penalty: 34918.949219
Iteration 190Q: 17 clusters Score -4.219748e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 6019 members 
Mstep: Class 4 contains 6172 members 
Mstep: Class 5 contains 1313 members 
Mstep: Class 8 contains 1281 members 
Mstep: Class 9 contains 493871 members 
Mstep: Class 10 contains 9848 members 
Mstep: Class 11 contains 10737 members 
Mstep: Class 12 contains 11298 members 
Mstep: Class 13 contains 7210 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 3048 members 
Mstep: Class 18 contains 10047 members 
Mstep: Class 20 contains 20713 members 
Mstep: Class 21 contains 6889 members 
Mstep: Class 23 contains 76770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197488.000000 Penalty: 34918.949219
Iteration 191Q: 17 clusters Score -4.219749e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 6022 members 
Mstep: Class 4 contains 6169 members 
Mstep: Class 5 contains 1313 members 
Mstep: Class 8 contains 1281 members 
Mstep: Class 9 contains 493860 members 
Mstep: Class 10 contains 9852 members 
Mstep: Class 11 contains 10736 members 
Mstep: Class 12 contains 11296 members 
Mstep: Class 13 contains 7210 members 
Mstep: Class 16 contains 2168 members 
Mstep: Class 17 contains 3048 members 
Mstep: Class 18 contains 10048 members 
Mstep: Class 20 contains 20717 members 
Mstep: Class 21 contains 6889 members 
Mstep: Class 23 contains 76770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197480.000000 Penalty: 34918.949219
Iteration 192Q: 17 clusters Score -4.219748e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 4 contains 6168 members 
Mstep: Class 5 contains 1313 members 
Mstep: Class 8 contains 1281 members 
Mstep: Class 9 contains 493848 members 
Mstep: Class 10 contains 9853 members 
Mstep: Class 11 contains 10734 members 
Mstep: Class 12 contains 11293 members 
Mstep: Class 13 contains 7205 members 
Mstep: Class 16 contains 2166 members 
Mstep: Class 17 contains 3048 members 
Mstep: Class 18 contains 10052 members 
Mstep: Class 20 contains 20722 members 
Mstep: Class 21 contains 6889 members 
Mstep: Class 23 contains 76772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197476.000000 Penalty: 34918.949219
Iteration 193Q: 17 clusters Score -4.219748e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 6015 members 
Mstep: Class 4 contains 6171 members 
Mstep: Class 5 contains 1313 members 
Mstep: Class 8 contains 1281 members 
Mstep: Class 9 contains 493850 members 
Mstep: Class 10 contains 9856 members 
Mstep: Class 11 contains 10729 members 
Mstep: Class 12 contains 11286 members 
Mstep: Class 13 contains 7201 members 
Mstep: Class 16 contains 2163 members 
Mstep: Class 17 contains 3048 members 
Mstep: Class 18 contains 10054 members 
Mstep: Class 20 contains 20728 members 
Mstep: Class 21 contains 6889 members 
Mstep: Class 23 contains 76773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197480.000000 Penalty: 34918.949219
Iteration 194Q: 17 clusters Score -4.219748e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 6018 members 
Mstep: Class 4 contains 6172 members 
Mstep: Class 5 contains 1313 members 
Mstep: Class 8 contains 1281 members 
Mstep: Class 9 contains 493837 members 
Mstep: Class 10 contains 9861 members 
Mstep: Class 11 contains 10724 members 
Mstep: Class 12 contains 11279 members 
Mstep: Class 13 contains 7198 members 
Mstep: Class 16 contains 2162 members 
Mstep: Class 17 contains 3047 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 20 contains 20737 members 
Mstep: Class 21 contains 6889 members 
Mstep: Class 23 contains 76772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197476.000000 Penalty: 34918.949219
Iteration 195Q: 17 clusters Score -4.219748e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 6022 members 
Mstep: Class 4 contains 6174 members 
Mstep: Class 5 contains 1313 members 
Mstep: Class 8 contains 1281 members 
Mstep: Class 9 contains 493813 members 
Mstep: Class 10 contains 9862 members 
Mstep: Class 11 contains 10721 members 
Mstep: Class 12 contains 11276 members 
Mstep: Class 13 contains 7196 members 
Mstep: Class 16 contains 2160 members 
Mstep: Class 17 contains 3045 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 20 contains 20750 members 
Mstep: Class 21 contains 6889 members 
Mstep: Class 23 contains 76768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197480.000000 Penalty: 34918.949219
Iteration 196Q: 17 clusters Score -4.219748e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 6021 members 
Mstep: Class 4 contains 6178 members 
Mstep: Class 5 contains 1313 members 
Mstep: Class 8 contains 1281 members 
Mstep: Class 9 contains 493798 members 
Mstep: Class 10 contains 9862 members 
Mstep: Class 11 contains 10720 members 
Mstep: Class 12 contains 11272 members 
Mstep: Class 13 contains 7193 members 
Mstep: Class 16 contains 2157 members 
Mstep: Class 17 contains 3045 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 20 contains 20759 members 
Mstep: Class 21 contains 6889 members 
Mstep: Class 23 contains 76768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197396.000000 Penalty: 34918.949219
Iteration 197Q: 17 clusters Score -4.21974e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 6026 members 
Mstep: Class 4 contains 6176 members 
Mstep: Class 5 contains 1313 members 
Mstep: Class 8 contains 1281 members 
Mstep: Class 9 contains 493789 members 
Mstep: Class 10 contains 9861 members 
Mstep: Class 11 contains 10720 members 
Mstep: Class 12 contains 11269 members 
Mstep: Class 13 contains 7185 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 3044 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 20 contains 20764 members 
Mstep: Class 21 contains 6889 members 
Mstep: Class 23 contains 76770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197424.000000 Penalty: 34918.949219
Iteration 198Q: 17 clusters Score -4.219742e+07 nChanged 83
Entering ConstructFrom: 
Score: -42197424.000000 Penalty: 34918.949219
Entering ConstructFrom: 
Trying to split cluster 1 (13053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Entering Unmasked Estep 
Score: -832007.125000 Penalty: 1539.975708
	Iteration 0F: 2 clusters Score -832007.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -822895.500000 Penalty: 3079.951416
	Iteration 0F: 3 clusters Score -822895.5 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -826040.125000 Penalty: 3079.951416
	Iteration 1F: 3 clusters Score -826040.1 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -826291.125000 Penalty: 3079.951416
	Iteration 2F: 3 clusters Score -826291.1 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -826515.375000 Penalty: 3079.951416
	Iteration 3Q: 3 clusters Score -826515.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -826722.375000 Penalty: 3079.951416
	Iteration 4Q: 3 clusters Score -826722.4 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -826965.312500 Penalty: 3079.951416
	Iteration 5Q: 3 clusters Score -826965.3 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -827252.437500 Penalty: 3079.951416
	Iteration 6Q: 3 clusters Score -827252.4 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -827614.250000 Penalty: 3079.951416
	Iteration 7Q: 3 clusters Score -827614.2 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -828089.750000 Penalty: 3079.951416
	Iteration 8F: 3 clusters Score -828089.8 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -828640.625000 Penalty: 3079.951416
	Iteration 9F: 3 clusters Score -828640.6 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -829210.687500 Penalty: 3079.951416
	Iteration 10Q: 3 clusters Score -829210.7 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -829721.625000 Penalty: 3079.951416
	Iteration 11Q: 3 clusters Score -829721.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -830103.937500 Penalty: 3079.951416
	Iteration 12Q: 3 clusters Score -830103.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -830360.000000 Penalty: 3079.951416
	Iteration 13Q: 3 clusters Score -830360 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -830499.375000 Penalty: 3079.951416
	Iteration 14Q: 3 clusters Score -830499.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -830576.000000 Penalty: 3079.951416
	Iteration 15Q: 3 clusters Score -830576 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -830625.000000 Penalty: 3079.951416
	Iteration 16Q: 3 clusters Score -830625 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -830657.125000 Penalty: 3079.951416
	Iteration 17Q: 3 clusters Score -830657.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -830691.812500 Penalty: 3079.951416
	Iteration 18Q: 3 clusters Score -830691.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -830708.937500 Penalty: 3079.951416
	Iteration 19Q: 3 clusters Score -830708.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -830720.250000 Penalty: 3079.951416
	Iteration 20F: 3 clusters Score -830720.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -830725.687500 Penalty: 3079.951416
	Iteration 21Q: 3 clusters Score -830725.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -830732.937500 Penalty: 3079.951416
	Iteration 22Q: 3 clusters Score -830732.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -830738.937500 Penalty: 3079.951416
	Iteration 23Q: 3 clusters Score -830738.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -830744.000000 Penalty: 3079.951416
	Iteration 24Q: 3 clusters Score -830744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -830746.562500 Penalty: 3079.951416
	Iteration 25Q: 3 clusters Score -830746.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -830749.750000 Penalty: 3079.951416
	Iteration 26Q: 3 clusters Score -830749.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -830752.687500 Penalty: 3079.951416
	Iteration 27Q: 3 clusters Score -830752.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -830753.187500 Penalty: 3079.951416
	Iteration 28Q: 3 clusters Score -830753.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -830755.750000 Penalty: 3079.951416
	Iteration 29Q: 3 clusters Score -830755.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -830756.625000 Penalty: 3079.951416
	Iteration 30Q: 3 clusters Score -830756.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -830757.312500 Penalty: 3079.951416
	Iteration 31Q: 3 clusters Score -830757.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -830758.500000 Penalty: 3079.951416
	Iteration 32Q: 3 clusters Score -830758.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -830759.812500 Penalty: 3079.951416
	Iteration 33Q: 3 clusters Score -830759.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -830760.062500 Penalty: 3079.951416
	Iteration 34Q: 3 clusters Score -830760.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -830760.562500 Penalty: 3079.951416
	Iteration 35Q: 3 clusters Score -830760.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -830760.000000 Penalty: 3079.951416
	Iteration 36Q: 3 clusters Score -830760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -830761.437500 Penalty: 3079.951416
	Iteration 37Q: 3 clusters Score -830761.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -830763.000000 Penalty: 3079.951416
	Iteration 38Q: 3 clusters Score -830763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -830762.875000 Penalty: 3079.951416
	Iteration 39Q: 3 clusters Score -830762.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -830762.875000 Penalty: 3079.951416
	Iteration 40F: 3 clusters Score -830762.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Entering Unmasked Estep 
Score: -370039.218750 Penalty: 1414.400757
	Iteration 0F: 2 clusters Score -370039.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -365459.437500 Penalty: 2828.801514
	Iteration 0F: 3 clusters Score -365459.4 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -366811.687500 Penalty: 2828.801514
	Iteration 1F: 3 clusters Score -366811.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -367079.593750 Penalty: 2828.801514
	Iteration 2F: 3 clusters Score -367079.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -367295.562500 Penalty: 2828.801514
	Iteration 3F: 3 clusters Score -367295.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -367497.093750 Penalty: 2828.801514
	Iteration 4F: 3 clusters Score -367497.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -367703.593750 Penalty: 2828.801514
	Iteration 5F: 3 clusters Score -367703.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -367921.031250 Penalty: 2828.801514
	Iteration 6Q: 3 clusters Score -367921 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -368136.750000 Penalty: 2828.801514
	Iteration 7Q: 3 clusters Score -368136.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -368334.718750 Penalty: 2828.801514
	Iteration 8Q: 3 clusters Score -368334.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -368481.781250 Penalty: 2828.801514
	Iteration 9Q: 3 clusters Score -368481.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -368595.843750 Penalty: 2828.801514
	Iteration 10Q: 3 clusters Score -368595.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -368670.218750 Penalty: 2828.801514
	Iteration 11Q: 3 clusters Score -368670.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -368716.750000 Penalty: 2828.801514
	Iteration 12Q: 3 clusters Score -368716.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -368741.718750 Penalty: 2828.801514
	Iteration 13Q: 3 clusters Score -368741.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -368756.718750 Penalty: 2828.801514
	Iteration 14Q: 3 clusters Score -368756.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -368768.843750 Penalty: 2828.801514
	Iteration 15Q: 3 clusters Score -368768.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -368778.031250 Penalty: 2828.801514
	Iteration 16Q: 3 clusters Score -368778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -368788.625000 Penalty: 2828.801514
	Iteration 17Q: 3 clusters Score -368788.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -368800.031250 Penalty: 2828.801514
	Iteration 18Q: 3 clusters Score -368800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -368809.968750 Penalty: 2828.801514
	Iteration 19Q: 3 clusters Score -368810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -368822.125000 Penalty: 2828.801514
	Iteration 20F: 3 clusters Score -368822.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -368830.093750 Penalty: 2828.801514
	Iteration 21Q: 3 clusters Score -368830.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -368835.531250 Penalty: 2828.801514
	Iteration 22Q: 3 clusters Score -368835.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -368839.312500 Penalty: 2828.801514
	Iteration 23Q: 3 clusters Score -368839.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -368841.312500 Penalty: 2828.801514
	Iteration 24Q: 3 clusters Score -368841.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -368843.250000 Penalty: 2828.801514
	Iteration 25Q: 3 clusters Score -368843.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -368848.250000 Penalty: 2828.801514
	Iteration 26Q: 3 clusters Score -368848.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -368852.062500 Penalty: 2828.801514
	Iteration 27Q: 3 clusters Score -368852.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -368852.937500 Penalty: 2828.801514
	Iteration 28Q: 3 clusters Score -368852.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -368852.937500 Penalty: 2828.801514
	Iteration 29F: 3 clusters Score -368852.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Entering Unmasked Estep 
Score: -335294.062500 Penalty: 1418.395508
	Iteration 0F: 2 clusters Score -335294.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -330551.875000 Penalty: 2836.791016
	Iteration 0F: 3 clusters Score -330551.9 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -332073.968750 Penalty: 2836.791016
	Iteration 1F: 3 clusters Score -332074 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -332363.656250 Penalty: 2836.791016
	Iteration 2F: 3 clusters Score -332363.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -332577.500000 Penalty: 2836.791016
	Iteration 3F: 3 clusters Score -332577.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -332788.906250 Penalty: 2836.791016
	Iteration 4F: 3 clusters Score -332788.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -332971.093750 Penalty: 2836.791016
	Iteration 5F: 3 clusters Score -332971.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -333129.406250 Penalty: 2836.791016
	Iteration 6Q: 3 clusters Score -333129.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -333255.062500 Penalty: 2836.791016
	Iteration 7Q: 3 clusters Score -333255.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -333373.843750 Penalty: 2836.791016
	Iteration 8Q: 3 clusters Score -333373.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -333492.906250 Penalty: 2836.791016
	Iteration 9Q: 3 clusters Score -333492.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -333595.187500 Penalty: 2836.791016
	Iteration 10Q: 3 clusters Score -333595.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -333686.906250 Penalty: 2836.791016
	Iteration 11Q: 3 clusters Score -333686.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -333788.312500 Penalty: 2836.791016
	Iteration 12Q: 3 clusters Score -333788.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -333898.062500 Penalty: 2836.791016
	Iteration 13Q: 3 clusters Score -333898.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -334014.125000 Penalty: 2836.791016
	Iteration 14Q: 3 clusters Score -334014.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -334115.812500 Penalty: 2836.791016
	Iteration 15Q: 3 clusters Score -334115.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -334217.812500 Penalty: 2836.791016
	Iteration 16Q: 3 clusters Score -334217.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -334299.375000 Penalty: 2836.791016
	Iteration 17Q: 3 clusters Score -334299.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -334367.593750 Penalty: 2836.791016
	Iteration 18Q: 3 clusters Score -334367.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -334430.500000 Penalty: 2836.791016
	Iteration 19Q: 3 clusters Score -334430.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -334477.281250 Penalty: 2836.791016
	Iteration 20F: 3 clusters Score -334477.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -334510.468750 Penalty: 2836.791016
	Iteration 21Q: 3 clusters Score -334510.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -334546.093750 Penalty: 2836.791016
	Iteration 22Q: 3 clusters Score -334546.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -334569.875000 Penalty: 2836.791016
	Iteration 23Q: 3 clusters Score -334569.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -334589.937500 Penalty: 2836.791016
	Iteration 24Q: 3 clusters Score -334589.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -334600.375000 Penalty: 2836.791016
	Iteration 25Q: 3 clusters Score -334600.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -334607.625000 Penalty: 2836.791016
	Iteration 26Q: 3 clusters Score -334607.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -334615.968750 Penalty: 2836.791016
	Iteration 27Q: 3 clusters Score -334616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -334623.187500 Penalty: 2836.791016
	Iteration 28Q: 3 clusters Score -334623.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -334631.625000 Penalty: 2836.791016
	Iteration 29Q: 3 clusters Score -334631.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -334639.093750 Penalty: 2836.791016
	Iteration 30Q: 3 clusters Score -334639.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -334641.062500 Penalty: 2836.791016
	Iteration 31Q: 3 clusters Score -334641.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -334641.750000 Penalty: 2836.791016
	Iteration 32Q: 3 clusters Score -334641.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -334642.281250 Penalty: 2836.791016
	Iteration 33Q: 3 clusters Score -334642.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -334645.875000 Penalty: 2836.791016
	Iteration 34Q: 3 clusters Score -334645.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -334649.906250 Penalty: 2836.791016
	Iteration 35Q: 3 clusters Score -334649.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -334653.593750 Penalty: 2836.791016
	Iteration 36Q: 3 clusters Score -334653.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -334657.000000 Penalty: 2836.791016
	Iteration 37Q: 3 clusters Score -334657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -334657.312500 Penalty: 2836.791016
	Iteration 38Q: 3 clusters Score -334657.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -334658.562500 Penalty: 2836.791016
	Iteration 39Q: 3 clusters Score -334658.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -334660.562500 Penalty: 2836.791016
	Iteration 40F: 3 clusters Score -334660.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -334664.250000 Penalty: 2836.791016
	Iteration 41Q: 3 clusters Score -334664.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -334671.968750 Penalty: 2836.791016
	Iteration 42Q: 3 clusters Score -334672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -334676.125000 Penalty: 2836.791016
	Iteration 43Q: 3 clusters Score -334676.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -334676.593750 Penalty: 2836.791016
	Iteration 44Q: 3 clusters Score -334676.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -334677.468750 Penalty: 2836.791016
	Iteration 45Q: 3 clusters Score -334677.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -334679.281250 Penalty: 2836.791016
	Iteration 46Q: 3 clusters Score -334679.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -334679.312500 Penalty: 2836.791016
	Iteration 47Q: 3 clusters Score -334679.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -334679.656250 Penalty: 2836.791016
	Iteration 48Q: 3 clusters Score -334679.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -334680.437500 Penalty: 2836.791016
	Iteration 49Q: 3 clusters Score -334680.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -334680.875000 Penalty: 2836.791016
	Iteration 50Q: 3 clusters Score -334680.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -334682.281250 Penalty: 2836.791016
	Iteration 51Q: 3 clusters Score -334682.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -334682.281250 Penalty: 2836.791016
	Iteration 52F: 3 clusters Score -334682.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -75257.742188 Penalty: 1166.761353
	Iteration 0F: 2 clusters Score -75257.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -73592.164062 Penalty: 2333.522705
	Iteration 0F: 3 clusters Score -73592.16 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -73893.398438 Penalty: 2333.522705
	Iteration 1F: 3 clusters Score -73893.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -73975.093750 Penalty: 2333.522705
	Iteration 2F: 3 clusters Score -73975.09 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -74016.875000 Penalty: 2333.522705
	Iteration 3Q: 3 clusters Score -74016.88 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -74042.843750 Penalty: 2333.522705
	Iteration 4Q: 3 clusters Score -74042.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -74050.453125 Penalty: 2333.522705
	Iteration 5Q: 3 clusters Score -74050.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -74060.484375 Penalty: 2333.522705
	Iteration 6Q: 3 clusters Score -74060.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -74069.640625 Penalty: 2333.522705
	Iteration 7Q: 3 clusters Score -74069.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -74077.578125 Penalty: 2333.522705
	Iteration 8Q: 3 clusters Score -74077.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -74081.718750 Penalty: 2333.522705
	Iteration 9Q: 3 clusters Score -74081.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -74085.843750 Penalty: 2333.522705
	Iteration 10Q: 3 clusters Score -74085.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -74089.460938 Penalty: 2333.522705
	Iteration 11Q: 3 clusters Score -74089.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -74090.531250 Penalty: 2333.522705
	Iteration 12Q: 3 clusters Score -74090.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -74091.023438 Penalty: 2333.522705
	Iteration 13Q: 3 clusters Score -74091.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -74091.257812 Penalty: 2333.522705
	Iteration 14Q: 3 clusters Score -74091.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -74091.257812 Penalty: 2333.522705
	Iteration 15F: 3 clusters Score -74091.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Entering Unmasked Estep 
Score: -72252.531250 Penalty: 1162.751953
	Iteration 0F: 2 clusters Score -72252.53 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 632 members 
Entering Unmasked Estep 
Score: -70582.898438 Penalty: 2325.503906
	Iteration 0F: 3 clusters Score -70582.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -70902.742188 Penalty: 2325.503906
	Iteration 1F: 3 clusters Score -70902.74 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -71030.054688 Penalty: 2325.503906
	Iteration 2F: 3 clusters Score -71030.05 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -71097.257812 Penalty: 2325.503906
	Iteration 3F: 3 clusters Score -71097.26 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -71148.671875 Penalty: 2325.503906
	Iteration 4Q: 3 clusters Score -71148.67 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -71198.460938 Penalty: 2325.503906
	Iteration 5Q: 3 clusters Score -71198.46 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -71248.984375 Penalty: 2325.503906
	Iteration 6Q: 3 clusters Score -71248.98 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -71287.578125 Penalty: 2325.503906
	Iteration 7Q: 3 clusters Score -71287.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -71308.390625 Penalty: 2325.503906
	Iteration 8Q: 3 clusters Score -71308.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -71321.625000 Penalty: 2325.503906
	Iteration 9Q: 3 clusters Score -71321.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -71333.710938 Penalty: 2325.503906
	Iteration 10Q: 3 clusters Score -71333.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -71337.382812 Penalty: 2325.503906
	Iteration 11Q: 3 clusters Score -71337.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -71341.890625 Penalty: 2325.503906
	Iteration 12Q: 3 clusters Score -71341.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -71345.070312 Penalty: 2325.503906
	Iteration 13Q: 3 clusters Score -71345.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -71347.265625 Penalty: 2325.503906
	Iteration 14Q: 3 clusters Score -71347.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -71351.250000 Penalty: 2325.503906
	Iteration 15Q: 3 clusters Score -71351.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -71359.640625 Penalty: 2325.503906
	Iteration 16Q: 3 clusters Score -71359.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -71363.375000 Penalty: 2325.503906
	Iteration 17Q: 3 clusters Score -71363.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -71367.890625 Penalty: 2325.503906
	Iteration 18Q: 3 clusters Score -71367.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -71381.632812 Penalty: 2325.503906
	Iteration 19Q: 3 clusters Score -71381.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -71386.125000 Penalty: 2325.503906
	Iteration 20F: 3 clusters Score -71386.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -71392.531250 Penalty: 2325.503906
	Iteration 21Q: 3 clusters Score -71392.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -71398.125000 Penalty: 2325.503906
	Iteration 22Q: 3 clusters Score -71398.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -71403.859375 Penalty: 2325.503906
	Iteration 23Q: 3 clusters Score -71403.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -71411.468750 Penalty: 2325.503906
	Iteration 24Q: 3 clusters Score -71411.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -71419.414062 Penalty: 2325.503906
	Iteration 25Q: 3 clusters Score -71419.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -71424.523438 Penalty: 2325.503906
	Iteration 26Q: 3 clusters Score -71424.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -71433.054688 Penalty: 2325.503906
	Iteration 27Q: 3 clusters Score -71433.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -71443.281250 Penalty: 2325.503906
	Iteration 28Q: 3 clusters Score -71443.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -71452.648438 Penalty: 2325.503906
	Iteration 29Q: 3 clusters Score -71452.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -71459.273438 Penalty: 2325.503906
	Iteration 30Q: 3 clusters Score -71459.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -71464.976562 Penalty: 2325.503906
	Iteration 31Q: 3 clusters Score -71464.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -71466.773438 Penalty: 2325.503906
	Iteration 32Q: 3 clusters Score -71466.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -71467.296875 Penalty: 2325.503906
	Iteration 33Q: 3 clusters Score -71467.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -71467.796875 Penalty: 2325.503906
	Iteration 34Q: 3 clusters Score -71467.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -71467.796875 Penalty: 2325.503906
	Iteration 35F: 3 clusters Score -71467.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (493769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493769 members 
Entering Unmasked Estep 
Score: -31266416.000000 Penalty: 2130.346191
	Iteration 0F: 2 clusters Score -3.126642e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247086 members 
Mstep: Class 2 contains 246683 members 
Entering Unmasked Estep 
Score: -30932754.000000 Penalty: 4260.692383
	Iteration 0F: 3 clusters Score -3.093275e+07 nChanged 242458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256548 members 
Mstep: Class 2 contains 237221 members 
Entering Unmasked Estep 
Score: -31077572.000000 Penalty: 4260.692383
	Iteration 1F: 3 clusters Score -3.107757e+07 nChanged 11822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261870 members 
Mstep: Class 2 contains 231899 members 
Entering Unmasked Estep 
Score: -31080092.000000 Penalty: 4260.692383
	Iteration 2Q: 3 clusters Score -3.108009e+07 nChanged 13977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270345 members 
Mstep: Class 2 contains 223424 members 
Entering Unmasked Estep 
Score: -31084060.000000 Penalty: 4260.692383
	Iteration 3Q: 3 clusters Score -3.108406e+07 nChanged 17884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283721 members 
Mstep: Class 2 contains 210048 members 
Entering Unmasked Estep 
Score: -31091166.000000 Penalty: 4260.692383
	Iteration 4Q: 3 clusters Score -3.109117e+07 nChanged 23866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304011 members 
Mstep: Class 2 contains 189758 members 
Entering Unmasked Estep 
Score: -31103548.000000 Penalty: 4260.692383
	Iteration 5Q: 3 clusters Score -3.110355e+07 nChanged 31023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332600 members 
Mstep: Class 2 contains 161169 members 
Entering Unmasked Estep 
Score: -31124190.000000 Penalty: 4260.692383
	Iteration 6F: 3 clusters Score -3.112419e+07 nChanged 38080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369336 members 
Mstep: Class 2 contains 124433 members 
Entering Unmasked Estep 
Score: -31154608.000000 Penalty: 4260.692383
	Iteration 7F: 3 clusters Score -3.115461e+07 nChanged 40063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408991 members 
Mstep: Class 2 contains 84778 members 
Entering Unmasked Estep 
Score: -31190930.000000 Penalty: 4260.692383
	Iteration 8F: 3 clusters Score -3.119093e+07 nChanged 33670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442557 members 
Mstep: Class 2 contains 51212 members 
Entering Unmasked Estep 
Score: -31222898.000000 Penalty: 4260.692383
	Iteration 9F: 3 clusters Score -3.12229e+07 nChanged 21373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463854 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -31242938.000000 Penalty: 4260.692383
	Iteration 10Q: 3 clusters Score -3.124294e+07 nChanged 11658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475400 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -31253884.000000 Penalty: 4260.692383
	Iteration 11Q: 3 clusters Score -3.125388e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481372 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -31259954.000000 Penalty: 4260.692383
	Iteration 12Q: 3 clusters Score -3.125995e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484162 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -31262610.000000 Penalty: 4260.692383
	Iteration 13Q: 3 clusters Score -3.126261e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485571 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -31263556.000000 Penalty: 4260.692383
	Iteration 14Q: 3 clusters Score -3.126356e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486486 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -31264164.000000 Penalty: 4260.692383
	Iteration 15Q: 3 clusters Score -3.126416e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487136 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -31264418.000000 Penalty: 4260.692383
	Iteration 16Q: 3 clusters Score -3.126442e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487645 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -31264560.000000 Penalty: 4260.692383
	Iteration 17Q: 3 clusters Score -3.126456e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488065 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -31264694.000000 Penalty: 4260.692383
	Iteration 18Q: 3 clusters Score -3.126469e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488420 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -31264714.000000 Penalty: 4260.692383
	Iteration 19Q: 3 clusters Score -3.126471e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488704 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -31264740.000000 Penalty: 4260.692383
	Iteration 20F: 3 clusters Score -3.126474e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488928 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -31264866.000000 Penalty: 4260.692383
	Iteration 21Q: 3 clusters Score -3.126487e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489121 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -31264870.000000 Penalty: 4260.692383
	Iteration 22Q: 3 clusters Score -3.126487e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489304 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -31264902.000000 Penalty: 4260.692383
	Iteration 23Q: 3 clusters Score -3.12649e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489478 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -31264966.000000 Penalty: 4260.692383
	Iteration 24Q: 3 clusters Score -3.126497e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489615 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -31265028.000000 Penalty: 4260.692383
	Iteration 25Q: 3 clusters Score -3.126503e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489729 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -31265008.000000 Penalty: 4260.692383
	Iteration 26Q: 3 clusters Score -3.126501e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489822 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -31264974.000000 Penalty: 4260.692383
	Iteration 27Q: 3 clusters Score -3.126497e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489915 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -31265006.000000 Penalty: 4260.692383
	Iteration 28Q: 3 clusters Score -3.126501e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489992 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -31264988.000000 Penalty: 4260.692383
	Iteration 29Q: 3 clusters Score -3.126499e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490064 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -31264954.000000 Penalty: 4260.692383
	Iteration 30Q: 3 clusters Score -3.126495e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490136 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -31264990.000000 Penalty: 4260.692383
	Iteration 31Q: 3 clusters Score -3.126499e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490211 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -31264970.000000 Penalty: 4260.692383
	Iteration 32Q: 3 clusters Score -3.126497e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490282 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -31264960.000000 Penalty: 4260.692383
	Iteration 33Q: 3 clusters Score -3.126496e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490331 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -31264918.000000 Penalty: 4260.692383
	Iteration 34Q: 3 clusters Score -3.126492e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490377 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -31264948.000000 Penalty: 4260.692383
	Iteration 35Q: 3 clusters Score -3.126495e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490410 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -31264910.000000 Penalty: 4260.692383
	Iteration 36Q: 3 clusters Score -3.126491e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490428 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -31264958.000000 Penalty: 4260.692383
	Iteration 37Q: 3 clusters Score -3.126496e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490448 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -31264962.000000 Penalty: 4260.692383
	Iteration 38Q: 3 clusters Score -3.126496e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490474 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -31264992.000000 Penalty: 4260.692383
	Iteration 39Q: 3 clusters Score -3.126499e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490498 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -31264992.000000 Penalty: 4260.692383
	Iteration 40F: 3 clusters Score -3.126499e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490523 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -31264982.000000 Penalty: 4260.692383
	Iteration 41Q: 3 clusters Score -3.126498e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490560 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -31264978.000000 Penalty: 4260.692383
	Iteration 42Q: 3 clusters Score -3.126498e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490593 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -31264956.000000 Penalty: 4260.692383
	Iteration 43Q: 3 clusters Score -3.126496e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490620 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -31264970.000000 Penalty: 4260.692383
	Iteration 44Q: 3 clusters Score -3.126497e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490651 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -31264962.000000 Penalty: 4260.692383
	Iteration 45Q: 3 clusters Score -3.126496e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490673 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -31264966.000000 Penalty: 4260.692383
	Iteration 46Q: 3 clusters Score -3.126497e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490695 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -31264950.000000 Penalty: 4260.692383
	Iteration 47Q: 3 clusters Score -3.126495e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490716 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -31264912.000000 Penalty: 4260.692383
	Iteration 48Q: 3 clusters Score -3.126491e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490737 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -31264914.000000 Penalty: 4260.692383
	Iteration 49Q: 3 clusters Score -3.126491e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490756 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -31264920.000000 Penalty: 4260.692383
	Iteration 50Q: 3 clusters Score -3.126492e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490778 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -31264952.000000 Penalty: 4260.692383
	Iteration 51Q: 3 clusters Score -3.126495e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490802 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -31264930.000000 Penalty: 4260.692383
	Iteration 52Q: 3 clusters Score -3.126493e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490820 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -31264976.000000 Penalty: 4260.692383
	Iteration 53Q: 3 clusters Score -3.126498e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490830 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -31264978.000000 Penalty: 4260.692383
	Iteration 54Q: 3 clusters Score -3.126498e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490837 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -31264970.000000 Penalty: 4260.692383
	Iteration 55Q: 3 clusters Score -3.126497e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490851 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -31264974.000000 Penalty: 4260.692383
	Iteration 56Q: 3 clusters Score -3.126497e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490862 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -31264970.000000 Penalty: 4260.692383
	Iteration 57Q: 3 clusters Score -3.126497e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490870 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -31264986.000000 Penalty: 4260.692383
	Iteration 58Q: 3 clusters Score -3.126499e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490877 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -31265002.000000 Penalty: 4260.692383
	Iteration 59Q: 3 clusters Score -3.1265e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490885 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -31264994.000000 Penalty: 4260.692383
	Iteration 60F: 3 clusters Score -3.126499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490885 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -31264992.000000 Penalty: 4260.692383
	Iteration 61Q: 3 clusters Score -3.126499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490888 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -31264994.000000 Penalty: 4260.692383
	Iteration 62Q: 3 clusters Score -3.126499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490894 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -31265004.000000 Penalty: 4260.692383
	Iteration 63Q: 3 clusters Score -3.1265e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490898 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -31265006.000000 Penalty: 4260.692383
	Iteration 64Q: 3 clusters Score -3.126501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490900 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -31265004.000000 Penalty: 4260.692383
	Iteration 65Q: 3 clusters Score -3.1265e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490904 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -31265002.000000 Penalty: 4260.692383
	Iteration 66Q: 3 clusters Score -3.1265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490905 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -31264992.000000 Penalty: 4260.692383
	Iteration 67Q: 3 clusters Score -3.126499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490905 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -31264996.000000 Penalty: 4260.692383
	Iteration 68Q: 3 clusters Score -3.1265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490905 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -31265006.000000 Penalty: 4260.692383
	Iteration 69Q: 3 clusters Score -3.126501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490906 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -31265006.000000 Penalty: 4260.692383
	Iteration 70Q: 3 clusters Score -3.126501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490908 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -31265008.000000 Penalty: 4260.692383
	Iteration 71Q: 3 clusters Score -3.126501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490909 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -31265010.000000 Penalty: 4260.692383
	Iteration 72Q: 3 clusters Score -3.126501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490909 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -31265006.000000 Penalty: 4260.692383
	Iteration 73Q: 3 clusters Score -3.126501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490910 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -31265010.000000 Penalty: 4260.692383
	Iteration 74Q: 3 clusters Score -3.126501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490911 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -31265008.000000 Penalty: 4260.692383
	Iteration 75Q: 3 clusters Score -3.126501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490911 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -31265006.000000 Penalty: 4260.692383
	Iteration 76Q: 3 clusters Score -3.126501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490910 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -31265014.000000 Penalty: 4260.692383
	Iteration 77Q: 3 clusters Score -3.126501e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490910 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -31265014.000000 Penalty: 4260.692383
	Iteration 78F: 3 clusters Score -3.126501e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Entering Unmasked Estep 
Score: -617239.625000 Penalty: 1494.537476
	Iteration 0F: 2 clusters Score -617239.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -610193.937500 Penalty: 2989.074951
	Iteration 0F: 3 clusters Score -610193.9 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -612543.000000 Penalty: 2989.074951
	Iteration 1F: 3 clusters Score -612543 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -612952.500000 Penalty: 2989.074951
	Iteration 2F: 3 clusters Score -612952.5 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -613384.312500 Penalty: 2989.074951
	Iteration 3F: 3 clusters Score -613384.3 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -613879.250000 Penalty: 2989.074951
	Iteration 4F: 3 clusters Score -613879.2 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -614345.812500 Penalty: 2989.074951
	Iteration 5F: 3 clusters Score -614345.8 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -614790.750000 Penalty: 2989.074951
	Iteration 6F: 3 clusters Score -614790.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -615165.937500 Penalty: 2989.074951
	Iteration 7F: 3 clusters Score -615165.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -615480.562500 Penalty: 2989.074951
	Iteration 8Q: 3 clusters Score -615480.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -615712.250000 Penalty: 2989.074951
	Iteration 9Q: 3 clusters Score -615712.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -615840.250000 Penalty: 2989.074951
	Iteration 10Q: 3 clusters Score -615840.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -615926.437500 Penalty: 2989.074951
	Iteration 11Q: 3 clusters Score -615926.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -615980.500000 Penalty: 2989.074951
	Iteration 12Q: 3 clusters Score -615980.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -616018.187500 Penalty: 2989.074951
	Iteration 13Q: 3 clusters Score -616018.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -616053.687500 Penalty: 2989.074951
	Iteration 14Q: 3 clusters Score -616053.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -616082.937500 Penalty: 2989.074951
	Iteration 15Q: 3 clusters Score -616082.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -616100.812500 Penalty: 2989.074951
	Iteration 16Q: 3 clusters Score -616100.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -616115.812500 Penalty: 2989.074951
	Iteration 17Q: 3 clusters Score -616115.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -616131.750000 Penalty: 2989.074951
	Iteration 18Q: 3 clusters Score -616131.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -616146.312500 Penalty: 2989.074951
	Iteration 19Q: 3 clusters Score -616146.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -616157.000000 Penalty: 2989.074951
	Iteration 20F: 3 clusters Score -616157 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -616162.312500 Penalty: 2989.074951
	Iteration 21Q: 3 clusters Score -616162.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -616168.687500 Penalty: 2989.074951
	Iteration 22Q: 3 clusters Score -616168.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -616173.187500 Penalty: 2989.074951
	Iteration 23Q: 3 clusters Score -616173.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -616179.625000 Penalty: 2989.074951
	Iteration 24Q: 3 clusters Score -616179.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -616183.875000 Penalty: 2989.074951
	Iteration 25Q: 3 clusters Score -616183.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -616190.250000 Penalty: 2989.074951
	Iteration 26Q: 3 clusters Score -616190.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -616197.437500 Penalty: 2989.074951
	Iteration 27Q: 3 clusters Score -616197.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -616203.062500 Penalty: 2989.074951
	Iteration 28Q: 3 clusters Score -616203.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -616210.937500 Penalty: 2989.074951
	Iteration 29Q: 3 clusters Score -616210.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -616214.875000 Penalty: 2989.074951
	Iteration 30Q: 3 clusters Score -616214.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -616219.250000 Penalty: 2989.074951
	Iteration 31Q: 3 clusters Score -616219.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -616224.875000 Penalty: 2989.074951
	Iteration 32Q: 3 clusters Score -616224.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -616231.437500 Penalty: 2989.074951
	Iteration 33Q: 3 clusters Score -616231.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -616237.687500 Penalty: 2989.074951
	Iteration 34Q: 3 clusters Score -616237.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -616241.062500 Penalty: 2989.074951
	Iteration 35Q: 3 clusters Score -616241.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -616247.375000 Penalty: 2989.074951
	Iteration 36Q: 3 clusters Score -616247.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -616254.062500 Penalty: 2989.074951
	Iteration 37Q: 3 clusters Score -616254.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -616257.250000 Penalty: 2989.074951
	Iteration 38Q: 3 clusters Score -616257.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -616263.062500 Penalty: 2989.074951
	Iteration 39Q: 3 clusters Score -616263.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -616268.250000 Penalty: 2989.074951
	Iteration 40F: 3 clusters Score -616268.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -616272.062500 Penalty: 2989.074951
	Iteration 41Q: 3 clusters Score -616272.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -616274.125000 Penalty: 2989.074951
	Iteration 42Q: 3 clusters Score -616274.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -616275.062500 Penalty: 2989.074951
	Iteration 43Q: 3 clusters Score -616275.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -616277.750000 Penalty: 2989.074951
	Iteration 44Q: 3 clusters Score -616277.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -616281.250000 Penalty: 2989.074951
	Iteration 45Q: 3 clusters Score -616281.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -616286.000000 Penalty: 2989.074951
	Iteration 46Q: 3 clusters Score -616286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -616290.187500 Penalty: 2989.074951
	Iteration 47Q: 3 clusters Score -616290.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -616299.812500 Penalty: 2989.074951
	Iteration 48Q: 3 clusters Score -616299.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -616301.687500 Penalty: 2989.074951
	Iteration 49Q: 3 clusters Score -616301.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -616307.437500 Penalty: 2989.074951
	Iteration 50Q: 3 clusters Score -616307.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -616313.562500 Penalty: 2989.074951
	Iteration 51Q: 3 clusters Score -616313.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -616319.375000 Penalty: 2989.074951
	Iteration 52Q: 3 clusters Score -616319.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -616325.875000 Penalty: 2989.074951
	Iteration 53Q: 3 clusters Score -616325.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -616329.375000 Penalty: 2989.074951
	Iteration 54Q: 3 clusters Score -616329.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -616336.625000 Penalty: 2989.074951
	Iteration 55Q: 3 clusters Score -616336.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -616342.562500 Penalty: 2989.074951
	Iteration 56Q: 3 clusters Score -616342.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -616349.625000 Penalty: 2989.074951
	Iteration 57Q: 3 clusters Score -616349.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -616355.312500 Penalty: 2989.074951
	Iteration 58Q: 3 clusters Score -616355.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -616359.562500 Penalty: 2989.074951
	Iteration 59Q: 3 clusters Score -616359.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -616360.375000 Penalty: 2989.074951
	Iteration 60F: 3 clusters Score -616360.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -616363.000000 Penalty: 2989.074951
	Iteration 61Q: 3 clusters Score -616363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -616364.562500 Penalty: 2989.074951
	Iteration 62Q: 3 clusters Score -616364.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -616368.687500 Penalty: 2989.074951
	Iteration 63Q: 3 clusters Score -616368.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -616370.875000 Penalty: 2989.074951
	Iteration 64Q: 3 clusters Score -616370.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -616373.250000 Penalty: 2989.074951
	Iteration 65Q: 3 clusters Score -616373.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -616372.875000 Penalty: 2989.074951
	Iteration 66Q: 3 clusters Score -616372.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -616373.750000 Penalty: 2989.074951
	Iteration 67Q: 3 clusters Score -616373.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -616374.500000 Penalty: 2989.074951
	Iteration 68Q: 3 clusters Score -616374.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -616374.250000 Penalty: 2989.074951
	Iteration 69Q: 3 clusters Score -616374.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -616374.250000 Penalty: 2989.074951
	Iteration 70F: 3 clusters Score -616374.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Entering Unmasked Estep 
Score: -678361.812500 Penalty: 1507.978271
	Iteration 0F: 2 clusters Score -678361.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -670654.937500 Penalty: 3015.956543
	Iteration 0F: 3 clusters Score -670654.9 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -673116.312500 Penalty: 3015.956543
	Iteration 1F: 3 clusters Score -673116.3 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -673323.375000 Penalty: 3015.956543
	Iteration 2F: 3 clusters Score -673323.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -673451.187500 Penalty: 3015.956543
	Iteration 3Q: 3 clusters Score -673451.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -673542.812500 Penalty: 3015.956543
	Iteration 4Q: 3 clusters Score -673542.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -673616.187500 Penalty: 3015.956543
	Iteration 5Q: 3 clusters Score -673616.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -673683.125000 Penalty: 3015.956543
	Iteration 6Q: 3 clusters Score -673683.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -673750.937500 Penalty: 3015.956543
	Iteration 7Q: 3 clusters Score -673750.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -673837.375000 Penalty: 3015.956543
	Iteration 8Q: 3 clusters Score -673837.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -673944.687500 Penalty: 3015.956543
	Iteration 9Q: 3 clusters Score -673944.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -674062.250000 Penalty: 3015.956543
	Iteration 10Q: 3 clusters Score -674062.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -674245.750000 Penalty: 3015.956543
	Iteration 11Q: 3 clusters Score -674245.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -674463.000000 Penalty: 3015.956543
	Iteration 12Q: 3 clusters Score -674463 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -674681.562500 Penalty: 3015.956543
	Iteration 13Q: 3 clusters Score -674681.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -674942.562500 Penalty: 3015.956543
	Iteration 14Q: 3 clusters Score -674942.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -675231.437500 Penalty: 3015.956543
	Iteration 15Q: 3 clusters Score -675231.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -675513.562500 Penalty: 3015.956543
	Iteration 16Q: 3 clusters Score -675513.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -675762.312500 Penalty: 3015.956543
	Iteration 17Q: 3 clusters Score -675762.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -675990.375000 Penalty: 3015.956543
	Iteration 18Q: 3 clusters Score -675990.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -676206.250000 Penalty: 3015.956543
	Iteration 19Q: 3 clusters Score -676206.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -676374.625000 Penalty: 3015.956543
	Iteration 20F: 3 clusters Score -676374.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -676548.812500 Penalty: 3015.956543
	Iteration 21Q: 3 clusters Score -676548.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -676697.562500 Penalty: 3015.956543
	Iteration 22Q: 3 clusters Score -676697.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -676839.000000 Penalty: 3015.956543
	Iteration 23Q: 3 clusters Score -676839 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -676958.312500 Penalty: 3015.956543
	Iteration 24Q: 3 clusters Score -676958.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -677056.062500 Penalty: 3015.956543
	Iteration 25Q: 3 clusters Score -677056.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -677127.625000 Penalty: 3015.956543
	Iteration 26Q: 3 clusters Score -677127.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -677185.250000 Penalty: 3015.956543
	Iteration 27Q: 3 clusters Score -677185.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -677227.312500 Penalty: 3015.956543
	Iteration 28Q: 3 clusters Score -677227.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -677256.750000 Penalty: 3015.956543
	Iteration 29Q: 3 clusters Score -677256.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -677280.875000 Penalty: 3015.956543
	Iteration 30Q: 3 clusters Score -677280.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -677299.500000 Penalty: 3015.956543
	Iteration 31Q: 3 clusters Score -677299.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -677318.312500 Penalty: 3015.956543
	Iteration 32Q: 3 clusters Score -677318.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -677333.625000 Penalty: 3015.956543
	Iteration 33Q: 3 clusters Score -677333.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -677344.250000 Penalty: 3015.956543
	Iteration 34Q: 3 clusters Score -677344.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -677351.375000 Penalty: 3015.956543
	Iteration 35Q: 3 clusters Score -677351.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -677357.062500 Penalty: 3015.956543
	Iteration 36Q: 3 clusters Score -677357.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -677365.062500 Penalty: 3015.956543
	Iteration 37Q: 3 clusters Score -677365.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -677369.937500 Penalty: 3015.956543
	Iteration 38Q: 3 clusters Score -677369.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -677372.812500 Penalty: 3015.956543
	Iteration 39Q: 3 clusters Score -677372.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -677380.437500 Penalty: 3015.956543
	Iteration 40F: 3 clusters Score -677380.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -677385.437500 Penalty: 3015.956543
	Iteration 41Q: 3 clusters Score -677385.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -677389.437500 Penalty: 3015.956543
	Iteration 42Q: 3 clusters Score -677389.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -677394.875000 Penalty: 3015.956543
	Iteration 43Q: 3 clusters Score -677394.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -677399.562500 Penalty: 3015.956543
	Iteration 44Q: 3 clusters Score -677399.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -677401.187500 Penalty: 3015.956543
	Iteration 45Q: 3 clusters Score -677401.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -677402.687500 Penalty: 3015.956543
	Iteration 46Q: 3 clusters Score -677402.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -677406.875000 Penalty: 3015.956543
	Iteration 47Q: 3 clusters Score -677406.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -677408.312500 Penalty: 3015.956543
	Iteration 48Q: 3 clusters Score -677408.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -677410.062500 Penalty: 3015.956543
	Iteration 49Q: 3 clusters Score -677410.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -677409.500000 Penalty: 3015.956543
	Iteration 50Q: 3 clusters Score -677409.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -677411.937500 Penalty: 3015.956543
	Iteration 51Q: 3 clusters Score -677411.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -677412.187500 Penalty: 3015.956543
	Iteration 52Q: 3 clusters Score -677412.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -677414.562500 Penalty: 3015.956543
	Iteration 53Q: 3 clusters Score -677414.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -677415.062500 Penalty: 3015.956543
	Iteration 54Q: 3 clusters Score -677415.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -677414.750000 Penalty: 3015.956543
	Iteration 55Q: 3 clusters Score -677414.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -677414.750000 Penalty: 3015.956543
	Iteration 56F: 3 clusters Score -677414.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Entering Unmasked Estep 
Score: -721812.937500 Penalty: 1516.065430
	Iteration 0F: 2 clusters Score -721812.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -713897.125000 Penalty: 3032.130859
	Iteration 0F: 3 clusters Score -713897.1 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -716509.750000 Penalty: 3032.130859
	Iteration 1F: 3 clusters Score -716509.8 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -716805.687500 Penalty: 3032.130859
	Iteration 2F: 3 clusters Score -716805.7 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -717089.125000 Penalty: 3032.130859
	Iteration 3F: 3 clusters Score -717089.1 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -717359.562500 Penalty: 3032.130859
	Iteration 4Q: 3 clusters Score -717359.6 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -717654.312500 Penalty: 3032.130859
	Iteration 5Q: 3 clusters Score -717654.3 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -718023.687500 Penalty: 3032.130859
	Iteration 6F: 3 clusters Score -718023.7 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -718453.750000 Penalty: 3032.130859
	Iteration 7F: 3 clusters Score -718453.8 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -718899.437500 Penalty: 3032.130859
	Iteration 8F: 3 clusters Score -718899.4 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -719312.687500 Penalty: 3032.130859
	Iteration 9F: 3 clusters Score -719312.7 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -719698.000000 Penalty: 3032.130859
	Iteration 10Q: 3 clusters Score -719698 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -719960.562500 Penalty: 3032.130859
	Iteration 11Q: 3 clusters Score -719960.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -720133.875000 Penalty: 3032.130859
	Iteration 12Q: 3 clusters Score -720133.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -720266.250000 Penalty: 3032.130859
	Iteration 13Q: 3 clusters Score -720266.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -720350.437500 Penalty: 3032.130859
	Iteration 14Q: 3 clusters Score -720350.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -720409.625000 Penalty: 3032.130859
	Iteration 15Q: 3 clusters Score -720409.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -720449.500000 Penalty: 3032.130859
	Iteration 16Q: 3 clusters Score -720449.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -720486.250000 Penalty: 3032.130859
	Iteration 17Q: 3 clusters Score -720486.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -720519.500000 Penalty: 3032.130859
	Iteration 18Q: 3 clusters Score -720519.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -720555.250000 Penalty: 3032.130859
	Iteration 19Q: 3 clusters Score -720555.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -720599.625000 Penalty: 3032.130859
	Iteration 20F: 3 clusters Score -720599.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -720645.500000 Penalty: 3032.130859
	Iteration 21Q: 3 clusters Score -720645.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -720696.187500 Penalty: 3032.130859
	Iteration 22Q: 3 clusters Score -720696.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -720756.000000 Penalty: 3032.130859
	Iteration 23Q: 3 clusters Score -720756 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -720820.500000 Penalty: 3032.130859
	Iteration 24Q: 3 clusters Score -720820.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -720879.437500 Penalty: 3032.130859
	Iteration 25Q: 3 clusters Score -720879.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -720926.375000 Penalty: 3032.130859
	Iteration 26Q: 3 clusters Score -720926.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -720962.125000 Penalty: 3032.130859
	Iteration 27Q: 3 clusters Score -720962.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -720994.875000 Penalty: 3032.130859
	Iteration 28Q: 3 clusters Score -720994.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -721025.437500 Penalty: 3032.130859
	Iteration 29Q: 3 clusters Score -721025.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -721048.625000 Penalty: 3032.130859
	Iteration 30Q: 3 clusters Score -721048.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -721064.875000 Penalty: 3032.130859
	Iteration 31Q: 3 clusters Score -721064.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -721084.250000 Penalty: 3032.130859
	Iteration 32Q: 3 clusters Score -721084.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -721095.125000 Penalty: 3032.130859
	Iteration 33Q: 3 clusters Score -721095.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -721101.625000 Penalty: 3032.130859
	Iteration 34Q: 3 clusters Score -721101.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -721102.375000 Penalty: 3032.130859
	Iteration 35Q: 3 clusters Score -721102.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -721110.750000 Penalty: 3032.130859
	Iteration 36Q: 3 clusters Score -721110.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -721115.062500 Penalty: 3032.130859
	Iteration 37Q: 3 clusters Score -721115.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -721116.500000 Penalty: 3032.130859
	Iteration 38Q: 3 clusters Score -721116.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -721120.312500 Penalty: 3032.130859
	Iteration 39Q: 3 clusters Score -721120.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -721125.625000 Penalty: 3032.130859
	Iteration 40F: 3 clusters Score -721125.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -721126.875000 Penalty: 3032.130859
	Iteration 41Q: 3 clusters Score -721126.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -721125.187500 Penalty: 3032.130859
	Iteration 42Q: 3 clusters Score -721125.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -721127.500000 Penalty: 3032.130859
	Iteration 43Q: 3 clusters Score -721127.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -721128.750000 Penalty: 3032.130859
	Iteration 44Q: 3 clusters Score -721128.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -721129.375000 Penalty: 3032.130859
	Iteration 45Q: 3 clusters Score -721129.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -721130.125000 Penalty: 3032.130859
	Iteration 46Q: 3 clusters Score -721130.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -721130.562500 Penalty: 3032.130859
	Iteration 47Q: 3 clusters Score -721130.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -721130.750000 Penalty: 3032.130859
	Iteration 48Q: 3 clusters Score -721130.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -721130.750000 Penalty: 3032.130859
	Iteration 49F: 3 clusters Score -721130.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Entering Unmasked Estep 
Score: -444314.750000 Penalty: 1442.914307
	Iteration 0F: 2 clusters Score -444314.8 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 3589 members 
Entering Unmasked Estep 
Score: -438928.562500 Penalty: 2885.828613
	Iteration 0F: 3 clusters Score -438928.6 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -440506.531250 Penalty: 2885.828613
	Iteration 1F: 3 clusters Score -440506.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -440685.000000 Penalty: 2885.828613
	Iteration 2F: 3 clusters Score -440685 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -440792.531250 Penalty: 2885.828613
	Iteration 3Q: 3 clusters Score -440792.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -440895.531250 Penalty: 2885.828613
	Iteration 4Q: 3 clusters Score -440895.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -440976.250000 Penalty: 2885.828613
	Iteration 5Q: 3 clusters Score -440976.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -441056.281250 Penalty: 2885.828613
	Iteration 6Q: 3 clusters Score -441056.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -441147.687500 Penalty: 2885.828613
	Iteration 7Q: 3 clusters Score -441147.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -441228.968750 Penalty: 2885.828613
	Iteration 8Q: 3 clusters Score -441229 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -441318.250000 Penalty: 2885.828613
	Iteration 9Q: 3 clusters Score -441318.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -441395.531250 Penalty: 2885.828613
	Iteration 10Q: 3 clusters Score -441395.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -441480.718750 Penalty: 2885.828613
	Iteration 11Q: 3 clusters Score -441480.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -441562.812500 Penalty: 2885.828613
	Iteration 12Q: 3 clusters Score -441562.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -441660.125000 Penalty: 2885.828613
	Iteration 13Q: 3 clusters Score -441660.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -441771.500000 Penalty: 2885.828613
	Iteration 14Q: 3 clusters Score -441771.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -441877.250000 Penalty: 2885.828613
	Iteration 15Q: 3 clusters Score -441877.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -441975.000000 Penalty: 2885.828613
	Iteration 16Q: 3 clusters Score -441975 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -442091.906250 Penalty: 2885.828613
	Iteration 17Q: 3 clusters Score -442091.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -442191.812500 Penalty: 2885.828613
	Iteration 18Q: 3 clusters Score -442191.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -442278.656250 Penalty: 2885.828613
	Iteration 19Q: 3 clusters Score -442278.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -442336.750000 Penalty: 2885.828613
	Iteration 20F: 3 clusters Score -442336.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -442381.906250 Penalty: 2885.828613
	Iteration 21Q: 3 clusters Score -442381.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -442417.093750 Penalty: 2885.828613
	Iteration 22Q: 3 clusters Score -442417.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -442441.312500 Penalty: 2885.828613
	Iteration 23Q: 3 clusters Score -442441.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -442461.125000 Penalty: 2885.828613
	Iteration 24Q: 3 clusters Score -442461.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -442475.437500 Penalty: 2885.828613
	Iteration 25Q: 3 clusters Score -442475.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -442485.062500 Penalty: 2885.828613
	Iteration 26Q: 3 clusters Score -442485.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -442493.218750 Penalty: 2885.828613
	Iteration 27Q: 3 clusters Score -442493.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -442498.468750 Penalty: 2885.828613
	Iteration 28Q: 3 clusters Score -442498.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -442503.406250 Penalty: 2885.828613
	Iteration 29Q: 3 clusters Score -442503.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -442507.125000 Penalty: 2885.828613
	Iteration 30Q: 3 clusters Score -442507.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -442511.312500 Penalty: 2885.828613
	Iteration 31Q: 3 clusters Score -442511.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -442514.937500 Penalty: 2885.828613
	Iteration 32Q: 3 clusters Score -442514.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -442519.875000 Penalty: 2885.828613
	Iteration 33Q: 3 clusters Score -442519.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -442523.687500 Penalty: 2885.828613
	Iteration 34Q: 3 clusters Score -442523.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -442527.312500 Penalty: 2885.828613
	Iteration 35Q: 3 clusters Score -442527.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -442530.000000 Penalty: 2885.828613
	Iteration 36Q: 3 clusters Score -442530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -442532.375000 Penalty: 2885.828613
	Iteration 37Q: 3 clusters Score -442532.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -442534.468750 Penalty: 2885.828613
	Iteration 38Q: 3 clusters Score -442534.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -442537.656250 Penalty: 2885.828613
	Iteration 39Q: 3 clusters Score -442537.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -442539.687500 Penalty: 2885.828613
	Iteration 40F: 3 clusters Score -442539.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -442542.750000 Penalty: 2885.828613
	Iteration 41Q: 3 clusters Score -442542.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -442545.156250 Penalty: 2885.828613
	Iteration 42Q: 3 clusters Score -442545.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -442549.531250 Penalty: 2885.828613
	Iteration 43Q: 3 clusters Score -442549.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -442550.437500 Penalty: 2885.828613
	Iteration 44Q: 3 clusters Score -442550.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -442552.500000 Penalty: 2885.828613
	Iteration 45Q: 3 clusters Score -442552.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -442553.000000 Penalty: 2885.828613
	Iteration 46Q: 3 clusters Score -442553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -442555.375000 Penalty: 2885.828613
	Iteration 47Q: 3 clusters Score -442555.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -442558.218750 Penalty: 2885.828613
	Iteration 48Q: 3 clusters Score -442558.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -442560.593750 Penalty: 2885.828613
	Iteration 49Q: 3 clusters Score -442560.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -442561.843750 Penalty: 2885.828613
	Iteration 50Q: 3 clusters Score -442561.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -442565.812500 Penalty: 2885.828613
	Iteration 51Q: 3 clusters Score -442565.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -442569.187500 Penalty: 2885.828613
	Iteration 52Q: 3 clusters Score -442569.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -442573.218750 Penalty: 2885.828613
	Iteration 53Q: 3 clusters Score -442573.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -442577.312500 Penalty: 2885.828613
	Iteration 54Q: 3 clusters Score -442577.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -442580.562500 Penalty: 2885.828613
	Iteration 55Q: 3 clusters Score -442580.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -442582.125000 Penalty: 2885.828613
	Iteration 56Q: 3 clusters Score -442582.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -442586.250000 Penalty: 2885.828613
	Iteration 57Q: 3 clusters Score -442586.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -442588.906250 Penalty: 2885.828613
	Iteration 58Q: 3 clusters Score -442588.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -442592.375000 Penalty: 2885.828613
	Iteration 59Q: 3 clusters Score -442592.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -442596.187500 Penalty: 2885.828613
	Iteration 60F: 3 clusters Score -442596.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -442599.812500 Penalty: 2885.828613
	Iteration 61Q: 3 clusters Score -442599.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -442603.250000 Penalty: 2885.828613
	Iteration 62Q: 3 clusters Score -442603.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -442604.906250 Penalty: 2885.828613
	Iteration 63Q: 3 clusters Score -442604.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -442607.718750 Penalty: 2885.828613
	Iteration 64Q: 3 clusters Score -442607.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -442611.500000 Penalty: 2885.828613
	Iteration 65Q: 3 clusters Score -442611.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -442612.187500 Penalty: 2885.828613
	Iteration 66Q: 3 clusters Score -442612.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -442615.375000 Penalty: 2885.828613
	Iteration 67Q: 3 clusters Score -442615.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -442617.875000 Penalty: 2885.828613
	Iteration 68Q: 3 clusters Score -442617.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -442621.562500 Penalty: 2885.828613
	Iteration 69Q: 3 clusters Score -442621.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -442622.125000 Penalty: 2885.828613
	Iteration 70Q: 3 clusters Score -442622.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -442626.156250 Penalty: 2885.828613
	Iteration 71Q: 3 clusters Score -442626.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -442632.343750 Penalty: 2885.828613
	Iteration 72Q: 3 clusters Score -442632.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -442637.656250 Penalty: 2885.828613
	Iteration 73Q: 3 clusters Score -442637.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -442641.875000 Penalty: 2885.828613
	Iteration 74Q: 3 clusters Score -442641.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -442646.156250 Penalty: 2885.828613
	Iteration 75Q: 3 clusters Score -442646.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -442650.687500 Penalty: 2885.828613
	Iteration 76Q: 3 clusters Score -442650.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -442655.187500 Penalty: 2885.828613
	Iteration 77Q: 3 clusters Score -442655.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -442663.281250 Penalty: 2885.828613
	Iteration 78Q: 3 clusters Score -442663.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -442671.937500 Penalty: 2885.828613
	Iteration 79Q: 3 clusters Score -442671.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -442677.468750 Penalty: 2885.828613
	Iteration 80F: 3 clusters Score -442677.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -442683.500000 Penalty: 2885.828613
	Iteration 81Q: 3 clusters Score -442683.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -442686.250000 Penalty: 2885.828613
	Iteration 82Q: 3 clusters Score -442686.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -442688.625000 Penalty: 2885.828613
	Iteration 83Q: 3 clusters Score -442688.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -442692.343750 Penalty: 2885.828613
	Iteration 84Q: 3 clusters Score -442692.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -442698.562500 Penalty: 2885.828613
	Iteration 85Q: 3 clusters Score -442698.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -442704.437500 Penalty: 2885.828613
	Iteration 86Q: 3 clusters Score -442704.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -442709.562500 Penalty: 2885.828613
	Iteration 87Q: 3 clusters Score -442709.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -442714.343750 Penalty: 2885.828613
	Iteration 88Q: 3 clusters Score -442714.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -442718.250000 Penalty: 2885.828613
	Iteration 89Q: 3 clusters Score -442718.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -442723.937500 Penalty: 2885.828613
	Iteration 90Q: 3 clusters Score -442723.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -442726.781250 Penalty: 2885.828613
	Iteration 91Q: 3 clusters Score -442726.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -442730.875000 Penalty: 2885.828613
	Iteration 92Q: 3 clusters Score -442730.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -442737.031250 Penalty: 2885.828613
	Iteration 93Q: 3 clusters Score -442737 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -442741.000000 Penalty: 2885.828613
	Iteration 94Q: 3 clusters Score -442741 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -442747.625000 Penalty: 2885.828613
	Iteration 95Q: 3 clusters Score -442747.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -442753.250000 Penalty: 2885.828613
	Iteration 96Q: 3 clusters Score -442753.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -442759.656250 Penalty: 2885.828613
	Iteration 97Q: 3 clusters Score -442759.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -442765.625000 Penalty: 2885.828613
	Iteration 98Q: 3 clusters Score -442765.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -442771.781250 Penalty: 2885.828613
	Iteration 99Q: 3 clusters Score -442771.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -442775.125000 Penalty: 2885.828613
	Iteration 100F: 3 clusters Score -442775.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -442781.343750 Penalty: 2885.828613
	Iteration 101Q: 3 clusters Score -442781.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -442788.593750 Penalty: 2885.828613
	Iteration 102Q: 3 clusters Score -442788.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -442800.718750 Penalty: 2885.828613
	Iteration 103Q: 3 clusters Score -442800.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -442814.531250 Penalty: 2885.828613
	Iteration 104Q: 3 clusters Score -442814.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -442826.093750 Penalty: 2885.828613
	Iteration 105Q: 3 clusters Score -442826.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -442841.593750 Penalty: 2885.828613
	Iteration 106Q: 3 clusters Score -442841.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -442859.062500 Penalty: 2885.828613
	Iteration 107Q: 3 clusters Score -442859.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -442887.875000 Penalty: 2885.828613
	Iteration 108Q: 3 clusters Score -442887.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -442935.562500 Penalty: 2885.828613
	Iteration 109Q: 3 clusters Score -442935.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -442990.968750 Penalty: 2885.828613
	Iteration 110Q: 3 clusters Score -442991 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -443051.375000 Penalty: 2885.828613
	Iteration 111Q: 3 clusters Score -443051.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -443106.437500 Penalty: 2885.828613
	Iteration 112Q: 3 clusters Score -443106.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -443145.687500 Penalty: 2885.828613
	Iteration 113Q: 3 clusters Score -443145.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -443181.937500 Penalty: 2885.828613
	Iteration 114Q: 3 clusters Score -443181.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -443209.625000 Penalty: 2885.828613
	Iteration 115Q: 3 clusters Score -443209.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -443232.843750 Penalty: 2885.828613
	Iteration 116Q: 3 clusters Score -443232.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -443251.187500 Penalty: 2885.828613
	Iteration 117Q: 3 clusters Score -443251.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -443263.968750 Penalty: 2885.828613
	Iteration 118Q: 3 clusters Score -443264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -443271.906250 Penalty: 2885.828613
	Iteration 119Q: 3 clusters Score -443271.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -443279.781250 Penalty: 2885.828613
	Iteration 120F: 3 clusters Score -443279.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -443284.031250 Penalty: 2885.828613
	Iteration 121Q: 3 clusters Score -443284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -443290.656250 Penalty: 2885.828613
	Iteration 122Q: 3 clusters Score -443290.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -443296.437500 Penalty: 2885.828613
	Iteration 123Q: 3 clusters Score -443296.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -443299.468750 Penalty: 2885.828613
	Iteration 124Q: 3 clusters Score -443299.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -443301.656250 Penalty: 2885.828613
	Iteration 125Q: 3 clusters Score -443301.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -443308.906250 Penalty: 2885.828613
	Iteration 126Q: 3 clusters Score -443308.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -443311.562500 Penalty: 2885.828613
	Iteration 127Q: 3 clusters Score -443311.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -443315.750000 Penalty: 2885.828613
	Iteration 128Q: 3 clusters Score -443315.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -443317.593750 Penalty: 2885.828613
	Iteration 129Q: 3 clusters Score -443317.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -443318.093750 Penalty: 2885.828613
	Iteration 130Q: 3 clusters Score -443318.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -443320.000000 Penalty: 2885.828613
	Iteration 131Q: 3 clusters Score -443320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -443321.281250 Penalty: 2885.828613
	Iteration 132Q: 3 clusters Score -443321.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -443322.750000 Penalty: 2885.828613
	Iteration 133Q: 3 clusters Score -443322.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -443323.812500 Penalty: 2885.828613
	Iteration 134Q: 3 clusters Score -443323.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -443325.031250 Penalty: 2885.828613
	Iteration 135Q: 3 clusters Score -443325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -443326.343750 Penalty: 2885.828613
	Iteration 136Q: 3 clusters Score -443326.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -443326.187500 Penalty: 2885.828613
	Iteration 137Q: 3 clusters Score -443326.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -443326.187500 Penalty: 2885.828613
	Iteration 138F: 3 clusters Score -443326.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Entering Unmasked Estep 
Score: -134298.921875 Penalty: 1247.276245
	Iteration 0F: 2 clusters Score -134298.9 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 1112 members 
Entering Unmasked Estep 
Score: -132072.796875 Penalty: 2494.552490
	Iteration 0F: 3 clusters Score -132072.8 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -132571.593750 Penalty: 2494.552490
	Iteration 1F: 3 clusters Score -132571.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -132687.453125 Penalty: 2494.552490
	Iteration 2F: 3 clusters Score -132687.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -132752.796875 Penalty: 2494.552490
	Iteration 3F: 3 clusters Score -132752.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -132795.265625 Penalty: 2494.552490
	Iteration 4Q: 3 clusters Score -132795.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -132818.687500 Penalty: 2494.552490
	Iteration 5Q: 3 clusters Score -132818.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -132839.187500 Penalty: 2494.552490
	Iteration 6Q: 3 clusters Score -132839.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -132861.234375 Penalty: 2494.552490
	Iteration 7Q: 3 clusters Score -132861.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -132874.234375 Penalty: 2494.552490
	Iteration 8Q: 3 clusters Score -132874.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -132885.703125 Penalty: 2494.552490
	Iteration 9Q: 3 clusters Score -132885.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -132898.984375 Penalty: 2494.552490
	Iteration 10Q: 3 clusters Score -132899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -132910.156250 Penalty: 2494.552490
	Iteration 11Q: 3 clusters Score -132910.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -132920.890625 Penalty: 2494.552490
	Iteration 12Q: 3 clusters Score -132920.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -132929.937500 Penalty: 2494.552490
	Iteration 13Q: 3 clusters Score -132929.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -132938.359375 Penalty: 2494.552490
	Iteration 14Q: 3 clusters Score -132938.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -132945.062500 Penalty: 2494.552490
	Iteration 15Q: 3 clusters Score -132945.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -132949.062500 Penalty: 2494.552490
	Iteration 16Q: 3 clusters Score -132949.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -132954.484375 Penalty: 2494.552490
	Iteration 17Q: 3 clusters Score -132954.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -132962.140625 Penalty: 2494.552490
	Iteration 18Q: 3 clusters Score -132962.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -132971.578125 Penalty: 2494.552490
	Iteration 19Q: 3 clusters Score -132971.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -132977.265625 Penalty: 2494.552490
	Iteration 20F: 3 clusters Score -132977.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -132984.640625 Penalty: 2494.552490
	Iteration 21Q: 3 clusters Score -132984.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -132990.703125 Penalty: 2494.552490
	Iteration 22Q: 3 clusters Score -132990.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -132996.234375 Penalty: 2494.552490
	Iteration 23Q: 3 clusters Score -132996.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -132999.453125 Penalty: 2494.552490
	Iteration 24Q: 3 clusters Score -132999.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -133004.093750 Penalty: 2494.552490
	Iteration 25Q: 3 clusters Score -133004.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -133008.593750 Penalty: 2494.552490
	Iteration 26Q: 3 clusters Score -133008.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -133012.843750 Penalty: 2494.552490
	Iteration 27Q: 3 clusters Score -133012.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -133014.500000 Penalty: 2494.552490
	Iteration 28Q: 3 clusters Score -133014.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -133014.500000 Penalty: 2494.552490
	Iteration 29F: 3 clusters Score -133014.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Entering Unmasked Estep 
Score: -208629.562500 Penalty: 1303.454224
	Iteration 0F: 2 clusters Score -208629.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -205925.156250 Penalty: 2606.908447
	Iteration 0F: 3 clusters Score -205925.2 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -206527.359375 Penalty: 2606.908447
	Iteration 1F: 3 clusters Score -206527.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -206642.531250 Penalty: 2606.908447
	Iteration 2F: 3 clusters Score -206642.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -206707.734375 Penalty: 2606.908447
	Iteration 3Q: 3 clusters Score -206707.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -206736.328125 Penalty: 2606.908447
	Iteration 4Q: 3 clusters Score -206736.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -206759.734375 Penalty: 2606.908447
	Iteration 5Q: 3 clusters Score -206759.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -206785.875000 Penalty: 2606.908447
	Iteration 6Q: 3 clusters Score -206785.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -206804.937500 Penalty: 2606.908447
	Iteration 7Q: 3 clusters Score -206804.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -206816.859375 Penalty: 2606.908447
	Iteration 8Q: 3 clusters Score -206816.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -206826.328125 Penalty: 2606.908447
	Iteration 9Q: 3 clusters Score -206826.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -206835.031250 Penalty: 2606.908447
	Iteration 10Q: 3 clusters Score -206835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -206841.296875 Penalty: 2606.908447
	Iteration 11Q: 3 clusters Score -206841.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -206849.265625 Penalty: 2606.908447
	Iteration 12Q: 3 clusters Score -206849.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -206854.453125 Penalty: 2606.908447
	Iteration 13Q: 3 clusters Score -206854.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -206863.046875 Penalty: 2606.908447
	Iteration 14Q: 3 clusters Score -206863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -206873.828125 Penalty: 2606.908447
	Iteration 15Q: 3 clusters Score -206873.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -206887.500000 Penalty: 2606.908447
	Iteration 16Q: 3 clusters Score -206887.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -206896.984375 Penalty: 2606.908447
	Iteration 17Q: 3 clusters Score -206897 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -206904.968750 Penalty: 2606.908447
	Iteration 18Q: 3 clusters Score -206905 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -206912.281250 Penalty: 2606.908447
	Iteration 19Q: 3 clusters Score -206912.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -206922.312500 Penalty: 2606.908447
	Iteration 20F: 3 clusters Score -206922.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -206929.093750 Penalty: 2606.908447
	Iteration 21Q: 3 clusters Score -206929.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -206935.109375 Penalty: 2606.908447
	Iteration 22Q: 3 clusters Score -206935.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -206942.828125 Penalty: 2606.908447
	Iteration 23Q: 3 clusters Score -206942.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -206952.781250 Penalty: 2606.908447
	Iteration 24Q: 3 clusters Score -206952.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -206958.812500 Penalty: 2606.908447
	Iteration 25Q: 3 clusters Score -206958.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -206964.328125 Penalty: 2606.908447
	Iteration 26Q: 3 clusters Score -206964.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -206971.062500 Penalty: 2606.908447
	Iteration 27Q: 3 clusters Score -206971.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -206975.984375 Penalty: 2606.908447
	Iteration 28Q: 3 clusters Score -206976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -206978.750000 Penalty: 2606.908447
	Iteration 29Q: 3 clusters Score -206978.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -206979.515625 Penalty: 2606.908447
	Iteration 30Q: 3 clusters Score -206979.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -206979.734375 Penalty: 2606.908447
	Iteration 31Q: 3 clusters Score -206979.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -206979.734375 Penalty: 2606.908447
	Iteration 32F: 3 clusters Score -206979.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Entering Unmasked Estep 
Score: -609293.437500 Penalty: 1497.587891
	Iteration 0F: 2 clusters Score -609293.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -602011.000000 Penalty: 2995.175781
	Iteration 0F: 3 clusters Score -602011 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -604500.937500 Penalty: 2995.175781
	Iteration 1F: 3 clusters Score -604500.9 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -604884.875000 Penalty: 2995.175781
	Iteration 2F: 3 clusters Score -604884.9 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -605250.500000 Penalty: 2995.175781
	Iteration 3F: 3 clusters Score -605250.5 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -605591.562500 Penalty: 2995.175781
	Iteration 4F: 3 clusters Score -605591.6 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -605897.625000 Penalty: 2995.175781
	Iteration 5F: 3 clusters Score -605897.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -606139.437500 Penalty: 2995.175781
	Iteration 6Q: 3 clusters Score -606139.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -606321.250000 Penalty: 2995.175781
	Iteration 7Q: 3 clusters Score -606321.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -606484.750000 Penalty: 2995.175781
	Iteration 8Q: 3 clusters Score -606484.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -606654.125000 Penalty: 2995.175781
	Iteration 9Q: 3 clusters Score -606654.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -606811.250000 Penalty: 2995.175781
	Iteration 10Q: 3 clusters Score -606811.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -606989.750000 Penalty: 2995.175781
	Iteration 11Q: 3 clusters Score -606989.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -607229.125000 Penalty: 2995.175781
	Iteration 12Q: 3 clusters Score -607229.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -607509.312500 Penalty: 2995.175781
	Iteration 13Q: 3 clusters Score -607509.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -607820.500000 Penalty: 2995.175781
	Iteration 14Q: 3 clusters Score -607820.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -608085.312500 Penalty: 2995.175781
	Iteration 15Q: 3 clusters Score -608085.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -608236.625000 Penalty: 2995.175781
	Iteration 16Q: 3 clusters Score -608236.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -608326.312500 Penalty: 2995.175781
	Iteration 17Q: 3 clusters Score -608326.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -608405.812500 Penalty: 2995.175781
	Iteration 18Q: 3 clusters Score -608405.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -608490.062500 Penalty: 2995.175781
	Iteration 19Q: 3 clusters Score -608490.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -608596.375000 Penalty: 2995.175781
	Iteration 20F: 3 clusters Score -608596.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -608681.187500 Penalty: 2995.175781
	Iteration 21Q: 3 clusters Score -608681.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -608727.500000 Penalty: 2995.175781
	Iteration 22Q: 3 clusters Score -608727.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -608754.812500 Penalty: 2995.175781
	Iteration 23Q: 3 clusters Score -608754.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -608769.375000 Penalty: 2995.175781
	Iteration 24Q: 3 clusters Score -608769.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -608775.250000 Penalty: 2995.175781
	Iteration 25Q: 3 clusters Score -608775.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -608776.937500 Penalty: 2995.175781
	Iteration 26Q: 3 clusters Score -608776.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -608782.562500 Penalty: 2995.175781
	Iteration 27Q: 3 clusters Score -608782.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -608786.875000 Penalty: 2995.175781
	Iteration 28Q: 3 clusters Score -608786.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -608791.937500 Penalty: 2995.175781
	Iteration 29Q: 3 clusters Score -608791.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -608793.812500 Penalty: 2995.175781
	Iteration 30Q: 3 clusters Score -608793.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -608795.312500 Penalty: 2995.175781
	Iteration 31Q: 3 clusters Score -608795.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -608797.812500 Penalty: 2995.175781
	Iteration 32Q: 3 clusters Score -608797.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -608799.312500 Penalty: 2995.175781
	Iteration 33Q: 3 clusters Score -608799.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -608799.500000 Penalty: 2995.175781
	Iteration 34Q: 3 clusters Score -608799.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -608799.500000 Penalty: 2995.175781
	Iteration 35F: 3 clusters Score -608799.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Entering Unmasked Estep 
Score: -1353051.125000 Penalty: 1615.439941
	Iteration 0F: 2 clusters Score -1353051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1338867.000000 Penalty: 3230.879883
	Iteration 0F: 3 clusters Score -1338867 nChanged 9420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1344114.500000 Penalty: 3230.879883
	Iteration 1F: 3 clusters Score -1344114 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1344514.625000 Penalty: 3230.879883
	Iteration 2F: 3 clusters Score -1344515 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1344900.000000 Penalty: 3230.879883
	Iteration 3Q: 3 clusters Score -1344900 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1345353.000000 Penalty: 3230.879883
	Iteration 4Q: 3 clusters Score -1345353 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1345913.750000 Penalty: 3230.879883
	Iteration 5F: 3 clusters Score -1345914 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1346722.125000 Penalty: 3230.879883
	Iteration 6F: 3 clusters Score -1346722 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1347731.125000 Penalty: 3230.879883
	Iteration 7F: 3 clusters Score -1347731 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1348810.500000 Penalty: 3230.879883
	Iteration 8F: 3 clusters Score -1348810 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1349605.250000 Penalty: 3230.879883
	Iteration 9Q: 3 clusters Score -1349605 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1350091.250000 Penalty: 3230.879883
	Iteration 10Q: 3 clusters Score -1350091 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1350365.000000 Penalty: 3230.879883
	Iteration 11Q: 3 clusters Score -1350365 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1350538.250000 Penalty: 3230.879883
	Iteration 12Q: 3 clusters Score -1350538 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1350657.000000 Penalty: 3230.879883
	Iteration 13Q: 3 clusters Score -1350657 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1350762.500000 Penalty: 3230.879883
	Iteration 14Q: 3 clusters Score -1350762 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1350850.125000 Penalty: 3230.879883
	Iteration 15Q: 3 clusters Score -1350850 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1350927.250000 Penalty: 3230.879883
	Iteration 16Q: 3 clusters Score -1350927 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1350981.625000 Penalty: 3230.879883
	Iteration 17Q: 3 clusters Score -1350982 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1351035.250000 Penalty: 3230.879883
	Iteration 18Q: 3 clusters Score -1351035 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1351074.625000 Penalty: 3230.879883
	Iteration 19Q: 3 clusters Score -1351075 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1351120.000000 Penalty: 3230.879883
	Iteration 20F: 3 clusters Score -1351120 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1351164.375000 Penalty: 3230.879883
	Iteration 21Q: 3 clusters Score -1351164 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1351196.625000 Penalty: 3230.879883
	Iteration 22Q: 3 clusters Score -1351197 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1351235.875000 Penalty: 3230.879883
	Iteration 23Q: 3 clusters Score -1351236 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1351272.125000 Penalty: 3230.879883
	Iteration 24Q: 3 clusters Score -1351272 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1351303.750000 Penalty: 3230.879883
	Iteration 25Q: 3 clusters Score -1351304 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1351337.750000 Penalty: 3230.879883
	Iteration 26Q: 3 clusters Score -1351338 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1351358.125000 Penalty: 3230.879883
	Iteration 27Q: 3 clusters Score -1351358 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1351376.625000 Penalty: 3230.879883
	Iteration 28Q: 3 clusters Score -1351377 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1351404.000000 Penalty: 3230.879883
	Iteration 29Q: 3 clusters Score -1351404 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1351426.750000 Penalty: 3230.879883
	Iteration 30Q: 3 clusters Score -1351427 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1351444.375000 Penalty: 3230.879883
	Iteration 31Q: 3 clusters Score -1351444 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1351461.625000 Penalty: 3230.879883
	Iteration 32Q: 3 clusters Score -1351462 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1351478.875000 Penalty: 3230.879883
	Iteration 33Q: 3 clusters Score -1351479 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1351500.000000 Penalty: 3230.879883
	Iteration 34Q: 3 clusters Score -1351500 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1351514.000000 Penalty: 3230.879883
	Iteration 35Q: 3 clusters Score -1351514 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1351530.500000 Penalty: 3230.879883
	Iteration 36Q: 3 clusters Score -1351530 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1351546.750000 Penalty: 3230.879883
	Iteration 37Q: 3 clusters Score -1351547 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1351554.625000 Penalty: 3230.879883
	Iteration 38Q: 3 clusters Score -1351555 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1351566.250000 Penalty: 3230.879883
	Iteration 39Q: 3 clusters Score -1351566 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1351575.750000 Penalty: 3230.879883
	Iteration 40F: 3 clusters Score -1351576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1351586.875000 Penalty: 3230.879883
	Iteration 41Q: 3 clusters Score -1351587 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1351593.250000 Penalty: 3230.879883
	Iteration 42Q: 3 clusters Score -1351593 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1351599.375000 Penalty: 3230.879883
	Iteration 43Q: 3 clusters Score -1351599 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1351605.375000 Penalty: 3230.879883
	Iteration 44Q: 3 clusters Score -1351605 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1351602.125000 Penalty: 3230.879883
	Iteration 45Q: 3 clusters Score -1351602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1351611.250000 Penalty: 3230.879883
	Iteration 46Q: 3 clusters Score -1351611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1351613.375000 Penalty: 3230.879883
	Iteration 47Q: 3 clusters Score -1351613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1351616.875000 Penalty: 3230.879883
	Iteration 48Q: 3 clusters Score -1351617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1351614.500000 Penalty: 3230.879883
	Iteration 49Q: 3 clusters Score -1351614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1351618.875000 Penalty: 3230.879883
	Iteration 50Q: 3 clusters Score -1351619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1351617.875000 Penalty: 3230.879883
	Iteration 51Q: 3 clusters Score -1351618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1351622.750000 Penalty: 3230.879883
	Iteration 52Q: 3 clusters Score -1351623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1351620.375000 Penalty: 3230.879883
	Iteration 53Q: 3 clusters Score -1351620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1351619.500000 Penalty: 3230.879883
	Iteration 54Q: 3 clusters Score -1351620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1351621.625000 Penalty: 3230.879883
	Iteration 55Q: 3 clusters Score -1351622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1351622.000000 Penalty: 3230.879883
	Iteration 56Q: 3 clusters Score -1351622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1351621.750000 Penalty: 3230.879883
	Iteration 57Q: 3 clusters Score -1351622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1351625.875000 Penalty: 3230.879883
	Iteration 58Q: 3 clusters Score -1351626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1351627.000000 Penalty: 3230.879883
	Iteration 59Q: 3 clusters Score -1351627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1351627.375000 Penalty: 3230.879883
	Iteration 60F: 3 clusters Score -1351627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1351631.500000 Penalty: 3230.879883
	Iteration 61Q: 3 clusters Score -1351632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1351631.250000 Penalty: 3230.879883
	Iteration 62Q: 3 clusters Score -1351631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1351631.875000 Penalty: 3230.879883
	Iteration 63Q: 3 clusters Score -1351632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1351630.250000 Penalty: 3230.879883
	Iteration 64Q: 3 clusters Score -1351630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1351630.000000 Penalty: 3230.879883
	Iteration 65Q: 3 clusters Score -1351630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1351631.750000 Penalty: 3230.879883
	Iteration 66Q: 3 clusters Score -1351632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1351631.625000 Penalty: 3230.879883
	Iteration 67Q: 3 clusters Score -1351632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1351631.500000 Penalty: 3230.879883
	Iteration 68Q: 3 clusters Score -1351632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1351633.500000 Penalty: 3230.879883
	Iteration 69Q: 3 clusters Score -1351634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1351635.375000 Penalty: 3230.879883
	Iteration 70Q: 3 clusters Score -1351635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1351633.625000 Penalty: 3230.879883
	Iteration 71Q: 3 clusters Score -1351634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1351636.125000 Penalty: 3230.879883
	Iteration 72Q: 3 clusters Score -1351636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1351636.125000 Penalty: 3230.879883
	Iteration 73F: 3 clusters Score -1351636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Entering Unmasked Estep 
Score: -460661.062500 Penalty: 1436.123169
	Iteration 0F: 2 clusters Score -460661.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -455488.156250 Penalty: 2872.246338
	Iteration 0F: 3 clusters Score -455488.2 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -457045.656250 Penalty: 2872.246338
	Iteration 1F: 3 clusters Score -457045.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -457241.125000 Penalty: 2872.246338
	Iteration 2F: 3 clusters Score -457241.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -457375.156250 Penalty: 2872.246338
	Iteration 3Q: 3 clusters Score -457375.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -457500.000000 Penalty: 2872.246338
	Iteration 4Q: 3 clusters Score -457500 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -457649.406250 Penalty: 2872.246338
	Iteration 5Q: 3 clusters Score -457649.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -457866.937500 Penalty: 2872.246338
	Iteration 6Q: 3 clusters Score -457866.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -458139.656250 Penalty: 2872.246338
	Iteration 7F: 3 clusters Score -458139.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -458433.000000 Penalty: 2872.246338
	Iteration 8F: 3 clusters Score -458433 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -458688.968750 Penalty: 2872.246338
	Iteration 9Q: 3 clusters Score -458689 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -458900.406250 Penalty: 2872.246338
	Iteration 10Q: 3 clusters Score -458900.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -459039.906250 Penalty: 2872.246338
	Iteration 11Q: 3 clusters Score -459039.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -459140.687500 Penalty: 2872.246338
	Iteration 12Q: 3 clusters Score -459140.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -459201.687500 Penalty: 2872.246338
	Iteration 13Q: 3 clusters Score -459201.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -459251.656250 Penalty: 2872.246338
	Iteration 14Q: 3 clusters Score -459251.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -459287.093750 Penalty: 2872.246338
	Iteration 15Q: 3 clusters Score -459287.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -459318.812500 Penalty: 2872.246338
	Iteration 16Q: 3 clusters Score -459318.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -459347.843750 Penalty: 2872.246338
	Iteration 17Q: 3 clusters Score -459347.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -459370.156250 Penalty: 2872.246338
	Iteration 18Q: 3 clusters Score -459370.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -459394.718750 Penalty: 2872.246338
	Iteration 19Q: 3 clusters Score -459394.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -459414.406250 Penalty: 2872.246338
	Iteration 20F: 3 clusters Score -459414.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -459422.781250 Penalty: 2872.246338
	Iteration 21Q: 3 clusters Score -459422.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -459428.218750 Penalty: 2872.246338
	Iteration 22Q: 3 clusters Score -459428.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -459432.843750 Penalty: 2872.246338
	Iteration 23Q: 3 clusters Score -459432.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -459435.218750 Penalty: 2872.246338
	Iteration 24Q: 3 clusters Score -459435.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -459434.718750 Penalty: 2872.246338
	Iteration 25Q: 3 clusters Score -459434.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -459434.718750 Penalty: 2872.246338
	Iteration 26F: 3 clusters Score -459434.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (76773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76773 members 
Entering Unmasked Estep 
Score: -4821579.500000 Penalty: 1827.898926
	Iteration 0F: 2 clusters Score -4821580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -4770052.000000 Penalty: 3655.797852
	Iteration 0F: 3 clusters Score -4770052 nChanged 36472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -4791224.500000 Penalty: 3655.797852
	Iteration 1F: 3 clusters Score -4791224 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -4791903.500000 Penalty: 3655.797852
	Iteration 2Q: 3 clusters Score -4791904 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -4792677.000000 Penalty: 3655.797852
	Iteration 3Q: 3 clusters Score -4792677 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -4793735.000000 Penalty: 3655.797852
	Iteration 4Q: 3 clusters Score -4793735 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 42391 members 
Entering Unmasked Estep 
Score: -4795236.000000 Penalty: 3655.797852
	Iteration 5Q: 3 clusters Score -4795236 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 44704 members 
Entering Unmasked Estep 
Score: -4797300.500000 Penalty: 3655.797852
	Iteration 6F: 3 clusters Score -4797300 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 47580 members 
Entering Unmasked Estep 
Score: -4799973.000000 Penalty: 3655.797852
	Iteration 7F: 3 clusters Score -4799973 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 50987 members 
Entering Unmasked Estep 
Score: -4802861.000000 Penalty: 3655.797852
	Iteration 8F: 3 clusters Score -4802861 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 54473 members 
Entering Unmasked Estep 
Score: -4805428.500000 Penalty: 3655.797852
	Iteration 9F: 3 clusters Score -4805428 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 57868 members 
Entering Unmasked Estep 
Score: -4807680.500000 Penalty: 3655.797852
	Iteration 10F: 3 clusters Score -4807680 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 61136 members 
Entering Unmasked Estep 
Score: -4809596.500000 Penalty: 3655.797852
	Iteration 11Q: 3 clusters Score -4809596 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 64240 members 
Entering Unmasked Estep 
Score: -4811407.000000 Penalty: 3655.797852
	Iteration 12Q: 3 clusters Score -4811407 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 67155 members 
Entering Unmasked Estep 
Score: -4813192.500000 Penalty: 3655.797852
	Iteration 13Q: 3 clusters Score -4813192 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 69787 members 
Entering Unmasked Estep 
Score: -4814895.500000 Penalty: 3655.797852
	Iteration 14Q: 3 clusters Score -4814896 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 72012 members 
Entering Unmasked Estep 
Score: -4816404.500000 Penalty: 3655.797852
	Iteration 15Q: 3 clusters Score -4816404 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 73760 members 
Entering Unmasked Estep 
Score: -4817689.000000 Penalty: 3655.797852
	Iteration 16Q: 3 clusters Score -4817689 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 74992 members 
Entering Unmasked Estep 
Score: -4818661.000000 Penalty: 3655.797852
	Iteration 17Q: 3 clusters Score -4818661 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 75745 members 
Entering Unmasked Estep 
Score: -4819261.000000 Penalty: 3655.797852
	Iteration 18Q: 3 clusters Score -4819261 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76113 members 
Entering Unmasked Estep 
Score: -4819585.500000 Penalty: 3655.797852
	Iteration 19Q: 3 clusters Score -4819586 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 76292 members 
Entering Unmasked Estep 
Score: -4819725.000000 Penalty: 3655.797852
	Iteration 20F: 3 clusters Score -4819725 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 76370 members 
Entering Unmasked Estep 
Score: -4819796.000000 Penalty: 3655.797852
	Iteration 21Q: 3 clusters Score -4819796 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 76420 members 
Entering Unmasked Estep 
Score: -4819859.500000 Penalty: 3655.797852
	Iteration 22Q: 3 clusters Score -4819860 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 76449 members 
Entering Unmasked Estep 
Score: -4819908.000000 Penalty: 3655.797852
	Iteration 23Q: 3 clusters Score -4819908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 76466 members 
Entering Unmasked Estep 
Score: -4819931.500000 Penalty: 3655.797852
	Iteration 24Q: 3 clusters Score -4819932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 76474 members 
Entering Unmasked Estep 
Score: -4819950.500000 Penalty: 3655.797852
	Iteration 25Q: 3 clusters Score -4819950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 76482 members 
Entering Unmasked Estep 
Score: -4819966.500000 Penalty: 3655.797852
	Iteration 26Q: 3 clusters Score -4819966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 76494 members 
Entering Unmasked Estep 
Score: -4819984.000000 Penalty: 3655.797852
	Iteration 27Q: 3 clusters Score -4819984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 76499 members 
Entering Unmasked Estep 
Score: -4819991.000000 Penalty: 3655.797852
	Iteration 28Q: 3 clusters Score -4819991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 76500 members 
Entering Unmasked Estep 
Score: -4819996.500000 Penalty: 3655.797852
	Iteration 29Q: 3 clusters Score -4819996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 76502 members 
Entering Unmasked Estep 
Score: -4819999.000000 Penalty: 3655.797852
	Iteration 30Q: 3 clusters Score -4819999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 76501 members 
Entering Unmasked Estep 
Score: -4819998.500000 Penalty: 3655.797852
	Iteration 31Q: 3 clusters Score -4819998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 76502 members 
Entering Unmasked Estep 
Score: -4819999.500000 Penalty: 3655.797852
	Iteration 32Q: 3 clusters Score -4820000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 76504 members 
Entering Unmasked Estep 
Score: -4820001.500000 Penalty: 3655.797852
	Iteration 33Q: 3 clusters Score -4820002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 76504 members 
Entering Unmasked Estep 
Score: -4820006.500000 Penalty: 3655.797852
	Iteration 34Q: 3 clusters Score -4820006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 76506 members 
Entering Unmasked Estep 
Score: -4820007.500000 Penalty: 3655.797852
	Iteration 35Q: 3 clusters Score -4820008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 76507 members 
Entering Unmasked Estep 
Score: -4820010.000000 Penalty: 3655.797852
	Iteration 36Q: 3 clusters Score -4820010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 76510 members 
Entering Unmasked Estep 
Score: -4820010.000000 Penalty: 3655.797852
	Iteration 37Q: 3 clusters Score -4820010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 76512 members 
Entering Unmasked Estep 
Score: -4820016.500000 Penalty: 3655.797852
	Iteration 38Q: 3 clusters Score -4820016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 76514 members 
Entering Unmasked Estep 
Score: -4820017.500000 Penalty: 3655.797852
	Iteration 39Q: 3 clusters Score -4820018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 76514 members 
Entering Unmasked Estep 
Score: -4820017.500000 Penalty: 3655.797852
	Iteration 40F: 3 clusters Score -4820018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 6027 members 
Mstep: Class 4 contains 6177 members 
Mstep: Class 5 contains 1313 members 
Mstep: Class 8 contains 1281 members 
Mstep: Class 9 contains 493769 members 
Mstep: Class 10 contains 9869 members 
Mstep: Class 11 contains 10720 members 
Mstep: Class 12 contains 11267 members 
Mstep: Class 13 contains 7183 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 3045 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 20 contains 20768 members 
Mstep: Class 21 contains 6889 members 
Mstep: Class 23 contains 76773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197500.000000 Penalty: 34918.949219
Iteration 199Q: 17 clusters Score -4.21975e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 6021 members 
Mstep: Class 4 contains 6174 members 
Mstep: Class 5 contains 1313 members 
Mstep: Class 8 contains 1281 members 
Mstep: Class 9 contains 493761 members 
Mstep: Class 10 contains 9872 members 
Mstep: Class 11 contains 10718 members 
Mstep: Class 12 contains 11265 members 
Mstep: Class 13 contains 7185 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 3045 members 
Mstep: Class 18 contains 10061 members 
Mstep: Class 20 contains 20775 members 
Mstep: Class 21 contains 6889 members 
Mstep: Class 23 contains 76774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197452.000000 Penalty: 34918.949219
Iteration 200F: 17 clusters Score -4.219745e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 6022 members 
Mstep: Class 4 contains 6175 members 
Mstep: Class 5 contains 1313 members 
Mstep: Class 8 contains 1281 members 
Mstep: Class 9 contains 493760 members 
Mstep: Class 10 contains 9868 members 
Mstep: Class 11 contains 10720 members 
Mstep: Class 12 contains 11261 members 
Mstep: Class 13 contains 7181 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 3045 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 20 contains 20781 members 
Mstep: Class 21 contains 6889 members 
Mstep: Class 23 contains 76774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197428.000000 Penalty: 34918.949219
Iteration 201Q: 17 clusters Score -4.219743e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 6026 members 
Mstep: Class 4 contains 6172 members 
Mstep: Class 5 contains 1314 members 
Mstep: Class 8 contains 1281 members 
Mstep: Class 9 contains 493756 members 
Mstep: Class 10 contains 9868 members 
Mstep: Class 11 contains 10721 members 
Mstep: Class 12 contains 11258 members 
Mstep: Class 13 contains 7177 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 3043 members 
Mstep: Class 18 contains 10078 members 
Mstep: Class 20 contains 20783 members 
Mstep: Class 21 contains 6889 members 
Mstep: Class 23 contains 76777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197480.000000 Penalty: 34918.949219
Iteration 202Q: 17 clusters Score -4.219748e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 4 contains 6167 members 
Mstep: Class 5 contains 1314 members 
Mstep: Class 8 contains 1281 members 
Mstep: Class 9 contains 493756 members 
Mstep: Class 10 contains 9873 members 
Mstep: Class 11 contains 10720 members 
Mstep: Class 12 contains 11255 members 
Mstep: Class 13 contains 7178 members 
Mstep: Class 16 contains 2156 members 
Mstep: Class 17 contains 3041 members 
Mstep: Class 18 contains 10089 members 
Mstep: Class 20 contains 20787 members 
Mstep: Class 21 contains 6890 members 
Mstep: Class 23 contains 76777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197532.000000 Penalty: 34918.949219
Iteration 203Q: 17 clusters Score -4.219753e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 4 contains 6162 members 
Mstep: Class 5 contains 1314 members 
Mstep: Class 8 contains 1281 members 
Mstep: Class 9 contains 493748 members 
Mstep: Class 10 contains 9875 members 
Mstep: Class 11 contains 10715 members 
Mstep: Class 12 contains 11253 members 
Mstep: Class 13 contains 7175 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 3041 members 
Mstep: Class 18 contains 10097 members 
Mstep: Class 20 contains 20797 members 
Mstep: Class 21 contains 6889 members 
Mstep: Class 23 contains 76776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197544.000000 Penalty: 34918.949219
Iteration 204Q: 17 clusters Score -4.219754e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 6026 members 
Mstep: Class 4 contains 6163 members 
Mstep: Class 5 contains 1314 members 
Mstep: Class 8 contains 1281 members 
Mstep: Class 9 contains 493729 members 
Mstep: Class 10 contains 9875 members 
Mstep: Class 11 contains 10711 members 
Mstep: Class 12 contains 11246 members 
Mstep: Class 13 contains 7175 members 
Mstep: Class 16 contains 2153 members 
Mstep: Class 17 contains 3042 members 
Mstep: Class 18 contains 10103 members 
Mstep: Class 20 contains 20813 members 
Mstep: Class 21 contains 6889 members 
Mstep: Class 23 contains 76777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197608.000000 Penalty: 34918.949219
Iteration 205Q: 17 clusters Score -4.219761e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 4 contains 6164 members 
Mstep: Class 5 contains 1314 members 
Mstep: Class 8 contains 1281 members 
Mstep: Class 9 contains 493700 members 
Mstep: Class 10 contains 9877 members 
Mstep: Class 11 contains 10709 members 
Mstep: Class 12 contains 11243 members 
Mstep: Class 13 contains 7174 members 
Mstep: Class 16 contains 2148 members 
Mstep: Class 17 contains 3042 members 
Mstep: Class 18 contains 10104 members 
Mstep: Class 20 contains 20831 members 
Mstep: Class 21 contains 6890 members 
Mstep: Class 23 contains 76779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197588.000000 Penalty: 34918.949219
Iteration 206Q: 17 clusters Score -4.219759e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 4 contains 6164 members 
Mstep: Class 5 contains 1314 members 
Mstep: Class 8 contains 1281 members 
Mstep: Class 9 contains 493677 members 
Mstep: Class 10 contains 9883 members 
Mstep: Class 11 contains 10707 members 
Mstep: Class 12 contains 11236 members 
Mstep: Class 13 contains 7173 members 
Mstep: Class 16 contains 2147 members 
Mstep: Class 17 contains 3043 members 
Mstep: Class 18 contains 10107 members 
Mstep: Class 20 contains 20849 members 
Mstep: Class 21 contains 6891 members 
Mstep: Class 23 contains 76780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197580.000000 Penalty: 34918.949219
Iteration 207Q: 17 clusters Score -4.219758e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 4 contains 6163 members 
Mstep: Class 5 contains 1314 members 
Mstep: Class 8 contains 1281 members 
Mstep: Class 9 contains 493660 members 
Mstep: Class 10 contains 9885 members 
Mstep: Class 11 contains 10703 members 
Mstep: Class 12 contains 11233 members 
Mstep: Class 13 contains 7173 members 
Mstep: Class 16 contains 2145 members 
Mstep: Class 17 contains 3042 members 
Mstep: Class 18 contains 10108 members 
Mstep: Class 20 contains 20869 members 
Mstep: Class 21 contains 6890 members 
Mstep: Class 23 contains 76783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197584.000000 Penalty: 34918.949219
Iteration 208Q: 17 clusters Score -4.219758e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 6026 members 
Mstep: Class 4 contains 6163 members 
Mstep: Class 5 contains 1314 members 
Mstep: Class 8 contains 1281 members 
Mstep: Class 9 contains 493648 members 
Mstep: Class 10 contains 9888 members 
Mstep: Class 11 contains 10699 members 
Mstep: Class 12 contains 11230 members 
Mstep: Class 13 contains 7173 members 
Mstep: Class 16 contains 2144 members 
Mstep: Class 17 contains 3042 members 
Mstep: Class 18 contains 10111 members 
Mstep: Class 20 contains 20885 members 
Mstep: Class 21 contains 6889 members 
Mstep: Class 23 contains 76787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197580.000000 Penalty: 34918.949219
Iteration 209Q: 17 clusters Score -4.219758e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 6025 members 
Mstep: Class 4 contains 6165 members 
Mstep: Class 5 contains 1314 members 
Mstep: Class 8 contains 1281 members 
Mstep: Class 9 contains 493632 members 
Mstep: Class 10 contains 9893 members 
Mstep: Class 11 contains 10697 members 
Mstep: Class 12 contains 11225 members 
Mstep: Class 13 contains 7172 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 3043 members 
Mstep: Class 18 contains 10113 members 
Mstep: Class 20 contains 20899 members 
Mstep: Class 21 contains 6887 members 
Mstep: Class 23 contains 76792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197588.000000 Penalty: 34918.949219
Iteration 210Q: 17 clusters Score -4.219759e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 6023 members 
Mstep: Class 4 contains 6166 members 
Mstep: Class 5 contains 1314 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493621 members 
Mstep: Class 10 contains 9895 members 
Mstep: Class 11 contains 10695 members 
Mstep: Class 12 contains 11222 members 
Mstep: Class 13 contains 7171 members 
Mstep: Class 16 contains 2142 members 
Mstep: Class 17 contains 3047 members 
Mstep: Class 18 contains 10121 members 
Mstep: Class 20 contains 20912 members 
Mstep: Class 21 contains 6884 members 
Mstep: Class 23 contains 76792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197536.000000 Penalty: 34918.949219
Iteration 211Q: 17 clusters Score -4.219754e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 6019 members 
Mstep: Class 4 contains 6165 members 
Mstep: Class 5 contains 1314 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493610 members 
Mstep: Class 10 contains 9900 members 
Mstep: Class 11 contains 10694 members 
Mstep: Class 12 contains 11221 members 
Mstep: Class 13 contains 7170 members 
Mstep: Class 16 contains 2142 members 
Mstep: Class 17 contains 3046 members 
Mstep: Class 18 contains 10124 members 
Mstep: Class 20 contains 20922 members 
Mstep: Class 21 contains 6885 members 
Mstep: Class 23 contains 76793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197552.000000 Penalty: 34918.949219
Iteration 212Q: 17 clusters Score -4.219755e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 6012 members 
Mstep: Class 4 contains 6164 members 
Mstep: Class 5 contains 1314 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493613 members 
Mstep: Class 10 contains 9896 members 
Mstep: Class 11 contains 10694 members 
Mstep: Class 12 contains 11219 members 
Mstep: Class 13 contains 7168 members 
Mstep: Class 16 contains 2142 members 
Mstep: Class 17 contains 3047 members 
Mstep: Class 18 contains 10127 members 
Mstep: Class 20 contains 20928 members 
Mstep: Class 21 contains 6884 members 
Mstep: Class 23 contains 76795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197560.000000 Penalty: 34918.949219
Iteration 213Q: 17 clusters Score -4.219756e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 6012 members 
Mstep: Class 4 contains 6162 members 
Mstep: Class 5 contains 1314 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493603 members 
Mstep: Class 10 contains 9897 members 
Mstep: Class 11 contains 10692 members 
Mstep: Class 12 contains 11219 members 
Mstep: Class 13 contains 7165 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 3053 members 
Mstep: Class 18 contains 10130 members 
Mstep: Class 20 contains 20938 members 
Mstep: Class 21 contains 6882 members 
Mstep: Class 23 contains 76798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197608.000000 Penalty: 34918.949219
Iteration 214Q: 17 clusters Score -4.219761e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 6013 members 
Mstep: Class 4 contains 6160 members 
Mstep: Class 5 contains 1314 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493603 members 
Mstep: Class 10 contains 9891 members 
Mstep: Class 11 contains 10690 members 
Mstep: Class 12 contains 11218 members 
Mstep: Class 13 contains 7164 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 3057 members 
Mstep: Class 18 contains 10137 members 
Mstep: Class 20 contains 20943 members 
Mstep: Class 21 contains 6881 members 
Mstep: Class 23 contains 76800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197588.000000 Penalty: 34918.949219
Iteration 215Q: 17 clusters Score -4.219759e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 6018 members 
Mstep: Class 4 contains 6154 members 
Mstep: Class 5 contains 1314 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493593 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 10689 members 
Mstep: Class 12 contains 11216 members 
Mstep: Class 13 contains 7164 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 3063 members 
Mstep: Class 18 contains 10142 members 
Mstep: Class 20 contains 20949 members 
Mstep: Class 21 contains 6881 members 
Mstep: Class 23 contains 76799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197580.000000 Penalty: 34918.949219
Iteration 216Q: 17 clusters Score -4.219758e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 4 contains 6149 members 
Mstep: Class 5 contains 1314 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493586 members 
Mstep: Class 10 contains 9890 members 
Mstep: Class 11 contains 10688 members 
Mstep: Class 12 contains 11214 members 
Mstep: Class 13 contains 7164 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 3065 members 
Mstep: Class 18 contains 10145 members 
Mstep: Class 20 contains 20952 members 
Mstep: Class 21 contains 6880 members 
Mstep: Class 23 contains 76800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197572.000000 Penalty: 34918.949219
Iteration 217Q: 17 clusters Score -4.219757e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 6028 members 
Mstep: Class 4 contains 6145 members 
Mstep: Class 5 contains 1314 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493574 members 
Mstep: Class 10 contains 9890 members 
Mstep: Class 11 contains 10687 members 
Mstep: Class 12 contains 11212 members 
Mstep: Class 13 contains 7162 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 3068 members 
Mstep: Class 18 contains 10145 members 
Mstep: Class 20 contains 20958 members 
Mstep: Class 21 contains 6879 members 
Mstep: Class 23 contains 76803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197568.000000 Penalty: 34918.949219
Iteration 218Q: 17 clusters Score -4.219757e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 4 contains 6138 members 
Mstep: Class 5 contains 1314 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493564 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 10688 members 
Mstep: Class 12 contains 11212 members 
Mstep: Class 13 contains 7161 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 20966 members 
Mstep: Class 21 contains 6879 members 
Mstep: Class 23 contains 76805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197600.000000 Penalty: 34918.949219
Iteration 219Q: 17 clusters Score -4.21976e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 6030 members 
Mstep: Class 4 contains 6135 members 
Mstep: Class 5 contains 1315 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493556 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 10687 members 
Mstep: Class 12 contains 11211 members 
Mstep: Class 13 contains 7161 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 3075 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 20972 members 
Mstep: Class 21 contains 6878 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197592.000000 Penalty: 34918.949219
Iteration 220F: 17 clusters Score -4.219759e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 4 contains 6132 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493544 members 
Mstep: Class 10 contains 9890 members 
Mstep: Class 11 contains 10687 members 
Mstep: Class 12 contains 11210 members 
Mstep: Class 13 contains 7161 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 3081 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 20976 members 
Mstep: Class 21 contains 6877 members 
Mstep: Class 23 contains 76805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197628.000000 Penalty: 34918.949219
Iteration 221Q: 17 clusters Score -4.219763e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 6027 members 
Mstep: Class 4 contains 6130 members 
Mstep: Class 5 contains 1317 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493533 members 
Mstep: Class 10 contains 9892 members 
Mstep: Class 11 contains 10686 members 
Mstep: Class 12 contains 11210 members 
Mstep: Class 13 contains 7162 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 3082 members 
Mstep: Class 18 contains 10146 members 
Mstep: Class 20 contains 20983 members 
Mstep: Class 21 contains 6878 members 
Mstep: Class 23 contains 76805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197624.000000 Penalty: 34918.949219
Iteration 222Q: 17 clusters Score -4.219762e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 6025 members 
Mstep: Class 4 contains 6130 members 
Mstep: Class 5 contains 1317 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493528 members 
Mstep: Class 10 contains 9892 members 
Mstep: Class 11 contains 10686 members 
Mstep: Class 12 contains 11209 members 
Mstep: Class 13 contains 7162 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 3081 members 
Mstep: Class 18 contains 10146 members 
Mstep: Class 20 contains 20991 members 
Mstep: Class 21 contains 6878 members 
Mstep: Class 23 contains 76805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197632.000000 Penalty: 34918.949219
Iteration 223Q: 17 clusters Score -4.219763e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 6025 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1317 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493526 members 
Mstep: Class 10 contains 9892 members 
Mstep: Class 11 contains 10685 members 
Mstep: Class 12 contains 11208 members 
Mstep: Class 13 contains 7162 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 3079 members 
Mstep: Class 18 contains 10146 members 
Mstep: Class 20 contains 20997 members 
Mstep: Class 21 contains 6878 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197632.000000 Penalty: 34918.949219
Iteration 224Q: 17 clusters Score -4.219763e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 6025 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1317 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493521 members 
Mstep: Class 10 contains 9892 members 
Mstep: Class 11 contains 10684 members 
Mstep: Class 12 contains 11206 members 
Mstep: Class 13 contains 7162 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 3081 members 
Mstep: Class 18 contains 10146 members 
Mstep: Class 20 contains 21003 members 
Mstep: Class 21 contains 6878 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197636.000000 Penalty: 34918.949219
Iteration 225Q: 17 clusters Score -4.219764e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 6025 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493517 members 
Mstep: Class 10 contains 9892 members 
Mstep: Class 11 contains 10684 members 
Mstep: Class 12 contains 11204 members 
Mstep: Class 13 contains 7162 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 3082 members 
Mstep: Class 18 contains 10146 members 
Mstep: Class 20 contains 21009 members 
Mstep: Class 21 contains 6878 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197624.000000 Penalty: 34918.949219
Iteration 226Q: 17 clusters Score -4.219762e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 6025 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493517 members 
Mstep: Class 10 contains 9892 members 
Mstep: Class 11 contains 10684 members 
Mstep: Class 12 contains 11202 members 
Mstep: Class 13 contains 7161 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 3081 members 
Mstep: Class 18 contains 10146 members 
Mstep: Class 20 contains 21013 members 
Mstep: Class 21 contains 6878 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197624.000000 Penalty: 34918.949219
Iteration 227Q: 17 clusters Score -4.219762e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 6025 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493514 members 
Mstep: Class 10 contains 9892 members 
Mstep: Class 11 contains 10684 members 
Mstep: Class 12 contains 11202 members 
Mstep: Class 13 contains 7159 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 3081 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21017 members 
Mstep: Class 21 contains 6878 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197660.000000 Penalty: 34918.949219
Iteration 228Q: 17 clusters Score -4.219766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 6025 members 
Mstep: Class 4 contains 6130 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493517 members 
Mstep: Class 10 contains 9892 members 
Mstep: Class 11 contains 10684 members 
Mstep: Class 12 contains 11201 members 
Mstep: Class 13 contains 7159 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 3081 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21016 members 
Mstep: Class 21 contains 6878 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197684.000000 Penalty: 34918.949219
Iteration 229Q: 17 clusters Score -4.219768e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 6025 members 
Mstep: Class 4 contains 6130 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493511 members 
Mstep: Class 10 contains 9892 members 
Mstep: Class 11 contains 10683 members 
Mstep: Class 12 contains 11199 members 
Mstep: Class 13 contains 7160 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 3081 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21025 members 
Mstep: Class 21 contains 6878 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197692.000000 Penalty: 34918.949219
Iteration 230Q: 17 clusters Score -4.219769e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493510 members 
Mstep: Class 10 contains 9893 members 
Mstep: Class 11 contains 10680 members 
Mstep: Class 12 contains 11199 members 
Mstep: Class 13 contains 7157 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 3081 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21031 members 
Mstep: Class 21 contains 6878 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197708.000000 Penalty: 34918.949219
Iteration 231Q: 17 clusters Score -4.219771e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 6026 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493503 members 
Mstep: Class 10 contains 9893 members 
Mstep: Class 11 contains 10678 members 
Mstep: Class 12 contains 11197 members 
Mstep: Class 13 contains 7156 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 3081 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21040 members 
Mstep: Class 21 contains 6878 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197656.000000 Penalty: 34918.949219
Iteration 232Q: 17 clusters Score -4.219766e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 6027 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493504 members 
Mstep: Class 10 contains 9892 members 
Mstep: Class 11 contains 10678 members 
Mstep: Class 12 contains 11192 members 
Mstep: Class 13 contains 7155 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 3081 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21045 members 
Mstep: Class 21 contains 6878 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197668.000000 Penalty: 34918.949219
Iteration 233Q: 17 clusters Score -4.219767e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 6028 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493508 members 
Mstep: Class 10 contains 9890 members 
Mstep: Class 11 contains 10678 members 
Mstep: Class 12 contains 11190 members 
Mstep: Class 13 contains 7154 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 3081 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21046 members 
Mstep: Class 21 contains 6877 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197676.000000 Penalty: 34918.949219
Iteration 234Q: 17 clusters Score -4.219768e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493510 members 
Mstep: Class 10 contains 9890 members 
Mstep: Class 11 contains 10678 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 3081 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21049 members 
Mstep: Class 21 contains 6876 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197648.000000 Penalty: 34918.949219
Iteration 235Q: 17 clusters Score -4.219765e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493506 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 10676 members 
Mstep: Class 12 contains 11190 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 3081 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21056 members 
Mstep: Class 21 contains 6874 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197648.000000 Penalty: 34918.949219
Iteration 236Q: 17 clusters Score -4.219765e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493499 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 10675 members 
Mstep: Class 12 contains 11190 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 3081 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21064 members 
Mstep: Class 21 contains 6873 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197644.000000 Penalty: 34918.949219
Iteration 237Q: 17 clusters Score -4.219764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493498 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 10674 members 
Mstep: Class 12 contains 11190 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 3081 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21066 members 
Mstep: Class 21 contains 6873 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197644.000000 Penalty: 34918.949219
Iteration 238Q: 17 clusters Score -4.219764e+07 nChanged 6
Entering ConstructFrom: 
Score: -42197644.000000 Penalty: 34918.949219
Entering ConstructFrom: 
Trying to split cluster 1 (13073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Entering Unmasked Estep 
Score: -833620.562500 Penalty: 1540.224365
	Iteration 0F: 2 clusters Score -833620.6 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 6537 members 
Entering Unmasked Estep 
Score: -824592.625000 Penalty: 3080.448730
	Iteration 0F: 3 clusters Score -824592.6 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -827700.500000 Penalty: 3080.448730
	Iteration 1F: 3 clusters Score -827700.5 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -828056.437500 Penalty: 3080.448730
	Iteration 2F: 3 clusters Score -828056.4 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -828365.937500 Penalty: 3080.448730
	Iteration 3F: 3 clusters Score -828365.9 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -828638.000000 Penalty: 3080.448730
	Iteration 4Q: 3 clusters Score -828638 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -828897.562500 Penalty: 3080.448730
	Iteration 5Q: 3 clusters Score -828897.6 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -829193.750000 Penalty: 3080.448730
	Iteration 6Q: 3 clusters Score -829193.8 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -829591.312500 Penalty: 3080.448730
	Iteration 7Q: 3 clusters Score -829591.3 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -830053.812500 Penalty: 3080.448730
	Iteration 8F: 3 clusters Score -830053.8 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -830517.625000 Penalty: 3080.448730
	Iteration 9Q: 3 clusters Score -830517.6 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -830992.687500 Penalty: 3080.448730
	Iteration 10Q: 3 clusters Score -830992.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -831347.687500 Penalty: 3080.448730
	Iteration 11Q: 3 clusters Score -831347.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -831588.812500 Penalty: 3080.448730
	Iteration 12Q: 3 clusters Score -831588.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -831771.625000 Penalty: 3080.448730
	Iteration 13Q: 3 clusters Score -831771.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -831896.937500 Penalty: 3080.448730
	Iteration 14Q: 3 clusters Score -831896.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -831998.875000 Penalty: 3080.448730
	Iteration 15Q: 3 clusters Score -831998.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -832075.750000 Penalty: 3080.448730
	Iteration 16Q: 3 clusters Score -832075.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -832128.750000 Penalty: 3080.448730
	Iteration 17Q: 3 clusters Score -832128.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -832167.812500 Penalty: 3080.448730
	Iteration 18Q: 3 clusters Score -832167.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -832205.312500 Penalty: 3080.448730
	Iteration 19Q: 3 clusters Score -832205.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -832229.500000 Penalty: 3080.448730
	Iteration 20F: 3 clusters Score -832229.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -832253.187500 Penalty: 3080.448730
	Iteration 21Q: 3 clusters Score -832253.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -832270.000000 Penalty: 3080.448730
	Iteration 22Q: 3 clusters Score -832270 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -832277.625000 Penalty: 3080.448730
	Iteration 23Q: 3 clusters Score -832277.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -832285.500000 Penalty: 3080.448730
	Iteration 24Q: 3 clusters Score -832285.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -832289.562500 Penalty: 3080.448730
	Iteration 25Q: 3 clusters Score -832289.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -832295.812500 Penalty: 3080.448730
	Iteration 26Q: 3 clusters Score -832295.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -832301.000000 Penalty: 3080.448730
	Iteration 27Q: 3 clusters Score -832301 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -832307.062500 Penalty: 3080.448730
	Iteration 28Q: 3 clusters Score -832307.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -832312.562500 Penalty: 3080.448730
	Iteration 29Q: 3 clusters Score -832312.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -832317.187500 Penalty: 3080.448730
	Iteration 30Q: 3 clusters Score -832317.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -832322.000000 Penalty: 3080.448730
	Iteration 31Q: 3 clusters Score -832322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -832323.312500 Penalty: 3080.448730
	Iteration 32Q: 3 clusters Score -832323.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -832325.187500 Penalty: 3080.448730
	Iteration 33Q: 3 clusters Score -832325.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -832325.125000 Penalty: 3080.448730
	Iteration 34Q: 3 clusters Score -832325.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -832328.812500 Penalty: 3080.448730
	Iteration 35Q: 3 clusters Score -832328.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -832329.875000 Penalty: 3080.448730
	Iteration 36Q: 3 clusters Score -832329.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -832329.875000 Penalty: 3080.448730
	Iteration 37Q: 3 clusters Score -832329.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -832330.250000 Penalty: 3080.448730
	Iteration 38Q: 3 clusters Score -832330.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -832330.500000 Penalty: 3080.448730
	Iteration 39Q: 3 clusters Score -832330.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -832331.937500 Penalty: 3080.448730
	Iteration 40F: 3 clusters Score -832331.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -832332.375000 Penalty: 3080.448730
	Iteration 41Q: 3 clusters Score -832332.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -832333.125000 Penalty: 3080.448730
	Iteration 42Q: 3 clusters Score -832333.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -832332.500000 Penalty: 3080.448730
	Iteration 43Q: 3 clusters Score -832332.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -832333.750000 Penalty: 3080.448730
	Iteration 44Q: 3 clusters Score -832333.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -832332.812500 Penalty: 3080.448730
	Iteration 45Q: 3 clusters Score -832332.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -832333.437500 Penalty: 3080.448730
	Iteration 46Q: 3 clusters Score -832333.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -832333.187500 Penalty: 3080.448730
	Iteration 47Q: 3 clusters Score -832333.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -832332.437500 Penalty: 3080.448730
	Iteration 48Q: 3 clusters Score -832332.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -832332.437500 Penalty: 3080.448730
	Iteration 49F: 3 clusters Score -832332.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Entering Unmasked Estep 
Score: -369787.625000 Penalty: 1414.454590
	Iteration 0F: 2 clusters Score -369787.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -365145.312500 Penalty: 2828.909180
	Iteration 0F: 3 clusters Score -365145.3 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -366386.500000 Penalty: 2828.909180
	Iteration 1F: 3 clusters Score -366386.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -366557.281250 Penalty: 2828.909180
	Iteration 2F: 3 clusters Score -366557.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -366698.843750 Penalty: 2828.909180
	Iteration 3F: 3 clusters Score -366698.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -366821.156250 Penalty: 2828.909180
	Iteration 4Q: 3 clusters Score -366821.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -366918.656250 Penalty: 2828.909180
	Iteration 5Q: 3 clusters Score -366918.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -367011.125000 Penalty: 2828.909180
	Iteration 6Q: 3 clusters Score -367011.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -367081.406250 Penalty: 2828.909180
	Iteration 7Q: 3 clusters Score -367081.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -367170.718750 Penalty: 2828.909180
	Iteration 8Q: 3 clusters Score -367170.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -367256.125000 Penalty: 2828.909180
	Iteration 9Q: 3 clusters Score -367256.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -367330.906250 Penalty: 2828.909180
	Iteration 10Q: 3 clusters Score -367330.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -367396.968750 Penalty: 2828.909180
	Iteration 11Q: 3 clusters Score -367397 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -367454.500000 Penalty: 2828.909180
	Iteration 12Q: 3 clusters Score -367454.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -367524.562500 Penalty: 2828.909180
	Iteration 13Q: 3 clusters Score -367524.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -367613.156250 Penalty: 2828.909180
	Iteration 14Q: 3 clusters Score -367613.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -367708.437500 Penalty: 2828.909180
	Iteration 15Q: 3 clusters Score -367708.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -367787.093750 Penalty: 2828.909180
	Iteration 16Q: 3 clusters Score -367787.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -367856.156250 Penalty: 2828.909180
	Iteration 17Q: 3 clusters Score -367856.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -367909.875000 Penalty: 2828.909180
	Iteration 18Q: 3 clusters Score -367909.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -367961.750000 Penalty: 2828.909180
	Iteration 19Q: 3 clusters Score -367961.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -368003.687500 Penalty: 2828.909180
	Iteration 20F: 3 clusters Score -368003.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -368033.343750 Penalty: 2828.909180
	Iteration 21Q: 3 clusters Score -368033.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -368064.156250 Penalty: 2828.909180
	Iteration 22Q: 3 clusters Score -368064.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -368090.093750 Penalty: 2828.909180
	Iteration 23Q: 3 clusters Score -368090.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -368123.031250 Penalty: 2828.909180
	Iteration 24Q: 3 clusters Score -368123 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -368148.625000 Penalty: 2828.909180
	Iteration 25Q: 3 clusters Score -368148.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -368171.718750 Penalty: 2828.909180
	Iteration 26Q: 3 clusters Score -368171.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -368190.437500 Penalty: 2828.909180
	Iteration 27Q: 3 clusters Score -368190.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -368203.312500 Penalty: 2828.909180
	Iteration 28Q: 3 clusters Score -368203.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -368214.375000 Penalty: 2828.909180
	Iteration 29Q: 3 clusters Score -368214.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -368227.625000 Penalty: 2828.909180
	Iteration 30Q: 3 clusters Score -368227.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -368244.968750 Penalty: 2828.909180
	Iteration 31Q: 3 clusters Score -368245 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -368259.125000 Penalty: 2828.909180
	Iteration 32Q: 3 clusters Score -368259.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -368268.218750 Penalty: 2828.909180
	Iteration 33Q: 3 clusters Score -368268.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -368278.468750 Penalty: 2828.909180
	Iteration 34Q: 3 clusters Score -368278.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -368293.218750 Penalty: 2828.909180
	Iteration 35Q: 3 clusters Score -368293.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -368309.218750 Penalty: 2828.909180
	Iteration 36Q: 3 clusters Score -368309.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -368321.125000 Penalty: 2828.909180
	Iteration 37Q: 3 clusters Score -368321.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -368332.500000 Penalty: 2828.909180
	Iteration 38Q: 3 clusters Score -368332.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -368340.562500 Penalty: 2828.909180
	Iteration 39Q: 3 clusters Score -368340.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -368347.312500 Penalty: 2828.909180
	Iteration 40F: 3 clusters Score -368347.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -368355.812500 Penalty: 2828.909180
	Iteration 41Q: 3 clusters Score -368355.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -368364.750000 Penalty: 2828.909180
	Iteration 42Q: 3 clusters Score -368364.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -368371.687500 Penalty: 2828.909180
	Iteration 43Q: 3 clusters Score -368371.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -368383.312500 Penalty: 2828.909180
	Iteration 44Q: 3 clusters Score -368383.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -368393.812500 Penalty: 2828.909180
	Iteration 45Q: 3 clusters Score -368393.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -368403.750000 Penalty: 2828.909180
	Iteration 46Q: 3 clusters Score -368403.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -368412.406250 Penalty: 2828.909180
	Iteration 47Q: 3 clusters Score -368412.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -368421.156250 Penalty: 2828.909180
	Iteration 48Q: 3 clusters Score -368421.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -368427.218750 Penalty: 2828.909180
	Iteration 49Q: 3 clusters Score -368427.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -368433.406250 Penalty: 2828.909180
	Iteration 50Q: 3 clusters Score -368433.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -368437.562500 Penalty: 2828.909180
	Iteration 51Q: 3 clusters Score -368437.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -368441.531250 Penalty: 2828.909180
	Iteration 52Q: 3 clusters Score -368441.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -368447.375000 Penalty: 2828.909180
	Iteration 53Q: 3 clusters Score -368447.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -368453.468750 Penalty: 2828.909180
	Iteration 54Q: 3 clusters Score -368453.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -368458.062500 Penalty: 2828.909180
	Iteration 55Q: 3 clusters Score -368458.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -368460.468750 Penalty: 2828.909180
	Iteration 56Q: 3 clusters Score -368460.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -368462.343750 Penalty: 2828.909180
	Iteration 57Q: 3 clusters Score -368462.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -368463.656250 Penalty: 2828.909180
	Iteration 58Q: 3 clusters Score -368463.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -368467.750000 Penalty: 2828.909180
	Iteration 59Q: 3 clusters Score -368467.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -368468.937500 Penalty: 2828.909180
	Iteration 60F: 3 clusters Score -368468.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -368471.343750 Penalty: 2828.909180
	Iteration 61Q: 3 clusters Score -368471.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -368474.250000 Penalty: 2828.909180
	Iteration 62Q: 3 clusters Score -368474.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -368475.750000 Penalty: 2828.909180
	Iteration 63Q: 3 clusters Score -368475.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -368479.031250 Penalty: 2828.909180
	Iteration 64Q: 3 clusters Score -368479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -368480.593750 Penalty: 2828.909180
	Iteration 65Q: 3 clusters Score -368480.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -368481.906250 Penalty: 2828.909180
	Iteration 66Q: 3 clusters Score -368481.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -368483.406250 Penalty: 2828.909180
	Iteration 67Q: 3 clusters Score -368483.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -368486.937500 Penalty: 2828.909180
	Iteration 68Q: 3 clusters Score -368486.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -368490.000000 Penalty: 2828.909180
	Iteration 69Q: 3 clusters Score -368490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -368494.093750 Penalty: 2828.909180
	Iteration 70Q: 3 clusters Score -368494.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -368496.593750 Penalty: 2828.909180
	Iteration 71Q: 3 clusters Score -368496.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -368497.937500 Penalty: 2828.909180
	Iteration 72Q: 3 clusters Score -368497.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -368500.625000 Penalty: 2828.909180
	Iteration 73Q: 3 clusters Score -368500.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -368503.125000 Penalty: 2828.909180
	Iteration 74Q: 3 clusters Score -368503.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -368506.250000 Penalty: 2828.909180
	Iteration 75Q: 3 clusters Score -368506.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -368512.468750 Penalty: 2828.909180
	Iteration 76Q: 3 clusters Score -368512.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -368516.156250 Penalty: 2828.909180
	Iteration 77Q: 3 clusters Score -368516.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -368520.281250 Penalty: 2828.909180
	Iteration 78Q: 3 clusters Score -368520.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -368527.218750 Penalty: 2828.909180
	Iteration 79Q: 3 clusters Score -368527.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -368534.375000 Penalty: 2828.909180
	Iteration 80F: 3 clusters Score -368534.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -368540.843750 Penalty: 2828.909180
	Iteration 81Q: 3 clusters Score -368540.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -368549.156250 Penalty: 2828.909180
	Iteration 82Q: 3 clusters Score -368549.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -368557.468750 Penalty: 2828.909180
	Iteration 83Q: 3 clusters Score -368557.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -368563.906250 Penalty: 2828.909180
	Iteration 84Q: 3 clusters Score -368563.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -368569.250000 Penalty: 2828.909180
	Iteration 85Q: 3 clusters Score -368569.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -368573.875000 Penalty: 2828.909180
	Iteration 86Q: 3 clusters Score -368573.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -368575.625000 Penalty: 2828.909180
	Iteration 87Q: 3 clusters Score -368575.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -368576.468750 Penalty: 2828.909180
	Iteration 88Q: 3 clusters Score -368576.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -368578.843750 Penalty: 2828.909180
	Iteration 89Q: 3 clusters Score -368578.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -368580.843750 Penalty: 2828.909180
	Iteration 90Q: 3 clusters Score -368580.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -368583.031250 Penalty: 2828.909180
	Iteration 91Q: 3 clusters Score -368583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -368585.781250 Penalty: 2828.909180
	Iteration 92Q: 3 clusters Score -368585.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -368588.750000 Penalty: 2828.909180
	Iteration 93Q: 3 clusters Score -368588.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -368589.343750 Penalty: 2828.909180
	Iteration 94Q: 3 clusters Score -368589.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -368589.093750 Penalty: 2828.909180
	Iteration 95Q: 3 clusters Score -368589.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -368590.625000 Penalty: 2828.909180
	Iteration 96Q: 3 clusters Score -368590.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -368591.937500 Penalty: 2828.909180
	Iteration 97Q: 3 clusters Score -368591.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -368592.281250 Penalty: 2828.909180
	Iteration 98Q: 3 clusters Score -368592.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -368592.531250 Penalty: 2828.909180
	Iteration 99Q: 3 clusters Score -368592.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -368593.187500 Penalty: 2828.909180
	Iteration 100F: 3 clusters Score -368593.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -368593.312500 Penalty: 2828.909180
	Iteration 101Q: 3 clusters Score -368593.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -368593.312500 Penalty: 2828.909180
	Iteration 102F: 3 clusters Score -368593.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Entering Unmasked Estep 
Score: -332734.187500 Penalty: 1417.180908
	Iteration 0F: 2 clusters Score -332734.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -328056.125000 Penalty: 2834.361816
	Iteration 0F: 3 clusters Score -328056.1 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -329592.281250 Penalty: 2834.361816
	Iteration 1F: 3 clusters Score -329592.3 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -329831.250000 Penalty: 2834.361816
	Iteration 2F: 3 clusters Score -329831.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -330033.593750 Penalty: 2834.361816
	Iteration 3F: 3 clusters Score -330033.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -330243.031250 Penalty: 2834.361816
	Iteration 4F: 3 clusters Score -330243 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -330431.687500 Penalty: 2834.361816
	Iteration 5F: 3 clusters Score -330431.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -330619.281250 Penalty: 2834.361816
	Iteration 6Q: 3 clusters Score -330619.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -330798.312500 Penalty: 2834.361816
	Iteration 7Q: 3 clusters Score -330798.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -330959.531250 Penalty: 2834.361816
	Iteration 8Q: 3 clusters Score -330959.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -331095.937500 Penalty: 2834.361816
	Iteration 9Q: 3 clusters Score -331095.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -331186.437500 Penalty: 2834.361816
	Iteration 10Q: 3 clusters Score -331186.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -331258.250000 Penalty: 2834.361816
	Iteration 11Q: 3 clusters Score -331258.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -331308.281250 Penalty: 2834.361816
	Iteration 12Q: 3 clusters Score -331308.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -331358.500000 Penalty: 2834.361816
	Iteration 13Q: 3 clusters Score -331358.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -331401.250000 Penalty: 2834.361816
	Iteration 14Q: 3 clusters Score -331401.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -331432.750000 Penalty: 2834.361816
	Iteration 15Q: 3 clusters Score -331432.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -331453.875000 Penalty: 2834.361816
	Iteration 16Q: 3 clusters Score -331453.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -331471.281250 Penalty: 2834.361816
	Iteration 17Q: 3 clusters Score -331471.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -331480.343750 Penalty: 2834.361816
	Iteration 18Q: 3 clusters Score -331480.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -331489.062500 Penalty: 2834.361816
	Iteration 19Q: 3 clusters Score -331489.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -331500.281250 Penalty: 2834.361816
	Iteration 20F: 3 clusters Score -331500.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -331514.218750 Penalty: 2834.361816
	Iteration 21Q: 3 clusters Score -331514.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -331531.093750 Penalty: 2834.361816
	Iteration 22Q: 3 clusters Score -331531.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -331546.000000 Penalty: 2834.361816
	Iteration 23Q: 3 clusters Score -331546 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -331557.843750 Penalty: 2834.361816
	Iteration 24Q: 3 clusters Score -331557.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -331565.375000 Penalty: 2834.361816
	Iteration 25Q: 3 clusters Score -331565.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -331571.812500 Penalty: 2834.361816
	Iteration 26Q: 3 clusters Score -331571.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -331583.812500 Penalty: 2834.361816
	Iteration 27Q: 3 clusters Score -331583.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -331596.031250 Penalty: 2834.361816
	Iteration 28Q: 3 clusters Score -331596 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -331609.750000 Penalty: 2834.361816
	Iteration 29Q: 3 clusters Score -331609.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -331618.343750 Penalty: 2834.361816
	Iteration 30Q: 3 clusters Score -331618.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -331625.843750 Penalty: 2834.361816
	Iteration 31Q: 3 clusters Score -331625.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -331633.906250 Penalty: 2834.361816
	Iteration 32Q: 3 clusters Score -331633.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -331637.812500 Penalty: 2834.361816
	Iteration 33Q: 3 clusters Score -331637.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -331644.031250 Penalty: 2834.361816
	Iteration 34Q: 3 clusters Score -331644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -331650.093750 Penalty: 2834.361816
	Iteration 35Q: 3 clusters Score -331650.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -331657.000000 Penalty: 2834.361816
	Iteration 36Q: 3 clusters Score -331657 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -331666.062500 Penalty: 2834.361816
	Iteration 37Q: 3 clusters Score -331666.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -331681.687500 Penalty: 2834.361816
	Iteration 38Q: 3 clusters Score -331681.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -331702.031250 Penalty: 2834.361816
	Iteration 39Q: 3 clusters Score -331702 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -331719.656250 Penalty: 2834.361816
	Iteration 40F: 3 clusters Score -331719.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -331737.656250 Penalty: 2834.361816
	Iteration 41Q: 3 clusters Score -331737.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -331748.531250 Penalty: 2834.361816
	Iteration 42Q: 3 clusters Score -331748.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -331756.468750 Penalty: 2834.361816
	Iteration 43Q: 3 clusters Score -331756.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -331766.687500 Penalty: 2834.361816
	Iteration 44Q: 3 clusters Score -331766.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -331773.937500 Penalty: 2834.361816
	Iteration 45Q: 3 clusters Score -331773.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -331783.562500 Penalty: 2834.361816
	Iteration 46Q: 3 clusters Score -331783.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -331790.468750 Penalty: 2834.361816
	Iteration 47Q: 3 clusters Score -331790.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -331796.468750 Penalty: 2834.361816
	Iteration 48Q: 3 clusters Score -331796.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -331800.218750 Penalty: 2834.361816
	Iteration 49Q: 3 clusters Score -331800.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -331801.843750 Penalty: 2834.361816
	Iteration 50Q: 3 clusters Score -331801.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -331802.375000 Penalty: 2834.361816
	Iteration 51Q: 3 clusters Score -331802.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -331802.375000 Penalty: 2834.361816
	Iteration 52F: 3 clusters Score -331802.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -75428.046875 Penalty: 1167.132202
	Iteration 0F: 2 clusters Score -75428.05 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: -73774.515625 Penalty: 2334.264404
	Iteration 0F: 3 clusters Score -73774.52 nChanged 402
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: -74088.921875 Penalty: 2334.264404
	Iteration 1F: 3 clusters Score -74088.92 nChanged 104
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: -74196.062500 Penalty: 2334.264404
	Iteration 2F: 3 clusters Score -74196.06 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -74250.406250 Penalty: 2334.264404
	Iteration 3Q: 3 clusters Score -74250.41 nChanged 32
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: -74279.437500 Penalty: 2334.264404
	Iteration 4Q: 3 clusters Score -74279.44 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -74303.195312 Penalty: 2334.264404
	Iteration 5Q: 3 clusters Score -74303.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -74321.914062 Penalty: 2334.264404
	Iteration 6Q: 3 clusters Score -74321.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -74330.812500 Penalty: 2334.264404
	Iteration 7Q: 3 clusters Score -74330.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -74334.390625 Penalty: 2334.264404
	Iteration 8Q: 3 clusters Score -74334.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -74335.851562 Penalty: 2334.264404
	Iteration 9Q: 3 clusters Score -74335.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -74335.851562 Penalty: 2334.264404
	Iteration 10F: 3 clusters Score -74335.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -72193.937500 Penalty: 1162.625000
	Iteration 0F: 2 clusters Score -72193.94 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 654 members 
Entering Unmasked Estep 
Score: -70592.843750 Penalty: 2325.250000
	Iteration 0F: 3 clusters Score -70592.84 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -70890.265625 Penalty: 2325.250000
	Iteration 1F: 3 clusters Score -70890.27 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -70980.984375 Penalty: 2325.250000
	Iteration 2F: 3 clusters Score -70980.98 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -71041.046875 Penalty: 2325.250000
	Iteration 3Q: 3 clusters Score -71041.05 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -71096.484375 Penalty: 2325.250000
	Iteration 4Q: 3 clusters Score -71096.48 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -71135.398438 Penalty: 2325.250000
	Iteration 5Q: 3 clusters Score -71135.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -71169.054688 Penalty: 2325.250000
	Iteration 6Q: 3 clusters Score -71169.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -71188.070312 Penalty: 2325.250000
	Iteration 7Q: 3 clusters Score -71188.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -71207.945312 Penalty: 2325.250000
	Iteration 8Q: 3 clusters Score -71207.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -71224.046875 Penalty: 2325.250000
	Iteration 9Q: 3 clusters Score -71224.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -71231.484375 Penalty: 2325.250000
	Iteration 10Q: 3 clusters Score -71231.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -71236.007812 Penalty: 2325.250000
	Iteration 11Q: 3 clusters Score -71236.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -71241.046875 Penalty: 2325.250000
	Iteration 12Q: 3 clusters Score -71241.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -71243.187500 Penalty: 2325.250000
	Iteration 13Q: 3 clusters Score -71243.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -71244.492188 Penalty: 2325.250000
	Iteration 14Q: 3 clusters Score -71244.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -71245.273438 Penalty: 2325.250000
	Iteration 15Q: 3 clusters Score -71245.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -71248.171875 Penalty: 2325.250000
	Iteration 16Q: 3 clusters Score -71248.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -71250.015625 Penalty: 2325.250000
	Iteration 17Q: 3 clusters Score -71250.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -71250.148438 Penalty: 2325.250000
	Iteration 18Q: 3 clusters Score -71250.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -71250.148438 Penalty: 2325.250000
	Iteration 19F: 3 clusters Score -71250.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (493495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493495 members 
Entering Unmasked Estep 
Score: -31249904.000000 Penalty: 2130.256104
	Iteration 0F: 2 clusters Score -3.12499e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246842 members 
Mstep: Class 2 contains 246653 members 
Entering Unmasked Estep 
Score: -30916626.000000 Penalty: 4260.512207
	Iteration 0F: 3 clusters Score -3.091663e+07 nChanged 241679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246957 members 
Mstep: Class 2 contains 246538 members 
Entering Unmasked Estep 
Score: -31062420.000000 Penalty: 4260.512207
	Iteration 1F: 3 clusters Score -3.106242e+07 nChanged 12183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246756 members 
Mstep: Class 2 contains 246739 members 
Entering Unmasked Estep 
Score: -31064330.000000 Penalty: 4260.512207
	Iteration 2Q: 3 clusters Score -3.106433e+07 nChanged 12931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246571 members 
Mstep: Class 2 contains 246924 members 
Entering Unmasked Estep 
Score: -31066808.000000 Penalty: 4260.512207
	Iteration 3Q: 3 clusters Score -3.106681e+07 nChanged 14749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246346 members 
Mstep: Class 2 contains 247149 members 
Entering Unmasked Estep 
Score: -31070490.000000 Penalty: 4260.512207
	Iteration 4Q: 3 clusters Score -3.107049e+07 nChanged 16888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246378 members 
Mstep: Class 2 contains 247117 members 
Entering Unmasked Estep 
Score: -31075454.000000 Penalty: 4260.512207
	Iteration 5Q: 3 clusters Score -3.107545e+07 nChanged 19602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246704 members 
Mstep: Class 2 contains 246791 members 
Entering Unmasked Estep 
Score: -31082284.000000 Penalty: 4260.512207
	Iteration 6Q: 3 clusters Score -3.108228e+07 nChanged 22902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247742 members 
Mstep: Class 2 contains 245753 members 
Entering Unmasked Estep 
Score: -31092800.000000 Penalty: 4260.512207
	Iteration 7Q: 3 clusters Score -3.10928e+07 nChanged 26677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249919 members 
Mstep: Class 2 contains 243576 members 
Entering Unmasked Estep 
Score: -31108756.000000 Penalty: 4260.512207
	Iteration 8F: 3 clusters Score -3.110876e+07 nChanged 30410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253555 members 
Mstep: Class 2 contains 239940 members 
Entering Unmasked Estep 
Score: -31130446.000000 Penalty: 4260.512207
	Iteration 9F: 3 clusters Score -3.113045e+07 nChanged 31980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258265 members 
Mstep: Class 2 contains 235230 members 
Entering Unmasked Estep 
Score: -31154204.000000 Penalty: 4260.512207
	Iteration 10F: 3 clusters Score -3.11542e+07 nChanged 29518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262495 members 
Mstep: Class 2 contains 231000 members 
Entering Unmasked Estep 
Score: -31172814.000000 Penalty: 4260.512207
	Iteration 11F: 3 clusters Score -3.117281e+07 nChanged 22406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265621 members 
Mstep: Class 2 contains 227874 members 
Entering Unmasked Estep 
Score: -31182644.000000 Penalty: 4260.512207
	Iteration 12Q: 3 clusters Score -3.118264e+07 nChanged 14344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267705 members 
Mstep: Class 2 contains 225790 members 
Entering Unmasked Estep 
Score: -31186622.000000 Penalty: 4260.512207
	Iteration 13Q: 3 clusters Score -3.118662e+07 nChanged 8943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269348 members 
Mstep: Class 2 contains 224147 members 
Entering Unmasked Estep 
Score: -31188514.000000 Penalty: 4260.512207
	Iteration 14Q: 3 clusters Score -3.118851e+07 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270850 members 
Mstep: Class 2 contains 222645 members 
Entering Unmasked Estep 
Score: -31189588.000000 Penalty: 4260.512207
	Iteration 15Q: 3 clusters Score -3.118959e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272340 members 
Mstep: Class 2 contains 221155 members 
Entering Unmasked Estep 
Score: -31190340.000000 Penalty: 4260.512207
	Iteration 16Q: 3 clusters Score -3.119034e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273949 members 
Mstep: Class 2 contains 219546 members 
Entering Unmasked Estep 
Score: -31191256.000000 Penalty: 4260.512207
	Iteration 17Q: 3 clusters Score -3.119126e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275880 members 
Mstep: Class 2 contains 217615 members 
Entering Unmasked Estep 
Score: -31192012.000000 Penalty: 4260.512207
	Iteration 18Q: 3 clusters Score -3.119201e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278068 members 
Mstep: Class 2 contains 215427 members 
Entering Unmasked Estep 
Score: -31192820.000000 Penalty: 4260.512207
	Iteration 19Q: 3 clusters Score -3.119282e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280611 members 
Mstep: Class 2 contains 212884 members 
Entering Unmasked Estep 
Score: -31193756.000000 Penalty: 4260.512207
	Iteration 20F: 3 clusters Score -3.119376e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283539 members 
Mstep: Class 2 contains 209956 members 
Entering Unmasked Estep 
Score: -31194476.000000 Penalty: 4260.512207
	Iteration 21Q: 3 clusters Score -3.119448e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286825 members 
Mstep: Class 2 contains 206670 members 
Entering Unmasked Estep 
Score: -31195496.000000 Penalty: 4260.512207
	Iteration 22Q: 3 clusters Score -3.11955e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290556 members 
Mstep: Class 2 contains 202939 members 
Entering Unmasked Estep 
Score: -31196784.000000 Penalty: 4260.512207
	Iteration 23Q: 3 clusters Score -3.119678e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294654 members 
Mstep: Class 2 contains 198841 members 
Entering Unmasked Estep 
Score: -31197978.000000 Penalty: 4260.512207
	Iteration 24Q: 3 clusters Score -3.119798e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299133 members 
Mstep: Class 2 contains 194362 members 
Entering Unmasked Estep 
Score: -31199328.000000 Penalty: 4260.512207
	Iteration 25Q: 3 clusters Score -3.119933e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303772 members 
Mstep: Class 2 contains 189723 members 
Entering Unmasked Estep 
Score: -31200424.000000 Penalty: 4260.512207
	Iteration 26Q: 3 clusters Score -3.120042e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308757 members 
Mstep: Class 2 contains 184738 members 
Entering Unmasked Estep 
Score: -31202190.000000 Penalty: 4260.512207
	Iteration 27Q: 3 clusters Score -3.120219e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314166 members 
Mstep: Class 2 contains 179329 members 
Entering Unmasked Estep 
Score: -31204270.000000 Penalty: 4260.512207
	Iteration 28Q: 3 clusters Score -3.120427e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319755 members 
Mstep: Class 2 contains 173740 members 
Entering Unmasked Estep 
Score: -31206254.000000 Penalty: 4260.512207
	Iteration 29Q: 3 clusters Score -3.120625e+07 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325749 members 
Mstep: Class 2 contains 167746 members 
Entering Unmasked Estep 
Score: -31208872.000000 Penalty: 4260.512207
	Iteration 30Q: 3 clusters Score -3.120887e+07 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331850 members 
Mstep: Class 2 contains 161645 members 
Entering Unmasked Estep 
Score: -31211584.000000 Penalty: 4260.512207
	Iteration 31Q: 3 clusters Score -3.121158e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338127 members 
Mstep: Class 2 contains 155368 members 
Entering Unmasked Estep 
Score: -31214830.000000 Penalty: 4260.512207
	Iteration 32Q: 3 clusters Score -3.121483e+07 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344316 members 
Mstep: Class 2 contains 149179 members 
Entering Unmasked Estep 
Score: -31218026.000000 Penalty: 4260.512207
	Iteration 33Q: 3 clusters Score -3.121803e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350070 members 
Mstep: Class 2 contains 143425 members 
Entering Unmasked Estep 
Score: -31221300.000000 Penalty: 4260.512207
	Iteration 34Q: 3 clusters Score -3.12213e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355300 members 
Mstep: Class 2 contains 138195 members 
Entering Unmasked Estep 
Score: -31223790.000000 Penalty: 4260.512207
	Iteration 35Q: 3 clusters Score -3.122379e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359758 members 
Mstep: Class 2 contains 133737 members 
Entering Unmasked Estep 
Score: -31225326.000000 Penalty: 4260.512207
	Iteration 36Q: 3 clusters Score -3.122533e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363643 members 
Mstep: Class 2 contains 129852 members 
Entering Unmasked Estep 
Score: -31226438.000000 Penalty: 4260.512207
	Iteration 37Q: 3 clusters Score -3.122644e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367158 members 
Mstep: Class 2 contains 126337 members 
Entering Unmasked Estep 
Score: -31227218.000000 Penalty: 4260.512207
	Iteration 38Q: 3 clusters Score -3.122722e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370363 members 
Mstep: Class 2 contains 123132 members 
Entering Unmasked Estep 
Score: -31227922.000000 Penalty: 4260.512207
	Iteration 39Q: 3 clusters Score -3.122792e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373376 members 
Mstep: Class 2 contains 120119 members 
Entering Unmasked Estep 
Score: -31228552.000000 Penalty: 4260.512207
	Iteration 40F: 3 clusters Score -3.122855e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376267 members 
Mstep: Class 2 contains 117228 members 
Entering Unmasked Estep 
Score: -31228864.000000 Penalty: 4260.512207
	Iteration 41Q: 3 clusters Score -3.122886e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378968 members 
Mstep: Class 2 contains 114527 members 
Entering Unmasked Estep 
Score: -31229138.000000 Penalty: 4260.512207
	Iteration 42Q: 3 clusters Score -3.122914e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381546 members 
Mstep: Class 2 contains 111949 members 
Entering Unmasked Estep 
Score: -31229378.000000 Penalty: 4260.512207
	Iteration 43Q: 3 clusters Score -3.122938e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384015 members 
Mstep: Class 2 contains 109480 members 
Entering Unmasked Estep 
Score: -31229608.000000 Penalty: 4260.512207
	Iteration 44Q: 3 clusters Score -3.122961e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386428 members 
Mstep: Class 2 contains 107067 members 
Entering Unmasked Estep 
Score: -31229828.000000 Penalty: 4260.512207
	Iteration 45Q: 3 clusters Score -3.122983e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388723 members 
Mstep: Class 2 contains 104772 members 
Entering Unmasked Estep 
Score: -31230052.000000 Penalty: 4260.512207
	Iteration 46Q: 3 clusters Score -3.123005e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390925 members 
Mstep: Class 2 contains 102570 members 
Entering Unmasked Estep 
Score: -31230224.000000 Penalty: 4260.512207
	Iteration 47Q: 3 clusters Score -3.123022e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392989 members 
Mstep: Class 2 contains 100506 members 
Entering Unmasked Estep 
Score: -31230582.000000 Penalty: 4260.512207
	Iteration 48Q: 3 clusters Score -3.123058e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394975 members 
Mstep: Class 2 contains 98520 members 
Entering Unmasked Estep 
Score: -31230834.000000 Penalty: 4260.512207
	Iteration 49Q: 3 clusters Score -3.123083e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396929 members 
Mstep: Class 2 contains 96566 members 
Entering Unmasked Estep 
Score: -31231090.000000 Penalty: 4260.512207
	Iteration 50Q: 3 clusters Score -3.123109e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398813 members 
Mstep: Class 2 contains 94682 members 
Entering Unmasked Estep 
Score: -31231124.000000 Penalty: 4260.512207
	Iteration 51Q: 3 clusters Score -3.123112e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400569 members 
Mstep: Class 2 contains 92926 members 
Entering Unmasked Estep 
Score: -31231230.000000 Penalty: 4260.512207
	Iteration 52Q: 3 clusters Score -3.123123e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402271 members 
Mstep: Class 2 contains 91224 members 
Entering Unmasked Estep 
Score: -31231400.000000 Penalty: 4260.512207
	Iteration 53Q: 3 clusters Score -3.12314e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403914 members 
Mstep: Class 2 contains 89581 members 
Entering Unmasked Estep 
Score: -31231562.000000 Penalty: 4260.512207
	Iteration 54Q: 3 clusters Score -3.123156e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405533 members 
Mstep: Class 2 contains 87962 members 
Entering Unmasked Estep 
Score: -31231656.000000 Penalty: 4260.512207
	Iteration 55Q: 3 clusters Score -3.123166e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407111 members 
Mstep: Class 2 contains 86384 members 
Entering Unmasked Estep 
Score: -31231768.000000 Penalty: 4260.512207
	Iteration 56Q: 3 clusters Score -3.123177e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408722 members 
Mstep: Class 2 contains 84773 members 
Entering Unmasked Estep 
Score: -31232080.000000 Penalty: 4260.512207
	Iteration 57Q: 3 clusters Score -3.123208e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410391 members 
Mstep: Class 2 contains 83104 members 
Entering Unmasked Estep 
Score: -31232094.000000 Penalty: 4260.512207
	Iteration 58Q: 3 clusters Score -3.123209e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412139 members 
Mstep: Class 2 contains 81356 members 
Entering Unmasked Estep 
Score: -31232308.000000 Penalty: 4260.512207
	Iteration 59Q: 3 clusters Score -3.123231e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413856 members 
Mstep: Class 2 contains 79639 members 
Entering Unmasked Estep 
Score: -31232480.000000 Penalty: 4260.512207
	Iteration 60F: 3 clusters Score -3.123248e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415556 members 
Mstep: Class 2 contains 77939 members 
Entering Unmasked Estep 
Score: -31232776.000000 Penalty: 4260.512207
	Iteration 61Q: 3 clusters Score -3.123278e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417215 members 
Mstep: Class 2 contains 76280 members 
Entering Unmasked Estep 
Score: -31232882.000000 Penalty: 4260.512207
	Iteration 62Q: 3 clusters Score -3.123288e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418778 members 
Mstep: Class 2 contains 74717 members 
Entering Unmasked Estep 
Score: -31233034.000000 Penalty: 4260.512207
	Iteration 63Q: 3 clusters Score -3.123303e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420337 members 
Mstep: Class 2 contains 73158 members 
Entering Unmasked Estep 
Score: -31233176.000000 Penalty: 4260.512207
	Iteration 64Q: 3 clusters Score -3.123318e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421896 members 
Mstep: Class 2 contains 71599 members 
Entering Unmasked Estep 
Score: -31233450.000000 Penalty: 4260.512207
	Iteration 65Q: 3 clusters Score -3.123345e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423509 members 
Mstep: Class 2 contains 69986 members 
Entering Unmasked Estep 
Score: -31233674.000000 Penalty: 4260.512207
	Iteration 66Q: 3 clusters Score -3.123367e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425162 members 
Mstep: Class 2 contains 68333 members 
Entering Unmasked Estep 
Score: -31233824.000000 Penalty: 4260.512207
	Iteration 67Q: 3 clusters Score -3.123382e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426847 members 
Mstep: Class 2 contains 66648 members 
Entering Unmasked Estep 
Score: -31234068.000000 Penalty: 4260.512207
	Iteration 68Q: 3 clusters Score -3.123407e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428528 members 
Mstep: Class 2 contains 64967 members 
Entering Unmasked Estep 
Score: -31234302.000000 Penalty: 4260.512207
	Iteration 69Q: 3 clusters Score -3.12343e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430274 members 
Mstep: Class 2 contains 63221 members 
Entering Unmasked Estep 
Score: -31234526.000000 Penalty: 4260.512207
	Iteration 70Q: 3 clusters Score -3.123453e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432012 members 
Mstep: Class 2 contains 61483 members 
Entering Unmasked Estep 
Score: -31234848.000000 Penalty: 4260.512207
	Iteration 71Q: 3 clusters Score -3.123485e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433702 members 
Mstep: Class 2 contains 59793 members 
Entering Unmasked Estep 
Score: -31235072.000000 Penalty: 4260.512207
	Iteration 72Q: 3 clusters Score -3.123507e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435372 members 
Mstep: Class 2 contains 58123 members 
Entering Unmasked Estep 
Score: -31235126.000000 Penalty: 4260.512207
	Iteration 73Q: 3 clusters Score -3.123513e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437164 members 
Mstep: Class 2 contains 56331 members 
Entering Unmasked Estep 
Score: -31235424.000000 Penalty: 4260.512207
	Iteration 74Q: 3 clusters Score -3.123542e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438968 members 
Mstep: Class 2 contains 54527 members 
Entering Unmasked Estep 
Score: -31235696.000000 Penalty: 4260.512207
	Iteration 75Q: 3 clusters Score -3.12357e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440843 members 
Mstep: Class 2 contains 52652 members 
Entering Unmasked Estep 
Score: -31235972.000000 Penalty: 4260.512207
	Iteration 76Q: 3 clusters Score -3.123597e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442691 members 
Mstep: Class 2 contains 50804 members 
Entering Unmasked Estep 
Score: -31236136.000000 Penalty: 4260.512207
	Iteration 77Q: 3 clusters Score -3.123614e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444580 members 
Mstep: Class 2 contains 48915 members 
Entering Unmasked Estep 
Score: -31236462.000000 Penalty: 4260.512207
	Iteration 78Q: 3 clusters Score -3.123646e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446579 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
Score: -31236886.000000 Penalty: 4260.512207
	Iteration 79Q: 3 clusters Score -3.123689e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448652 members 
Mstep: Class 2 contains 44843 members 
Entering Unmasked Estep 
Score: -31237222.000000 Penalty: 4260.512207
	Iteration 80F: 3 clusters Score -3.123722e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450808 members 
Mstep: Class 2 contains 42687 members 
Entering Unmasked Estep 
Score: -31237664.000000 Penalty: 4260.512207
	Iteration 81Q: 3 clusters Score -3.123766e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453049 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
Score: -31238080.000000 Penalty: 4260.512207
	Iteration 82Q: 3 clusters Score -3.123808e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455279 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -31238434.000000 Penalty: 4260.512207
	Iteration 83Q: 3 clusters Score -3.123843e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457532 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -31238926.000000 Penalty: 4260.512207
	Iteration 84Q: 3 clusters Score -3.123893e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459773 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -31239488.000000 Penalty: 4260.512207
	Iteration 85Q: 3 clusters Score -3.123949e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462034 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -31240202.000000 Penalty: 4260.512207
	Iteration 86Q: 3 clusters Score -3.12402e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464318 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -31240990.000000 Penalty: 4260.512207
	Iteration 87Q: 3 clusters Score -3.124099e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466559 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -31241722.000000 Penalty: 4260.512207
	Iteration 88Q: 3 clusters Score -3.124172e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468786 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -31242376.000000 Penalty: 4260.512207
	Iteration 89Q: 3 clusters Score -3.124238e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470939 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -31243060.000000 Penalty: 4260.512207
	Iteration 90Q: 3 clusters Score -3.124306e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472985 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -31243664.000000 Penalty: 4260.512207
	Iteration 91Q: 3 clusters Score -3.124366e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474960 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -31244298.000000 Penalty: 4260.512207
	Iteration 92Q: 3 clusters Score -3.12443e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476828 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -31245002.000000 Penalty: 4260.512207
	Iteration 93Q: 3 clusters Score -3.1245e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478516 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -31245422.000000 Penalty: 4260.512207
	Iteration 94Q: 3 clusters Score -3.124542e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480001 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -31245820.000000 Penalty: 4260.512207
	Iteration 95Q: 3 clusters Score -3.124582e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481319 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -31246212.000000 Penalty: 4260.512207
	Iteration 96Q: 3 clusters Score -3.124621e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482526 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -31246514.000000 Penalty: 4260.512207
	Iteration 97Q: 3 clusters Score -3.124651e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483560 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -31246992.000000 Penalty: 4260.512207
	Iteration 98Q: 3 clusters Score -3.124699e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484393 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -31247234.000000 Penalty: 4260.512207
	Iteration 99Q: 3 clusters Score -3.124723e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485159 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -31247418.000000 Penalty: 4260.512207
	Iteration 100F: 3 clusters Score -3.124742e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485852 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -31247622.000000 Penalty: 4260.512207
	Iteration 101Q: 3 clusters Score -3.124762e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486449 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -31247826.000000 Penalty: 4260.512207
	Iteration 102Q: 3 clusters Score -3.124783e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486963 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -31247962.000000 Penalty: 4260.512207
	Iteration 103Q: 3 clusters Score -3.124796e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487374 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -31248022.000000 Penalty: 4260.512207
	Iteration 104Q: 3 clusters Score -3.124802e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487713 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -31248030.000000 Penalty: 4260.512207
	Iteration 105Q: 3 clusters Score -3.124803e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488024 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -31248102.000000 Penalty: 4260.512207
	Iteration 106Q: 3 clusters Score -3.12481e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488292 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -31248148.000000 Penalty: 4260.512207
	Iteration 107Q: 3 clusters Score -3.124815e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488520 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -31248178.000000 Penalty: 4260.512207
	Iteration 108Q: 3 clusters Score -3.124818e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488711 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -31248182.000000 Penalty: 4260.512207
	Iteration 109Q: 3 clusters Score -3.124818e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488873 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -31248220.000000 Penalty: 4260.512207
	Iteration 110Q: 3 clusters Score -3.124822e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489008 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -31248286.000000 Penalty: 4260.512207
	Iteration 111Q: 3 clusters Score -3.124829e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489153 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -31248314.000000 Penalty: 4260.512207
	Iteration 112Q: 3 clusters Score -3.124831e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489298 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -31248292.000000 Penalty: 4260.512207
	Iteration 113Q: 3 clusters Score -3.124829e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489406 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -31248288.000000 Penalty: 4260.512207
	Iteration 114Q: 3 clusters Score -3.124829e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489500 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -31248276.000000 Penalty: 4260.512207
	Iteration 115Q: 3 clusters Score -3.124828e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489579 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -31248338.000000 Penalty: 4260.512207
	Iteration 116Q: 3 clusters Score -3.124834e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489652 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -31248302.000000 Penalty: 4260.512207
	Iteration 117Q: 3 clusters Score -3.12483e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489723 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -31248264.000000 Penalty: 4260.512207
	Iteration 118Q: 3 clusters Score -3.124826e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489785 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -31248276.000000 Penalty: 4260.512207
	Iteration 119Q: 3 clusters Score -3.124828e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489846 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -31248288.000000 Penalty: 4260.512207
	Iteration 120F: 3 clusters Score -3.124829e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489903 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -31248296.000000 Penalty: 4260.512207
	Iteration 121Q: 3 clusters Score -3.12483e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489955 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -31248340.000000 Penalty: 4260.512207
	Iteration 122Q: 3 clusters Score -3.124834e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489994 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -31248342.000000 Penalty: 4260.512207
	Iteration 123Q: 3 clusters Score -3.124834e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490027 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -31248346.000000 Penalty: 4260.512207
	Iteration 124Q: 3 clusters Score -3.124835e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490065 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -31248382.000000 Penalty: 4260.512207
	Iteration 125Q: 3 clusters Score -3.124838e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490100 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -31248416.000000 Penalty: 4260.512207
	Iteration 126Q: 3 clusters Score -3.124842e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490132 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -31248442.000000 Penalty: 4260.512207
	Iteration 127Q: 3 clusters Score -3.124844e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490159 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -31248494.000000 Penalty: 4260.512207
	Iteration 128Q: 3 clusters Score -3.124849e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490186 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -31248492.000000 Penalty: 4260.512207
	Iteration 129Q: 3 clusters Score -3.124849e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490213 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -31248504.000000 Penalty: 4260.512207
	Iteration 130Q: 3 clusters Score -3.12485e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490244 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -31248508.000000 Penalty: 4260.512207
	Iteration 131Q: 3 clusters Score -3.124851e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490267 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -31248512.000000 Penalty: 4260.512207
	Iteration 132Q: 3 clusters Score -3.124851e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490281 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -31248514.000000 Penalty: 4260.512207
	Iteration 133Q: 3 clusters Score -3.124851e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490294 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -31248500.000000 Penalty: 4260.512207
	Iteration 134Q: 3 clusters Score -3.12485e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490303 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -31248498.000000 Penalty: 4260.512207
	Iteration 135Q: 3 clusters Score -3.12485e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490313 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -31248506.000000 Penalty: 4260.512207
	Iteration 136Q: 3 clusters Score -3.124851e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490321 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -31248516.000000 Penalty: 4260.512207
	Iteration 137Q: 3 clusters Score -3.124852e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490336 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -31248506.000000 Penalty: 4260.512207
	Iteration 138Q: 3 clusters Score -3.124851e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490344 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -31248492.000000 Penalty: 4260.512207
	Iteration 139Q: 3 clusters Score -3.124849e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490353 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -31248502.000000 Penalty: 4260.512207
	Iteration 140F: 3 clusters Score -3.12485e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490362 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -31248504.000000 Penalty: 4260.512207
	Iteration 141Q: 3 clusters Score -3.12485e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490377 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -31248506.000000 Penalty: 4260.512207
	Iteration 142Q: 3 clusters Score -3.124851e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490390 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -31248510.000000 Penalty: 4260.512207
	Iteration 143Q: 3 clusters Score -3.124851e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490399 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -31248512.000000 Penalty: 4260.512207
	Iteration 144Q: 3 clusters Score -3.124851e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490409 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -31248530.000000 Penalty: 4260.512207
	Iteration 145Q: 3 clusters Score -3.124853e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490419 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -31248542.000000 Penalty: 4260.512207
	Iteration 146Q: 3 clusters Score -3.124854e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490428 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -31248524.000000 Penalty: 4260.512207
	Iteration 147Q: 3 clusters Score -3.124852e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490430 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -31248528.000000 Penalty: 4260.512207
	Iteration 148Q: 3 clusters Score -3.124853e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490438 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -31248520.000000 Penalty: 4260.512207
	Iteration 149Q: 3 clusters Score -3.124852e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490448 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -31248534.000000 Penalty: 4260.512207
	Iteration 150Q: 3 clusters Score -3.124853e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490459 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -31248550.000000 Penalty: 4260.512207
	Iteration 151Q: 3 clusters Score -3.124855e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490468 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -31248536.000000 Penalty: 4260.512207
	Iteration 152Q: 3 clusters Score -3.124854e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490474 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -31248524.000000 Penalty: 4260.512207
	Iteration 153Q: 3 clusters Score -3.124852e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490484 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -31248540.000000 Penalty: 4260.512207
	Iteration 154Q: 3 clusters Score -3.124854e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490496 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -31248528.000000 Penalty: 4260.512207
	Iteration 155Q: 3 clusters Score -3.124853e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490507 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -31248508.000000 Penalty: 4260.512207
	Iteration 156Q: 3 clusters Score -3.124851e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490514 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -31248538.000000 Penalty: 4260.512207
	Iteration 157Q: 3 clusters Score -3.124854e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490525 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -31248524.000000 Penalty: 4260.512207
	Iteration 158Q: 3 clusters Score -3.124852e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490532 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -31248522.000000 Penalty: 4260.512207
	Iteration 159Q: 3 clusters Score -3.124852e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490536 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -31248514.000000 Penalty: 4260.512207
	Iteration 160F: 3 clusters Score -3.124851e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490546 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -31248518.000000 Penalty: 4260.512207
	Iteration 161Q: 3 clusters Score -3.124852e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490556 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -31248516.000000 Penalty: 4260.512207
	Iteration 162Q: 3 clusters Score -3.124852e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490565 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -31248498.000000 Penalty: 4260.512207
	Iteration 163Q: 3 clusters Score -3.12485e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490566 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -31248502.000000 Penalty: 4260.512207
	Iteration 164Q: 3 clusters Score -3.12485e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490571 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -31248516.000000 Penalty: 4260.512207
	Iteration 165Q: 3 clusters Score -3.124852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490576 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -31248498.000000 Penalty: 4260.512207
	Iteration 166Q: 3 clusters Score -3.12485e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490585 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -31248500.000000 Penalty: 4260.512207
	Iteration 167Q: 3 clusters Score -3.12485e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490596 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -31248496.000000 Penalty: 4260.512207
	Iteration 168Q: 3 clusters Score -3.12485e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490604 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -31248488.000000 Penalty: 4260.512207
	Iteration 169Q: 3 clusters Score -3.124849e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490611 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -31248512.000000 Penalty: 4260.512207
	Iteration 170Q: 3 clusters Score -3.124851e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490613 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -31248484.000000 Penalty: 4260.512207
	Iteration 171Q: 3 clusters Score -3.124848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490614 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -31248486.000000 Penalty: 4260.512207
	Iteration 172Q: 3 clusters Score -3.124849e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490614 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -31248492.000000 Penalty: 4260.512207
	Iteration 173Q: 3 clusters Score -3.124849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490615 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -31248486.000000 Penalty: 4260.512207
	Iteration 174Q: 3 clusters Score -3.124849e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490615 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -31248486.000000 Penalty: 4260.512207
	Iteration 175F: 3 clusters Score -3.124849e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Entering Unmasked Estep 
Score: -618479.750000 Penalty: 1494.866577
	Iteration 0F: 2 clusters Score -618479.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -611347.312500 Penalty: 2989.733154
	Iteration 0F: 3 clusters Score -611347.3 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -613658.000000 Penalty: 2989.733154
	Iteration 1F: 3 clusters Score -613658 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -613973.250000 Penalty: 2989.733154
	Iteration 2F: 3 clusters Score -613973.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -614243.437500 Penalty: 2989.733154
	Iteration 3F: 3 clusters Score -614243.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -614469.875000 Penalty: 2989.733154
	Iteration 4Q: 3 clusters Score -614469.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -614680.125000 Penalty: 2989.733154
	Iteration 5Q: 3 clusters Score -614680.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -614916.000000 Penalty: 2989.733154
	Iteration 6Q: 3 clusters Score -614916 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -615173.625000 Penalty: 2989.733154
	Iteration 7Q: 3 clusters Score -615173.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -615445.750000 Penalty: 2989.733154
	Iteration 8Q: 3 clusters Score -615445.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -615733.187500 Penalty: 2989.733154
	Iteration 9Q: 3 clusters Score -615733.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -616049.375000 Penalty: 2989.733154
	Iteration 10Q: 3 clusters Score -616049.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -616327.500000 Penalty: 2989.733154
	Iteration 11Q: 3 clusters Score -616327.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -616508.187500 Penalty: 2989.733154
	Iteration 12Q: 3 clusters Score -616508.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -616600.375000 Penalty: 2989.733154
	Iteration 13Q: 3 clusters Score -616600.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -616649.187500 Penalty: 2989.733154
	Iteration 14Q: 3 clusters Score -616649.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -616676.562500 Penalty: 2989.733154
	Iteration 15Q: 3 clusters Score -616676.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -616691.750000 Penalty: 2989.733154
	Iteration 16Q: 3 clusters Score -616691.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -616701.250000 Penalty: 2989.733154
	Iteration 17Q: 3 clusters Score -616701.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -616713.375000 Penalty: 2989.733154
	Iteration 18Q: 3 clusters Score -616713.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -616720.375000 Penalty: 2989.733154
	Iteration 19Q: 3 clusters Score -616720.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -616725.750000 Penalty: 2989.733154
	Iteration 20F: 3 clusters Score -616725.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -616732.125000 Penalty: 2989.733154
	Iteration 21Q: 3 clusters Score -616732.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -616740.875000 Penalty: 2989.733154
	Iteration 22Q: 3 clusters Score -616740.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -616748.250000 Penalty: 2989.733154
	Iteration 23Q: 3 clusters Score -616748.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -616751.250000 Penalty: 2989.733154
	Iteration 24Q: 3 clusters Score -616751.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -616756.875000 Penalty: 2989.733154
	Iteration 25Q: 3 clusters Score -616756.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -616759.625000 Penalty: 2989.733154
	Iteration 26Q: 3 clusters Score -616759.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -616763.562500 Penalty: 2989.733154
	Iteration 27Q: 3 clusters Score -616763.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -616763.937500 Penalty: 2989.733154
	Iteration 28Q: 3 clusters Score -616763.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -616766.125000 Penalty: 2989.733154
	Iteration 29Q: 3 clusters Score -616766.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -616766.937500 Penalty: 2989.733154
	Iteration 30Q: 3 clusters Score -616766.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -616770.687500 Penalty: 2989.733154
	Iteration 31Q: 3 clusters Score -616770.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -616778.562500 Penalty: 2989.733154
	Iteration 32Q: 3 clusters Score -616778.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -616785.875000 Penalty: 2989.733154
	Iteration 33Q: 3 clusters Score -616785.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -616794.500000 Penalty: 2989.733154
	Iteration 34Q: 3 clusters Score -616794.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -616802.750000 Penalty: 2989.733154
	Iteration 35Q: 3 clusters Score -616802.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -616815.625000 Penalty: 2989.733154
	Iteration 36Q: 3 clusters Score -616815.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -616824.000000 Penalty: 2989.733154
	Iteration 37Q: 3 clusters Score -616824 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -616833.250000 Penalty: 2989.733154
	Iteration 38Q: 3 clusters Score -616833.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -616842.375000 Penalty: 2989.733154
	Iteration 39Q: 3 clusters Score -616842.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -616848.937500 Penalty: 2989.733154
	Iteration 40F: 3 clusters Score -616848.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -616856.250000 Penalty: 2989.733154
	Iteration 41Q: 3 clusters Score -616856.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -616860.187500 Penalty: 2989.733154
	Iteration 42Q: 3 clusters Score -616860.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -616866.500000 Penalty: 2989.733154
	Iteration 43Q: 3 clusters Score -616866.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -616869.875000 Penalty: 2989.733154
	Iteration 44Q: 3 clusters Score -616869.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -616873.562500 Penalty: 2989.733154
	Iteration 45Q: 3 clusters Score -616873.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -616878.375000 Penalty: 2989.733154
	Iteration 46Q: 3 clusters Score -616878.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -616885.750000 Penalty: 2989.733154
	Iteration 47Q: 3 clusters Score -616885.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -616891.875000 Penalty: 2989.733154
	Iteration 48Q: 3 clusters Score -616891.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -616900.250000 Penalty: 2989.733154
	Iteration 49Q: 3 clusters Score -616900.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -616908.875000 Penalty: 2989.733154
	Iteration 50Q: 3 clusters Score -616908.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -616919.687500 Penalty: 2989.733154
	Iteration 51Q: 3 clusters Score -616919.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -616932.187500 Penalty: 2989.733154
	Iteration 52Q: 3 clusters Score -616932.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -616937.937500 Penalty: 2989.733154
	Iteration 53Q: 3 clusters Score -616937.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -616943.250000 Penalty: 2989.733154
	Iteration 54Q: 3 clusters Score -616943.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -616948.437500 Penalty: 2989.733154
	Iteration 55Q: 3 clusters Score -616948.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -616951.562500 Penalty: 2989.733154
	Iteration 56Q: 3 clusters Score -616951.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -616953.875000 Penalty: 2989.733154
	Iteration 57Q: 3 clusters Score -616953.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -616958.000000 Penalty: 2989.733154
	Iteration 58Q: 3 clusters Score -616958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -616961.062500 Penalty: 2989.733154
	Iteration 59Q: 3 clusters Score -616961.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -616960.625000 Penalty: 2989.733154
	Iteration 60F: 3 clusters Score -616960.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -616962.562500 Penalty: 2989.733154
	Iteration 61Q: 3 clusters Score -616962.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -616965.312500 Penalty: 2989.733154
	Iteration 62Q: 3 clusters Score -616965.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -616966.312500 Penalty: 2989.733154
	Iteration 63Q: 3 clusters Score -616966.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -616969.562500 Penalty: 2989.733154
	Iteration 64Q: 3 clusters Score -616969.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -616969.187500 Penalty: 2989.733154
	Iteration 65Q: 3 clusters Score -616969.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -616968.937500 Penalty: 2989.733154
	Iteration 66Q: 3 clusters Score -616968.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -616968.937500 Penalty: 2989.733154
	Iteration 67F: 3 clusters Score -616968.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Entering Unmasked Estep 
Score: -675362.375000 Penalty: 1507.264282
	Iteration 0F: 2 clusters Score -675362.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -667757.875000 Penalty: 3014.528564
	Iteration 0F: 3 clusters Score -667757.9 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -670189.687500 Penalty: 3014.528564
	Iteration 1F: 3 clusters Score -670189.7 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -670443.375000 Penalty: 3014.528564
	Iteration 2F: 3 clusters Score -670443.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -670649.937500 Penalty: 3014.528564
	Iteration 3Q: 3 clusters Score -670649.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -670835.937500 Penalty: 3014.528564
	Iteration 4Q: 3 clusters Score -670835.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -671009.375000 Penalty: 3014.528564
	Iteration 5Q: 3 clusters Score -671009.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -671235.687500 Penalty: 3014.528564
	Iteration 6Q: 3 clusters Score -671235.7 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -671522.687500 Penalty: 3014.528564
	Iteration 7Q: 3 clusters Score -671522.7 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -671898.437500 Penalty: 3014.528564
	Iteration 8Q: 3 clusters Score -671898.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -672338.375000 Penalty: 3014.528564
	Iteration 9Q: 3 clusters Score -672338.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -672780.000000 Penalty: 3014.528564
	Iteration 10Q: 3 clusters Score -672780 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -673141.812500 Penalty: 3014.528564
	Iteration 11Q: 3 clusters Score -673141.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -673468.437500 Penalty: 3014.528564
	Iteration 12Q: 3 clusters Score -673468.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -673701.187500 Penalty: 3014.528564
	Iteration 13Q: 3 clusters Score -673701.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -673905.312500 Penalty: 3014.528564
	Iteration 14Q: 3 clusters Score -673905.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -674057.500000 Penalty: 3014.528564
	Iteration 15Q: 3 clusters Score -674057.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -674166.250000 Penalty: 3014.528564
	Iteration 16Q: 3 clusters Score -674166.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -674239.562500 Penalty: 3014.528564
	Iteration 17Q: 3 clusters Score -674239.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -674294.062500 Penalty: 3014.528564
	Iteration 18Q: 3 clusters Score -674294.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -674338.812500 Penalty: 3014.528564
	Iteration 19Q: 3 clusters Score -674338.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -674367.875000 Penalty: 3014.528564
	Iteration 20F: 3 clusters Score -674367.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -674383.750000 Penalty: 3014.528564
	Iteration 21Q: 3 clusters Score -674383.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -674398.125000 Penalty: 3014.528564
	Iteration 22Q: 3 clusters Score -674398.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -674407.625000 Penalty: 3014.528564
	Iteration 23Q: 3 clusters Score -674407.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -674413.312500 Penalty: 3014.528564
	Iteration 24Q: 3 clusters Score -674413.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -674418.375000 Penalty: 3014.528564
	Iteration 25Q: 3 clusters Score -674418.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -674426.500000 Penalty: 3014.528564
	Iteration 26Q: 3 clusters Score -674426.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -674430.375000 Penalty: 3014.528564
	Iteration 27Q: 3 clusters Score -674430.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -674435.687500 Penalty: 3014.528564
	Iteration 28Q: 3 clusters Score -674435.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -674439.687500 Penalty: 3014.528564
	Iteration 29Q: 3 clusters Score -674439.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -674444.437500 Penalty: 3014.528564
	Iteration 30Q: 3 clusters Score -674444.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -674448.437500 Penalty: 3014.528564
	Iteration 31Q: 3 clusters Score -674448.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -674455.062500 Penalty: 3014.528564
	Iteration 32Q: 3 clusters Score -674455.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -674457.625000 Penalty: 3014.528564
	Iteration 33Q: 3 clusters Score -674457.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -674459.687500 Penalty: 3014.528564
	Iteration 34Q: 3 clusters Score -674459.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -674460.687500 Penalty: 3014.528564
	Iteration 35Q: 3 clusters Score -674460.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -674463.187500 Penalty: 3014.528564
	Iteration 36Q: 3 clusters Score -674463.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -674465.687500 Penalty: 3014.528564
	Iteration 37Q: 3 clusters Score -674465.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -674467.375000 Penalty: 3014.528564
	Iteration 38Q: 3 clusters Score -674467.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -674468.250000 Penalty: 3014.528564
	Iteration 39Q: 3 clusters Score -674468.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -674468.687500 Penalty: 3014.528564
	Iteration 40F: 3 clusters Score -674468.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -674468.062500 Penalty: 3014.528564
	Iteration 41Q: 3 clusters Score -674468.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -674468.250000 Penalty: 3014.528564
	Iteration 42Q: 3 clusters Score -674468.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -674469.937500 Penalty: 3014.528564
	Iteration 43Q: 3 clusters Score -674469.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -674470.187500 Penalty: 3014.528564
	Iteration 44Q: 3 clusters Score -674470.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -674470.687500 Penalty: 3014.528564
	Iteration 45Q: 3 clusters Score -674470.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -674471.250000 Penalty: 3014.528564
	Iteration 46Q: 3 clusters Score -674471.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -674472.625000 Penalty: 3014.528564
	Iteration 47Q: 3 clusters Score -674472.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -674473.937500 Penalty: 3014.528564
	Iteration 48Q: 3 clusters Score -674473.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -674475.312500 Penalty: 3014.528564
	Iteration 49Q: 3 clusters Score -674475.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -674475.375000 Penalty: 3014.528564
	Iteration 50Q: 3 clusters Score -674475.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -674476.250000 Penalty: 3014.528564
	Iteration 51Q: 3 clusters Score -674476.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -674476.250000 Penalty: 3014.528564
	Iteration 52F: 3 clusters Score -674476.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -716937.000000 Penalty: 1514.951050
	Iteration 0F: 2 clusters Score -716937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -708977.250000 Penalty: 3029.902100
	Iteration 0F: 3 clusters Score -708977.2 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -711632.437500 Penalty: 3029.902100
	Iteration 1F: 3 clusters Score -711632.4 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -711943.375000 Penalty: 3029.902100
	Iteration 2F: 3 clusters Score -711943.4 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -712224.687500 Penalty: 3029.902100
	Iteration 3F: 3 clusters Score -712224.7 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -712521.000000 Penalty: 3029.902100
	Iteration 4F: 3 clusters Score -712521 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -712858.687500 Penalty: 3029.902100
	Iteration 5Q: 3 clusters Score -712858.7 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -713286.437500 Penalty: 3029.902100
	Iteration 6F: 3 clusters Score -713286.4 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -713768.187500 Penalty: 3029.902100
	Iteration 7F: 3 clusters Score -713768.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -714249.625000 Penalty: 3029.902100
	Iteration 8Q: 3 clusters Score -714249.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -714618.250000 Penalty: 3029.902100
	Iteration 9Q: 3 clusters Score -714618.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -714893.500000 Penalty: 3029.902100
	Iteration 10Q: 3 clusters Score -714893.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -715084.062500 Penalty: 3029.902100
	Iteration 11Q: 3 clusters Score -715084.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -715191.875000 Penalty: 3029.902100
	Iteration 12Q: 3 clusters Score -715191.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -715247.187500 Penalty: 3029.902100
	Iteration 13Q: 3 clusters Score -715247.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -715289.187500 Penalty: 3029.902100
	Iteration 14Q: 3 clusters Score -715289.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -715319.875000 Penalty: 3029.902100
	Iteration 15Q: 3 clusters Score -715319.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -715337.062500 Penalty: 3029.902100
	Iteration 16Q: 3 clusters Score -715337.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -715354.562500 Penalty: 3029.902100
	Iteration 17Q: 3 clusters Score -715354.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -715367.375000 Penalty: 3029.902100
	Iteration 18Q: 3 clusters Score -715367.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -715384.125000 Penalty: 3029.902100
	Iteration 19Q: 3 clusters Score -715384.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -715393.187500 Penalty: 3029.902100
	Iteration 20F: 3 clusters Score -715393.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -715405.812500 Penalty: 3029.902100
	Iteration 21Q: 3 clusters Score -715405.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -715420.250000 Penalty: 3029.902100
	Iteration 22Q: 3 clusters Score -715420.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -715425.937500 Penalty: 3029.902100
	Iteration 23Q: 3 clusters Score -715425.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -715433.125000 Penalty: 3029.902100
	Iteration 24Q: 3 clusters Score -715433.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -715435.937500 Penalty: 3029.902100
	Iteration 25Q: 3 clusters Score -715435.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -715437.312500 Penalty: 3029.902100
	Iteration 26Q: 3 clusters Score -715437.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -715440.687500 Penalty: 3029.902100
	Iteration 27Q: 3 clusters Score -715440.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -715440.687500 Penalty: 3029.902100
	Iteration 28Q: 3 clusters Score -715440.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -715441.625000 Penalty: 3029.902100
	Iteration 29Q: 3 clusters Score -715441.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -715442.562500 Penalty: 3029.902100
	Iteration 30Q: 3 clusters Score -715442.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -715445.062500 Penalty: 3029.902100
	Iteration 31Q: 3 clusters Score -715445.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -715444.875000 Penalty: 3029.902100
	Iteration 32Q: 3 clusters Score -715444.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -715445.750000 Penalty: 3029.902100
	Iteration 33Q: 3 clusters Score -715445.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -715446.812500 Penalty: 3029.902100
	Iteration 34Q: 3 clusters Score -715446.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -715445.375000 Penalty: 3029.902100
	Iteration 35Q: 3 clusters Score -715445.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -715444.500000 Penalty: 3029.902100
	Iteration 36Q: 3 clusters Score -715444.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -715444.500000 Penalty: 3029.902100
	Iteration 37Q: 3 clusters Score -715444.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -715445.187500 Penalty: 3029.902100
	Iteration 38Q: 3 clusters Score -715445.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -715446.562500 Penalty: 3029.902100
	Iteration 39Q: 3 clusters Score -715446.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -715446.562500 Penalty: 3029.902100
	Iteration 40F: 3 clusters Score -715446.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Entering Unmasked Estep 
Score: -442334.687500 Penalty: 1442.188721
	Iteration 0F: 2 clusters Score -442334.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -436952.187500 Penalty: 2884.377441
	Iteration 0F: 3 clusters Score -436952.2 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -438528.531250 Penalty: 2884.377441
	Iteration 1F: 3 clusters Score -438528.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -438765.531250 Penalty: 2884.377441
	Iteration 2F: 3 clusters Score -438765.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -438955.781250 Penalty: 2884.377441
	Iteration 3F: 3 clusters Score -438955.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -439135.343750 Penalty: 2884.377441
	Iteration 4Q: 3 clusters Score -439135.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -439330.937500 Penalty: 2884.377441
	Iteration 5Q: 3 clusters Score -439330.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -439575.343750 Penalty: 2884.377441
	Iteration 6Q: 3 clusters Score -439575.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -439796.531250 Penalty: 2884.377441
	Iteration 7Q: 3 clusters Score -439796.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -440058.968750 Penalty: 2884.377441
	Iteration 8Q: 3 clusters Score -440059 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -440312.156250 Penalty: 2884.377441
	Iteration 9Q: 3 clusters Score -440312.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -440525.937500 Penalty: 2884.377441
	Iteration 10Q: 3 clusters Score -440525.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -440651.562500 Penalty: 2884.377441
	Iteration 11Q: 3 clusters Score -440651.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -440734.281250 Penalty: 2884.377441
	Iteration 12Q: 3 clusters Score -440734.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -440811.125000 Penalty: 2884.377441
	Iteration 13Q: 3 clusters Score -440811.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -440871.937500 Penalty: 2884.377441
	Iteration 14Q: 3 clusters Score -440871.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -440909.312500 Penalty: 2884.377441
	Iteration 15Q: 3 clusters Score -440909.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -440939.468750 Penalty: 2884.377441
	Iteration 16Q: 3 clusters Score -440939.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -440961.281250 Penalty: 2884.377441
	Iteration 17Q: 3 clusters Score -440961.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -440970.156250 Penalty: 2884.377441
	Iteration 18Q: 3 clusters Score -440970.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -440975.593750 Penalty: 2884.377441
	Iteration 19Q: 3 clusters Score -440975.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -440980.656250 Penalty: 2884.377441
	Iteration 20F: 3 clusters Score -440980.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -440987.562500 Penalty: 2884.377441
	Iteration 21Q: 3 clusters Score -440987.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -440989.031250 Penalty: 2884.377441
	Iteration 22Q: 3 clusters Score -440989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -440994.343750 Penalty: 2884.377441
	Iteration 23Q: 3 clusters Score -440994.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -441000.718750 Penalty: 2884.377441
	Iteration 24Q: 3 clusters Score -441000.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -441008.187500 Penalty: 2884.377441
	Iteration 25Q: 3 clusters Score -441008.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -441012.218750 Penalty: 2884.377441
	Iteration 26Q: 3 clusters Score -441012.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -441015.500000 Penalty: 2884.377441
	Iteration 27Q: 3 clusters Score -441015.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -441017.218750 Penalty: 2884.377441
	Iteration 28Q: 3 clusters Score -441017.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -441017.812500 Penalty: 2884.377441
	Iteration 29Q: 3 clusters Score -441017.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -441019.656250 Penalty: 2884.377441
	Iteration 30Q: 3 clusters Score -441019.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -441021.750000 Penalty: 2884.377441
	Iteration 31Q: 3 clusters Score -441021.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -441023.500000 Penalty: 2884.377441
	Iteration 32Q: 3 clusters Score -441023.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -441024.812500 Penalty: 2884.377441
	Iteration 33Q: 3 clusters Score -441024.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -441025.718750 Penalty: 2884.377441
	Iteration 34Q: 3 clusters Score -441025.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -441026.468750 Penalty: 2884.377441
	Iteration 35Q: 3 clusters Score -441026.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -441026.093750 Penalty: 2884.377441
	Iteration 36Q: 3 clusters Score -441026.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -441027.343750 Penalty: 2884.377441
	Iteration 37Q: 3 clusters Score -441027.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -441027.218750 Penalty: 2884.377441
	Iteration 38Q: 3 clusters Score -441027.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -441027.218750 Penalty: 2884.377441
	Iteration 39F: 3 clusters Score -441027.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Entering Unmasked Estep 
Score: -133556.312500 Penalty: 1246.368774
	Iteration 0F: 2 clusters Score -133556.3 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 1057 members 
Entering Unmasked Estep 
Score: -131384.515625 Penalty: 2492.737549
	Iteration 0F: 3 clusters Score -131384.5 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -131841.562500 Penalty: 2492.737549
	Iteration 1F: 3 clusters Score -131841.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -131958.156250 Penalty: 2492.737549
	Iteration 2F: 3 clusters Score -131958.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -132023.343750 Penalty: 2492.737549
	Iteration 3Q: 3 clusters Score -132023.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -132071.953125 Penalty: 2492.737549
	Iteration 4Q: 3 clusters Score -132072 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -132106.968750 Penalty: 2492.737549
	Iteration 5Q: 3 clusters Score -132107 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -132139.843750 Penalty: 2492.737549
	Iteration 6Q: 3 clusters Score -132139.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -132166.703125 Penalty: 2492.737549
	Iteration 7Q: 3 clusters Score -132166.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -132201.843750 Penalty: 2492.737549
	Iteration 8Q: 3 clusters Score -132201.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -132238.609375 Penalty: 2492.737549
	Iteration 9Q: 3 clusters Score -132238.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -132271.453125 Penalty: 2492.737549
	Iteration 10Q: 3 clusters Score -132271.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -132308.796875 Penalty: 2492.737549
	Iteration 11Q: 3 clusters Score -132308.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -132339.656250 Penalty: 2492.737549
	Iteration 12Q: 3 clusters Score -132339.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -132365.781250 Penalty: 2492.737549
	Iteration 13Q: 3 clusters Score -132365.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -132392.500000 Penalty: 2492.737549
	Iteration 14Q: 3 clusters Score -132392.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -132408.953125 Penalty: 2492.737549
	Iteration 15Q: 3 clusters Score -132409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -132422.828125 Penalty: 2492.737549
	Iteration 16Q: 3 clusters Score -132422.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -132439.359375 Penalty: 2492.737549
	Iteration 17Q: 3 clusters Score -132439.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -132447.796875 Penalty: 2492.737549
	Iteration 18Q: 3 clusters Score -132447.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -132457.453125 Penalty: 2492.737549
	Iteration 19Q: 3 clusters Score -132457.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -132464.187500 Penalty: 2492.737549
	Iteration 20F: 3 clusters Score -132464.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -132469.390625 Penalty: 2492.737549
	Iteration 21Q: 3 clusters Score -132469.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -132473.437500 Penalty: 2492.737549
	Iteration 22Q: 3 clusters Score -132473.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -132478.625000 Penalty: 2492.737549
	Iteration 23Q: 3 clusters Score -132478.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -132481.828125 Penalty: 2492.737549
	Iteration 24Q: 3 clusters Score -132481.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -132482.093750 Penalty: 2492.737549
	Iteration 25Q: 3 clusters Score -132482.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -132485.500000 Penalty: 2492.737549
	Iteration 26Q: 3 clusters Score -132485.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -132490.312500 Penalty: 2492.737549
	Iteration 27Q: 3 clusters Score -132490.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -132493.734375 Penalty: 2492.737549
	Iteration 28Q: 3 clusters Score -132493.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -132497.109375 Penalty: 2492.737549
	Iteration 29Q: 3 clusters Score -132497.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -132502.656250 Penalty: 2492.737549
	Iteration 30Q: 3 clusters Score -132502.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -132513.187500 Penalty: 2492.737549
	Iteration 31Q: 3 clusters Score -132513.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -132520.671875 Penalty: 2492.737549
	Iteration 32Q: 3 clusters Score -132520.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -132525.109375 Penalty: 2492.737549
	Iteration 33Q: 3 clusters Score -132525.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -132528.250000 Penalty: 2492.737549
	Iteration 34Q: 3 clusters Score -132528.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -132530.203125 Penalty: 2492.737549
	Iteration 35Q: 3 clusters Score -132530.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -132530.906250 Penalty: 2492.737549
	Iteration 36Q: 3 clusters Score -132530.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -132531.421875 Penalty: 2492.737549
	Iteration 37Q: 3 clusters Score -132531.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -132532.078125 Penalty: 2492.737549
	Iteration 38Q: 3 clusters Score -132532.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -132532.468750 Penalty: 2492.737549
	Iteration 39Q: 3 clusters Score -132532.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -132532.468750 Penalty: 2492.737549
	Iteration 40F: 3 clusters Score -132532.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Entering Unmasked Estep 
Score: -210990.703125 Penalty: 1305.364014
	Iteration 0F: 2 clusters Score -210990.7 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 1526 members 
Entering Unmasked Estep 
Score: -208212.578125 Penalty: 2610.728027
	Iteration 0F: 3 clusters Score -208212.6 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -208839.140625 Penalty: 2610.728027
	Iteration 1F: 3 clusters Score -208839.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -208967.703125 Penalty: 2610.728027
	Iteration 2F: 3 clusters Score -208967.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -209046.343750 Penalty: 2610.728027
	Iteration 3Q: 3 clusters Score -209046.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -209097.718750 Penalty: 2610.728027
	Iteration 4Q: 3 clusters Score -209097.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -209138.578125 Penalty: 2610.728027
	Iteration 5Q: 3 clusters Score -209138.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -209165.890625 Penalty: 2610.728027
	Iteration 6Q: 3 clusters Score -209165.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -209187.203125 Penalty: 2610.728027
	Iteration 7Q: 3 clusters Score -209187.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -209203.671875 Penalty: 2610.728027
	Iteration 8Q: 3 clusters Score -209203.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -209220.000000 Penalty: 2610.728027
	Iteration 9Q: 3 clusters Score -209220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -209230.609375 Penalty: 2610.728027
	Iteration 10Q: 3 clusters Score -209230.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -209239.062500 Penalty: 2610.728027
	Iteration 11Q: 3 clusters Score -209239.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -209246.796875 Penalty: 2610.728027
	Iteration 12Q: 3 clusters Score -209246.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -209253.609375 Penalty: 2610.728027
	Iteration 13Q: 3 clusters Score -209253.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -209260.203125 Penalty: 2610.728027
	Iteration 14Q: 3 clusters Score -209260.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -209267.421875 Penalty: 2610.728027
	Iteration 15Q: 3 clusters Score -209267.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -209276.906250 Penalty: 2610.728027
	Iteration 16Q: 3 clusters Score -209276.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -209288.171875 Penalty: 2610.728027
	Iteration 17Q: 3 clusters Score -209288.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -209294.578125 Penalty: 2610.728027
	Iteration 18Q: 3 clusters Score -209294.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -209298.890625 Penalty: 2610.728027
	Iteration 19Q: 3 clusters Score -209298.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -209301.796875 Penalty: 2610.728027
	Iteration 20F: 3 clusters Score -209301.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -209305.796875 Penalty: 2610.728027
	Iteration 21Q: 3 clusters Score -209305.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -209307.859375 Penalty: 2610.728027
	Iteration 22Q: 3 clusters Score -209307.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -209309.921875 Penalty: 2610.728027
	Iteration 23Q: 3 clusters Score -209309.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -209311.859375 Penalty: 2610.728027
	Iteration 24Q: 3 clusters Score -209311.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -209313.906250 Penalty: 2610.728027
	Iteration 25Q: 3 clusters Score -209313.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -209315.921875 Penalty: 2610.728027
	Iteration 26Q: 3 clusters Score -209315.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -209318.359375 Penalty: 2610.728027
	Iteration 27Q: 3 clusters Score -209318.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -209321.062500 Penalty: 2610.728027
	Iteration 28Q: 3 clusters Score -209321.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -209324.953125 Penalty: 2610.728027
	Iteration 29Q: 3 clusters Score -209325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -209327.781250 Penalty: 2610.728027
	Iteration 30Q: 3 clusters Score -209327.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -209331.937500 Penalty: 2610.728027
	Iteration 31Q: 3 clusters Score -209331.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -209335.593750 Penalty: 2610.728027
	Iteration 32Q: 3 clusters Score -209335.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -209339.187500 Penalty: 2610.728027
	Iteration 33Q: 3 clusters Score -209339.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -209342.296875 Penalty: 2610.728027
	Iteration 34Q: 3 clusters Score -209342.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -209343.234375 Penalty: 2610.728027
	Iteration 35Q: 3 clusters Score -209343.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -209347.375000 Penalty: 2610.728027
	Iteration 36Q: 3 clusters Score -209347.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -209350.953125 Penalty: 2610.728027
	Iteration 37Q: 3 clusters Score -209351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -209352.812500 Penalty: 2610.728027
	Iteration 38Q: 3 clusters Score -209352.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -209355.312500 Penalty: 2610.728027
	Iteration 39Q: 3 clusters Score -209355.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -209358.640625 Penalty: 2610.728027
	Iteration 40F: 3 clusters Score -209358.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -209362.921875 Penalty: 2610.728027
	Iteration 41Q: 3 clusters Score -209362.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -209366.218750 Penalty: 2610.728027
	Iteration 42Q: 3 clusters Score -209366.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -209368.515625 Penalty: 2610.728027
	Iteration 43Q: 3 clusters Score -209368.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -209371.906250 Penalty: 2610.728027
	Iteration 44Q: 3 clusters Score -209371.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -209374.765625 Penalty: 2610.728027
	Iteration 45Q: 3 clusters Score -209374.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -209377.718750 Penalty: 2610.728027
	Iteration 46Q: 3 clusters Score -209377.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -209380.453125 Penalty: 2610.728027
	Iteration 47Q: 3 clusters Score -209380.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -209382.453125 Penalty: 2610.728027
	Iteration 48Q: 3 clusters Score -209382.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -209384.109375 Penalty: 2610.728027
	Iteration 49Q: 3 clusters Score -209384.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -209387.984375 Penalty: 2610.728027
	Iteration 50Q: 3 clusters Score -209388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -209393.031250 Penalty: 2610.728027
	Iteration 51Q: 3 clusters Score -209393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -209396.500000 Penalty: 2610.728027
	Iteration 52Q: 3 clusters Score -209396.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -209399.109375 Penalty: 2610.728027
	Iteration 53Q: 3 clusters Score -209399.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -209399.781250 Penalty: 2610.728027
	Iteration 54Q: 3 clusters Score -209399.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -209400.328125 Penalty: 2610.728027
	Iteration 55Q: 3 clusters Score -209400.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -209400.843750 Penalty: 2610.728027
	Iteration 56Q: 3 clusters Score -209400.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -209401.687500 Penalty: 2610.728027
	Iteration 57Q: 3 clusters Score -209401.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -209402.609375 Penalty: 2610.728027
	Iteration 58Q: 3 clusters Score -209402.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -209402.609375 Penalty: 2610.728027
	Iteration 59F: 3 clusters Score -209402.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Entering Unmasked Estep 
Score: -614692.062500 Penalty: 1499.051758
	Iteration 0F: 2 clusters Score -614692.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -607396.937500 Penalty: 2998.103516
	Iteration 0F: 3 clusters Score -607396.9 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -609821.937500 Penalty: 2998.103516
	Iteration 1F: 3 clusters Score -609821.9 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -610055.250000 Penalty: 2998.103516
	Iteration 2F: 3 clusters Score -610055.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -610246.562500 Penalty: 2998.103516
	Iteration 3Q: 3 clusters Score -610246.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -610387.937500 Penalty: 2998.103516
	Iteration 4Q: 3 clusters Score -610387.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -610509.000000 Penalty: 2998.103516
	Iteration 5Q: 3 clusters Score -610509 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -610606.875000 Penalty: 2998.103516
	Iteration 6Q: 3 clusters Score -610606.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -610687.562500 Penalty: 2998.103516
	Iteration 7Q: 3 clusters Score -610687.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -610755.312500 Penalty: 2998.103516
	Iteration 8Q: 3 clusters Score -610755.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -610823.187500 Penalty: 2998.103516
	Iteration 9Q: 3 clusters Score -610823.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -610898.562500 Penalty: 2998.103516
	Iteration 10Q: 3 clusters Score -610898.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -610986.750000 Penalty: 2998.103516
	Iteration 11Q: 3 clusters Score -610986.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -611082.437500 Penalty: 2998.103516
	Iteration 12Q: 3 clusters Score -611082.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -611192.312500 Penalty: 2998.103516
	Iteration 13Q: 3 clusters Score -611192.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -611307.562500 Penalty: 2998.103516
	Iteration 14Q: 3 clusters Score -611307.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -611428.812500 Penalty: 2998.103516
	Iteration 15Q: 3 clusters Score -611428.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -611564.562500 Penalty: 2998.103516
	Iteration 16Q: 3 clusters Score -611564.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -611698.187500 Penalty: 2998.103516
	Iteration 17Q: 3 clusters Score -611698.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -611812.500000 Penalty: 2998.103516
	Iteration 18Q: 3 clusters Score -611812.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -611889.625000 Penalty: 2998.103516
	Iteration 19Q: 3 clusters Score -611889.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -611950.937500 Penalty: 2998.103516
	Iteration 20F: 3 clusters Score -611950.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -612006.437500 Penalty: 2998.103516
	Iteration 21Q: 3 clusters Score -612006.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -612068.875000 Penalty: 2998.103516
	Iteration 22Q: 3 clusters Score -612068.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -612125.000000 Penalty: 2998.103516
	Iteration 23Q: 3 clusters Score -612125 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -612168.625000 Penalty: 2998.103516
	Iteration 24Q: 3 clusters Score -612168.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -612212.562500 Penalty: 2998.103516
	Iteration 25Q: 3 clusters Score -612212.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -612254.687500 Penalty: 2998.103516
	Iteration 26Q: 3 clusters Score -612254.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -612291.875000 Penalty: 2998.103516
	Iteration 27Q: 3 clusters Score -612291.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -612325.187500 Penalty: 2998.103516
	Iteration 28Q: 3 clusters Score -612325.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -612351.875000 Penalty: 2998.103516
	Iteration 29Q: 3 clusters Score -612351.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -612369.375000 Penalty: 2998.103516
	Iteration 30Q: 3 clusters Score -612369.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -612384.750000 Penalty: 2998.103516
	Iteration 31Q: 3 clusters Score -612384.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -612405.812500 Penalty: 2998.103516
	Iteration 32Q: 3 clusters Score -612405.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -612430.687500 Penalty: 2998.103516
	Iteration 33Q: 3 clusters Score -612430.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -612457.312500 Penalty: 2998.103516
	Iteration 34Q: 3 clusters Score -612457.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -612485.812500 Penalty: 2998.103516
	Iteration 35Q: 3 clusters Score -612485.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -612519.062500 Penalty: 2998.103516
	Iteration 36Q: 3 clusters Score -612519.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -612557.875000 Penalty: 2998.103516
	Iteration 37Q: 3 clusters Score -612557.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -612593.562500 Penalty: 2998.103516
	Iteration 38Q: 3 clusters Score -612593.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -612629.687500 Penalty: 2998.103516
	Iteration 39Q: 3 clusters Score -612629.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -612681.437500 Penalty: 2998.103516
	Iteration 40F: 3 clusters Score -612681.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -612738.062500 Penalty: 2998.103516
	Iteration 41Q: 3 clusters Score -612738.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -612820.937500 Penalty: 2998.103516
	Iteration 42Q: 3 clusters Score -612820.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -612914.750000 Penalty: 2998.103516
	Iteration 43Q: 3 clusters Score -612914.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -612999.937500 Penalty: 2998.103516
	Iteration 44Q: 3 clusters Score -612999.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -613066.500000 Penalty: 2998.103516
	Iteration 45Q: 3 clusters Score -613066.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -613123.375000 Penalty: 2998.103516
	Iteration 46Q: 3 clusters Score -613123.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -613164.437500 Penalty: 2998.103516
	Iteration 47Q: 3 clusters Score -613164.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -613205.312500 Penalty: 2998.103516
	Iteration 48Q: 3 clusters Score -613205.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -613245.687500 Penalty: 2998.103516
	Iteration 49Q: 3 clusters Score -613245.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -613302.687500 Penalty: 2998.103516
	Iteration 50Q: 3 clusters Score -613302.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -613374.812500 Penalty: 2998.103516
	Iteration 51Q: 3 clusters Score -613374.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -613469.250000 Penalty: 2998.103516
	Iteration 52Q: 3 clusters Score -613469.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -613575.562500 Penalty: 2998.103516
	Iteration 53Q: 3 clusters Score -613575.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -613689.875000 Penalty: 2998.103516
	Iteration 54Q: 3 clusters Score -613689.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -613802.750000 Penalty: 2998.103516
	Iteration 55Q: 3 clusters Score -613802.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -613918.625000 Penalty: 2998.103516
	Iteration 56Q: 3 clusters Score -613918.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -614015.750000 Penalty: 2998.103516
	Iteration 57Q: 3 clusters Score -614015.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -614073.750000 Penalty: 2998.103516
	Iteration 58Q: 3 clusters Score -614073.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -614116.500000 Penalty: 2998.103516
	Iteration 59Q: 3 clusters Score -614116.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -614138.875000 Penalty: 2998.103516
	Iteration 60F: 3 clusters Score -614138.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -614152.375000 Penalty: 2998.103516
	Iteration 61Q: 3 clusters Score -614152.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -614161.750000 Penalty: 2998.103516
	Iteration 62Q: 3 clusters Score -614161.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -614167.687500 Penalty: 2998.103516
	Iteration 63Q: 3 clusters Score -614167.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -614169.437500 Penalty: 2998.103516
	Iteration 64Q: 3 clusters Score -614169.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -614171.562500 Penalty: 2998.103516
	Iteration 65Q: 3 clusters Score -614171.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -614174.062500 Penalty: 2998.103516
	Iteration 66Q: 3 clusters Score -614174.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -614177.625000 Penalty: 2998.103516
	Iteration 67Q: 3 clusters Score -614177.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -614179.312500 Penalty: 2998.103516
	Iteration 68Q: 3 clusters Score -614179.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -614180.375000 Penalty: 2998.103516
	Iteration 69Q: 3 clusters Score -614180.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -614181.375000 Penalty: 2998.103516
	Iteration 70Q: 3 clusters Score -614181.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -614183.562500 Penalty: 2998.103516
	Iteration 71Q: 3 clusters Score -614183.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -614183.562500 Penalty: 2998.103516
	Iteration 72Q: 3 clusters Score -614183.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -614186.625000 Penalty: 2998.103516
	Iteration 73Q: 3 clusters Score -614186.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -614188.000000 Penalty: 2998.103516
	Iteration 74Q: 3 clusters Score -614188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -614188.250000 Penalty: 2998.103516
	Iteration 75Q: 3 clusters Score -614188.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -614189.187500 Penalty: 2998.103516
	Iteration 76Q: 3 clusters Score -614189.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -614189.750000 Penalty: 2998.103516
	Iteration 77Q: 3 clusters Score -614189.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -614190.125000 Penalty: 2998.103516
	Iteration 78Q: 3 clusters Score -614190.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -614191.375000 Penalty: 2998.103516
	Iteration 79Q: 3 clusters Score -614191.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -614189.937500 Penalty: 2998.103516
	Iteration 80F: 3 clusters Score -614189.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -614190.875000 Penalty: 2998.103516
	Iteration 81Q: 3 clusters Score -614190.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -614190.687500 Penalty: 2998.103516
	Iteration 82Q: 3 clusters Score -614190.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -614190.687500 Penalty: 2998.103516
	Iteration 83F: 3 clusters Score -614190.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Entering Unmasked Estep 
Score: -1372364.250000 Penalty: 1617.785889
	Iteration 0F: 2 clusters Score -1372364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1357889.500000 Penalty: 3235.571777
	Iteration 0F: 3 clusters Score -1357890 nChanged 9674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1363531.000000 Penalty: 3235.571777
	Iteration 1F: 3 clusters Score -1363531 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1363946.875000 Penalty: 3235.571777
	Iteration 2Q: 3 clusters Score -1363947 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1364419.500000 Penalty: 3235.571777
	Iteration 3Q: 3 clusters Score -1364420 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1365088.875000 Penalty: 3235.571777
	Iteration 4F: 3 clusters Score -1365089 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -1365956.375000 Penalty: 3235.571777
	Iteration 5F: 3 clusters Score -1365956 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -1367059.500000 Penalty: 3235.571777
	Iteration 6F: 3 clusters Score -1367060 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -1368182.500000 Penalty: 3235.571777
	Iteration 7F: 3 clusters Score -1368182 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -1369054.750000 Penalty: 3235.571777
	Iteration 8Q: 3 clusters Score -1369055 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -1369596.000000 Penalty: 3235.571777
	Iteration 9Q: 3 clusters Score -1369596 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -1369960.625000 Penalty: 3235.571777
	Iteration 10Q: 3 clusters Score -1369961 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -1370240.375000 Penalty: 3235.571777
	Iteration 11Q: 3 clusters Score -1370240 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -1370437.000000 Penalty: 3235.571777
	Iteration 12Q: 3 clusters Score -1370437 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -1370565.875000 Penalty: 3235.571777
	Iteration 13Q: 3 clusters Score -1370566 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -1370659.125000 Penalty: 3235.571777
	Iteration 14Q: 3 clusters Score -1370659 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -1370717.625000 Penalty: 3235.571777
	Iteration 15Q: 3 clusters Score -1370718 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -1370774.375000 Penalty: 3235.571777
	Iteration 16Q: 3 clusters Score -1370774 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -1370825.750000 Penalty: 3235.571777
	Iteration 17Q: 3 clusters Score -1370826 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -1370857.250000 Penalty: 3235.571777
	Iteration 18Q: 3 clusters Score -1370857 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -1370888.125000 Penalty: 3235.571777
	Iteration 19Q: 3 clusters Score -1370888 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -1370914.750000 Penalty: 3235.571777
	Iteration 20F: 3 clusters Score -1370915 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -1370939.000000 Penalty: 3235.571777
	Iteration 21Q: 3 clusters Score -1370939 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -1370963.375000 Penalty: 3235.571777
	Iteration 22Q: 3 clusters Score -1370963 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -1370976.875000 Penalty: 3235.571777
	Iteration 23Q: 3 clusters Score -1370977 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -1370987.375000 Penalty: 3235.571777
	Iteration 24Q: 3 clusters Score -1370987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -1370993.000000 Penalty: 3235.571777
	Iteration 25Q: 3 clusters Score -1370993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -1370998.375000 Penalty: 3235.571777
	Iteration 26Q: 3 clusters Score -1370998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -1371002.625000 Penalty: 3235.571777
	Iteration 27Q: 3 clusters Score -1371003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -1371010.375000 Penalty: 3235.571777
	Iteration 28Q: 3 clusters Score -1371010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -1371014.000000 Penalty: 3235.571777
	Iteration 29Q: 3 clusters Score -1371014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -1371016.500000 Penalty: 3235.571777
	Iteration 30Q: 3 clusters Score -1371016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -1371018.125000 Penalty: 3235.571777
	Iteration 31Q: 3 clusters Score -1371018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -1371017.250000 Penalty: 3235.571777
	Iteration 32Q: 3 clusters Score -1371017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -1371017.375000 Penalty: 3235.571777
	Iteration 33Q: 3 clusters Score -1371017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -1371017.625000 Penalty: 3235.571777
	Iteration 34Q: 3 clusters Score -1371018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -1371020.250000 Penalty: 3235.571777
	Iteration 35Q: 3 clusters Score -1371020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -1371020.250000 Penalty: 3235.571777
	Iteration 36Q: 3 clusters Score -1371020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -1371020.250000 Penalty: 3235.571777
	Iteration 37F: 3 clusters Score -1371020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Entering Unmasked Estep 
Score: -459576.781250 Penalty: 1435.745361
	Iteration 0F: 2 clusters Score -459576.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -454392.125000 Penalty: 2871.490723
	Iteration 0F: 3 clusters Score -454392.1 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -455908.437500 Penalty: 2871.490723
	Iteration 1F: 3 clusters Score -455908.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -456137.312500 Penalty: 2871.490723
	Iteration 2F: 3 clusters Score -456137.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -456298.093750 Penalty: 2871.490723
	Iteration 3F: 3 clusters Score -456298.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -456421.656250 Penalty: 2871.490723
	Iteration 4Q: 3 clusters Score -456421.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -456510.718750 Penalty: 2871.490723
	Iteration 5Q: 3 clusters Score -456510.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -456594.375000 Penalty: 2871.490723
	Iteration 6Q: 3 clusters Score -456594.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -456674.156250 Penalty: 2871.490723
	Iteration 7Q: 3 clusters Score -456674.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -456745.062500 Penalty: 2871.490723
	Iteration 8Q: 3 clusters Score -456745.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -456807.062500 Penalty: 2871.490723
	Iteration 9Q: 3 clusters Score -456807.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -456871.593750 Penalty: 2871.490723
	Iteration 10Q: 3 clusters Score -456871.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -456946.125000 Penalty: 2871.490723
	Iteration 11Q: 3 clusters Score -456946.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -457024.656250 Penalty: 2871.490723
	Iteration 12Q: 3 clusters Score -457024.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -457112.937500 Penalty: 2871.490723
	Iteration 13Q: 3 clusters Score -457112.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -457236.375000 Penalty: 2871.490723
	Iteration 14Q: 3 clusters Score -457236.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -457390.500000 Penalty: 2871.490723
	Iteration 15Q: 3 clusters Score -457390.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -457537.843750 Penalty: 2871.490723
	Iteration 16Q: 3 clusters Score -457537.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -457684.093750 Penalty: 2871.490723
	Iteration 17Q: 3 clusters Score -457684.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -457799.312500 Penalty: 2871.490723
	Iteration 18Q: 3 clusters Score -457799.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -457899.468750 Penalty: 2871.490723
	Iteration 19Q: 3 clusters Score -457899.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -457977.468750 Penalty: 2871.490723
	Iteration 20F: 3 clusters Score -457977.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -458020.812500 Penalty: 2871.490723
	Iteration 21Q: 3 clusters Score -458020.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -458049.968750 Penalty: 2871.490723
	Iteration 22Q: 3 clusters Score -458050 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -458075.437500 Penalty: 2871.490723
	Iteration 23Q: 3 clusters Score -458075.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -458093.781250 Penalty: 2871.490723
	Iteration 24Q: 3 clusters Score -458093.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -458110.968750 Penalty: 2871.490723
	Iteration 25Q: 3 clusters Score -458111 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -458140.531250 Penalty: 2871.490723
	Iteration 26Q: 3 clusters Score -458140.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -458165.687500 Penalty: 2871.490723
	Iteration 27Q: 3 clusters Score -458165.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -458186.281250 Penalty: 2871.490723
	Iteration 28Q: 3 clusters Score -458186.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -458205.812500 Penalty: 2871.490723
	Iteration 29Q: 3 clusters Score -458205.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -458230.750000 Penalty: 2871.490723
	Iteration 30Q: 3 clusters Score -458230.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -458246.250000 Penalty: 2871.490723
	Iteration 31Q: 3 clusters Score -458246.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -458256.687500 Penalty: 2871.490723
	Iteration 32Q: 3 clusters Score -458256.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -458268.968750 Penalty: 2871.490723
	Iteration 33Q: 3 clusters Score -458269 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -458281.281250 Penalty: 2871.490723
	Iteration 34Q: 3 clusters Score -458281.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -458292.093750 Penalty: 2871.490723
	Iteration 35Q: 3 clusters Score -458292.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -458302.656250 Penalty: 2871.490723
	Iteration 36Q: 3 clusters Score -458302.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -458309.250000 Penalty: 2871.490723
	Iteration 37Q: 3 clusters Score -458309.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -458321.437500 Penalty: 2871.490723
	Iteration 38Q: 3 clusters Score -458321.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -458330.875000 Penalty: 2871.490723
	Iteration 39Q: 3 clusters Score -458330.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -458336.812500 Penalty: 2871.490723
	Iteration 40F: 3 clusters Score -458336.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -458343.406250 Penalty: 2871.490723
	Iteration 41Q: 3 clusters Score -458343.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -458347.593750 Penalty: 2871.490723
	Iteration 42Q: 3 clusters Score -458347.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -458348.968750 Penalty: 2871.490723
	Iteration 43Q: 3 clusters Score -458349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -458352.375000 Penalty: 2871.490723
	Iteration 44Q: 3 clusters Score -458352.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -458356.343750 Penalty: 2871.490723
	Iteration 45Q: 3 clusters Score -458356.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -458359.500000 Penalty: 2871.490723
	Iteration 46Q: 3 clusters Score -458359.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -458362.968750 Penalty: 2871.490723
	Iteration 47Q: 3 clusters Score -458363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -458365.718750 Penalty: 2871.490723
	Iteration 48Q: 3 clusters Score -458365.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -458366.718750 Penalty: 2871.490723
	Iteration 49Q: 3 clusters Score -458366.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -458370.000000 Penalty: 2871.490723
	Iteration 50Q: 3 clusters Score -458370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -458372.437500 Penalty: 2871.490723
	Iteration 51Q: 3 clusters Score -458372.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -458376.531250 Penalty: 2871.490723
	Iteration 52Q: 3 clusters Score -458376.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -458381.062500 Penalty: 2871.490723
	Iteration 53Q: 3 clusters Score -458381.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -458388.250000 Penalty: 2871.490723
	Iteration 54Q: 3 clusters Score -458388.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -458392.281250 Penalty: 2871.490723
	Iteration 55Q: 3 clusters Score -458392.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -458394.687500 Penalty: 2871.490723
	Iteration 56Q: 3 clusters Score -458394.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -458396.468750 Penalty: 2871.490723
	Iteration 57Q: 3 clusters Score -458396.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -458397.937500 Penalty: 2871.490723
	Iteration 58Q: 3 clusters Score -458397.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -458398.000000 Penalty: 2871.490723
	Iteration 59Q: 3 clusters Score -458398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -458399.343750 Penalty: 2871.490723
	Iteration 60F: 3 clusters Score -458399.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -458399.375000 Penalty: 2871.490723
	Iteration 61Q: 3 clusters Score -458399.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -458400.531250 Penalty: 2871.490723
	Iteration 62Q: 3 clusters Score -458400.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -458401.187500 Penalty: 2871.490723
	Iteration 63Q: 3 clusters Score -458401.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -458400.500000 Penalty: 2871.490723
	Iteration 64Q: 3 clusters Score -458400.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -458400.218750 Penalty: 2871.490723
	Iteration 65Q: 3 clusters Score -458400.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -458400.843750 Penalty: 2871.490723
	Iteration 66Q: 3 clusters Score -458400.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -458400.843750 Penalty: 2871.490723
	Iteration 67F: 3 clusters Score -458400.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (76804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76804 members 
Entering Unmasked Estep 
Score: -4823435.000000 Penalty: 1827.964478
	Iteration 0F: 2 clusters Score -4823435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -4771901.000000 Penalty: 3655.928955
	Iteration 0F: 3 clusters Score -4771901 nChanged 36530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
Score: -4793583.000000 Penalty: 3655.928955
	Iteration 1F: 3 clusters Score -4793583 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -4795400.500000 Penalty: 3655.928955
	Iteration 2F: 3 clusters Score -4795400 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 45862 members 
Entering Unmasked Estep 
Score: -4798187.500000 Penalty: 3655.928955
	Iteration 3F: 3 clusters Score -4798188 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
Score: -4801923.500000 Penalty: 3655.928955
	Iteration 4F: 3 clusters Score -4801924 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 53670 members 
Entering Unmasked Estep 
Score: -4805717.000000 Penalty: 3655.928955
	Iteration 5F: 3 clusters Score -4805717 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 57477 members 
Entering Unmasked Estep 
Score: -4808814.500000 Penalty: 3655.928955
	Iteration 6F: 3 clusters Score -4808814 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 60985 members 
Entering Unmasked Estep 
Score: -4811282.000000 Penalty: 3655.928955
	Iteration 7F: 3 clusters Score -4811282 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 64155 members 
Entering Unmasked Estep 
Score: -4813175.000000 Penalty: 3655.928955
	Iteration 8Q: 3 clusters Score -4813175 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 66998 members 
Entering Unmasked Estep 
Score: -4814903.500000 Penalty: 3655.928955
	Iteration 9Q: 3 clusters Score -4814904 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 69569 members 
Entering Unmasked Estep 
Score: -4816521.000000 Penalty: 3655.928955
	Iteration 10Q: 3 clusters Score -4816521 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 71776 members 
Entering Unmasked Estep 
Score: -4817985.500000 Penalty: 3655.928955
	Iteration 11Q: 3 clusters Score -4817986 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 73559 members 
Entering Unmasked Estep 
Score: -4819328.000000 Penalty: 3655.928955
	Iteration 12Q: 3 clusters Score -4819328 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 74855 members 
Entering Unmasked Estep 
Score: -4820341.500000 Penalty: 3655.928955
	Iteration 13Q: 3 clusters Score -4820342 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 75700 members 
Entering Unmasked Estep 
Score: -4821036.500000 Penalty: 3655.928955
	Iteration 14Q: 3 clusters Score -4821036 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 76109 members 
Entering Unmasked Estep 
Score: -4821391.000000 Penalty: 3655.928955
	Iteration 15Q: 3 clusters Score -4821391 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 76303 members 
Entering Unmasked Estep 
Score: -4821555.500000 Penalty: 3655.928955
	Iteration 16Q: 3 clusters Score -4821556 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 76392 members 
Entering Unmasked Estep 
Score: -4821622.000000 Penalty: 3655.928955
	Iteration 17Q: 3 clusters Score -4821622 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 76446 members 
Entering Unmasked Estep 
Score: -4821664.000000 Penalty: 3655.928955
	Iteration 18Q: 3 clusters Score -4821664 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 76477 members 
Entering Unmasked Estep 
Score: -4821696.000000 Penalty: 3655.928955
	Iteration 19Q: 3 clusters Score -4821696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 76494 members 
Entering Unmasked Estep 
Score: -4821736.000000 Penalty: 3655.928955
	Iteration 20F: 3 clusters Score -4821736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 76514 members 
Entering Unmasked Estep 
Score: -4821762.000000 Penalty: 3655.928955
	Iteration 21Q: 3 clusters Score -4821762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 76528 members 
Entering Unmasked Estep 
Score: -4821792.500000 Penalty: 3655.928955
	Iteration 22Q: 3 clusters Score -4821792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 76536 members 
Entering Unmasked Estep 
Score: -4821804.500000 Penalty: 3655.928955
	Iteration 23Q: 3 clusters Score -4821804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 76544 members 
Entering Unmasked Estep 
Score: -4821814.000000 Penalty: 3655.928955
	Iteration 24Q: 3 clusters Score -4821814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 76546 members 
Entering Unmasked Estep 
Score: -4821816.500000 Penalty: 3655.928955
	Iteration 25Q: 3 clusters Score -4821816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 76546 members 
Entering Unmasked Estep 
Score: -4821815.500000 Penalty: 3655.928955
	Iteration 26Q: 3 clusters Score -4821816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 76547 members 
Entering Unmasked Estep 
Score: -4821814.000000 Penalty: 3655.928955
	Iteration 27Q: 3 clusters Score -4821814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 76550 members 
Entering Unmasked Estep 
Score: -4821818.500000 Penalty: 3655.928955
	Iteration 28Q: 3 clusters Score -4821818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 76551 members 
Entering Unmasked Estep 
Score: -4821820.500000 Penalty: 3655.928955
	Iteration 29Q: 3 clusters Score -4821820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 76553 members 
Entering Unmasked Estep 
Score: -4821823.500000 Penalty: 3655.928955
	Iteration 30Q: 3 clusters Score -4821824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 76555 members 
Entering Unmasked Estep 
Score: -4821826.500000 Penalty: 3655.928955
	Iteration 31Q: 3 clusters Score -4821826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 76557 members 
Entering Unmasked Estep 
Score: -4821831.000000 Penalty: 3655.928955
	Iteration 32Q: 3 clusters Score -4821831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 76558 members 
Entering Unmasked Estep 
Score: -4821831.500000 Penalty: 3655.928955
	Iteration 33Q: 3 clusters Score -4821832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 76561 members 
Entering Unmasked Estep 
Score: -4821842.500000 Penalty: 3655.928955
	Iteration 34Q: 3 clusters Score -4821842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 76565 members 
Entering Unmasked Estep 
Score: -4821847.000000 Penalty: 3655.928955
	Iteration 35Q: 3 clusters Score -4821847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 76569 members 
Entering Unmasked Estep 
Score: -4821853.000000 Penalty: 3655.928955
	Iteration 36Q: 3 clusters Score -4821853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 76571 members 
Entering Unmasked Estep 
Score: -4821852.000000 Penalty: 3655.928955
	Iteration 37Q: 3 clusters Score -4821852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 76570 members 
Entering Unmasked Estep 
Score: -4821850.000000 Penalty: 3655.928955
	Iteration 38Q: 3 clusters Score -4821850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 76570 members 
Entering Unmasked Estep 
Score: -4821850.000000 Penalty: 3655.928955
	Iteration 39F: 3 clusters Score -4821850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493495 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 10673 members 
Mstep: Class 12 contains 11190 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 3081 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21070 members 
Mstep: Class 21 contains 6873 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197628.000000 Penalty: 34918.949219
Iteration 239Q: 17 clusters Score -4.219763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493494 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 10672 members 
Mstep: Class 12 contains 11190 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 3081 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21072 members 
Mstep: Class 21 contains 6873 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197628.000000 Penalty: 34918.949219
Iteration 240F: 17 clusters Score -4.219763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493495 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 10671 members 
Mstep: Class 12 contains 11190 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 3082 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21071 members 
Mstep: Class 21 contains 6873 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197652.000000 Penalty: 34918.949219
Iteration 241Q: 17 clusters Score -4.219765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493496 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 10671 members 
Mstep: Class 12 contains 11189 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 3083 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21071 members 
Mstep: Class 21 contains 6872 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197652.000000 Penalty: 34918.949219
Iteration 242Q: 17 clusters Score -4.219765e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493495 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 10675 members 
Mstep: Class 12 contains 11189 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 3084 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21069 members 
Mstep: Class 21 contains 6870 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197640.000000 Penalty: 34918.949219
Iteration 243Q: 17 clusters Score -4.219764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493495 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 10674 members 
Mstep: Class 12 contains 11190 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 3084 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21071 members 
Mstep: Class 21 contains 6868 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197652.000000 Penalty: 34918.949219
Iteration 244Q: 17 clusters Score -4.219765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493494 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 10674 members 
Mstep: Class 12 contains 11190 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 3084 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21073 members 
Mstep: Class 21 contains 6867 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197644.000000 Penalty: 34918.949219
Iteration 245Q: 17 clusters Score -4.219764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493494 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 10675 members 
Mstep: Class 12 contains 11190 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 3084 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21073 members 
Mstep: Class 21 contains 6866 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197640.000000 Penalty: 34918.949219
Iteration 246Q: 17 clusters Score -4.219764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493496 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 10675 members 
Mstep: Class 12 contains 11190 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 3084 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21073 members 
Mstep: Class 21 contains 6864 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197632.000000 Penalty: 34918.949219
Iteration 247Q: 17 clusters Score -4.219763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493497 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 10675 members 
Mstep: Class 12 contains 11190 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 3084 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21073 members 
Mstep: Class 21 contains 6863 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197616.000000 Penalty: 34918.949219
Iteration 248Q: 17 clusters Score -4.219762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493496 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 10675 members 
Mstep: Class 12 contains 11190 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 3084 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21074 members 
Mstep: Class 21 contains 6863 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197628.000000 Penalty: 34918.949219
Iteration 249Q: 17 clusters Score -4.219763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493496 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 10675 members 
Mstep: Class 12 contains 11190 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 3084 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21074 members 
Mstep: Class 21 contains 6863 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197620.000000 Penalty: 34918.949219
Iteration 250Q: 17 clusters Score -4.219762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493496 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 10676 members 
Mstep: Class 12 contains 11190 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 3084 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21073 members 
Mstep: Class 21 contains 6863 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197628.000000 Penalty: 34918.949219
Iteration 251Q: 17 clusters Score -4.219763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493495 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 10677 members 
Mstep: Class 12 contains 11190 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 16 contains 2142 members 
Mstep: Class 17 contains 3084 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21074 members 
Mstep: Class 21 contains 6863 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197616.000000 Penalty: 34918.949219
Iteration 252Q: 17 clusters Score -4.219762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493494 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 10677 members 
Mstep: Class 12 contains 11190 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 16 contains 2142 members 
Mstep: Class 17 contains 3084 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21075 members 
Mstep: Class 21 contains 6863 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197612.000000 Penalty: 34918.949219
Iteration 253Q: 17 clusters Score -4.219761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493494 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 10677 members 
Mstep: Class 12 contains 11190 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 16 contains 2142 members 
Mstep: Class 17 contains 3083 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21076 members 
Mstep: Class 21 contains 6863 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197620.000000 Penalty: 34918.949219
Iteration 254Q: 17 clusters Score -4.219762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493493 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 10677 members 
Mstep: Class 12 contains 11190 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 16 contains 2142 members 
Mstep: Class 17 contains 3084 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21076 members 
Mstep: Class 21 contains 6863 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197608.000000 Penalty: 34918.949219
Iteration 255Q: 17 clusters Score -4.219761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493492 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 10677 members 
Mstep: Class 12 contains 11191 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 16 contains 2142 members 
Mstep: Class 17 contains 3084 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21076 members 
Mstep: Class 21 contains 6863 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197620.000000 Penalty: 34918.949219
Iteration 256Q: 17 clusters Score -4.219762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493489 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 10676 members 
Mstep: Class 12 contains 11191 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 16 contains 2142 members 
Mstep: Class 17 contains 3084 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21080 members 
Mstep: Class 21 contains 6863 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197612.000000 Penalty: 34918.949219
Iteration 257Q: 17 clusters Score -4.219761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493485 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 10676 members 
Mstep: Class 12 contains 11191 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 16 contains 2142 members 
Mstep: Class 17 contains 3084 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21084 members 
Mstep: Class 21 contains 6863 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197632.000000 Penalty: 34918.949219
Iteration 258Q: 17 clusters Score -4.219763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493482 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 10676 members 
Mstep: Class 12 contains 11191 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 16 contains 2142 members 
Mstep: Class 17 contains 3083 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21088 members 
Mstep: Class 21 contains 6863 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197612.000000 Penalty: 34918.949219
Iteration 259Q: 17 clusters Score -4.219761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493482 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 10676 members 
Mstep: Class 12 contains 11191 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 16 contains 2142 members 
Mstep: Class 17 contains 3082 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21089 members 
Mstep: Class 21 contains 6863 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197628.000000 Penalty: 34918.949219
Iteration 260F: 17 clusters Score -4.219763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493478 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 10676 members 
Mstep: Class 12 contains 11191 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 16 contains 2142 members 
Mstep: Class 17 contains 3083 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21092 members 
Mstep: Class 21 contains 6863 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197636.000000 Penalty: 34918.949219
Iteration 261Q: 17 clusters Score -4.219764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493477 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 10676 members 
Mstep: Class 12 contains 11191 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 16 contains 2142 members 
Mstep: Class 17 contains 3083 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21093 members 
Mstep: Class 21 contains 6863 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197636.000000 Penalty: 34918.949219
Iteration 262Q: 17 clusters Score -4.219764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493476 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 10676 members 
Mstep: Class 12 contains 11191 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 16 contains 2142 members 
Mstep: Class 17 contains 3083 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21094 members 
Mstep: Class 21 contains 6863 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197640.000000 Penalty: 34918.949219
Iteration 263Q: 17 clusters Score -4.219764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493474 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 10675 members 
Mstep: Class 12 contains 11191 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 16 contains 2142 members 
Mstep: Class 17 contains 3083 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21097 members 
Mstep: Class 21 contains 6863 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197628.000000 Penalty: 34918.949219
Iteration 264Q: 17 clusters Score -4.219763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493474 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 10675 members 
Mstep: Class 12 contains 11191 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 16 contains 2142 members 
Mstep: Class 17 contains 3083 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21097 members 
Mstep: Class 21 contains 6863 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197624.000000 Penalty: 34918.949219
Iteration 265Q: 17 clusters Score -4.219762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493473 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 10675 members 
Mstep: Class 12 contains 11191 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 16 contains 2142 members 
Mstep: Class 17 contains 3083 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21098 members 
Mstep: Class 21 contains 6863 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197624.000000 Penalty: 34918.949219
Iteration 266Q: 17 clusters Score -4.219762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493472 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 10675 members 
Mstep: Class 12 contains 11191 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 16 contains 2142 members 
Mstep: Class 17 contains 3083 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21099 members 
Mstep: Class 21 contains 6863 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197624.000000 Penalty: 34918.949219
Iteration 267Q: 17 clusters Score -4.219762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493471 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 10675 members 
Mstep: Class 12 contains 11191 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 16 contains 2142 members 
Mstep: Class 17 contains 3083 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21100 members 
Mstep: Class 21 contains 6863 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197624.000000 Penalty: 34918.949219
Iteration 268Q: 17 clusters Score -4.219762e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 493471 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 10675 members 
Mstep: Class 12 contains 11191 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 16 contains 2142 members 
Mstep: Class 17 contains 3083 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 21100 members 
Mstep: Class 21 contains 6863 members 
Mstep: Class 23 contains 76804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197624.000000 Penalty: 34918.949219
Iteration 269F: 17 clusters Score -4.219762e+07 nChanged 0
Entering ConstructFrom: 
Score: -42197624.000000 Penalty: 34918.949219
Entering ConstructFrom: 
Trying to split cluster 1 (13073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Entering Unmasked Estep 
Score: -833620.562500 Penalty: 1540.224365
	Iteration 0F: 2 clusters Score -833620.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -824462.125000 Penalty: 3080.448730
	Iteration 0F: 3 clusters Score -824462.1 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -827545.437500 Penalty: 3080.448730
	Iteration 1F: 3 clusters Score -827545.4 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -827777.375000 Penalty: 3080.448730
	Iteration 2F: 3 clusters Score -827777.4 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -828015.812500 Penalty: 3080.448730
	Iteration 3Q: 3 clusters Score -828015.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -828252.187500 Penalty: 3080.448730
	Iteration 4Q: 3 clusters Score -828252.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -828537.062500 Penalty: 3080.448730
	Iteration 5Q: 3 clusters Score -828537.1 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -828879.000000 Penalty: 3080.448730
	Iteration 6Q: 3 clusters Score -828879 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -829324.562500 Penalty: 3080.448730
	Iteration 7Q: 3 clusters Score -829324.6 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -829801.687500 Penalty: 3080.448730
	Iteration 8F: 3 clusters Score -829801.7 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -830201.187500 Penalty: 3080.448730
	Iteration 9Q: 3 clusters Score -830201.2 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -830527.625000 Penalty: 3080.448730
	Iteration 10Q: 3 clusters Score -830527.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -830765.125000 Penalty: 3080.448730
	Iteration 11Q: 3 clusters Score -830765.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -830907.875000 Penalty: 3080.448730
	Iteration 12Q: 3 clusters Score -830907.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -831002.125000 Penalty: 3080.448730
	Iteration 13Q: 3 clusters Score -831002.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -831060.187500 Penalty: 3080.448730
	Iteration 14Q: 3 clusters Score -831060.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -831099.000000 Penalty: 3080.448730
	Iteration 15Q: 3 clusters Score -831099 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -831129.250000 Penalty: 3080.448730
	Iteration 16Q: 3 clusters Score -831129.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -831158.062500 Penalty: 3080.448730
	Iteration 17Q: 3 clusters Score -831158.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -831182.562500 Penalty: 3080.448730
	Iteration 18Q: 3 clusters Score -831182.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -831203.937500 Penalty: 3080.448730
	Iteration 19Q: 3 clusters Score -831203.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -831233.625000 Penalty: 3080.448730
	Iteration 20F: 3 clusters Score -831233.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -831264.500000 Penalty: 3080.448730
	Iteration 21Q: 3 clusters Score -831264.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -831296.687500 Penalty: 3080.448730
	Iteration 22Q: 3 clusters Score -831296.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -831328.500000 Penalty: 3080.448730
	Iteration 23Q: 3 clusters Score -831328.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -831366.437500 Penalty: 3080.448730
	Iteration 24Q: 3 clusters Score -831366.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -831410.250000 Penalty: 3080.448730
	Iteration 25Q: 3 clusters Score -831410.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -831453.000000 Penalty: 3080.448730
	Iteration 26Q: 3 clusters Score -831453 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -831488.875000 Penalty: 3080.448730
	Iteration 27Q: 3 clusters Score -831488.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -831526.250000 Penalty: 3080.448730
	Iteration 28Q: 3 clusters Score -831526.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -831559.000000 Penalty: 3080.448730
	Iteration 29Q: 3 clusters Score -831559 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -831593.437500 Penalty: 3080.448730
	Iteration 30Q: 3 clusters Score -831593.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -831626.937500 Penalty: 3080.448730
	Iteration 31Q: 3 clusters Score -831626.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -831668.062500 Penalty: 3080.448730
	Iteration 32Q: 3 clusters Score -831668.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -831710.625000 Penalty: 3080.448730
	Iteration 33Q: 3 clusters Score -831710.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -831745.187500 Penalty: 3080.448730
	Iteration 34Q: 3 clusters Score -831745.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -831778.125000 Penalty: 3080.448730
	Iteration 35Q: 3 clusters Score -831778.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -831809.875000 Penalty: 3080.448730
	Iteration 36Q: 3 clusters Score -831809.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -831842.500000 Penalty: 3080.448730
	Iteration 37Q: 3 clusters Score -831842.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -831874.000000 Penalty: 3080.448730
	Iteration 38Q: 3 clusters Score -831874 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -831909.687500 Penalty: 3080.448730
	Iteration 39Q: 3 clusters Score -831909.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -831947.750000 Penalty: 3080.448730
	Iteration 40F: 3 clusters Score -831947.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -831998.250000 Penalty: 3080.448730
	Iteration 41Q: 3 clusters Score -831998.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -832036.562500 Penalty: 3080.448730
	Iteration 42Q: 3 clusters Score -832036.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -832078.312500 Penalty: 3080.448730
	Iteration 43Q: 3 clusters Score -832078.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -832118.437500 Penalty: 3080.448730
	Iteration 44Q: 3 clusters Score -832118.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -832153.687500 Penalty: 3080.448730
	Iteration 45Q: 3 clusters Score -832153.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -832176.375000 Penalty: 3080.448730
	Iteration 46Q: 3 clusters Score -832176.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -832195.500000 Penalty: 3080.448730
	Iteration 47Q: 3 clusters Score -832195.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -832211.562500 Penalty: 3080.448730
	Iteration 48Q: 3 clusters Score -832211.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -832228.000000 Penalty: 3080.448730
	Iteration 49Q: 3 clusters Score -832228 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -832247.937500 Penalty: 3080.448730
	Iteration 50Q: 3 clusters Score -832247.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -832264.250000 Penalty: 3080.448730
	Iteration 51Q: 3 clusters Score -832264.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -832275.750000 Penalty: 3080.448730
	Iteration 52Q: 3 clusters Score -832275.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -832283.687500 Penalty: 3080.448730
	Iteration 53Q: 3 clusters Score -832283.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -832296.187500 Penalty: 3080.448730
	Iteration 54Q: 3 clusters Score -832296.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -832305.375000 Penalty: 3080.448730
	Iteration 55Q: 3 clusters Score -832305.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -832312.187500 Penalty: 3080.448730
	Iteration 56Q: 3 clusters Score -832312.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -832318.687500 Penalty: 3080.448730
	Iteration 57Q: 3 clusters Score -832318.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -832324.125000 Penalty: 3080.448730
	Iteration 58Q: 3 clusters Score -832324.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -832330.000000 Penalty: 3080.448730
	Iteration 59Q: 3 clusters Score -832330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -832335.250000 Penalty: 3080.448730
	Iteration 60F: 3 clusters Score -832335.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -832336.625000 Penalty: 3080.448730
	Iteration 61Q: 3 clusters Score -832336.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -832338.875000 Penalty: 3080.448730
	Iteration 62Q: 3 clusters Score -832338.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -832342.812500 Penalty: 3080.448730
	Iteration 63Q: 3 clusters Score -832342.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -832346.562500 Penalty: 3080.448730
	Iteration 64Q: 3 clusters Score -832346.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -832349.125000 Penalty: 3080.448730
	Iteration 65Q: 3 clusters Score -832349.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -832351.937500 Penalty: 3080.448730
	Iteration 66Q: 3 clusters Score -832351.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -832353.375000 Penalty: 3080.448730
	Iteration 67Q: 3 clusters Score -832353.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -832356.875000 Penalty: 3080.448730
	Iteration 68Q: 3 clusters Score -832356.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -832360.437500 Penalty: 3080.448730
	Iteration 69Q: 3 clusters Score -832360.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -832362.312500 Penalty: 3080.448730
	Iteration 70Q: 3 clusters Score -832362.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -832365.125000 Penalty: 3080.448730
	Iteration 71Q: 3 clusters Score -832365.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -832366.375000 Penalty: 3080.448730
	Iteration 72Q: 3 clusters Score -832366.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -832366.687500 Penalty: 3080.448730
	Iteration 73Q: 3 clusters Score -832366.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -832369.125000 Penalty: 3080.448730
	Iteration 74Q: 3 clusters Score -832369.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -832369.562500 Penalty: 3080.448730
	Iteration 75Q: 3 clusters Score -832369.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -832372.000000 Penalty: 3080.448730
	Iteration 76Q: 3 clusters Score -832372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -832374.750000 Penalty: 3080.448730
	Iteration 77Q: 3 clusters Score -832374.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -832376.125000 Penalty: 3080.448730
	Iteration 78Q: 3 clusters Score -832376.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -832376.750000 Penalty: 3080.448730
	Iteration 79Q: 3 clusters Score -832376.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -832377.312500 Penalty: 3080.448730
	Iteration 80F: 3 clusters Score -832377.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -832379.625000 Penalty: 3080.448730
	Iteration 81Q: 3 clusters Score -832379.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -832378.812500 Penalty: 3080.448730
	Iteration 82Q: 3 clusters Score -832378.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -832379.937500 Penalty: 3080.448730
	Iteration 83Q: 3 clusters Score -832379.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -832380.187500 Penalty: 3080.448730
	Iteration 84Q: 3 clusters Score -832380.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -832381.312500 Penalty: 3080.448730
	Iteration 85Q: 3 clusters Score -832381.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -832382.750000 Penalty: 3080.448730
	Iteration 86Q: 3 clusters Score -832382.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -832385.750000 Penalty: 3080.448730
	Iteration 87Q: 3 clusters Score -832385.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -832384.937500 Penalty: 3080.448730
	Iteration 88Q: 3 clusters Score -832384.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -832385.125000 Penalty: 3080.448730
	Iteration 89Q: 3 clusters Score -832385.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -832386.312500 Penalty: 3080.448730
	Iteration 90Q: 3 clusters Score -832386.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -832387.562500 Penalty: 3080.448730
	Iteration 91Q: 3 clusters Score -832387.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -832386.750000 Penalty: 3080.448730
	Iteration 92Q: 3 clusters Score -832386.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -832388.062500 Penalty: 3080.448730
	Iteration 93Q: 3 clusters Score -832388.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -832388.062500 Penalty: 3080.448730
	Iteration 94F: 3 clusters Score -832388.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Entering Unmasked Estep 
Score: -369787.625000 Penalty: 1414.454590
	Iteration 0F: 2 clusters Score -369787.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -365166.968750 Penalty: 2828.909180
	Iteration 0F: 3 clusters Score -365167 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -366514.093750 Penalty: 2828.909180
	Iteration 1F: 3 clusters Score -366514.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -366746.968750 Penalty: 2828.909180
	Iteration 2F: 3 clusters Score -366747 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -366922.843750 Penalty: 2828.909180
	Iteration 3F: 3 clusters Score -366922.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -367064.781250 Penalty: 2828.909180
	Iteration 4Q: 3 clusters Score -367064.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -367201.187500 Penalty: 2828.909180
	Iteration 5Q: 3 clusters Score -367201.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -367341.750000 Penalty: 2828.909180
	Iteration 6Q: 3 clusters Score -367341.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -367479.375000 Penalty: 2828.909180
	Iteration 7Q: 3 clusters Score -367479.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -367616.250000 Penalty: 2828.909180
	Iteration 8Q: 3 clusters Score -367616.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -367758.281250 Penalty: 2828.909180
	Iteration 9Q: 3 clusters Score -367758.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -367921.468750 Penalty: 2828.909180
	Iteration 10Q: 3 clusters Score -367921.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -368057.437500 Penalty: 2828.909180
	Iteration 11Q: 3 clusters Score -368057.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -368165.000000 Penalty: 2828.909180
	Iteration 12Q: 3 clusters Score -368165 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -368255.062500 Penalty: 2828.909180
	Iteration 13Q: 3 clusters Score -368255.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -368304.562500 Penalty: 2828.909180
	Iteration 14Q: 3 clusters Score -368304.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -368359.625000 Penalty: 2828.909180
	Iteration 15Q: 3 clusters Score -368359.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -368414.531250 Penalty: 2828.909180
	Iteration 16Q: 3 clusters Score -368414.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -368450.406250 Penalty: 2828.909180
	Iteration 17Q: 3 clusters Score -368450.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -368476.593750 Penalty: 2828.909180
	Iteration 18Q: 3 clusters Score -368476.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -368499.656250 Penalty: 2828.909180
	Iteration 19Q: 3 clusters Score -368499.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -368520.812500 Penalty: 2828.909180
	Iteration 20F: 3 clusters Score -368520.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -368537.281250 Penalty: 2828.909180
	Iteration 21Q: 3 clusters Score -368537.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -368555.656250 Penalty: 2828.909180
	Iteration 22Q: 3 clusters Score -368555.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -368566.156250 Penalty: 2828.909180
	Iteration 23Q: 3 clusters Score -368566.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -368576.531250 Penalty: 2828.909180
	Iteration 24Q: 3 clusters Score -368576.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -368587.625000 Penalty: 2828.909180
	Iteration 25Q: 3 clusters Score -368587.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -368598.312500 Penalty: 2828.909180
	Iteration 26Q: 3 clusters Score -368598.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -368605.437500 Penalty: 2828.909180
	Iteration 27Q: 3 clusters Score -368605.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -368616.250000 Penalty: 2828.909180
	Iteration 28Q: 3 clusters Score -368616.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -368625.843750 Penalty: 2828.909180
	Iteration 29Q: 3 clusters Score -368625.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -368631.843750 Penalty: 2828.909180
	Iteration 30Q: 3 clusters Score -368631.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -368637.406250 Penalty: 2828.909180
	Iteration 31Q: 3 clusters Score -368637.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -368643.031250 Penalty: 2828.909180
	Iteration 32Q: 3 clusters Score -368643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -368650.406250 Penalty: 2828.909180
	Iteration 33Q: 3 clusters Score -368650.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -368655.875000 Penalty: 2828.909180
	Iteration 34Q: 3 clusters Score -368655.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -368658.156250 Penalty: 2828.909180
	Iteration 35Q: 3 clusters Score -368658.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -368660.187500 Penalty: 2828.909180
	Iteration 36Q: 3 clusters Score -368660.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -368660.406250 Penalty: 2828.909180
	Iteration 37Q: 3 clusters Score -368660.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -368660.562500 Penalty: 2828.909180
	Iteration 38Q: 3 clusters Score -368660.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -368661.750000 Penalty: 2828.909180
	Iteration 39Q: 3 clusters Score -368661.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -368663.343750 Penalty: 2828.909180
	Iteration 40F: 3 clusters Score -368663.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Entering Unmasked Estep 
Score: -332734.187500 Penalty: 1417.180908
	Iteration 0F: 2 clusters Score -332734.2 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 3065 members 
Entering Unmasked Estep 
Score: -328040.687500 Penalty: 2834.361816
	Iteration 0F: 3 clusters Score -328040.7 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -329566.250000 Penalty: 2834.361816
	Iteration 1F: 3 clusters Score -329566.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -329819.906250 Penalty: 2834.361816
	Iteration 2F: 3 clusters Score -329819.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -329998.187500 Penalty: 2834.361816
	Iteration 3F: 3 clusters Score -329998.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -330126.093750 Penalty: 2834.361816
	Iteration 4Q: 3 clusters Score -330126.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -330224.593750 Penalty: 2834.361816
	Iteration 5Q: 3 clusters Score -330224.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -330291.156250 Penalty: 2834.361816
	Iteration 6Q: 3 clusters Score -330291.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -330353.375000 Penalty: 2834.361816
	Iteration 7Q: 3 clusters Score -330353.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -330411.031250 Penalty: 2834.361816
	Iteration 8Q: 3 clusters Score -330411 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -330468.500000 Penalty: 2834.361816
	Iteration 9Q: 3 clusters Score -330468.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -330536.593750 Penalty: 2834.361816
	Iteration 10Q: 3 clusters Score -330536.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -330601.187500 Penalty: 2834.361816
	Iteration 11Q: 3 clusters Score -330601.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -330662.281250 Penalty: 2834.361816
	Iteration 12Q: 3 clusters Score -330662.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -330704.125000 Penalty: 2834.361816
	Iteration 13Q: 3 clusters Score -330704.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -330747.937500 Penalty: 2834.361816
	Iteration 14Q: 3 clusters Score -330747.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -330796.562500 Penalty: 2834.361816
	Iteration 15Q: 3 clusters Score -330796.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -330838.593750 Penalty: 2834.361816
	Iteration 16Q: 3 clusters Score -330838.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -330887.875000 Penalty: 2834.361816
	Iteration 17Q: 3 clusters Score -330887.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -330936.000000 Penalty: 2834.361816
	Iteration 18Q: 3 clusters Score -330936 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -331001.468750 Penalty: 2834.361816
	Iteration 19Q: 3 clusters Score -331001.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -331082.562500 Penalty: 2834.361816
	Iteration 20F: 3 clusters Score -331082.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -331179.875000 Penalty: 2834.361816
	Iteration 21Q: 3 clusters Score -331179.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -331303.781250 Penalty: 2834.361816
	Iteration 22Q: 3 clusters Score -331303.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -331430.937500 Penalty: 2834.361816
	Iteration 23Q: 3 clusters Score -331430.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -331536.281250 Penalty: 2834.361816
	Iteration 24Q: 3 clusters Score -331536.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -331622.437500 Penalty: 2834.361816
	Iteration 25Q: 3 clusters Score -331622.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -331704.468750 Penalty: 2834.361816
	Iteration 26Q: 3 clusters Score -331704.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -331765.281250 Penalty: 2834.361816
	Iteration 27Q: 3 clusters Score -331765.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -331815.750000 Penalty: 2834.361816
	Iteration 28Q: 3 clusters Score -331815.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -331852.875000 Penalty: 2834.361816
	Iteration 29Q: 3 clusters Score -331852.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -331879.250000 Penalty: 2834.361816
	Iteration 30Q: 3 clusters Score -331879.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -331911.968750 Penalty: 2834.361816
	Iteration 31Q: 3 clusters Score -331912 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -331934.500000 Penalty: 2834.361816
	Iteration 32Q: 3 clusters Score -331934.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -331966.968750 Penalty: 2834.361816
	Iteration 33Q: 3 clusters Score -331967 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -331997.031250 Penalty: 2834.361816
	Iteration 34Q: 3 clusters Score -331997 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -332033.718750 Penalty: 2834.361816
	Iteration 35Q: 3 clusters Score -332033.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -332061.125000 Penalty: 2834.361816
	Iteration 36Q: 3 clusters Score -332061.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -332081.812500 Penalty: 2834.361816
	Iteration 37Q: 3 clusters Score -332081.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -332093.000000 Penalty: 2834.361816
	Iteration 38Q: 3 clusters Score -332093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -332096.031250 Penalty: 2834.361816
	Iteration 39Q: 3 clusters Score -332096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -332101.125000 Penalty: 2834.361816
	Iteration 40F: 3 clusters Score -332101.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -332104.906250 Penalty: 2834.361816
	Iteration 41Q: 3 clusters Score -332104.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -332105.093750 Penalty: 2834.361816
	Iteration 42Q: 3 clusters Score -332105.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -332106.406250 Penalty: 2834.361816
	Iteration 43Q: 3 clusters Score -332106.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -332106.531250 Penalty: 2834.361816
	Iteration 44Q: 3 clusters Score -332106.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -332107.625000 Penalty: 2834.361816
	Iteration 45Q: 3 clusters Score -332107.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -332108.437500 Penalty: 2834.361816
	Iteration 46Q: 3 clusters Score -332108.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -332109.156250 Penalty: 2834.361816
	Iteration 47Q: 3 clusters Score -332109.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -332109.156250 Penalty: 2834.361816
	Iteration 48F: 3 clusters Score -332109.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -75428.046875 Penalty: 1167.132202
	Iteration 0F: 2 clusters Score -75428.05 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 674 members 
Entering Unmasked Estep 
Score: -73760.671875 Penalty: 2334.264404
	Iteration 0F: 3 clusters Score -73760.67 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -74102.554688 Penalty: 2334.264404
	Iteration 1F: 3 clusters Score -74102.55 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -74198.234375 Penalty: 2334.264404
	Iteration 2F: 3 clusters Score -74198.23 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -74246.000000 Penalty: 2334.264404
	Iteration 3Q: 3 clusters Score -74246 nChanged 37
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: -74280.179688 Penalty: 2334.264404
	Iteration 4Q: 3 clusters Score -74280.18 nChanged 24
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: -74296.320312 Penalty: 2334.264404
	Iteration 5Q: 3 clusters Score -74296.32 nChanged 8
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: -74299.523438 Penalty: 2334.264404
	Iteration 6Q: 3 clusters Score -74299.52 nChanged 5
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: -74302.796875 Penalty: 2334.264404
	Iteration 7Q: 3 clusters Score -74302.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -74309.070312 Penalty: 2334.264404
	Iteration 8Q: 3 clusters Score -74309.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -74313.984375 Penalty: 2334.264404
	Iteration 9Q: 3 clusters Score -74313.98 nChanged 6
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: -74318.476562 Penalty: 2334.264404
	Iteration 10Q: 3 clusters Score -74318.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -74324.382812 Penalty: 2334.264404
	Iteration 11Q: 3 clusters Score -74324.38 nChanged 6
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: -74328.726562 Penalty: 2334.264404
	Iteration 12Q: 3 clusters Score -74328.73 nChanged 0
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: -74328.726562 Penalty: 2334.264404
	Iteration 13F: 3 clusters Score -74328.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -72193.937500 Penalty: 1162.625000
	Iteration 0F: 2 clusters Score -72193.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -70548.226562 Penalty: 2325.250000
	Iteration 0F: 3 clusters Score -70548.23 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -70869.851562 Penalty: 2325.250000
	Iteration 1F: 3 clusters Score -70869.85 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -70968.906250 Penalty: 2325.250000
	Iteration 2F: 3 clusters Score -70968.91 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -71024.578125 Penalty: 2325.250000
	Iteration 3Q: 3 clusters Score -71024.58 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -71072.875000 Penalty: 2325.250000
	Iteration 4Q: 3 clusters Score -71072.88 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -71112.757812 Penalty: 2325.250000
	Iteration 5Q: 3 clusters Score -71112.76 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -71151.359375 Penalty: 2325.250000
	Iteration 6Q: 3 clusters Score -71151.36 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -71183.234375 Penalty: 2325.250000
	Iteration 7Q: 3 clusters Score -71183.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -71202.914062 Penalty: 2325.250000
	Iteration 8Q: 3 clusters Score -71202.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -71217.773438 Penalty: 2325.250000
	Iteration 9Q: 3 clusters Score -71217.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -71231.531250 Penalty: 2325.250000
	Iteration 10Q: 3 clusters Score -71231.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -71237.765625 Penalty: 2325.250000
	Iteration 11Q: 3 clusters Score -71237.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -71246.046875 Penalty: 2325.250000
	Iteration 12Q: 3 clusters Score -71246.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -71248.929688 Penalty: 2325.250000
	Iteration 13Q: 3 clusters Score -71248.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -71251.609375 Penalty: 2325.250000
	Iteration 14Q: 3 clusters Score -71251.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -71256.968750 Penalty: 2325.250000
	Iteration 15Q: 3 clusters Score -71256.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -71262.093750 Penalty: 2325.250000
	Iteration 16Q: 3 clusters Score -71262.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -71266.570312 Penalty: 2325.250000
	Iteration 17Q: 3 clusters Score -71266.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -71269.656250 Penalty: 2325.250000
	Iteration 18Q: 3 clusters Score -71269.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -71272.687500 Penalty: 2325.250000
	Iteration 19Q: 3 clusters Score -71272.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -71276.070312 Penalty: 2325.250000
	Iteration 20F: 3 clusters Score -71276.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -71279.062500 Penalty: 2325.250000
	Iteration 21Q: 3 clusters Score -71279.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -71279.421875 Penalty: 2325.250000
	Iteration 22Q: 3 clusters Score -71279.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -71279.421875 Penalty: 2325.250000
	Iteration 23F: 3 clusters Score -71279.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (493471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493471 members 
Entering Unmasked Estep 
Score: -31248434.000000 Penalty: 2130.248291
	Iteration 0F: 2 clusters Score -3.124843e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246420 members 
Mstep: Class 2 contains 247051 members 
Entering Unmasked Estep 
Score: -30916116.000000 Penalty: 4260.496582
	Iteration 0F: 3 clusters Score -3.091612e+07 nChanged 242017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234203 members 
Mstep: Class 2 contains 259268 members 
Entering Unmasked Estep 
Score: -31064574.000000 Penalty: 4260.496582
	Iteration 1F: 3 clusters Score -3.106457e+07 nChanged 17174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226911 members 
Mstep: Class 2 contains 266560 members 
Entering Unmasked Estep 
Score: -31070316.000000 Penalty: 4260.496582
	Iteration 2Q: 3 clusters Score -3.107032e+07 nChanged 20980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216265 members 
Mstep: Class 2 contains 277206 members 
Entering Unmasked Estep 
Score: -31079032.000000 Penalty: 4260.496582
	Iteration 3Q: 3 clusters Score -3.107903e+07 nChanged 24793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201786 members 
Mstep: Class 2 contains 291685 members 
Entering Unmasked Estep 
Score: -31091022.000000 Penalty: 4260.496582
	Iteration 4F: 3 clusters Score -3.109102e+07 nChanged 27887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183613 members 
Mstep: Class 2 contains 309858 members 
Entering Unmasked Estep 
Score: -31106198.000000 Penalty: 4260.496582
	Iteration 5F: 3 clusters Score -3.11062e+07 nChanged 29495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162190 members 
Mstep: Class 2 contains 331281 members 
Entering Unmasked Estep 
Score: -31124002.000000 Penalty: 4260.496582
	Iteration 6F: 3 clusters Score -3.1124e+07 nChanged 28948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139404 members 
Mstep: Class 2 contains 354067 members 
Entering Unmasked Estep 
Score: -31143626.000000 Penalty: 4260.496582
	Iteration 7F: 3 clusters Score -3.114363e+07 nChanged 26844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117314 members 
Mstep: Class 2 contains 376157 members 
Entering Unmasked Estep 
Score: -31163386.000000 Penalty: 4260.496582
	Iteration 8F: 3 clusters Score -3.116339e+07 nChanged 22561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98403 members 
Mstep: Class 2 contains 395068 members 
Entering Unmasked Estep 
Score: -31180224.000000 Penalty: 4260.496582
	Iteration 9Q: 3 clusters Score -3.118022e+07 nChanged 17740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83085 members 
Mstep: Class 2 contains 410386 members 
Entering Unmasked Estep 
Score: -31192118.000000 Penalty: 4260.496582
	Iteration 10Q: 3 clusters Score -3.119212e+07 nChanged 14030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69941 members 
Mstep: Class 2 contains 423530 members 
Entering Unmasked Estep 
Score: -31200974.000000 Penalty: 4260.496582
	Iteration 11Q: 3 clusters Score -3.120097e+07 nChanged 12016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58025 members 
Mstep: Class 2 contains 435446 members 
Entering Unmasked Estep 
Score: -31208240.000000 Penalty: 4260.496582
	Iteration 12Q: 3 clusters Score -3.120824e+07 nChanged 11055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46972 members 
Mstep: Class 2 contains 446499 members 
Entering Unmasked Estep 
Score: -31214772.000000 Penalty: 4260.496582
	Iteration 13Q: 3 clusters Score -3.121477e+07 nChanged 10111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 456610 members 
Entering Unmasked Estep 
Score: -31220720.000000 Penalty: 4260.496582
	Iteration 14Q: 3 clusters Score -3.122072e+07 nChanged 9147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 465757 members 
Entering Unmasked Estep 
Score: -31226872.000000 Penalty: 4260.496582
	Iteration 15Q: 3 clusters Score -3.122687e+07 nChanged 7965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 473722 members 
Entering Unmasked Estep 
Score: -31232502.000000 Penalty: 4260.496582
	Iteration 16Q: 3 clusters Score -3.12325e+07 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 480303 members 
Entering Unmasked Estep 
Score: -31237162.000000 Penalty: 4260.496582
	Iteration 17Q: 3 clusters Score -3.123716e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 485258 members 
Entering Unmasked Estep 
Score: -31240730.000000 Penalty: 4260.496582
	Iteration 18Q: 3 clusters Score -3.124073e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 488684 members 
Entering Unmasked Estep 
Score: -31243228.000000 Penalty: 4260.496582
	Iteration 19Q: 3 clusters Score -3.124323e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 490838 members 
Entering Unmasked Estep 
Score: -31244994.000000 Penalty: 4260.496582
	Iteration 20F: 3 clusters Score -3.124499e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 492001 members 
Entering Unmasked Estep 
Score: -31245680.000000 Penalty: 4260.496582
	Iteration 21Q: 3 clusters Score -3.124568e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 492589 members 
Entering Unmasked Estep 
Score: -31246130.000000 Penalty: 4260.496582
	Iteration 22Q: 3 clusters Score -3.124613e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 492862 members 
Entering Unmasked Estep 
Score: -31246268.000000 Penalty: 4260.496582
	Iteration 23Q: 3 clusters Score -3.124627e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 492982 members 
Entering Unmasked Estep 
Score: -31246382.000000 Penalty: 4260.496582
	Iteration 24Q: 3 clusters Score -3.124638e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 493050 members 
Entering Unmasked Estep 
Score: -31246474.000000 Penalty: 4260.496582
	Iteration 25Q: 3 clusters Score -3.124647e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 493089 members 
Entering Unmasked Estep 
Score: -31246494.000000 Penalty: 4260.496582
	Iteration 26Q: 3 clusters Score -3.124649e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 493109 members 
Entering Unmasked Estep 
Score: -31246498.000000 Penalty: 4260.496582
	Iteration 27Q: 3 clusters Score -3.12465e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 493121 members 
Entering Unmasked Estep 
Score: -31246532.000000 Penalty: 4260.496582
	Iteration 28Q: 3 clusters Score -3.124653e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 493131 members 
Entering Unmasked Estep 
Score: -31246538.000000 Penalty: 4260.496582
	Iteration 29Q: 3 clusters Score -3.124654e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 493143 members 
Entering Unmasked Estep 
Score: -31246528.000000 Penalty: 4260.496582
	Iteration 30Q: 3 clusters Score -3.124653e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 493145 members 
Entering Unmasked Estep 
Score: -31246538.000000 Penalty: 4260.496582
	Iteration 31Q: 3 clusters Score -3.124654e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 493152 members 
Entering Unmasked Estep 
Score: -31246556.000000 Penalty: 4260.496582
	Iteration 32Q: 3 clusters Score -3.124656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 493157 members 
Entering Unmasked Estep 
Score: -31246560.000000 Penalty: 4260.496582
	Iteration 33Q: 3 clusters Score -3.124656e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 493163 members 
Entering Unmasked Estep 
Score: -31246554.000000 Penalty: 4260.496582
	Iteration 34Q: 3 clusters Score -3.124655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 493165 members 
Entering Unmasked Estep 
Score: -31246574.000000 Penalty: 4260.496582
	Iteration 35Q: 3 clusters Score -3.124657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 493166 members 
Entering Unmasked Estep 
Score: -31246586.000000 Penalty: 4260.496582
	Iteration 36Q: 3 clusters Score -3.124659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 493167 members 
Entering Unmasked Estep 
Score: -31246592.000000 Penalty: 4260.496582
	Iteration 37Q: 3 clusters Score -3.124659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 493167 members 
Entering Unmasked Estep 
Score: -31246580.000000 Penalty: 4260.496582
	Iteration 38Q: 3 clusters Score -3.124658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 493170 members 
Entering Unmasked Estep 
Score: -31246586.000000 Penalty: 4260.496582
	Iteration 39Q: 3 clusters Score -3.124659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 493168 members 
Entering Unmasked Estep 
Score: -31246592.000000 Penalty: 4260.496582
	Iteration 40F: 3 clusters Score -3.124659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 493166 members 
Entering Unmasked Estep 
Score: -31246572.000000 Penalty: 4260.496582
	Iteration 41Q: 3 clusters Score -3.124657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 493166 members 
Entering Unmasked Estep 
Score: -31246572.000000 Penalty: 4260.496582
	Iteration 42F: 3 clusters Score -3.124657e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Entering Unmasked Estep 
Score: -618479.750000 Penalty: 1494.866577
	Iteration 0F: 2 clusters Score -618479.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -611346.125000 Penalty: 2989.733154
	Iteration 0F: 3 clusters Score -611346.1 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -613660.437500 Penalty: 2989.733154
	Iteration 1F: 3 clusters Score -613660.4 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -613987.375000 Penalty: 2989.733154
	Iteration 2F: 3 clusters Score -613987.4 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -614312.375000 Penalty: 2989.733154
	Iteration 3F: 3 clusters Score -614312.4 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -614701.750000 Penalty: 2989.733154
	Iteration 4F: 3 clusters Score -614701.8 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -615170.937500 Penalty: 2989.733154
	Iteration 5F: 3 clusters Score -615170.9 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -615687.437500 Penalty: 2989.733154
	Iteration 6F: 3 clusters Score -615687.4 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -616166.937500 Penalty: 2989.733154
	Iteration 7F: 3 clusters Score -616166.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -616602.312500 Penalty: 2989.733154
	Iteration 8Q: 3 clusters Score -616602.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -616984.937500 Penalty: 2989.733154
	Iteration 9Q: 3 clusters Score -616984.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -617242.250000 Penalty: 2989.733154
	Iteration 10Q: 3 clusters Score -617242.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -617390.687500 Penalty: 2989.733154
	Iteration 11Q: 3 clusters Score -617390.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -617483.500000 Penalty: 2989.733154
	Iteration 12Q: 3 clusters Score -617483.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -617528.437500 Penalty: 2989.733154
	Iteration 13Q: 3 clusters Score -617528.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -617550.875000 Penalty: 2989.733154
	Iteration 14Q: 3 clusters Score -617550.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -617572.062500 Penalty: 2989.733154
	Iteration 15Q: 3 clusters Score -617572.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -617585.937500 Penalty: 2989.733154
	Iteration 16Q: 3 clusters Score -617585.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -617595.312500 Penalty: 2989.733154
	Iteration 17Q: 3 clusters Score -617595.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -617611.187500 Penalty: 2989.733154
	Iteration 18Q: 3 clusters Score -617611.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -617624.125000 Penalty: 2989.733154
	Iteration 19Q: 3 clusters Score -617624.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -617633.625000 Penalty: 2989.733154
	Iteration 20F: 3 clusters Score -617633.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -617640.312500 Penalty: 2989.733154
	Iteration 21Q: 3 clusters Score -617640.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -617645.437500 Penalty: 2989.733154
	Iteration 22Q: 3 clusters Score -617645.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -617647.625000 Penalty: 2989.733154
	Iteration 23Q: 3 clusters Score -617647.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -617648.500000 Penalty: 2989.733154
	Iteration 24Q: 3 clusters Score -617648.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -617651.375000 Penalty: 2989.733154
	Iteration 25Q: 3 clusters Score -617651.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -617652.500000 Penalty: 2989.733154
	Iteration 26Q: 3 clusters Score -617652.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -617652.437500 Penalty: 2989.733154
	Iteration 27Q: 3 clusters Score -617652.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -617653.562500 Penalty: 2989.733154
	Iteration 28Q: 3 clusters Score -617653.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -617653.937500 Penalty: 2989.733154
	Iteration 29Q: 3 clusters Score -617653.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -617655.625000 Penalty: 2989.733154
	Iteration 30Q: 3 clusters Score -617655.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -617654.750000 Penalty: 2989.733154
	Iteration 31Q: 3 clusters Score -617654.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -617655.437500 Penalty: 2989.733154
	Iteration 32Q: 3 clusters Score -617655.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -617656.312500 Penalty: 2989.733154
	Iteration 33Q: 3 clusters Score -617656.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -617656.125000 Penalty: 2989.733154
	Iteration 34Q: 3 clusters Score -617656.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -617656.562500 Penalty: 2989.733154
	Iteration 35Q: 3 clusters Score -617656.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -617656.562500 Penalty: 2989.733154
	Iteration 36F: 3 clusters Score -617656.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Entering Unmasked Estep 
Score: -675493.500000 Penalty: 1507.294678
	Iteration 0F: 2 clusters Score -675493.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -667972.875000 Penalty: 3014.589355
	Iteration 0F: 3 clusters Score -667972.9 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -670400.312500 Penalty: 3014.589355
	Iteration 1F: 3 clusters Score -670400.3 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -670618.875000 Penalty: 3014.589355
	Iteration 2F: 3 clusters Score -670618.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -670809.750000 Penalty: 3014.589355
	Iteration 3Q: 3 clusters Score -670809.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -670987.937500 Penalty: 3014.589355
	Iteration 4Q: 3 clusters Score -670987.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -671234.500000 Penalty: 3014.589355
	Iteration 5Q: 3 clusters Score -671234.5 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -671592.687500 Penalty: 3014.589355
	Iteration 6F: 3 clusters Score -671592.7 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -672021.500000 Penalty: 3014.589355
	Iteration 7F: 3 clusters Score -672021.5 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -672465.500000 Penalty: 3014.589355
	Iteration 8F: 3 clusters Score -672465.5 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -672852.437500 Penalty: 3014.589355
	Iteration 9F: 3 clusters Score -672852.4 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -673155.375000 Penalty: 3014.589355
	Iteration 10Q: 3 clusters Score -673155.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -673368.312500 Penalty: 3014.589355
	Iteration 11Q: 3 clusters Score -673368.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -673507.125000 Penalty: 3014.589355
	Iteration 12Q: 3 clusters Score -673507.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -673593.625000 Penalty: 3014.589355
	Iteration 13Q: 3 clusters Score -673593.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -673667.000000 Penalty: 3014.589355
	Iteration 14Q: 3 clusters Score -673667 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -673725.625000 Penalty: 3014.589355
	Iteration 15Q: 3 clusters Score -673725.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -673774.250000 Penalty: 3014.589355
	Iteration 16Q: 3 clusters Score -673774.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -673815.062500 Penalty: 3014.589355
	Iteration 17Q: 3 clusters Score -673815.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -673862.125000 Penalty: 3014.589355
	Iteration 18Q: 3 clusters Score -673862.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -673906.812500 Penalty: 3014.589355
	Iteration 19Q: 3 clusters Score -673906.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -673941.187500 Penalty: 3014.589355
	Iteration 20F: 3 clusters Score -673941.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -673971.812500 Penalty: 3014.589355
	Iteration 21Q: 3 clusters Score -673971.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -673999.812500 Penalty: 3014.589355
	Iteration 22Q: 3 clusters Score -673999.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -674024.562500 Penalty: 3014.589355
	Iteration 23Q: 3 clusters Score -674024.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -674058.687500 Penalty: 3014.589355
	Iteration 24Q: 3 clusters Score -674058.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -674102.312500 Penalty: 3014.589355
	Iteration 25Q: 3 clusters Score -674102.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -674139.375000 Penalty: 3014.589355
	Iteration 26Q: 3 clusters Score -674139.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -674173.875000 Penalty: 3014.589355
	Iteration 27Q: 3 clusters Score -674173.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -674209.500000 Penalty: 3014.589355
	Iteration 28Q: 3 clusters Score -674209.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -674243.500000 Penalty: 3014.589355
	Iteration 29Q: 3 clusters Score -674243.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -674271.187500 Penalty: 3014.589355
	Iteration 30Q: 3 clusters Score -674271.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -674294.687500 Penalty: 3014.589355
	Iteration 31Q: 3 clusters Score -674294.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -674317.250000 Penalty: 3014.589355
	Iteration 32Q: 3 clusters Score -674317.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -674343.937500 Penalty: 3014.589355
	Iteration 33Q: 3 clusters Score -674343.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -674364.125000 Penalty: 3014.589355
	Iteration 34Q: 3 clusters Score -674364.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -674381.937500 Penalty: 3014.589355
	Iteration 35Q: 3 clusters Score -674381.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -674396.875000 Penalty: 3014.589355
	Iteration 36Q: 3 clusters Score -674396.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -674409.312500 Penalty: 3014.589355
	Iteration 37Q: 3 clusters Score -674409.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -674424.187500 Penalty: 3014.589355
	Iteration 38Q: 3 clusters Score -674424.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -674437.062500 Penalty: 3014.589355
	Iteration 39Q: 3 clusters Score -674437.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -674448.250000 Penalty: 3014.589355
	Iteration 40F: 3 clusters Score -674448.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -674456.062500 Penalty: 3014.589355
	Iteration 41Q: 3 clusters Score -674456.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -674457.750000 Penalty: 3014.589355
	Iteration 42Q: 3 clusters Score -674457.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -674463.375000 Penalty: 3014.589355
	Iteration 43Q: 3 clusters Score -674463.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -674465.937500 Penalty: 3014.589355
	Iteration 44Q: 3 clusters Score -674465.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -674468.062500 Penalty: 3014.589355
	Iteration 45Q: 3 clusters Score -674468.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -674467.937500 Penalty: 3014.589355
	Iteration 46Q: 3 clusters Score -674467.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -674470.562500 Penalty: 3014.589355
	Iteration 47Q: 3 clusters Score -674470.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -674472.687500 Penalty: 3014.589355
	Iteration 48Q: 3 clusters Score -674472.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -674478.437500 Penalty: 3014.589355
	Iteration 49Q: 3 clusters Score -674478.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -674482.125000 Penalty: 3014.589355
	Iteration 50Q: 3 clusters Score -674482.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -674486.875000 Penalty: 3014.589355
	Iteration 51Q: 3 clusters Score -674486.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -674490.250000 Penalty: 3014.589355
	Iteration 52Q: 3 clusters Score -674490.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -674492.125000 Penalty: 3014.589355
	Iteration 53Q: 3 clusters Score -674492.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -674499.187500 Penalty: 3014.589355
	Iteration 54Q: 3 clusters Score -674499.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -674505.125000 Penalty: 3014.589355
	Iteration 55Q: 3 clusters Score -674505.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -674508.437500 Penalty: 3014.589355
	Iteration 56Q: 3 clusters Score -674508.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -674512.750000 Penalty: 3014.589355
	Iteration 57Q: 3 clusters Score -674512.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -674517.562500 Penalty: 3014.589355
	Iteration 58Q: 3 clusters Score -674517.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -674521.375000 Penalty: 3014.589355
	Iteration 59Q: 3 clusters Score -674521.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -674522.062500 Penalty: 3014.589355
	Iteration 60F: 3 clusters Score -674522.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -674523.187500 Penalty: 3014.589355
	Iteration 61Q: 3 clusters Score -674523.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -674525.312500 Penalty: 3014.589355
	Iteration 62Q: 3 clusters Score -674525.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -674530.562500 Penalty: 3014.589355
	Iteration 63Q: 3 clusters Score -674530.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -674533.437500 Penalty: 3014.589355
	Iteration 64Q: 3 clusters Score -674533.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -674536.125000 Penalty: 3014.589355
	Iteration 65Q: 3 clusters Score -674536.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -674537.937500 Penalty: 3014.589355
	Iteration 66Q: 3 clusters Score -674537.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -674539.687500 Penalty: 3014.589355
	Iteration 67Q: 3 clusters Score -674539.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -674540.687500 Penalty: 3014.589355
	Iteration 68Q: 3 clusters Score -674540.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -674542.375000 Penalty: 3014.589355
	Iteration 69Q: 3 clusters Score -674542.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -674542.437500 Penalty: 3014.589355
	Iteration 70Q: 3 clusters Score -674542.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -674542.625000 Penalty: 3014.589355
	Iteration 71Q: 3 clusters Score -674542.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -674543.937500 Penalty: 3014.589355
	Iteration 72Q: 3 clusters Score -674543.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -674543.750000 Penalty: 3014.589355
	Iteration 73Q: 3 clusters Score -674543.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -674543.875000 Penalty: 3014.589355
	Iteration 74Q: 3 clusters Score -674543.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -674542.937500 Penalty: 3014.589355
	Iteration 75Q: 3 clusters Score -674542.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -674546.125000 Penalty: 3014.589355
	Iteration 76Q: 3 clusters Score -674546.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -674546.875000 Penalty: 3014.589355
	Iteration 77Q: 3 clusters Score -674546.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -674548.625000 Penalty: 3014.589355
	Iteration 78Q: 3 clusters Score -674548.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -674550.250000 Penalty: 3014.589355
	Iteration 79Q: 3 clusters Score -674550.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -674550.187500 Penalty: 3014.589355
	Iteration 80F: 3 clusters Score -674550.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -674549.562500 Penalty: 3014.589355
	Iteration 81Q: 3 clusters Score -674549.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -674549.625000 Penalty: 3014.589355
	Iteration 82Q: 3 clusters Score -674549.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -674550.000000 Penalty: 3014.589355
	Iteration 83Q: 3 clusters Score -674550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -674550.750000 Penalty: 3014.589355
	Iteration 84Q: 3 clusters Score -674550.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -674549.687500 Penalty: 3014.589355
	Iteration 85Q: 3 clusters Score -674549.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -674549.875000 Penalty: 3014.589355
	Iteration 86Q: 3 clusters Score -674549.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -674549.875000 Penalty: 3014.589355
	Iteration 87F: 3 clusters Score -674549.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Entering Unmasked Estep 
Score: -716998.687500 Penalty: 1514.965698
	Iteration 0F: 2 clusters Score -716998.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -709108.250000 Penalty: 3029.931396
	Iteration 0F: 3 clusters Score -709108.2 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -711835.812500 Penalty: 3029.931396
	Iteration 1F: 3 clusters Score -711835.8 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -712206.125000 Penalty: 3029.931396
	Iteration 2F: 3 clusters Score -712206.1 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -712615.000000 Penalty: 3029.931396
	Iteration 3F: 3 clusters Score -712615 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -713021.000000 Penalty: 3029.931396
	Iteration 4F: 3 clusters Score -713021 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -713400.312500 Penalty: 3029.931396
	Iteration 5F: 3 clusters Score -713400.3 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -713797.625000 Penalty: 3029.931396
	Iteration 6F: 3 clusters Score -713797.6 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -714188.250000 Penalty: 3029.931396
	Iteration 7F: 3 clusters Score -714188.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -714566.187500 Penalty: 3029.931396
	Iteration 8F: 3 clusters Score -714566.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -714788.500000 Penalty: 3029.931396
	Iteration 9Q: 3 clusters Score -714788.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -714964.125000 Penalty: 3029.931396
	Iteration 10Q: 3 clusters Score -714964.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -715092.125000 Penalty: 3029.931396
	Iteration 11Q: 3 clusters Score -715092.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -715180.437500 Penalty: 3029.931396
	Iteration 12Q: 3 clusters Score -715180.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -715264.562500 Penalty: 3029.931396
	Iteration 13Q: 3 clusters Score -715264.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -715340.875000 Penalty: 3029.931396
	Iteration 14Q: 3 clusters Score -715340.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -715417.375000 Penalty: 3029.931396
	Iteration 15Q: 3 clusters Score -715417.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -715489.250000 Penalty: 3029.931396
	Iteration 16Q: 3 clusters Score -715489.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -715553.875000 Penalty: 3029.931396
	Iteration 17Q: 3 clusters Score -715553.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -715613.062500 Penalty: 3029.931396
	Iteration 18Q: 3 clusters Score -715613.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -715664.250000 Penalty: 3029.931396
	Iteration 19Q: 3 clusters Score -715664.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -715712.812500 Penalty: 3029.931396
	Iteration 20F: 3 clusters Score -715712.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -715756.375000 Penalty: 3029.931396
	Iteration 21Q: 3 clusters Score -715756.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -715798.500000 Penalty: 3029.931396
	Iteration 22Q: 3 clusters Score -715798.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -715836.562500 Penalty: 3029.931396
	Iteration 23Q: 3 clusters Score -715836.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -715864.312500 Penalty: 3029.931396
	Iteration 24Q: 3 clusters Score -715864.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -715891.437500 Penalty: 3029.931396
	Iteration 25Q: 3 clusters Score -715891.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -715908.437500 Penalty: 3029.931396
	Iteration 26Q: 3 clusters Score -715908.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -715923.562500 Penalty: 3029.931396
	Iteration 27Q: 3 clusters Score -715923.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -715938.562500 Penalty: 3029.931396
	Iteration 28Q: 3 clusters Score -715938.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -715953.812500 Penalty: 3029.931396
	Iteration 29Q: 3 clusters Score -715953.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -715964.687500 Penalty: 3029.931396
	Iteration 30Q: 3 clusters Score -715964.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -715981.125000 Penalty: 3029.931396
	Iteration 31Q: 3 clusters Score -715981.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -715999.125000 Penalty: 3029.931396
	Iteration 32Q: 3 clusters Score -715999.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -716015.375000 Penalty: 3029.931396
	Iteration 33Q: 3 clusters Score -716015.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -716025.312500 Penalty: 3029.931396
	Iteration 34Q: 3 clusters Score -716025.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -716037.500000 Penalty: 3029.931396
	Iteration 35Q: 3 clusters Score -716037.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -716045.812500 Penalty: 3029.931396
	Iteration 36Q: 3 clusters Score -716045.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -716051.562500 Penalty: 3029.931396
	Iteration 37Q: 3 clusters Score -716051.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -716055.375000 Penalty: 3029.931396
	Iteration 38Q: 3 clusters Score -716055.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -716058.062500 Penalty: 3029.931396
	Iteration 39Q: 3 clusters Score -716058.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -716062.000000 Penalty: 3029.931396
	Iteration 40F: 3 clusters Score -716062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -716065.562500 Penalty: 3029.931396
	Iteration 41Q: 3 clusters Score -716065.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -716067.312500 Penalty: 3029.931396
	Iteration 42Q: 3 clusters Score -716067.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -716068.375000 Penalty: 3029.931396
	Iteration 43Q: 3 clusters Score -716068.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -716070.750000 Penalty: 3029.931396
	Iteration 44Q: 3 clusters Score -716070.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -716073.062500 Penalty: 3029.931396
	Iteration 45Q: 3 clusters Score -716073.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -716073.312500 Penalty: 3029.931396
	Iteration 46Q: 3 clusters Score -716073.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -716075.437500 Penalty: 3029.931396
	Iteration 47Q: 3 clusters Score -716075.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -716076.250000 Penalty: 3029.931396
	Iteration 48Q: 3 clusters Score -716076.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -716075.187500 Penalty: 3029.931396
	Iteration 49Q: 3 clusters Score -716075.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -716075.437500 Penalty: 3029.931396
	Iteration 50Q: 3 clusters Score -716075.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -716076.562500 Penalty: 3029.931396
	Iteration 51Q: 3 clusters Score -716076.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -716075.875000 Penalty: 3029.931396
	Iteration 52Q: 3 clusters Score -716075.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -716081.937500 Penalty: 3029.931396
	Iteration 53Q: 3 clusters Score -716081.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -716081.562500 Penalty: 3029.931396
	Iteration 54Q: 3 clusters Score -716081.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -716082.062500 Penalty: 3029.931396
	Iteration 55Q: 3 clusters Score -716082.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -716084.875000 Penalty: 3029.931396
	Iteration 56Q: 3 clusters Score -716084.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -716083.312500 Penalty: 3029.931396
	Iteration 57Q: 3 clusters Score -716083.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -716083.312500 Penalty: 3029.931396
	Iteration 58F: 3 clusters Score -716083.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Entering Unmasked Estep 
Score: -442334.687500 Penalty: 1442.188721
	Iteration 0F: 2 clusters Score -442334.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -437014.906250 Penalty: 2884.377441
	Iteration 0F: 3 clusters Score -437014.9 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -438547.093750 Penalty: 2884.377441
	Iteration 1F: 3 clusters Score -438547.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -438777.406250 Penalty: 2884.377441
	Iteration 2F: 3 clusters Score -438777.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -438964.718750 Penalty: 2884.377441
	Iteration 3F: 3 clusters Score -438964.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -439139.187500 Penalty: 2884.377441
	Iteration 4Q: 3 clusters Score -439139.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -439285.031250 Penalty: 2884.377441
	Iteration 5Q: 3 clusters Score -439285 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -439425.468750 Penalty: 2884.377441
	Iteration 6Q: 3 clusters Score -439425.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -439567.750000 Penalty: 2884.377441
	Iteration 7Q: 3 clusters Score -439567.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -439723.125000 Penalty: 2884.377441
	Iteration 8Q: 3 clusters Score -439723.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -439871.750000 Penalty: 2884.377441
	Iteration 9Q: 3 clusters Score -439871.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -440019.281250 Penalty: 2884.377441
	Iteration 10Q: 3 clusters Score -440019.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -440165.093750 Penalty: 2884.377441
	Iteration 11Q: 3 clusters Score -440165.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -440298.968750 Penalty: 2884.377441
	Iteration 12Q: 3 clusters Score -440299 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -440398.718750 Penalty: 2884.377441
	Iteration 13Q: 3 clusters Score -440398.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -440480.312500 Penalty: 2884.377441
	Iteration 14Q: 3 clusters Score -440480.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -440548.437500 Penalty: 2884.377441
	Iteration 15Q: 3 clusters Score -440548.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -440607.687500 Penalty: 2884.377441
	Iteration 16Q: 3 clusters Score -440607.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -440658.625000 Penalty: 2884.377441
	Iteration 17Q: 3 clusters Score -440658.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -440701.562500 Penalty: 2884.377441
	Iteration 18Q: 3 clusters Score -440701.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -440739.625000 Penalty: 2884.377441
	Iteration 19Q: 3 clusters Score -440739.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -440770.218750 Penalty: 2884.377441
	Iteration 20F: 3 clusters Score -440770.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -440799.250000 Penalty: 2884.377441
	Iteration 21Q: 3 clusters Score -440799.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -440829.218750 Penalty: 2884.377441
	Iteration 22Q: 3 clusters Score -440829.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -440856.406250 Penalty: 2884.377441
	Iteration 23Q: 3 clusters Score -440856.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -440888.781250 Penalty: 2884.377441
	Iteration 24Q: 3 clusters Score -440888.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -440919.093750 Penalty: 2884.377441
	Iteration 25Q: 3 clusters Score -440919.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -440946.125000 Penalty: 2884.377441
	Iteration 26Q: 3 clusters Score -440946.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -440972.031250 Penalty: 2884.377441
	Iteration 27Q: 3 clusters Score -440972 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -440985.531250 Penalty: 2884.377441
	Iteration 28Q: 3 clusters Score -440985.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -440998.125000 Penalty: 2884.377441
	Iteration 29Q: 3 clusters Score -440998.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -441008.750000 Penalty: 2884.377441
	Iteration 30Q: 3 clusters Score -441008.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -441022.156250 Penalty: 2884.377441
	Iteration 31Q: 3 clusters Score -441022.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -441033.125000 Penalty: 2884.377441
	Iteration 32Q: 3 clusters Score -441033.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -441043.031250 Penalty: 2884.377441
	Iteration 33Q: 3 clusters Score -441043 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -441052.250000 Penalty: 2884.377441
	Iteration 34Q: 3 clusters Score -441052.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -441055.875000 Penalty: 2884.377441
	Iteration 35Q: 3 clusters Score -441055.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -441061.312500 Penalty: 2884.377441
	Iteration 36Q: 3 clusters Score -441061.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -441065.437500 Penalty: 2884.377441
	Iteration 37Q: 3 clusters Score -441065.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -441067.093750 Penalty: 2884.377441
	Iteration 38Q: 3 clusters Score -441067.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -441068.468750 Penalty: 2884.377441
	Iteration 39Q: 3 clusters Score -441068.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -441071.343750 Penalty: 2884.377441
	Iteration 40F: 3 clusters Score -441071.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -441073.187500 Penalty: 2884.377441
	Iteration 41Q: 3 clusters Score -441073.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -441073.281250 Penalty: 2884.377441
	Iteration 42Q: 3 clusters Score -441073.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -441073.125000 Penalty: 2884.377441
	Iteration 43Q: 3 clusters Score -441073.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -441074.062500 Penalty: 2884.377441
	Iteration 44Q: 3 clusters Score -441074.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -441074.625000 Penalty: 2884.377441
	Iteration 45Q: 3 clusters Score -441074.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -441074.625000 Penalty: 2884.377441
	Iteration 46F: 3 clusters Score -441074.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -133492.703125 Penalty: 1246.292969
	Iteration 0F: 2 clusters Score -133492.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -131311.750000 Penalty: 2492.585938
	Iteration 0F: 3 clusters Score -131311.8 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -131843.125000 Penalty: 2492.585938
	Iteration 1F: 3 clusters Score -131843.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -131979.921875 Penalty: 2492.585938
	Iteration 2F: 3 clusters Score -131979.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -132057.609375 Penalty: 2492.585938
	Iteration 3Q: 3 clusters Score -132057.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -132113.312500 Penalty: 2492.585938
	Iteration 4Q: 3 clusters Score -132113.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -132156.578125 Penalty: 2492.585938
	Iteration 5Q: 3 clusters Score -132156.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -132187.140625 Penalty: 2492.585938
	Iteration 6Q: 3 clusters Score -132187.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -132208.406250 Penalty: 2492.585938
	Iteration 7Q: 3 clusters Score -132208.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -132223.296875 Penalty: 2492.585938
	Iteration 8Q: 3 clusters Score -132223.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -132237.078125 Penalty: 2492.585938
	Iteration 9Q: 3 clusters Score -132237.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -132244.640625 Penalty: 2492.585938
	Iteration 10Q: 3 clusters Score -132244.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -132253.812500 Penalty: 2492.585938
	Iteration 11Q: 3 clusters Score -132253.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -132263.093750 Penalty: 2492.585938
	Iteration 12Q: 3 clusters Score -132263.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -132275.031250 Penalty: 2492.585938
	Iteration 13Q: 3 clusters Score -132275 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -132284.656250 Penalty: 2492.585938
	Iteration 14Q: 3 clusters Score -132284.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -132293.312500 Penalty: 2492.585938
	Iteration 15Q: 3 clusters Score -132293.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -132302.656250 Penalty: 2492.585938
	Iteration 16Q: 3 clusters Score -132302.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -132309.937500 Penalty: 2492.585938
	Iteration 17Q: 3 clusters Score -132309.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -132311.656250 Penalty: 2492.585938
	Iteration 18Q: 3 clusters Score -132311.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -132314.218750 Penalty: 2492.585938
	Iteration 19Q: 3 clusters Score -132314.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -132317.984375 Penalty: 2492.585938
	Iteration 20F: 3 clusters Score -132318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -132321.718750 Penalty: 2492.585938
	Iteration 21Q: 3 clusters Score -132321.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -132323.687500 Penalty: 2492.585938
	Iteration 22Q: 3 clusters Score -132323.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -132327.812500 Penalty: 2492.585938
	Iteration 23Q: 3 clusters Score -132327.8 nChanged 10
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: -132333.921875 Penalty: 2492.585938
	Iteration 24Q: 3 clusters Score -132333.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -132337.843750 Penalty: 2492.585938
	Iteration 25Q: 3 clusters Score -132337.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -132342.875000 Penalty: 2492.585938
	Iteration 26Q: 3 clusters Score -132342.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -132347.343750 Penalty: 2492.585938
	Iteration 27Q: 3 clusters Score -132347.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -132350.875000 Penalty: 2492.585938
	Iteration 28Q: 3 clusters Score -132350.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -132352.937500 Penalty: 2492.585938
	Iteration 29Q: 3 clusters Score -132352.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -132354.203125 Penalty: 2492.585938
	Iteration 30Q: 3 clusters Score -132354.2 nChanged 8
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: -132356.515625 Penalty: 2492.585938
	Iteration 31Q: 3 clusters Score -132356.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -132359.140625 Penalty: 2492.585938
	Iteration 32Q: 3 clusters Score -132359.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -132362.765625 Penalty: 2492.585938
	Iteration 33Q: 3 clusters Score -132362.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -132364.250000 Penalty: 2492.585938
	Iteration 34Q: 3 clusters Score -132364.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -132366.156250 Penalty: 2492.585938
	Iteration 35Q: 3 clusters Score -132366.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -132367.265625 Penalty: 2492.585938
	Iteration 36Q: 3 clusters Score -132367.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -132368.718750 Penalty: 2492.585938
	Iteration 37Q: 3 clusters Score -132368.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -132369.531250 Penalty: 2492.585938
	Iteration 38Q: 3 clusters Score -132369.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -132371.140625 Penalty: 2492.585938
	Iteration 39Q: 3 clusters Score -132371.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -132371.718750 Penalty: 2492.585938
	Iteration 40F: 3 clusters Score -132371.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Entering Unmasked Estep 
Score: -211133.875000 Penalty: 1305.469482
	Iteration 0F: 2 clusters Score -211133.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -208358.312500 Penalty: 2610.938965
	Iteration 0F: 3 clusters Score -208358.3 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -208979.140625 Penalty: 2610.938965
	Iteration 1F: 3 clusters Score -208979.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -209119.687500 Penalty: 2610.938965
	Iteration 2F: 3 clusters Score -209119.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -209227.375000 Penalty: 2610.938965
	Iteration 3F: 3 clusters Score -209227.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -209299.703125 Penalty: 2610.938965
	Iteration 4Q: 3 clusters Score -209299.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -209354.937500 Penalty: 2610.938965
	Iteration 5Q: 3 clusters Score -209354.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -209386.625000 Penalty: 2610.938965
	Iteration 6Q: 3 clusters Score -209386.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -209408.296875 Penalty: 2610.938965
	Iteration 7Q: 3 clusters Score -209408.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -209423.890625 Penalty: 2610.938965
	Iteration 8Q: 3 clusters Score -209423.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -209438.906250 Penalty: 2610.938965
	Iteration 9Q: 3 clusters Score -209438.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -209449.171875 Penalty: 2610.938965
	Iteration 10Q: 3 clusters Score -209449.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -209456.812500 Penalty: 2610.938965
	Iteration 11Q: 3 clusters Score -209456.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -209464.265625 Penalty: 2610.938965
	Iteration 12Q: 3 clusters Score -209464.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -209471.593750 Penalty: 2610.938965
	Iteration 13Q: 3 clusters Score -209471.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -209478.078125 Penalty: 2610.938965
	Iteration 14Q: 3 clusters Score -209478.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -209485.812500 Penalty: 2610.938965
	Iteration 15Q: 3 clusters Score -209485.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -209491.531250 Penalty: 2610.938965
	Iteration 16Q: 3 clusters Score -209491.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -209495.390625 Penalty: 2610.938965
	Iteration 17Q: 3 clusters Score -209495.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -209498.000000 Penalty: 2610.938965
	Iteration 18Q: 3 clusters Score -209498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -209500.500000 Penalty: 2610.938965
	Iteration 19Q: 3 clusters Score -209500.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -209504.437500 Penalty: 2610.938965
	Iteration 20F: 3 clusters Score -209504.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -209509.828125 Penalty: 2610.938965
	Iteration 21Q: 3 clusters Score -209509.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -209513.468750 Penalty: 2610.938965
	Iteration 22Q: 3 clusters Score -209513.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -209516.953125 Penalty: 2610.938965
	Iteration 23Q: 3 clusters Score -209517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -209520.171875 Penalty: 2610.938965
	Iteration 24Q: 3 clusters Score -209520.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -209523.578125 Penalty: 2610.938965
	Iteration 25Q: 3 clusters Score -209523.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -209528.187500 Penalty: 2610.938965
	Iteration 26Q: 3 clusters Score -209528.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -209533.281250 Penalty: 2610.938965
	Iteration 27Q: 3 clusters Score -209533.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -209536.718750 Penalty: 2610.938965
	Iteration 28Q: 3 clusters Score -209536.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -209537.671875 Penalty: 2610.938965
	Iteration 29Q: 3 clusters Score -209537.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -209540.250000 Penalty: 2610.938965
	Iteration 30Q: 3 clusters Score -209540.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -209541.937500 Penalty: 2610.938965
	Iteration 31Q: 3 clusters Score -209541.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -209543.125000 Penalty: 2610.938965
	Iteration 32Q: 3 clusters Score -209543.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -209543.546875 Penalty: 2610.938965
	Iteration 33Q: 3 clusters Score -209543.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -209543.718750 Penalty: 2610.938965
	Iteration 34Q: 3 clusters Score -209543.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -209544.671875 Penalty: 2610.938965
	Iteration 35Q: 3 clusters Score -209544.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -209545.515625 Penalty: 2610.938965
	Iteration 36Q: 3 clusters Score -209545.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -209548.406250 Penalty: 2610.938965
	Iteration 37Q: 3 clusters Score -209548.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -209551.906250 Penalty: 2610.938965
	Iteration 38Q: 3 clusters Score -209551.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -209557.343750 Penalty: 2610.938965
	Iteration 39Q: 3 clusters Score -209557.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -209563.171875 Penalty: 2610.938965
	Iteration 40F: 3 clusters Score -209563.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -209569.515625 Penalty: 2610.938965
	Iteration 41Q: 3 clusters Score -209569.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -209578.171875 Penalty: 2610.938965
	Iteration 42Q: 3 clusters Score -209578.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -209589.187500 Penalty: 2610.938965
	Iteration 43Q: 3 clusters Score -209589.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -209602.828125 Penalty: 2610.938965
	Iteration 44Q: 3 clusters Score -209602.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -209620.968750 Penalty: 2610.938965
	Iteration 45Q: 3 clusters Score -209621 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -209639.062500 Penalty: 2610.938965
	Iteration 46Q: 3 clusters Score -209639.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -209653.031250 Penalty: 2610.938965
	Iteration 47Q: 3 clusters Score -209653 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -209669.656250 Penalty: 2610.938965
	Iteration 48Q: 3 clusters Score -209669.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -209685.453125 Penalty: 2610.938965
	Iteration 49Q: 3 clusters Score -209685.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -209700.843750 Penalty: 2610.938965
	Iteration 50Q: 3 clusters Score -209700.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -209716.843750 Penalty: 2610.938965
	Iteration 51Q: 3 clusters Score -209716.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -209727.609375 Penalty: 2610.938965
	Iteration 52Q: 3 clusters Score -209727.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -209736.906250 Penalty: 2610.938965
	Iteration 53Q: 3 clusters Score -209736.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -209745.828125 Penalty: 2610.938965
	Iteration 54Q: 3 clusters Score -209745.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -209758.968750 Penalty: 2610.938965
	Iteration 55Q: 3 clusters Score -209759 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -209768.984375 Penalty: 2610.938965
	Iteration 56Q: 3 clusters Score -209769 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -209780.703125 Penalty: 2610.938965
	Iteration 57Q: 3 clusters Score -209780.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -209789.484375 Penalty: 2610.938965
	Iteration 58Q: 3 clusters Score -209789.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -209796.812500 Penalty: 2610.938965
	Iteration 59Q: 3 clusters Score -209796.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -209805.109375 Penalty: 2610.938965
	Iteration 60F: 3 clusters Score -209805.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -209811.875000 Penalty: 2610.938965
	Iteration 61Q: 3 clusters Score -209811.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -209821.343750 Penalty: 2610.938965
	Iteration 62Q: 3 clusters Score -209821.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -209827.375000 Penalty: 2610.938965
	Iteration 63Q: 3 clusters Score -209827.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -209834.484375 Penalty: 2610.938965
	Iteration 64Q: 3 clusters Score -209834.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -209842.531250 Penalty: 2610.938965
	Iteration 65Q: 3 clusters Score -209842.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -209852.718750 Penalty: 2610.938965
	Iteration 66Q: 3 clusters Score -209852.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -209866.031250 Penalty: 2610.938965
	Iteration 67Q: 3 clusters Score -209866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -209875.015625 Penalty: 2610.938965
	Iteration 68Q: 3 clusters Score -209875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -209879.000000 Penalty: 2610.938965
	Iteration 69Q: 3 clusters Score -209879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -209883.375000 Penalty: 2610.938965
	Iteration 70Q: 3 clusters Score -209883.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -209886.703125 Penalty: 2610.938965
	Iteration 71Q: 3 clusters Score -209886.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -209891.234375 Penalty: 2610.938965
	Iteration 72Q: 3 clusters Score -209891.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -209896.562500 Penalty: 2610.938965
	Iteration 73Q: 3 clusters Score -209896.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -209899.671875 Penalty: 2610.938965
	Iteration 74Q: 3 clusters Score -209899.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -209902.531250 Penalty: 2610.938965
	Iteration 75Q: 3 clusters Score -209902.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -209904.515625 Penalty: 2610.938965
	Iteration 76Q: 3 clusters Score -209904.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -209905.421875 Penalty: 2610.938965
	Iteration 77Q: 3 clusters Score -209905.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -209907.234375 Penalty: 2610.938965
	Iteration 78Q: 3 clusters Score -209907.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -209909.750000 Penalty: 2610.938965
	Iteration 79Q: 3 clusters Score -209909.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -209911.859375 Penalty: 2610.938965
	Iteration 80F: 3 clusters Score -209911.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -209913.656250 Penalty: 2610.938965
	Iteration 81Q: 3 clusters Score -209913.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -209914.515625 Penalty: 2610.938965
	Iteration 82Q: 3 clusters Score -209914.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -209915.593750 Penalty: 2610.938965
	Iteration 83Q: 3 clusters Score -209915.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -209915.875000 Penalty: 2610.938965
	Iteration 84Q: 3 clusters Score -209915.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -209917.250000 Penalty: 2610.938965
	Iteration 85Q: 3 clusters Score -209917.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -209919.203125 Penalty: 2610.938965
	Iteration 86Q: 3 clusters Score -209919.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -209920.703125 Penalty: 2610.938965
	Iteration 87Q: 3 clusters Score -209920.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -209922.015625 Penalty: 2610.938965
	Iteration 88Q: 3 clusters Score -209922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -209922.421875 Penalty: 2610.938965
	Iteration 89Q: 3 clusters Score -209922.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -209922.421875 Penalty: 2610.938965
	Iteration 90F: 3 clusters Score -209922.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Entering Unmasked Estep 
Score: -614692.062500 Penalty: 1499.051758
	Iteration 0F: 2 clusters Score -614692.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -607409.500000 Penalty: 2998.103516
	Iteration 0F: 3 clusters Score -607409.5 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -609753.000000 Penalty: 2998.103516
	Iteration 1F: 3 clusters Score -609753 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -609970.125000 Penalty: 2998.103516
	Iteration 2F: 3 clusters Score -609970.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -610140.625000 Penalty: 2998.103516
	Iteration 3Q: 3 clusters Score -610140.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -610272.875000 Penalty: 2998.103516
	Iteration 4Q: 3 clusters Score -610272.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -610398.937500 Penalty: 2998.103516
	Iteration 5Q: 3 clusters Score -610398.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -610517.312500 Penalty: 2998.103516
	Iteration 6Q: 3 clusters Score -610517.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -610639.250000 Penalty: 2998.103516
	Iteration 7Q: 3 clusters Score -610639.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -610761.250000 Penalty: 2998.103516
	Iteration 8Q: 3 clusters Score -610761.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -610903.687500 Penalty: 2998.103516
	Iteration 9Q: 3 clusters Score -610903.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -611066.687500 Penalty: 2998.103516
	Iteration 10Q: 3 clusters Score -611066.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -611283.375000 Penalty: 2998.103516
	Iteration 11Q: 3 clusters Score -611283.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -611566.937500 Penalty: 2998.103516
	Iteration 12Q: 3 clusters Score -611566.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -611887.000000 Penalty: 2998.103516
	Iteration 13Q: 3 clusters Score -611887 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -612221.375000 Penalty: 2998.103516
	Iteration 14Q: 3 clusters Score -612221.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -612568.375000 Penalty: 2998.103516
	Iteration 15Q: 3 clusters Score -612568.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -612842.125000 Penalty: 2998.103516
	Iteration 16Q: 3 clusters Score -612842.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -613054.062500 Penalty: 2998.103516
	Iteration 17Q: 3 clusters Score -613054.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -613187.812500 Penalty: 2998.103516
	Iteration 18Q: 3 clusters Score -613187.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -613282.750000 Penalty: 2998.103516
	Iteration 19Q: 3 clusters Score -613282.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -613356.937500 Penalty: 2998.103516
	Iteration 20F: 3 clusters Score -613356.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -613424.875000 Penalty: 2998.103516
	Iteration 21Q: 3 clusters Score -613424.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -613460.687500 Penalty: 2998.103516
	Iteration 22Q: 3 clusters Score -613460.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -613485.937500 Penalty: 2998.103516
	Iteration 23Q: 3 clusters Score -613485.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -613505.937500 Penalty: 2998.103516
	Iteration 24Q: 3 clusters Score -613505.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -613527.562500 Penalty: 2998.103516
	Iteration 25Q: 3 clusters Score -613527.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -613542.750000 Penalty: 2998.103516
	Iteration 26Q: 3 clusters Score -613542.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -613547.812500 Penalty: 2998.103516
	Iteration 27Q: 3 clusters Score -613547.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -613553.187500 Penalty: 2998.103516
	Iteration 28Q: 3 clusters Score -613553.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -613557.625000 Penalty: 2998.103516
	Iteration 29Q: 3 clusters Score -613557.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -613558.312500 Penalty: 2998.103516
	Iteration 30Q: 3 clusters Score -613558.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -613561.312500 Penalty: 2998.103516
	Iteration 31Q: 3 clusters Score -613561.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -613562.125000 Penalty: 2998.103516
	Iteration 32Q: 3 clusters Score -613562.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -613565.562500 Penalty: 2998.103516
	Iteration 33Q: 3 clusters Score -613565.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -613565.625000 Penalty: 2998.103516
	Iteration 34Q: 3 clusters Score -613565.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -613565.625000 Penalty: 2998.103516
	Iteration 35F: 3 clusters Score -613565.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Entering Unmasked Estep 
Score: -1374304.500000 Penalty: 1618.017090
	Iteration 0F: 2 clusters Score -1374304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1359900.250000 Penalty: 3236.034180
	Iteration 0F: 3 clusters Score -1359900 nChanged 9497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1365106.250000 Penalty: 3236.034180
	Iteration 1F: 3 clusters Score -1365106 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1365412.500000 Penalty: 3236.034180
	Iteration 2Q: 3 clusters Score -1365412 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1365721.750000 Penalty: 3236.034180
	Iteration 3Q: 3 clusters Score -1365722 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1366113.375000 Penalty: 3236.034180
	Iteration 4Q: 3 clusters Score -1366113 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1366652.250000 Penalty: 3236.034180
	Iteration 5Q: 3 clusters Score -1366652 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -1367380.875000 Penalty: 3236.034180
	Iteration 6F: 3 clusters Score -1367381 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -1368338.125000 Penalty: 3236.034180
	Iteration 7F: 3 clusters Score -1368338 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -1369403.375000 Penalty: 3236.034180
	Iteration 8F: 3 clusters Score -1369403 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -1370400.875000 Penalty: 3236.034180
	Iteration 9F: 3 clusters Score -1370401 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -1371190.500000 Penalty: 3236.034180
	Iteration 10Q: 3 clusters Score -1371190 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -1371790.750000 Penalty: 3236.034180
	Iteration 11Q: 3 clusters Score -1371791 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -1372243.625000 Penalty: 3236.034180
	Iteration 12Q: 3 clusters Score -1372244 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -1372535.750000 Penalty: 3236.034180
	Iteration 13Q: 3 clusters Score -1372536 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -1372679.375000 Penalty: 3236.034180
	Iteration 14Q: 3 clusters Score -1372679 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -1372754.375000 Penalty: 3236.034180
	Iteration 15Q: 3 clusters Score -1372754 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -1372791.000000 Penalty: 3236.034180
	Iteration 16Q: 3 clusters Score -1372791 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -1372818.375000 Penalty: 3236.034180
	Iteration 17Q: 3 clusters Score -1372818 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -1372838.250000 Penalty: 3236.034180
	Iteration 18Q: 3 clusters Score -1372838 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -1372853.375000 Penalty: 3236.034180
	Iteration 19Q: 3 clusters Score -1372853 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -1372869.125000 Penalty: 3236.034180
	Iteration 20F: 3 clusters Score -1372869 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -1372884.500000 Penalty: 3236.034180
	Iteration 21Q: 3 clusters Score -1372884 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -1372892.750000 Penalty: 3236.034180
	Iteration 22Q: 3 clusters Score -1372893 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -1372909.875000 Penalty: 3236.034180
	Iteration 23Q: 3 clusters Score -1372910 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -1372919.500000 Penalty: 3236.034180
	Iteration 24Q: 3 clusters Score -1372920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -1372930.875000 Penalty: 3236.034180
	Iteration 25Q: 3 clusters Score -1372931 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -1372935.125000 Penalty: 3236.034180
	Iteration 26Q: 3 clusters Score -1372935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -1372940.625000 Penalty: 3236.034180
	Iteration 27Q: 3 clusters Score -1372941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -1372945.000000 Penalty: 3236.034180
	Iteration 28Q: 3 clusters Score -1372945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -1372947.500000 Penalty: 3236.034180
	Iteration 29Q: 3 clusters Score -1372948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -1372956.000000 Penalty: 3236.034180
	Iteration 30Q: 3 clusters Score -1372956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -1372957.250000 Penalty: 3236.034180
	Iteration 31Q: 3 clusters Score -1372957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -1372961.250000 Penalty: 3236.034180
	Iteration 32Q: 3 clusters Score -1372961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -1372966.875000 Penalty: 3236.034180
	Iteration 33Q: 3 clusters Score -1372967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -1372968.875000 Penalty: 3236.034180
	Iteration 34Q: 3 clusters Score -1372969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -1372971.125000 Penalty: 3236.034180
	Iteration 35Q: 3 clusters Score -1372971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -1372971.250000 Penalty: 3236.034180
	Iteration 36Q: 3 clusters Score -1372971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -1372970.500000 Penalty: 3236.034180
	Iteration 37Q: 3 clusters Score -1372970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -1372974.750000 Penalty: 3236.034180
	Iteration 38Q: 3 clusters Score -1372975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -1372973.125000 Penalty: 3236.034180
	Iteration 39Q: 3 clusters Score -1372973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -1372973.750000 Penalty: 3236.034180
	Iteration 40F: 3 clusters Score -1372974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -1372976.750000 Penalty: 3236.034180
	Iteration 41Q: 3 clusters Score -1372977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -1372975.000000 Penalty: 3236.034180
	Iteration 42Q: 3 clusters Score -1372975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -1372974.875000 Penalty: 3236.034180
	Iteration 43Q: 3 clusters Score -1372975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -1372975.250000 Penalty: 3236.034180
	Iteration 44Q: 3 clusters Score -1372975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -1372978.000000 Penalty: 3236.034180
	Iteration 45Q: 3 clusters Score -1372978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -1372981.250000 Penalty: 3236.034180
	Iteration 46Q: 3 clusters Score -1372981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -1372981.625000 Penalty: 3236.034180
	Iteration 47Q: 3 clusters Score -1372982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -1372984.500000 Penalty: 3236.034180
	Iteration 48Q: 3 clusters Score -1372984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -1372982.625000 Penalty: 3236.034180
	Iteration 49Q: 3 clusters Score -1372983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -1372982.625000 Penalty: 3236.034180
	Iteration 50F: 3 clusters Score -1372983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Entering Unmasked Estep 
Score: -458902.781250 Penalty: 1435.508667
	Iteration 0F: 2 clusters Score -458902.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -453739.000000 Penalty: 2871.017334
	Iteration 0F: 3 clusters Score -453739 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -455258.437500 Penalty: 2871.017334
	Iteration 1F: 3 clusters Score -455258.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -455471.562500 Penalty: 2871.017334
	Iteration 2F: 3 clusters Score -455471.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -455641.312500 Penalty: 2871.017334
	Iteration 3F: 3 clusters Score -455641.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -455807.500000 Penalty: 2871.017334
	Iteration 4Q: 3 clusters Score -455807.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -455956.468750 Penalty: 2871.017334
	Iteration 5Q: 3 clusters Score -455956.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -456139.250000 Penalty: 2871.017334
	Iteration 6Q: 3 clusters Score -456139.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -456352.750000 Penalty: 2871.017334
	Iteration 7Q: 3 clusters Score -456352.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -456533.031250 Penalty: 2871.017334
	Iteration 8Q: 3 clusters Score -456533 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -456700.593750 Penalty: 2871.017334
	Iteration 9Q: 3 clusters Score -456700.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -456856.281250 Penalty: 2871.017334
	Iteration 10Q: 3 clusters Score -456856.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -456974.375000 Penalty: 2871.017334
	Iteration 11Q: 3 clusters Score -456974.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -457051.125000 Penalty: 2871.017334
	Iteration 12Q: 3 clusters Score -457051.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -457111.625000 Penalty: 2871.017334
	Iteration 13Q: 3 clusters Score -457111.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -457161.093750 Penalty: 2871.017334
	Iteration 14Q: 3 clusters Score -457161.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -457189.906250 Penalty: 2871.017334
	Iteration 15Q: 3 clusters Score -457189.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -457219.281250 Penalty: 2871.017334
	Iteration 16Q: 3 clusters Score -457219.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -457240.281250 Penalty: 2871.017334
	Iteration 17Q: 3 clusters Score -457240.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -457263.906250 Penalty: 2871.017334
	Iteration 18Q: 3 clusters Score -457263.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -457284.062500 Penalty: 2871.017334
	Iteration 19Q: 3 clusters Score -457284.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -457295.218750 Penalty: 2871.017334
	Iteration 20F: 3 clusters Score -457295.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -457304.031250 Penalty: 2871.017334
	Iteration 21Q: 3 clusters Score -457304 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -457313.937500 Penalty: 2871.017334
	Iteration 22Q: 3 clusters Score -457313.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -457321.593750 Penalty: 2871.017334
	Iteration 23Q: 3 clusters Score -457321.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -457327.656250 Penalty: 2871.017334
	Iteration 24Q: 3 clusters Score -457327.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -457332.031250 Penalty: 2871.017334
	Iteration 25Q: 3 clusters Score -457332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -457336.187500 Penalty: 2871.017334
	Iteration 26Q: 3 clusters Score -457336.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -457341.906250 Penalty: 2871.017334
	Iteration 27Q: 3 clusters Score -457341.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -457345.343750 Penalty: 2871.017334
	Iteration 28Q: 3 clusters Score -457345.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -457347.687500 Penalty: 2871.017334
	Iteration 29Q: 3 clusters Score -457347.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -457351.093750 Penalty: 2871.017334
	Iteration 30Q: 3 clusters Score -457351.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -457352.531250 Penalty: 2871.017334
	Iteration 31Q: 3 clusters Score -457352.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -457355.593750 Penalty: 2871.017334
	Iteration 32Q: 3 clusters Score -457355.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -457360.062500 Penalty: 2871.017334
	Iteration 33Q: 3 clusters Score -457360.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -457364.031250 Penalty: 2871.017334
	Iteration 34Q: 3 clusters Score -457364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -457366.750000 Penalty: 2871.017334
	Iteration 35Q: 3 clusters Score -457366.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -457369.500000 Penalty: 2871.017334
	Iteration 36Q: 3 clusters Score -457369.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -457369.906250 Penalty: 2871.017334
	Iteration 37Q: 3 clusters Score -457369.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -457370.937500 Penalty: 2871.017334
	Iteration 38Q: 3 clusters Score -457370.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -457370.875000 Penalty: 2871.017334
	Iteration 39Q: 3 clusters Score -457370.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -457371.906250 Penalty: 2871.017334
	Iteration 40F: 3 clusters Score -457371.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -457372.781250 Penalty: 2871.017334
	Iteration 41Q: 3 clusters Score -457372.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -457373.593750 Penalty: 2871.017334
	Iteration 42Q: 3 clusters Score -457373.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -457373.593750 Penalty: 2871.017334
	Iteration 43Q: 3 clusters Score -457373.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -457376.625000 Penalty: 2871.017334
	Iteration 44Q: 3 clusters Score -457376.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -457376.625000 Penalty: 2871.017334
	Iteration 45Q: 3 clusters Score -457376.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -457377.531250 Penalty: 2871.017334
	Iteration 46Q: 3 clusters Score -457377.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -457377.906250 Penalty: 2871.017334
	Iteration 47Q: 3 clusters Score -457377.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -457377.968750 Penalty: 2871.017334
	Iteration 48Q: 3 clusters Score -457378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -457378.218750 Penalty: 2871.017334
	Iteration 49Q: 3 clusters Score -457378.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -457379.031250 Penalty: 2871.017334
	Iteration 50Q: 3 clusters Score -457379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -457378.968750 Penalty: 2871.017334
	Iteration 51Q: 3 clusters Score -457379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -457379.281250 Penalty: 2871.017334
	Iteration 52Q: 3 clusters Score -457379.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -457380.093750 Penalty: 2871.017334
	Iteration 53Q: 3 clusters Score -457380.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -457380.968750 Penalty: 2871.017334
	Iteration 54Q: 3 clusters Score -457381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -457381.000000 Penalty: 2871.017334
	Iteration 55Q: 3 clusters Score -457381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -457380.281250 Penalty: 2871.017334
	Iteration 56Q: 3 clusters Score -457380.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -457380.562500 Penalty: 2871.017334
	Iteration 57Q: 3 clusters Score -457380.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -457380.937500 Penalty: 2871.017334
	Iteration 58Q: 3 clusters Score -457380.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -457380.937500 Penalty: 2871.017334
	Iteration 59F: 3 clusters Score -457380.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (76804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76804 members 
Entering Unmasked Estep 
Score: -4823435.000000 Penalty: 1827.964478
	Iteration 0F: 2 clusters Score -4823435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -4772054.500000 Penalty: 3655.928955
	Iteration 0F: 3 clusters Score -4772054 nChanged 36505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -4793042.500000 Penalty: 3655.928955
	Iteration 1F: 3 clusters Score -4793042 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 38946 members 
Entering Unmasked Estep 
Score: -4793737.500000 Penalty: 3655.928955
	Iteration 2Q: 3 clusters Score -4793738 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 39305 members 
Entering Unmasked Estep 
Score: -4794544.500000 Penalty: 3655.928955
	Iteration 3Q: 3 clusters Score -4794544 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -4795531.000000 Penalty: 3655.928955
	Iteration 4Q: 3 clusters Score -4795531 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -4796918.000000 Penalty: 3655.928955
	Iteration 5Q: 3 clusters Score -4796918 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -4798576.500000 Penalty: 3655.928955
	Iteration 6F: 3 clusters Score -4798576 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -4800516.000000 Penalty: 3655.928955
	Iteration 7F: 3 clusters Score -4800516 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
Score: -4802603.500000 Penalty: 3655.928955
	Iteration 8F: 3 clusters Score -4802604 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 48159 members 
Entering Unmasked Estep 
Score: -4804566.500000 Penalty: 3655.928955
	Iteration 9F: 3 clusters Score -4804566 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 50500 members 
Entering Unmasked Estep 
Score: -4806156.000000 Penalty: 3655.928955
	Iteration 10Q: 3 clusters Score -4806156 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 52915 members 
Entering Unmasked Estep 
Score: -4807591.500000 Penalty: 3655.928955
	Iteration 11Q: 3 clusters Score -4807592 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 55458 members 
Entering Unmasked Estep 
Score: -4808891.000000 Penalty: 3655.928955
	Iteration 12Q: 3 clusters Score -4808891 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 58127 members 
Entering Unmasked Estep 
Score: -4810167.000000 Penalty: 3655.928955
	Iteration 13Q: 3 clusters Score -4810167 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 60846 members 
Entering Unmasked Estep 
Score: -4811528.500000 Penalty: 3655.928955
	Iteration 14Q: 3 clusters Score -4811528 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 63601 members 
Entering Unmasked Estep 
Score: -4812957.500000 Penalty: 3655.928955
	Iteration 15Q: 3 clusters Score -4812958 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 66395 members 
Entering Unmasked Estep 
Score: -4814537.000000 Penalty: 3655.928955
	Iteration 16Q: 3 clusters Score -4814537 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 68995 members 
Entering Unmasked Estep 
Score: -4816137.000000 Penalty: 3655.928955
	Iteration 17Q: 3 clusters Score -4816137 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 71267 members 
Entering Unmasked Estep 
Score: -4817645.000000 Penalty: 3655.928955
	Iteration 18Q: 3 clusters Score -4817645 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 73152 members 
Entering Unmasked Estep 
Score: -4819016.000000 Penalty: 3655.928955
	Iteration 19Q: 3 clusters Score -4819016 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 74578 members 
Entering Unmasked Estep 
Score: -4820121.500000 Penalty: 3655.928955
	Iteration 20F: 3 clusters Score -4820122 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 75536 members 
Entering Unmasked Estep 
Score: -4820873.500000 Penalty: 3655.928955
	Iteration 21Q: 3 clusters Score -4820874 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 76041 members 
Entering Unmasked Estep 
Score: -4821338.000000 Penalty: 3655.928955
	Iteration 22Q: 3 clusters Score -4821338 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 76282 members 
Entering Unmasked Estep 
Score: -4821542.500000 Penalty: 3655.928955
	Iteration 23Q: 3 clusters Score -4821542 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 76388 members 
Entering Unmasked Estep 
Score: -4821641.000000 Penalty: 3655.928955
	Iteration 24Q: 3 clusters Score -4821641 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 76455 members 
Entering Unmasked Estep 
Score: -4821725.000000 Penalty: 3655.928955
	Iteration 25Q: 3 clusters Score -4821725 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 76484 members 
Entering Unmasked Estep 
Score: -4821762.500000 Penalty: 3655.928955
	Iteration 26Q: 3 clusters Score -4821762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 76503 members 
Entering Unmasked Estep 
Score: -4821784.500000 Penalty: 3655.928955
	Iteration 27Q: 3 clusters Score -4821784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 76509 members 
Entering Unmasked Estep 
Score: -4821802.500000 Penalty: 3655.928955
	Iteration 28Q: 3 clusters Score -4821802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 76518 members 
Entering Unmasked Estep 
Score: -4821826.500000 Penalty: 3655.928955
	Iteration 29Q: 3 clusters Score -4821826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 76528 members 
Entering Unmasked Estep 
Score: -4821846.000000 Penalty: 3655.928955
	Iteration 30Q: 3 clusters Score -4821846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 76536 members 
Entering Unmasked Estep 
Score: -4821862.000000 Penalty: 3655.928955
	Iteration 31Q: 3 clusters Score -4821862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 76542 members 
Entering Unmasked Estep 
Score: -4821868.500000 Penalty: 3655.928955
	Iteration 32Q: 3 clusters Score -4821868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 76538 members 
Entering Unmasked Estep 
Score: -4821870.500000 Penalty: 3655.928955
	Iteration 33Q: 3 clusters Score -4821870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 76540 members 
Entering Unmasked Estep 
Score: -4821872.000000 Penalty: 3655.928955
	Iteration 34Q: 3 clusters Score -4821872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 76542 members 
Entering Unmasked Estep 
Score: -4821875.500000 Penalty: 3655.928955
	Iteration 35Q: 3 clusters Score -4821876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 76544 members 
Entering Unmasked Estep 
Score: -4821873.000000 Penalty: 3655.928955
	Iteration 36Q: 3 clusters Score -4821873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 76546 members 
Entering Unmasked Estep 
Score: -4821879.500000 Penalty: 3655.928955
	Iteration 37Q: 3 clusters Score -4821880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 76549 members 
Entering Unmasked Estep 
Score: -4821882.500000 Penalty: 3655.928955
	Iteration 38Q: 3 clusters Score -4821882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 76549 members 
Entering Unmasked Estep 
Score: -4821882.500000 Penalty: 3655.928955
	Iteration 39F: 3 clusters Score -4821882 nChanged 0
--- Evaluating fit on full set of 2041054 points ---
Entering Unmasked Estep 
Score: -126346752.000000 Penalty: 37775.339844
24->17 Clusters: Score -126346752.000000, best is -126578992.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 680351 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 27960 members 
Mstep: Class 3 contains 28141 members 
Mstep: Class 4 contains 28700 members 
Mstep: Class 5 contains 28350 members 
Mstep: Class 6 contains 28322 members 
Mstep: Class 7 contains 28082 members 
Mstep: Class 8 contains 28278 members 
Mstep: Class 9 contains 28305 members 
Mstep: Class 10 contains 28390 members 
Mstep: Class 11 contains 28248 members 
Mstep: Class 12 contains 28345 members 
Mstep: Class 13 contains 28687 members 
Mstep: Class 14 contains 28460 members 
Mstep: Class 15 contains 28425 members 
Mstep: Class 16 contains 28163 members 
Mstep: Class 17 contains 28085 members 
Mstep: Class 18 contains 28422 members 
Mstep: Class 19 contains 28680 members 
Mstep: Class 20 contains 28210 members 
Mstep: Class 21 contains 28176 members 
Mstep: Class 22 contains 28495 members 
Mstep: Class 23 contains 28448 members 
Mstep: Class 24 contains 28555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 550.212402 but Gain 2182.433594
Score: -39525536.000000 Penalty: 50195.988281
Iteration 0F: 24 clusters Score -3.952554e+07 nChanged 646699
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 24224 members 
Mstep: Class 3 contains 36892 members 
Mstep: Class 4 contains 41026 members 
Mstep: Class 6 contains 24360 members 
Mstep: Class 7 contains 24088 members 
Mstep: Class 8 contains 31123 members 
Mstep: Class 9 contains 34410 members 
Mstep: Class 10 contains 38669 members 
Mstep: Class 11 contains 31497 members 
Mstep: Class 12 contains 41996 members 
Mstep: Class 13 contains 45383 members 
Mstep: Class 14 contains 24472 members 
Mstep: Class 15 contains 24115 members 
Mstep: Class 16 contains 20792 members 
Mstep: Class 17 contains 23310 members 
Mstep: Class 18 contains 34754 members 
Mstep: Class 19 contains 30114 members 
Mstep: Class 20 contains 19546 members 
Mstep: Class 21 contains 22156 members 
Mstep: Class 22 contains 35928 members 
Mstep: Class 23 contains 24098 members 
Mstep: Class 24 contains 29207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41121300.000000 Penalty: 50195.988281
Iteration 1F: 24 clusters Score -4.11213e+07 nChanged 185416
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 25738 members 
Mstep: Class 3 contains 43307 members 
Mstep: Class 4 contains 49464 members 
Mstep: Class 6 contains 17812 members 
Mstep: Class 7 contains 21225 members 
Mstep: Class 8 contains 36776 members 
Mstep: Class 9 contains 38299 members 
Mstep: Class 10 contains 44093 members 
Mstep: Class 11 contains 36025 members 
Mstep: Class 12 contains 44516 members 
Mstep: Class 13 contains 53793 members 
Mstep: Class 14 contains 20087 members 
Mstep: Class 15 contains 21659 members 
Mstep: Class 16 contains 15559 members 
Mstep: Class 17 contains 19010 members 
Mstep: Class 18 contains 35417 members 
Mstep: Class 19 contains 30438 members 
Mstep: Class 20 contains 14176 members 
Mstep: Class 21 contains 17826 members 
Mstep: Class 22 contains 39646 members 
Mstep: Class 23 contains 18289 members 
Mstep: Class 24 contains 23740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41396276.000000 Penalty: 50195.988281
Iteration 2F: 24 clusters Score -4.139628e+07 nChanged 148814
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 27045 members 
Mstep: Class 3 contains 50264 members 
Mstep: Class 4 contains 58893 members 
Mstep: Class 6 contains 12071 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 49613 members 
Mstep: Class 9 contains 40940 members 
Mstep: Class 10 contains 47388 members 
Mstep: Class 11 contains 39187 members 
Mstep: Class 12 contains 42407 members 
Mstep: Class 13 contains 60330 members 
Mstep: Class 14 contains 14770 members 
Mstep: Class 15 contains 21340 members 
Mstep: Class 16 contains 12553 members 
Mstep: Class 17 contains 14758 members 
Mstep: Class 18 contains 32653 members 
Mstep: Class 19 contains 31980 members 
Mstep: Class 20 contains 9225 members 
Mstep: Class 21 contains 13948 members 
Mstep: Class 22 contains 42020 members 
Mstep: Class 23 contains 13358 members 
Mstep: Class 24 contains 20671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41550484.000000 Penalty: 50195.988281
Iteration 3F: 24 clusters Score -4.155048e+07 nChanged 114172
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 26367 members 
Mstep: Class 3 contains 55702 members 
Mstep: Class 4 contains 65777 members 
Mstep: Class 6 contains 8032 members 
Mstep: Class 7 contains 11181 members 
Mstep: Class 8 contains 65714 members 
Mstep: Class 9 contains 40673 members 
Mstep: Class 10 contains 48084 members 
Mstep: Class 11 contains 40076 members 
Mstep: Class 12 contains 40453 members 
Mstep: Class 13 contains 67626 members 
Mstep: Class 14 contains 11008 members 
Mstep: Class 15 contains 22336 members 
Mstep: Class 16 contains 11255 members 
Mstep: Class 17 contains 9686 members 
Mstep: Class 18 contains 30347 members 
Mstep: Class 19 contains 33162 members 
Mstep: Class 20 contains 5495 members 
Mstep: Class 21 contains 9587 members 
Mstep: Class 22 contains 42255 members 
Mstep: Class 23 contains 10223 members 
Mstep: Class 24 contains 19735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41643068.000000 Penalty: 50195.988281
Iteration 4F: 24 clusters Score -4.164307e+07 nChanged 90321
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 25193 members 
Mstep: Class 3 contains 60557 members 
Mstep: Class 4 contains 71964 members 
Mstep: Class 6 contains 5620 members 
Mstep: Class 7 contains 8568 members 
Mstep: Class 8 contains 76593 members 
Mstep: Class 9 contains 38833 members 
Mstep: Class 10 contains 47156 members 
Mstep: Class 11 contains 40112 members 
Mstep: Class 12 contains 38324 members 
Mstep: Class 13 contains 76706 members 
Mstep: Class 14 contains 9150 members 
Mstep: Class 15 contains 23947 members 
Mstep: Class 16 contains 10344 members 
Mstep: Class 17 contains 5874 members 
Mstep: Class 18 contains 28026 members 
Mstep: Class 19 contains 33475 members 
Mstep: Class 20 contains 3098 members 
Mstep: Class 21 contains 5222 members 
Mstep: Class 22 contains 40939 members 
Mstep: Class 23 contains 8519 members 
Mstep: Class 24 contains 19079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41704132.000000 Penalty: 50195.988281
Iteration 5F: 24 clusters Score -4.170413e+07 nChanged 76250
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 23872 members 
Mstep: Class 3 contains 65402 members 
Mstep: Class 4 contains 78648 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 6850 members 
Mstep: Class 8 contains 80666 members 
Mstep: Class 9 contains 36231 members 
Mstep: Class 10 contains 44685 members 
Mstep: Class 11 contains 40017 members 
Mstep: Class 12 contains 35268 members 
Mstep: Class 13 contains 87988 members 
Mstep: Class 14 contains 7890 members 
Mstep: Class 15 contains 25847 members 
Mstep: Class 16 contains 9655 members 
Mstep: Class 17 contains 4250 members 
Mstep: Class 18 contains 25178 members 
Mstep: Class 19 contains 32903 members 
Mstep: Class 20 contains 1935 members 
Mstep: Class 21 contains 2839 members 
Mstep: Class 22 contains 38320 members 
Mstep: Class 23 contains 7525 members 
Mstep: Class 24 contains 17982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1726.840576 but Gain 2182.433594
Score: -41752296.000000 Penalty: 48013.554688
Iteration 6F: 23 clusters Score -4.17523e+07 nChanged 71920
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 22326 members 
Mstep: Class 3 contains 70117 members 
Mstep: Class 4 contains 86378 members 
Mstep: Class 6 contains 4000 members 
Mstep: Class 7 contains 5566 members 
Mstep: Class 8 contains 82349 members 
Mstep: Class 9 contains 33353 members 
Mstep: Class 10 contains 40524 members 
Mstep: Class 11 contains 39974 members 
Mstep: Class 12 contains 31561 members 
Mstep: Class 13 contains 102047 members 
Mstep: Class 14 contains 6753 members 
Mstep: Class 15 contains 28098 members 
Mstep: Class 16 contains 9207 members 
Mstep: Class 17 contains 3654 members 
Mstep: Class 18 contains 21689 members 
Mstep: Class 19 contains 31331 members 
Mstep: Class 21 contains 1855 members 
Mstep: Class 22 contains 34565 members 
Mstep: Class 23 contains 6863 members 
Mstep: Class 24 contains 16611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1719.535522 but Gain 2182.433594
Score: -41799672.000000 Penalty: 45831.121094
Iteration 7F: 22 clusters Score -4.179967e+07 nChanged 70867
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 20195 members 
Mstep: Class 3 contains 74217 members 
Mstep: Class 4 contains 95160 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 4532 members 
Mstep: Class 8 contains 83157 members 
Mstep: Class 9 contains 30234 members 
Mstep: Class 10 contains 34572 members 
Mstep: Class 11 contains 39892 members 
Mstep: Class 12 contains 27310 members 
Mstep: Class 13 contains 119490 members 
Mstep: Class 14 contains 5763 members 
Mstep: Class 15 contains 30296 members 
Mstep: Class 16 contains 8909 members 
Mstep: Class 17 contains 3468 members 
Mstep: Class 18 contains 17882 members 
Mstep: Class 19 contains 28724 members 
Mstep: Class 22 contains 29875 members 
Mstep: Class 23 contains 6384 members 
Mstep: Class 24 contains 15174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2084.940186 but Gain 2182.437500
Score: -41848556.000000 Penalty: 43648.683594
Iteration 8F: 21 clusters Score -4.184856e+07 nChanged 70974
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 2 contains 17335 members 
Mstep: Class 3 contains 77544 members 
Mstep: Class 4 contains 104732 members 
Mstep: Class 6 contains 3887 members 
Mstep: Class 7 contains 3661 members 
Mstep: Class 8 contains 83316 members 
Mstep: Class 9 contains 27174 members 
Mstep: Class 10 contains 27064 members 
Mstep: Class 11 contains 39724 members 
Mstep: Class 12 contains 22692 members 
Mstep: Class 13 contains 140514 members 
Mstep: Class 14 contains 4891 members 
Mstep: Class 15 contains 31979 members 
Mstep: Class 16 contains 8581 members 
Mstep: Class 17 contains 3538 members 
Mstep: Class 18 contains 13747 members 
Mstep: Class 19 contains 25507 members 
Mstep: Class 22 contains 24673 members 
Mstep: Class 23 contains 6052 members 
Mstep: Class 24 contains 13733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41900512.000000 Penalty: 43648.683594
Iteration 9F: 21 clusters Score -4.190051e+07 nChanged 69152
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 79288 members 
Mstep: Class 4 contains 114309 members 
Mstep: Class 6 contains 3977 members 
Mstep: Class 7 contains 2890 members 
Mstep: Class 8 contains 82926 members 
Mstep: Class 9 contains 24246 members 
Mstep: Class 10 contains 18879 members 
Mstep: Class 11 contains 39526 members 
Mstep: Class 12 contains 18197 members 
Mstep: Class 13 contains 163936 members 
Mstep: Class 14 contains 4116 members 
Mstep: Class 15 contains 33089 members 
Mstep: Class 16 contains 8307 members 
Mstep: Class 17 contains 3574 members 
Mstep: Class 18 contains 9837 members 
Mstep: Class 19 contains 21785 members 
Mstep: Class 22 contains 19569 members 
Mstep: Class 23 contains 5740 members 
Mstep: Class 24 contains 12356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41952376.000000 Penalty: 43648.683594
Iteration 10F: 21 clusters Score -4.195238e+07 nChanged 64324
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 2 contains 10065 members 
Mstep: Class 3 contains 79188 members 
Mstep: Class 4 contains 123551 members 
Mstep: Class 6 contains 4085 members 
Mstep: Class 7 contains 2200 members 
Mstep: Class 8 contains 82419 members 
Mstep: Class 9 contains 21722 members 
Mstep: Class 10 contains 11662 members 
Mstep: Class 11 contains 38961 members 
Mstep: Class 12 contains 14157 members 
Mstep: Class 13 contains 187295 members 
Mstep: Class 14 contains 3453 members 
Mstep: Class 15 contains 33338 members 
Mstep: Class 16 contains 8081 members 
Mstep: Class 17 contains 3607 members 
Mstep: Class 18 contains 6600 members 
Mstep: Class 19 contains 18116 members 
Mstep: Class 22 contains 15052 members 
Mstep: Class 23 contains 5548 members 
Mstep: Class 24 contains 11244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1721.977295 but Gain 2182.433594
Score: -41999768.000000 Penalty: 41466.250000
Iteration 11F: 20 clusters Score -4.199977e+07 nChanged 56184
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 6869 members 
Mstep: Class 3 contains 77605 members 
Mstep: Class 4 contains 131489 members 
Mstep: Class 6 contains 4223 members 
Mstep: Class 8 contains 82027 members 
Mstep: Class 9 contains 19728 members 
Mstep: Class 10 contains 6751 members 
Mstep: Class 11 contains 37929 members 
Mstep: Class 12 contains 11281 members 
Mstep: Class 13 contains 208639 members 
Mstep: Class 14 contains 2953 members 
Mstep: Class 15 contains 32764 members 
Mstep: Class 16 contains 7917 members 
Mstep: Class 17 contains 3626 members 
Mstep: Class 18 contains 4306 members 
Mstep: Class 19 contains 15023 members 
Mstep: Class 22 contains 11421 members 
Mstep: Class 23 contains 5486 members 
Mstep: Class 24 contains 10308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42039260.000000 Penalty: 41466.250000
Iteration 12F: 20 clusters Score -4.203926e+07 nChanged 43675
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 4514 members 
Mstep: Class 3 contains 74008 members 
Mstep: Class 4 contains 137157 members 
Mstep: Class 6 contains 4342 members 
Mstep: Class 8 contains 81655 members 
Mstep: Class 9 contains 18164 members 
Mstep: Class 10 contains 4019 members 
Mstep: Class 11 contains 36396 members 
Mstep: Class 12 contains 9156 members 
Mstep: Class 13 contains 225968 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 31639 members 
Mstep: Class 16 contains 7814 members 
Mstep: Class 17 contains 3550 members 
Mstep: Class 18 contains 2887 members 
Mstep: Class 19 contains 12568 members 
Mstep: Class 22 contains 8888 members 
Mstep: Class 23 contains 5585 members 
Mstep: Class 24 contains 9495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42065800.000000 Penalty: 41466.250000
Iteration 13F: 20 clusters Score -4.20658e+07 nChanged 34183
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 3122 members 
Mstep: Class 3 contains 69134 members 
Mstep: Class 4 contains 140685 members 
Mstep: Class 6 contains 4416 members 
Mstep: Class 8 contains 81425 members 
Mstep: Class 9 contains 17054 members 
Mstep: Class 10 contains 2733 members 
Mstep: Class 11 contains 34732 members 
Mstep: Class 12 contains 8021 members 
Mstep: Class 13 contains 240667 members 
Mstep: Class 14 contains 2293 members 
Mstep: Class 15 contains 30156 members 
Mstep: Class 16 contains 7839 members 
Mstep: Class 17 contains 3395 members 
Mstep: Class 18 contains 2083 members 
Mstep: Class 19 contains 10963 members 
Mstep: Class 22 contains 7160 members 
Mstep: Class 23 contains 5745 members 
Mstep: Class 24 contains 8723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2169.120117 but Gain 2182.433594
Score: -42084524.000000 Penalty: 39283.816406
Iteration 14F: 19 clusters Score -4.208452e+07 nChanged 29327
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 2276 members 
Mstep: Class 3 contains 63979 members 
Mstep: Class 4 contains 143364 members 
Mstep: Class 6 contains 4605 members 
Mstep: Class 8 contains 81292 members 
Mstep: Class 9 contains 16336 members 
Mstep: Class 10 contains 2085 members 
Mstep: Class 11 contains 33042 members 
Mstep: Class 12 contains 7436 members 
Mstep: Class 13 contains 253840 members 
Mstep: Class 14 contains 2245 members 
Mstep: Class 15 contains 28710 members 
Mstep: Class 16 contains 7936 members 
Mstep: Class 17 contains 3239 members 
Mstep: Class 19 contains 9914 members 
Mstep: Class 22 contains 5996 members 
Mstep: Class 23 contains 6006 members 
Mstep: Class 24 contains 8045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2023.974609 but Gain 2182.433594
Score: -42101020.000000 Penalty: 37101.382812
Iteration 15Q: 18 clusters Score -4.210102e+07 nChanged 25089
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 1874 members 
Mstep: Class 3 contains 58648 members 
Mstep: Class 4 contains 145245 members 
Mstep: Class 6 contains 4735 members 
Mstep: Class 8 contains 81153 members 
Mstep: Class 9 contains 16144 members 
Mstep: Class 11 contains 31373 members 
Mstep: Class 12 contains 7329 members 
Mstep: Class 13 contains 265230 members 
Mstep: Class 14 contains 2231 members 
Mstep: Class 15 contains 27153 members 
Mstep: Class 16 contains 8104 members 
Mstep: Class 17 contains 3091 members 
Mstep: Class 19 contains 9236 members 
Mstep: Class 22 contains 5249 members 
Mstep: Class 23 contains 6230 members 
Mstep: Class 24 contains 7321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42114496.000000 Penalty: 37101.382812
Iteration 16Q: 18 clusters Score -4.21145e+07 nChanged 20691
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 1665 members 
Mstep: Class 3 contains 53315 members 
Mstep: Class 4 contains 145970 members 
Mstep: Class 6 contains 4819 members 
Mstep: Class 8 contains 81046 members 
Mstep: Class 9 contains 16061 members 
Mstep: Class 11 contains 29703 members 
Mstep: Class 12 contains 7144 members 
Mstep: Class 13 contains 274802 members 
Mstep: Class 14 contains 2251 members 
Mstep: Class 15 contains 25495 members 
Mstep: Class 16 contains 8359 members 
Mstep: Class 17 contains 2987 members 
Mstep: Class 19 contains 8870 members 
Mstep: Class 22 contains 4763 members 
Mstep: Class 23 contains 6482 members 
Mstep: Class 24 contains 6614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42123240.000000 Penalty: 37101.382812
Iteration 17Q: 18 clusters Score -4.212324e+07 nChanged 18408
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 1596 members 
Mstep: Class 3 contains 48652 members 
Mstep: Class 4 contains 146136 members 
Mstep: Class 6 contains 4893 members 
Mstep: Class 8 contains 80959 members 
Mstep: Class 9 contains 16153 members 
Mstep: Class 11 contains 28130 members 
Mstep: Class 12 contains 6951 members 
Mstep: Class 13 contains 283228 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 23992 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 2922 members 
Mstep: Class 19 contains 8664 members 
Mstep: Class 22 contains 4486 members 
Mstep: Class 23 contains 6723 members 
Mstep: Class 24 contains 5867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42131052.000000 Penalty: 37101.382812
Iteration 18Q: 18 clusters Score -4.213105e+07 nChanged 16027
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 1582 members 
Mstep: Class 3 contains 44559 members 
Mstep: Class 4 contains 145973 members 
Mstep: Class 6 contains 4958 members 
Mstep: Class 8 contains 80881 members 
Mstep: Class 9 contains 16390 members 
Mstep: Class 11 contains 26716 members 
Mstep: Class 12 contains 6763 members 
Mstep: Class 13 contains 290465 members 
Mstep: Class 14 contains 2302 members 
Mstep: Class 15 contains 22780 members 
Mstep: Class 16 contains 9124 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 19 contains 8507 members 
Mstep: Class 22 contains 4353 members 
Mstep: Class 23 contains 6989 members 
Mstep: Class 24 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42137100.000000 Penalty: 37101.382812
Iteration 19Q: 18 clusters Score -4.21371e+07 nChanged 14167
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 41010 members 
Mstep: Class 4 contains 145476 members 
Mstep: Class 6 contains 5053 members 
Mstep: Class 8 contains 80781 members 
Mstep: Class 9 contains 16631 members 
Mstep: Class 11 contains 25470 members 
Mstep: Class 12 contains 6643 members 
Mstep: Class 13 contains 296846 members 
Mstep: Class 14 contains 2333 members 
Mstep: Class 15 contains 21752 members 
Mstep: Class 16 contains 9575 members 
Mstep: Class 17 contains 2822 members 
Mstep: Class 19 contains 8365 members 
Mstep: Class 22 contains 4339 members 
Mstep: Class 23 contains 7250 members 
Mstep: Class 24 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42142060.000000 Penalty: 37101.382812
Iteration 20F: 18 clusters Score -4.214206e+07 nChanged 12485
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 1596 members 
Mstep: Class 3 contains 37953 members 
Mstep: Class 4 contains 144711 members 
Mstep: Class 6 contains 5130 members 
Mstep: Class 8 contains 80646 members 
Mstep: Class 9 contains 16929 members 
Mstep: Class 11 contains 24361 members 
Mstep: Class 12 contains 6496 members 
Mstep: Class 13 contains 302437 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 20907 members 
Mstep: Class 16 contains 10022 members 
Mstep: Class 17 contains 2783 members 
Mstep: Class 19 contains 8273 members 
Mstep: Class 22 contains 4443 members 
Mstep: Class 23 contains 7539 members 
Mstep: Class 24 contains 3756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42146620.000000 Penalty: 37101.382812
Iteration 21Q: 18 clusters Score -4.214662e+07 nChanged 10849
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 1603 members 
Mstep: Class 3 contains 35349 members 
Mstep: Class 4 contains 143803 members 
Mstep: Class 6 contains 5208 members 
Mstep: Class 8 contains 80523 members 
Mstep: Class 9 contains 17234 members 
Mstep: Class 11 contains 23341 members 
Mstep: Class 12 contains 6366 members 
Mstep: Class 13 contains 307392 members 
Mstep: Class 14 contains 2405 members 
Mstep: Class 15 contains 20148 members 
Mstep: Class 16 contains 10327 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 19 contains 8198 members 
Mstep: Class 22 contains 4599 members 
Mstep: Class 23 contains 7787 members 
Mstep: Class 24 contains 3298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42149528.000000 Penalty: 37101.382812
Iteration 22Q: 18 clusters Score -4.214953e+07 nChanged 9727
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 32955 members 
Mstep: Class 4 contains 142723 members 
Mstep: Class 6 contains 5269 members 
Mstep: Class 8 contains 80397 members 
Mstep: Class 9 contains 17494 members 
Mstep: Class 11 contains 22429 members 
Mstep: Class 12 contains 6253 members 
Mstep: Class 13 contains 311958 members 
Mstep: Class 14 contains 2435 members 
Mstep: Class 15 contains 19489 members 
Mstep: Class 16 contains 10557 members 
Mstep: Class 17 contains 2747 members 
Mstep: Class 19 contains 8150 members 
Mstep: Class 22 contains 4837 members 
Mstep: Class 23 contains 8046 members 
Mstep: Class 24 contains 2975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42152152.000000 Penalty: 37101.382812
Iteration 23Q: 18 clusters Score -4.215215e+07 nChanged 8846
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 30761 members 
Mstep: Class 4 contains 141422 members 
Mstep: Class 6 contains 5347 members 
Mstep: Class 8 contains 80296 members 
Mstep: Class 9 contains 17755 members 
Mstep: Class 11 contains 21616 members 
Mstep: Class 12 contains 6146 members 
Mstep: Class 13 contains 316281 members 
Mstep: Class 14 contains 2459 members 
Mstep: Class 15 contains 18928 members 
Mstep: Class 16 contains 10763 members 
Mstep: Class 17 contains 2725 members 
Mstep: Class 19 contains 8113 members 
Mstep: Class 22 contains 5086 members 
Mstep: Class 23 contains 8264 members 
Mstep: Class 24 contains 2706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42154192.000000 Penalty: 37101.382812
Iteration 24Q: 18 clusters Score -4.215419e+07 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 1725 members 
Mstep: Class 3 contains 28657 members 
Mstep: Class 4 contains 139902 members 
Mstep: Class 6 contains 5443 members 
Mstep: Class 8 contains 80180 members 
Mstep: Class 9 contains 18043 members 
Mstep: Class 11 contains 20875 members 
Mstep: Class 12 contains 6055 members 
Mstep: Class 13 contains 320446 members 
Mstep: Class 14 contains 2493 members 
Mstep: Class 15 contains 18475 members 
Mstep: Class 16 contains 10920 members 
Mstep: Class 17 contains 2698 members 
Mstep: Class 19 contains 8080 members 
Mstep: Class 22 contains 5408 members 
Mstep: Class 23 contains 8478 members 
Mstep: Class 24 contains 2468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42155960.000000 Penalty: 37101.382812
Iteration 25Q: 18 clusters Score -4.215596e+07 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 1792 members 
Mstep: Class 3 contains 26724 members 
Mstep: Class 4 contains 138310 members 
Mstep: Class 6 contains 5519 members 
Mstep: Class 8 contains 80067 members 
Mstep: Class 9 contains 18289 members 
Mstep: Class 11 contains 20215 members 
Mstep: Class 12 contains 5951 members 
Mstep: Class 13 contains 324372 members 
Mstep: Class 14 contains 2520 members 
Mstep: Class 15 contains 18060 members 
Mstep: Class 16 contains 11060 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 19 contains 8052 members 
Mstep: Class 22 contains 5770 members 
Mstep: Class 23 contains 8685 members 
Mstep: Class 24 contains 2286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42157596.000000 Penalty: 37101.382812
Iteration 26Q: 18 clusters Score -4.21576e+07 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 1868 members 
Mstep: Class 3 contains 24924 members 
Mstep: Class 4 contains 136654 members 
Mstep: Class 6 contains 5592 members 
Mstep: Class 8 contains 79956 members 
Mstep: Class 9 contains 18508 members 
Mstep: Class 11 contains 19613 members 
Mstep: Class 12 contains 5864 members 
Mstep: Class 13 contains 328085 members 
Mstep: Class 14 contains 2554 members 
Mstep: Class 15 contains 17686 members 
Mstep: Class 16 contains 11155 members 
Mstep: Class 17 contains 2660 members 
Mstep: Class 19 contains 8024 members 
Mstep: Class 22 contains 6175 members 
Mstep: Class 23 contains 8855 members 
Mstep: Class 24 contains 2173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42159208.000000 Penalty: 37101.382812
Iteration 27Q: 18 clusters Score -4.215921e+07 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 1974 members 
Mstep: Class 3 contains 23274 members 
Mstep: Class 4 contains 134842 members 
Mstep: Class 6 contains 5626 members 
Mstep: Class 8 contains 79853 members 
Mstep: Class 9 contains 18718 members 
Mstep: Class 11 contains 19060 members 
Mstep: Class 12 contains 5775 members 
Mstep: Class 13 contains 331611 members 
Mstep: Class 14 contains 2597 members 
Mstep: Class 15 contains 17375 members 
Mstep: Class 16 contains 11257 members 
Mstep: Class 17 contains 2668 members 
Mstep: Class 19 contains 8018 members 
Mstep: Class 22 contains 6609 members 
Mstep: Class 23 contains 9021 members 
Mstep: Class 24 contains 2068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42160644.000000 Penalty: 37101.382812
Iteration 28Q: 18 clusters Score -4.216064e+07 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 2073 members 
Mstep: Class 3 contains 21728 members 
Mstep: Class 4 contains 132980 members 
Mstep: Class 6 contains 5659 members 
Mstep: Class 8 contains 79747 members 
Mstep: Class 9 contains 18933 members 
Mstep: Class 11 contains 18513 members 
Mstep: Class 12 contains 5693 members 
Mstep: Class 13 contains 335007 members 
Mstep: Class 14 contains 2623 members 
Mstep: Class 15 contains 17091 members 
Mstep: Class 16 contains 11349 members 
Mstep: Class 17 contains 2692 members 
Mstep: Class 19 contains 8002 members 
Mstep: Class 22 contains 7104 members 
Mstep: Class 23 contains 9157 members 
Mstep: Class 24 contains 1995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42162120.000000 Penalty: 37101.382812
Iteration 29Q: 18 clusters Score -4.216212e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 2155 members 
Mstep: Class 3 contains 20306 members 
Mstep: Class 4 contains 131053 members 
Mstep: Class 6 contains 5706 members 
Mstep: Class 8 contains 79627 members 
Mstep: Class 9 contains 19102 members 
Mstep: Class 11 contains 17987 members 
Mstep: Class 12 contains 5616 members 
Mstep: Class 13 contains 338345 members 
Mstep: Class 14 contains 2645 members 
Mstep: Class 15 contains 16886 members 
Mstep: Class 16 contains 11415 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 19 contains 7988 members 
Mstep: Class 22 contains 7605 members 
Mstep: Class 23 contains 9258 members 
Mstep: Class 24 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42163352.000000 Penalty: 37101.382812
Iteration 30Q: 18 clusters Score -4.216335e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 2232 members 
Mstep: Class 3 contains 18970 members 
Mstep: Class 4 contains 129158 members 
Mstep: Class 6 contains 5759 members 
Mstep: Class 8 contains 79524 members 
Mstep: Class 9 contains 19265 members 
Mstep: Class 11 contains 17477 members 
Mstep: Class 12 contains 5533 members 
Mstep: Class 13 contains 341554 members 
Mstep: Class 14 contains 2663 members 
Mstep: Class 15 contains 16705 members 
Mstep: Class 16 contains 11460 members 
Mstep: Class 17 contains 2727 members 
Mstep: Class 19 contains 7985 members 
Mstep: Class 22 contains 8057 members 
Mstep: Class 23 contains 9354 members 
Mstep: Class 24 contains 1923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42164444.000000 Penalty: 37101.382812
Iteration 31Q: 18 clusters Score -4.216444e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 2295 members 
Mstep: Class 3 contains 17738 members 
Mstep: Class 4 contains 127293 members 
Mstep: Class 6 contains 5810 members 
Mstep: Class 8 contains 79434 members 
Mstep: Class 9 contains 19365 members 
Mstep: Class 11 contains 16984 members 
Mstep: Class 12 contains 5456 members 
Mstep: Class 13 contains 344707 members 
Mstep: Class 14 contains 2678 members 
Mstep: Class 15 contains 16546 members 
Mstep: Class 16 contains 11493 members 
Mstep: Class 17 contains 2746 members 
Mstep: Class 19 contains 7975 members 
Mstep: Class 22 contains 8472 members 
Mstep: Class 23 contains 9443 members 
Mstep: Class 24 contains 1911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42165616.000000 Penalty: 37101.382812
Iteration 32Q: 18 clusters Score -4.216562e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 2346 members 
Mstep: Class 3 contains 16583 members 
Mstep: Class 4 contains 125326 members 
Mstep: Class 6 contains 5859 members 
Mstep: Class 8 contains 79347 members 
Mstep: Class 9 contains 19418 members 
Mstep: Class 11 contains 16550 members 
Mstep: Class 12 contains 5385 members 
Mstep: Class 13 contains 347897 members 
Mstep: Class 14 contains 2688 members 
Mstep: Class 15 contains 16435 members 
Mstep: Class 16 contains 11528 members 
Mstep: Class 17 contains 2766 members 
Mstep: Class 19 contains 7968 members 
Mstep: Class 22 contains 8844 members 
Mstep: Class 23 contains 9508 members 
Mstep: Class 24 contains 1898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42166808.000000 Penalty: 37101.382812
Iteration 33Q: 18 clusters Score -4.216681e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 2374 members 
Mstep: Class 3 contains 15517 members 
Mstep: Class 4 contains 123343 members 
Mstep: Class 6 contains 5910 members 
Mstep: Class 8 contains 79263 members 
Mstep: Class 9 contains 19440 members 
Mstep: Class 11 contains 16130 members 
Mstep: Class 12 contains 5315 members 
Mstep: Class 13 contains 351075 members 
Mstep: Class 14 contains 2700 members 
Mstep: Class 15 contains 16368 members 
Mstep: Class 16 contains 11541 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 19 contains 7959 members 
Mstep: Class 22 contains 9161 members 
Mstep: Class 23 contains 9582 members 
Mstep: Class 24 contains 1891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42167872.000000 Penalty: 37101.382812
Iteration 34Q: 18 clusters Score -4.216787e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 2392 members 
Mstep: Class 3 contains 14639 members 
Mstep: Class 4 contains 121365 members 
Mstep: Class 6 contains 5950 members 
Mstep: Class 8 contains 79190 members 
Mstep: Class 9 contains 19414 members 
Mstep: Class 11 contains 15750 members 
Mstep: Class 12 contains 5233 members 
Mstep: Class 13 contains 354104 members 
Mstep: Class 14 contains 2706 members 
Mstep: Class 15 contains 16292 members 
Mstep: Class 16 contains 11542 members 
Mstep: Class 17 contains 2808 members 
Mstep: Class 19 contains 7947 members 
Mstep: Class 22 contains 9473 members 
Mstep: Class 23 contains 9653 members 
Mstep: Class 24 contains 1888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42168760.000000 Penalty: 37101.382812
Iteration 35Q: 18 clusters Score -4.216876e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 13849 members 
Mstep: Class 4 contains 119406 members 
Mstep: Class 6 contains 5983 members 
Mstep: Class 8 contains 79141 members 
Mstep: Class 9 contains 19333 members 
Mstep: Class 11 contains 15396 members 
Mstep: Class 12 contains 5141 members 
Mstep: Class 13 contains 357015 members 
Mstep: Class 14 contains 2720 members 
Mstep: Class 15 contains 16232 members 
Mstep: Class 16 contains 11534 members 
Mstep: Class 17 contains 2868 members 
Mstep: Class 19 contains 7920 members 
Mstep: Class 22 contains 9802 members 
Mstep: Class 23 contains 9710 members 
Mstep: Class 24 contains 1887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42169596.000000 Penalty: 37101.382812
Iteration 36Q: 18 clusters Score -4.21696e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 3 contains 13083 members 
Mstep: Class 4 contains 117413 members 
Mstep: Class 6 contains 6043 members 
Mstep: Class 8 contains 79089 members 
Mstep: Class 9 contains 19223 members 
Mstep: Class 11 contains 15071 members 
Mstep: Class 12 contains 5031 members 
Mstep: Class 13 contains 359883 members 
Mstep: Class 14 contains 2743 members 
Mstep: Class 15 contains 16193 members 
Mstep: Class 16 contains 11532 members 
Mstep: Class 17 contains 2957 members 
Mstep: Class 19 contains 7890 members 
Mstep: Class 22 contains 10124 members 
Mstep: Class 23 contains 9768 members 
Mstep: Class 24 contains 1873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170800.000000 Penalty: 37101.382812
Iteration 37Q: 18 clusters Score -4.21708e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 2447 members 
Mstep: Class 3 contains 12404 members 
Mstep: Class 4 contains 115629 members 
Mstep: Class 6 contains 6077 members 
Mstep: Class 8 contains 79023 members 
Mstep: Class 9 contains 19029 members 
Mstep: Class 11 contains 14752 members 
Mstep: Class 12 contains 4911 members 
Mstep: Class 13 contains 362600 members 
Mstep: Class 14 contains 2747 members 
Mstep: Class 15 contains 16161 members 
Mstep: Class 16 contains 11530 members 
Mstep: Class 17 contains 3064 members 
Mstep: Class 19 contains 7874 members 
Mstep: Class 22 contains 10384 members 
Mstep: Class 23 contains 9845 members 
Mstep: Class 24 contains 1869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171928.000000 Penalty: 37101.382812
Iteration 38Q: 18 clusters Score -4.217193e+07 nChanged 4945
Entering ConstructFrom: 
Score: -42171928.000000 Penalty: 37101.382812
Entering ConstructFrom: 
Trying to split cluster 2 (2455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Entering Unmasked Estep 
Score: -161047.484375 Penalty: 1268.455811
	Iteration 0F: 2 clusters Score -161047.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -158645.640625 Penalty: 2536.911621
	Iteration 0F: 3 clusters Score -158645.6 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -159181.765625 Penalty: 2536.911621
	Iteration 1F: 3 clusters Score -159181.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -159298.453125 Penalty: 2536.911621
	Iteration 2F: 3 clusters Score -159298.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -159365.031250 Penalty: 2536.911621
	Iteration 3Q: 3 clusters Score -159365 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -159411.312500 Penalty: 2536.911621
	Iteration 4Q: 3 clusters Score -159411.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -159446.640625 Penalty: 2536.911621
	Iteration 5Q: 3 clusters Score -159446.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -159474.718750 Penalty: 2536.911621
	Iteration 6Q: 3 clusters Score -159474.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -159505.406250 Penalty: 2536.911621
	Iteration 7Q: 3 clusters Score -159505.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -159544.453125 Penalty: 2536.911621
	Iteration 8Q: 3 clusters Score -159544.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -159575.687500 Penalty: 2536.911621
	Iteration 9Q: 3 clusters Score -159575.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -159603.062500 Penalty: 2536.911621
	Iteration 10Q: 3 clusters Score -159603.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -159626.656250 Penalty: 2536.911621
	Iteration 11Q: 3 clusters Score -159626.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -159647.156250 Penalty: 2536.911621
	Iteration 12Q: 3 clusters Score -159647.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -159667.671875 Penalty: 2536.911621
	Iteration 13Q: 3 clusters Score -159667.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -159685.046875 Penalty: 2536.911621
	Iteration 14Q: 3 clusters Score -159685 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -159701.921875 Penalty: 2536.911621
	Iteration 15Q: 3 clusters Score -159701.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -159714.671875 Penalty: 2536.911621
	Iteration 16Q: 3 clusters Score -159714.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -159727.281250 Penalty: 2536.911621
	Iteration 17Q: 3 clusters Score -159727.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -159738.093750 Penalty: 2536.911621
	Iteration 18Q: 3 clusters Score -159738.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -159749.500000 Penalty: 2536.911621
	Iteration 19Q: 3 clusters Score -159749.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -159762.093750 Penalty: 2536.911621
	Iteration 20F: 3 clusters Score -159762.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -159771.250000 Penalty: 2536.911621
	Iteration 21Q: 3 clusters Score -159771.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -159779.734375 Penalty: 2536.911621
	Iteration 22Q: 3 clusters Score -159779.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -159789.921875 Penalty: 2536.911621
	Iteration 23Q: 3 clusters Score -159789.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -159800.796875 Penalty: 2536.911621
	Iteration 24Q: 3 clusters Score -159800.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -159816.718750 Penalty: 2536.911621
	Iteration 25Q: 3 clusters Score -159816.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -159832.718750 Penalty: 2536.911621
	Iteration 26Q: 3 clusters Score -159832.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -159846.843750 Penalty: 2536.911621
	Iteration 27Q: 3 clusters Score -159846.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -159860.234375 Penalty: 2536.911621
	Iteration 28Q: 3 clusters Score -159860.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -159869.875000 Penalty: 2536.911621
	Iteration 29Q: 3 clusters Score -159869.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -159879.859375 Penalty: 2536.911621
	Iteration 30Q: 3 clusters Score -159879.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -159885.562500 Penalty: 2536.911621
	Iteration 31Q: 3 clusters Score -159885.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -159890.343750 Penalty: 2536.911621
	Iteration 32Q: 3 clusters Score -159890.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -159898.796875 Penalty: 2536.911621
	Iteration 33Q: 3 clusters Score -159898.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -159905.640625 Penalty: 2536.911621
	Iteration 34Q: 3 clusters Score -159905.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -159916.781250 Penalty: 2536.911621
	Iteration 35Q: 3 clusters Score -159916.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -159931.515625 Penalty: 2536.911621
	Iteration 36Q: 3 clusters Score -159931.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -159945.921875 Penalty: 2536.911621
	Iteration 37Q: 3 clusters Score -159945.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -159956.796875 Penalty: 2536.911621
	Iteration 38Q: 3 clusters Score -159956.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -159965.718750 Penalty: 2536.911621
	Iteration 39Q: 3 clusters Score -159965.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -159970.234375 Penalty: 2536.911621
	Iteration 40F: 3 clusters Score -159970.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -159971.375000 Penalty: 2536.911621
	Iteration 41Q: 3 clusters Score -159971.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -159972.968750 Penalty: 2536.911621
	Iteration 42Q: 3 clusters Score -159973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -159974.015625 Penalty: 2536.911621
	Iteration 43Q: 3 clusters Score -159974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -159974.015625 Penalty: 2536.911621
	Iteration 44F: 3 clusters Score -159974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Entering Unmasked Estep 
Score: -773175.312500 Penalty: 1523.314575
	Iteration 0F: 2 clusters Score -773175.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -764832.625000 Penalty: 3046.629150
	Iteration 0F: 3 clusters Score -764832.6 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -767488.375000 Penalty: 3046.629150
	Iteration 1F: 3 clusters Score -767488.4 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -767739.750000 Penalty: 3046.629150
	Iteration 2F: 3 clusters Score -767739.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -767953.062500 Penalty: 3046.629150
	Iteration 3Q: 3 clusters Score -767953.1 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -768183.375000 Penalty: 3046.629150
	Iteration 4Q: 3 clusters Score -768183.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -768418.687500 Penalty: 3046.629150
	Iteration 5Q: 3 clusters Score -768418.7 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -768676.750000 Penalty: 3046.629150
	Iteration 6Q: 3 clusters Score -768676.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -769014.250000 Penalty: 3046.629150
	Iteration 7Q: 3 clusters Score -769014.2 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -769403.250000 Penalty: 3046.629150
	Iteration 8F: 3 clusters Score -769403.2 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -769834.500000 Penalty: 3046.629150
	Iteration 9F: 3 clusters Score -769834.5 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -770309.875000 Penalty: 3046.629150
	Iteration 10F: 3 clusters Score -770309.9 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -770763.500000 Penalty: 3046.629150
	Iteration 11Q: 3 clusters Score -770763.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -771126.687500 Penalty: 3046.629150
	Iteration 12Q: 3 clusters Score -771126.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -771403.312500 Penalty: 3046.629150
	Iteration 13Q: 3 clusters Score -771403.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -771602.062500 Penalty: 3046.629150
	Iteration 14Q: 3 clusters Score -771602.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -771705.437500 Penalty: 3046.629150
	Iteration 15Q: 3 clusters Score -771705.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -771776.875000 Penalty: 3046.629150
	Iteration 16Q: 3 clusters Score -771776.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -771829.000000 Penalty: 3046.629150
	Iteration 17Q: 3 clusters Score -771829 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -771861.750000 Penalty: 3046.629150
	Iteration 18Q: 3 clusters Score -771861.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -771881.875000 Penalty: 3046.629150
	Iteration 19Q: 3 clusters Score -771881.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -771896.312500 Penalty: 3046.629150
	Iteration 20F: 3 clusters Score -771896.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -771910.812500 Penalty: 3046.629150
	Iteration 21Q: 3 clusters Score -771910.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -771917.187500 Penalty: 3046.629150
	Iteration 22Q: 3 clusters Score -771917.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -771924.187500 Penalty: 3046.629150
	Iteration 23Q: 3 clusters Score -771924.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -771930.062500 Penalty: 3046.629150
	Iteration 24Q: 3 clusters Score -771930.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -771933.875000 Penalty: 3046.629150
	Iteration 25Q: 3 clusters Score -771933.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -771940.687500 Penalty: 3046.629150
	Iteration 26Q: 3 clusters Score -771940.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -771942.062500 Penalty: 3046.629150
	Iteration 27Q: 3 clusters Score -771942.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -771946.375000 Penalty: 3046.629150
	Iteration 28Q: 3 clusters Score -771946.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -771946.937500 Penalty: 3046.629150
	Iteration 29Q: 3 clusters Score -771946.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -771948.437500 Penalty: 3046.629150
	Iteration 30Q: 3 clusters Score -771948.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -771948.687500 Penalty: 3046.629150
	Iteration 31Q: 3 clusters Score -771948.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -771950.312500 Penalty: 3046.629150
	Iteration 32Q: 3 clusters Score -771950.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -771950.312500 Penalty: 3046.629150
	Iteration 33F: 3 clusters Score -771950.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (113751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113751 members 
Entering Unmasked Estep 
Score: -7251667.500000 Penalty: 1891.787231
	Iteration 0F: 2 clusters Score -7251668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56892 members 
Mstep: Class 2 contains 56859 members 
Entering Unmasked Estep 
Score: -7175639.500000 Penalty: 3783.574463
	Iteration 0F: 3 clusters Score -7175640 nChanged 54469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56025 members 
Mstep: Class 2 contains 57726 members 
Entering Unmasked Estep 
Score: -7208166.500000 Penalty: 3783.574463
	Iteration 1F: 3 clusters Score -7208166 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55775 members 
Mstep: Class 2 contains 57976 members 
Entering Unmasked Estep 
Score: -7209646.000000 Penalty: 3783.574463
	Iteration 2Q: 3 clusters Score -7209646 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55357 members 
Mstep: Class 2 contains 58394 members 
Entering Unmasked Estep 
Score: -7211776.500000 Penalty: 3783.574463
	Iteration 3Q: 3 clusters Score -7211776 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54838 members 
Mstep: Class 2 contains 58913 members 
Entering Unmasked Estep 
Score: -7215011.500000 Penalty: 3783.574463
	Iteration 4F: 3 clusters Score -7215012 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54150 members 
Mstep: Class 2 contains 59601 members 
Entering Unmasked Estep 
Score: -7219566.000000 Penalty: 3783.574463
	Iteration 5F: 3 clusters Score -7219566 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53427 members 
Mstep: Class 2 contains 60324 members 
Entering Unmasked Estep 
Score: -7225309.000000 Penalty: 3783.574463
	Iteration 6F: 3 clusters Score -7225309 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52851 members 
Mstep: Class 2 contains 60900 members 
Entering Unmasked Estep 
Score: -7231522.000000 Penalty: 3783.574463
	Iteration 7F: 3 clusters Score -7231522 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52304 members 
Mstep: Class 2 contains 61447 members 
Entering Unmasked Estep 
Score: -7236274.000000 Penalty: 3783.574463
	Iteration 8F: 3 clusters Score -7236274 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51748 members 
Mstep: Class 2 contains 62003 members 
Entering Unmasked Estep 
Score: -7238779.500000 Penalty: 3783.574463
	Iteration 9Q: 3 clusters Score -7238780 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51131 members 
Mstep: Class 2 contains 62620 members 
Entering Unmasked Estep 
Score: -7239859.000000 Penalty: 3783.574463
	Iteration 10Q: 3 clusters Score -7239859 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50525 members 
Mstep: Class 2 contains 63226 members 
Entering Unmasked Estep 
Score: -7240375.500000 Penalty: 3783.574463
	Iteration 11Q: 3 clusters Score -7240376 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49829 members 
Mstep: Class 2 contains 63922 members 
Entering Unmasked Estep 
Score: -7240789.000000 Penalty: 3783.574463
	Iteration 12Q: 3 clusters Score -7240789 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49209 members 
Mstep: Class 2 contains 64542 members 
Entering Unmasked Estep 
Score: -7241114.000000 Penalty: 3783.574463
	Iteration 13Q: 3 clusters Score -7241114 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48545 members 
Mstep: Class 2 contains 65206 members 
Entering Unmasked Estep 
Score: -7241413.000000 Penalty: 3783.574463
	Iteration 14Q: 3 clusters Score -7241413 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47846 members 
Mstep: Class 2 contains 65905 members 
Entering Unmasked Estep 
Score: -7241736.500000 Penalty: 3783.574463
	Iteration 15Q: 3 clusters Score -7241736 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47113 members 
Mstep: Class 2 contains 66638 members 
Entering Unmasked Estep 
Score: -7241984.000000 Penalty: 3783.574463
	Iteration 16Q: 3 clusters Score -7241984 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 67370 members 
Entering Unmasked Estep 
Score: -7242182.500000 Penalty: 3783.574463
	Iteration 17Q: 3 clusters Score -7242182 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45616 members 
Mstep: Class 2 contains 68135 members 
Entering Unmasked Estep 
Score: -7242407.000000 Penalty: 3783.574463
	Iteration 18Q: 3 clusters Score -7242407 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 68925 members 
Entering Unmasked Estep 
Score: -7242588.500000 Penalty: 3783.574463
	Iteration 19Q: 3 clusters Score -7242588 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 69691 members 
Entering Unmasked Estep 
Score: -7242754.500000 Penalty: 3783.574463
	Iteration 20F: 3 clusters Score -7242754 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 70516 members 
Entering Unmasked Estep 
Score: -7242971.000000 Penalty: 3783.574463
	Iteration 21Q: 3 clusters Score -7242971 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 71368 members 
Entering Unmasked Estep 
Score: -7243134.500000 Penalty: 3783.574463
	Iteration 22Q: 3 clusters Score -7243134 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 72273 members 
Entering Unmasked Estep 
Score: -7243370.000000 Penalty: 3783.574463
	Iteration 23Q: 3 clusters Score -7243370 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 73244 members 
Entering Unmasked Estep 
Score: -7243574.000000 Penalty: 3783.574463
	Iteration 24Q: 3 clusters Score -7243574 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 74287 members 
Entering Unmasked Estep 
Score: -7243806.000000 Penalty: 3783.574463
	Iteration 25Q: 3 clusters Score -7243806 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 75393 members 
Entering Unmasked Estep 
Score: -7244116.500000 Penalty: 3783.574463
	Iteration 26Q: 3 clusters Score -7244116 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 76538 members 
Entering Unmasked Estep 
Score: -7244440.000000 Penalty: 3783.574463
	Iteration 27Q: 3 clusters Score -7244440 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 77769 members 
Entering Unmasked Estep 
Score: -7244853.500000 Penalty: 3783.574463
	Iteration 28Q: 3 clusters Score -7244854 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 79060 members 
Entering Unmasked Estep 
Score: -7245315.500000 Penalty: 3783.574463
	Iteration 29Q: 3 clusters Score -7245316 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 80433 members 
Entering Unmasked Estep 
Score: -7245891.500000 Penalty: 3783.574463
	Iteration 30Q: 3 clusters Score -7245892 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 81845 members 
Entering Unmasked Estep 
Score: -7246613.000000 Penalty: 3783.574463
	Iteration 31Q: 3 clusters Score -7246613 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 83342 members 
Entering Unmasked Estep 
Score: -7247348.500000 Penalty: 3783.574463
	Iteration 32Q: 3 clusters Score -7247348 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 84815 members 
Entering Unmasked Estep 
Score: -7248075.000000 Penalty: 3783.574463
	Iteration 33Q: 3 clusters Score -7248075 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 86114 members 
Entering Unmasked Estep 
Score: -7248716.000000 Penalty: 3783.574463
	Iteration 34Q: 3 clusters Score -7248716 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 87289 members 
Entering Unmasked Estep 
Score: -7249193.500000 Penalty: 3783.574463
	Iteration 35Q: 3 clusters Score -7249194 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 88325 members 
Entering Unmasked Estep 
Score: -7249487.500000 Penalty: 3783.574463
	Iteration 36Q: 3 clusters Score -7249488 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 89241 members 
Entering Unmasked Estep 
Score: -7249708.000000 Penalty: 3783.574463
	Iteration 37Q: 3 clusters Score -7249708 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 90045 members 
Entering Unmasked Estep 
Score: -7249919.500000 Penalty: 3783.574463
	Iteration 38Q: 3 clusters Score -7249920 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 90767 members 
Entering Unmasked Estep 
Score: -7250039.000000 Penalty: 3783.574463
	Iteration 39Q: 3 clusters Score -7250039 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 91418 members 
Entering Unmasked Estep 
Score: -7250165.500000 Penalty: 3783.574463
	Iteration 40F: 3 clusters Score -7250166 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 92045 members 
Entering Unmasked Estep 
Score: -7250252.000000 Penalty: 3783.574463
	Iteration 41Q: 3 clusters Score -7250252 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 92618 members 
Entering Unmasked Estep 
Score: -7250304.000000 Penalty: 3783.574463
	Iteration 42Q: 3 clusters Score -7250304 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 93093 members 
Entering Unmasked Estep 
Score: -7250354.000000 Penalty: 3783.574463
	Iteration 43Q: 3 clusters Score -7250354 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 93516 members 
Entering Unmasked Estep 
Score: -7250444.000000 Penalty: 3783.574463
	Iteration 44Q: 3 clusters Score -7250444 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 93892 members 
Entering Unmasked Estep 
Score: -7250466.000000 Penalty: 3783.574463
	Iteration 45Q: 3 clusters Score -7250466 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 94232 members 
Entering Unmasked Estep 
Score: -7250502.500000 Penalty: 3783.574463
	Iteration 46Q: 3 clusters Score -7250502 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 94558 members 
Entering Unmasked Estep 
Score: -7250540.000000 Penalty: 3783.574463
	Iteration 47Q: 3 clusters Score -7250540 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 94850 members 
Entering Unmasked Estep 
Score: -7250538.500000 Penalty: 3783.574463
	Iteration 48Q: 3 clusters Score -7250538 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 95120 members 
Entering Unmasked Estep 
Score: -7250563.500000 Penalty: 3783.574463
	Iteration 49Q: 3 clusters Score -7250564 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 95371 members 
Entering Unmasked Estep 
Score: -7250591.000000 Penalty: 3783.574463
	Iteration 50Q: 3 clusters Score -7250591 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 95588 members 
Entering Unmasked Estep 
Score: -7250610.000000 Penalty: 3783.574463
	Iteration 51Q: 3 clusters Score -7250610 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 95786 members 
Entering Unmasked Estep 
Score: -7250619.000000 Penalty: 3783.574463
	Iteration 52Q: 3 clusters Score -7250619 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 95977 members 
Entering Unmasked Estep 
Score: -7250622.000000 Penalty: 3783.574463
	Iteration 53Q: 3 clusters Score -7250622 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 96175 members 
Entering Unmasked Estep 
Score: -7250655.000000 Penalty: 3783.574463
	Iteration 54Q: 3 clusters Score -7250655 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 96346 members 
Entering Unmasked Estep 
Score: -7250659.000000 Penalty: 3783.574463
	Iteration 55Q: 3 clusters Score -7250659 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 96501 members 
Entering Unmasked Estep 
Score: -7250678.000000 Penalty: 3783.574463
	Iteration 56Q: 3 clusters Score -7250678 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 96642 members 
Entering Unmasked Estep 
Score: -7250689.500000 Penalty: 3783.574463
	Iteration 57Q: 3 clusters Score -7250690 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 96786 members 
Entering Unmasked Estep 
Score: -7250703.500000 Penalty: 3783.574463
	Iteration 58Q: 3 clusters Score -7250704 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 96918 members 
Entering Unmasked Estep 
Score: -7250699.000000 Penalty: 3783.574463
	Iteration 59Q: 3 clusters Score -7250699 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 97062 members 
Entering Unmasked Estep 
Score: -7250702.000000 Penalty: 3783.574463
	Iteration 60F: 3 clusters Score -7250702 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 97211 members 
Entering Unmasked Estep 
Score: -7250707.500000 Penalty: 3783.574463
	Iteration 61Q: 3 clusters Score -7250708 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 97338 members 
Entering Unmasked Estep 
Score: -7250693.000000 Penalty: 3783.574463
	Iteration 62Q: 3 clusters Score -7250693 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 97448 members 
Entering Unmasked Estep 
Score: -7250716.500000 Penalty: 3783.574463
	Iteration 63Q: 3 clusters Score -7250716 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 97572 members 
Entering Unmasked Estep 
Score: -7250730.500000 Penalty: 3783.574463
	Iteration 64Q: 3 clusters Score -7250730 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 97678 members 
Entering Unmasked Estep 
Score: -7250742.000000 Penalty: 3783.574463
	Iteration 65Q: 3 clusters Score -7250742 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 97767 members 
Entering Unmasked Estep 
Score: -7250751.500000 Penalty: 3783.574463
	Iteration 66Q: 3 clusters Score -7250752 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 97841 members 
Entering Unmasked Estep 
Score: -7250742.000000 Penalty: 3783.574463
	Iteration 67Q: 3 clusters Score -7250742 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 97905 members 
Entering Unmasked Estep 
Score: -7250753.500000 Penalty: 3783.574463
	Iteration 68Q: 3 clusters Score -7250754 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 97959 members 
Entering Unmasked Estep 
Score: -7250767.500000 Penalty: 3783.574463
	Iteration 69Q: 3 clusters Score -7250768 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 98002 members 
Entering Unmasked Estep 
Score: -7250768.500000 Penalty: 3783.574463
	Iteration 70Q: 3 clusters Score -7250768 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 98042 members 
Entering Unmasked Estep 
Score: -7250778.000000 Penalty: 3783.574463
	Iteration 71Q: 3 clusters Score -7250778 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 98095 members 
Entering Unmasked Estep 
Score: -7250782.500000 Penalty: 3783.574463
	Iteration 72Q: 3 clusters Score -7250782 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 98144 members 
Entering Unmasked Estep 
Score: -7250771.000000 Penalty: 3783.574463
	Iteration 73Q: 3 clusters Score -7250771 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 98179 members 
Entering Unmasked Estep 
Score: -7250763.000000 Penalty: 3783.574463
	Iteration 74Q: 3 clusters Score -7250763 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 98211 members 
Entering Unmasked Estep 
Score: -7250760.500000 Penalty: 3783.574463
	Iteration 75Q: 3 clusters Score -7250760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 98240 members 
Entering Unmasked Estep 
Score: -7250749.000000 Penalty: 3783.574463
	Iteration 76Q: 3 clusters Score -7250749 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 98275 members 
Entering Unmasked Estep 
Score: -7250750.500000 Penalty: 3783.574463
	Iteration 77Q: 3 clusters Score -7250750 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 98313 members 
Entering Unmasked Estep 
Score: -7250758.500000 Penalty: 3783.574463
	Iteration 78Q: 3 clusters Score -7250758 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 98358 members 
Entering Unmasked Estep 
Score: -7250755.000000 Penalty: 3783.574463
	Iteration 79Q: 3 clusters Score -7250755 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 98393 members 
Entering Unmasked Estep 
Score: -7250759.500000 Penalty: 3783.574463
	Iteration 80F: 3 clusters Score -7250760 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 98429 members 
Entering Unmasked Estep 
Score: -7250760.500000 Penalty: 3783.574463
	Iteration 81Q: 3 clusters Score -7250760 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 98471 members 
Entering Unmasked Estep 
Score: -7250761.500000 Penalty: 3783.574463
	Iteration 82Q: 3 clusters Score -7250762 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 98504 members 
Entering Unmasked Estep 
Score: -7250777.500000 Penalty: 3783.574463
	Iteration 83Q: 3 clusters Score -7250778 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 98534 members 
Entering Unmasked Estep 
Score: -7250777.000000 Penalty: 3783.574463
	Iteration 84Q: 3 clusters Score -7250777 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 98560 members 
Entering Unmasked Estep 
Score: -7250781.000000 Penalty: 3783.574463
	Iteration 85Q: 3 clusters Score -7250781 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 98583 members 
Entering Unmasked Estep 
Score: -7250786.500000 Penalty: 3783.574463
	Iteration 86Q: 3 clusters Score -7250786 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 98610 members 
Entering Unmasked Estep 
Score: -7250786.000000 Penalty: 3783.574463
	Iteration 87Q: 3 clusters Score -7250786 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 98637 members 
Entering Unmasked Estep 
Score: -7250790.500000 Penalty: 3783.574463
	Iteration 88Q: 3 clusters Score -7250790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 98659 members 
Entering Unmasked Estep 
Score: -7250784.500000 Penalty: 3783.574463
	Iteration 89Q: 3 clusters Score -7250784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 98675 members 
Entering Unmasked Estep 
Score: -7250784.000000 Penalty: 3783.574463
	Iteration 90Q: 3 clusters Score -7250784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 98687 members 
Entering Unmasked Estep 
Score: -7250788.000000 Penalty: 3783.574463
	Iteration 91Q: 3 clusters Score -7250788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 98700 members 
Entering Unmasked Estep 
Score: -7250784.500000 Penalty: 3783.574463
	Iteration 92Q: 3 clusters Score -7250784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 98712 members 
Entering Unmasked Estep 
Score: -7250789.000000 Penalty: 3783.574463
	Iteration 93Q: 3 clusters Score -7250789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 98730 members 
Entering Unmasked Estep 
Score: -7250783.500000 Penalty: 3783.574463
	Iteration 94Q: 3 clusters Score -7250784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 98745 members 
Entering Unmasked Estep 
Score: -7250777.000000 Penalty: 3783.574463
	Iteration 95Q: 3 clusters Score -7250777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 98761 members 
Entering Unmasked Estep 
Score: -7250799.000000 Penalty: 3783.574463
	Iteration 96Q: 3 clusters Score -7250799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 98772 members 
Entering Unmasked Estep 
Score: -7250789.500000 Penalty: 3783.574463
	Iteration 97Q: 3 clusters Score -7250790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 98782 members 
Entering Unmasked Estep 
Score: -7250797.000000 Penalty: 3783.574463
	Iteration 98Q: 3 clusters Score -7250797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 98787 members 
Entering Unmasked Estep 
Score: -7250793.500000 Penalty: 3783.574463
	Iteration 99Q: 3 clusters Score -7250794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 98789 members 
Entering Unmasked Estep 
Score: -7250792.000000 Penalty: 3783.574463
	Iteration 100F: 3 clusters Score -7250792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 98793 members 
Entering Unmasked Estep 
Score: -7250788.000000 Penalty: 3783.574463
	Iteration 101Q: 3 clusters Score -7250788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 98795 members 
Entering Unmasked Estep 
Score: -7250787.500000 Penalty: 3783.574463
	Iteration 102Q: 3 clusters Score -7250788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 98798 members 
Entering Unmasked Estep 
Score: -7250789.500000 Penalty: 3783.574463
	Iteration 103Q: 3 clusters Score -7250790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 98801 members 
Entering Unmasked Estep 
Score: -7250787.500000 Penalty: 3783.574463
	Iteration 104Q: 3 clusters Score -7250788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 98804 members 
Entering Unmasked Estep 
Score: -7250788.500000 Penalty: 3783.574463
	Iteration 105Q: 3 clusters Score -7250788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 98805 members 
Entering Unmasked Estep 
Score: -7250791.500000 Penalty: 3783.574463
	Iteration 106Q: 3 clusters Score -7250792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 98807 members 
Entering Unmasked Estep 
Score: -7250785.500000 Penalty: 3783.574463
	Iteration 107Q: 3 clusters Score -7250786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 98812 members 
Entering Unmasked Estep 
Score: -7250786.000000 Penalty: 3783.574463
	Iteration 108Q: 3 clusters Score -7250786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 98815 members 
Entering Unmasked Estep 
Score: -7250788.500000 Penalty: 3783.574463
	Iteration 109Q: 3 clusters Score -7250788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 98816 members 
Entering Unmasked Estep 
Score: -7250787.000000 Penalty: 3783.574463
	Iteration 110Q: 3 clusters Score -7250787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 98818 members 
Entering Unmasked Estep 
Score: -7250784.500000 Penalty: 3783.574463
	Iteration 111Q: 3 clusters Score -7250784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 98822 members 
Entering Unmasked Estep 
Score: -7250786.500000 Penalty: 3783.574463
	Iteration 112Q: 3 clusters Score -7250786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 98827 members 
Entering Unmasked Estep 
Score: -7250785.000000 Penalty: 3783.574463
	Iteration 113Q: 3 clusters Score -7250785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 98830 members 
Entering Unmasked Estep 
Score: -7250781.500000 Penalty: 3783.574463
	Iteration 114Q: 3 clusters Score -7250782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 98834 members 
Entering Unmasked Estep 
Score: -7250790.000000 Penalty: 3783.574463
	Iteration 115Q: 3 clusters Score -7250790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 98840 members 
Entering Unmasked Estep 
Score: -7250792.500000 Penalty: 3783.574463
	Iteration 116Q: 3 clusters Score -7250792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 98847 members 
Entering Unmasked Estep 
Score: -7250784.000000 Penalty: 3783.574463
	Iteration 117Q: 3 clusters Score -7250784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 98855 members 
Entering Unmasked Estep 
Score: -7250782.500000 Penalty: 3783.574463
	Iteration 118Q: 3 clusters Score -7250782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 98865 members 
Entering Unmasked Estep 
Score: -7250791.000000 Penalty: 3783.574463
	Iteration 119Q: 3 clusters Score -7250791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 98873 members 
Entering Unmasked Estep 
Score: -7250784.500000 Penalty: 3783.574463
	Iteration 120F: 3 clusters Score -7250784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 98885 members 
Entering Unmasked Estep 
Score: -7250792.500000 Penalty: 3783.574463
	Iteration 121Q: 3 clusters Score -7250792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 98898 members 
Entering Unmasked Estep 
Score: -7250800.000000 Penalty: 3783.574463
	Iteration 122Q: 3 clusters Score -7250800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 98904 members 
Entering Unmasked Estep 
Score: -7250797.500000 Penalty: 3783.574463
	Iteration 123Q: 3 clusters Score -7250798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 98915 members 
Entering Unmasked Estep 
Score: -7250794.500000 Penalty: 3783.574463
	Iteration 124Q: 3 clusters Score -7250794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 98920 members 
Entering Unmasked Estep 
Score: -7250798.000000 Penalty: 3783.574463
	Iteration 125Q: 3 clusters Score -7250798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 98922 members 
Entering Unmasked Estep 
Score: -7250794.500000 Penalty: 3783.574463
	Iteration 126Q: 3 clusters Score -7250794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 98923 members 
Entering Unmasked Estep 
Score: -7250794.500000 Penalty: 3783.574463
	Iteration 127Q: 3 clusters Score -7250794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 98924 members 
Entering Unmasked Estep 
Score: -7250799.000000 Penalty: 3783.574463
	Iteration 128Q: 3 clusters Score -7250799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 98924 members 
Entering Unmasked Estep 
Score: -7250799.000000 Penalty: 3783.574463
	Iteration 129F: 3 clusters Score -7250799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Entering Unmasked Estep 
Score: -335604.812500 Penalty: 1416.729614
	Iteration 0F: 2 clusters Score -335604.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -330980.281250 Penalty: 2833.459229
	Iteration 0F: 3 clusters Score -330980.3 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -332522.531250 Penalty: 2833.459229
	Iteration 1F: 3 clusters Score -332522.5 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -332782.750000 Penalty: 2833.459229
	Iteration 2F: 3 clusters Score -332782.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -332989.687500 Penalty: 2833.459229
	Iteration 3F: 3 clusters Score -332989.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -333166.781250 Penalty: 2833.459229
	Iteration 4Q: 3 clusters Score -333166.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -333322.468750 Penalty: 2833.459229
	Iteration 5Q: 3 clusters Score -333322.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -333458.625000 Penalty: 2833.459229
	Iteration 6Q: 3 clusters Score -333458.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -333562.843750 Penalty: 2833.459229
	Iteration 7Q: 3 clusters Score -333562.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -333645.281250 Penalty: 2833.459229
	Iteration 8Q: 3 clusters Score -333645.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -333707.437500 Penalty: 2833.459229
	Iteration 9Q: 3 clusters Score -333707.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -333756.312500 Penalty: 2833.459229
	Iteration 10Q: 3 clusters Score -333756.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -333792.281250 Penalty: 2833.459229
	Iteration 11Q: 3 clusters Score -333792.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -333820.375000 Penalty: 2833.459229
	Iteration 12Q: 3 clusters Score -333820.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -333841.625000 Penalty: 2833.459229
	Iteration 13Q: 3 clusters Score -333841.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -333867.781250 Penalty: 2833.459229
	Iteration 14Q: 3 clusters Score -333867.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -333896.125000 Penalty: 2833.459229
	Iteration 15Q: 3 clusters Score -333896.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -333921.812500 Penalty: 2833.459229
	Iteration 16Q: 3 clusters Score -333921.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -333949.093750 Penalty: 2833.459229
	Iteration 17Q: 3 clusters Score -333949.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -333977.656250 Penalty: 2833.459229
	Iteration 18Q: 3 clusters Score -333977.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -334003.156250 Penalty: 2833.459229
	Iteration 19Q: 3 clusters Score -334003.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -334021.500000 Penalty: 2833.459229
	Iteration 20F: 3 clusters Score -334021.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -334039.750000 Penalty: 2833.459229
	Iteration 21Q: 3 clusters Score -334039.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -334053.687500 Penalty: 2833.459229
	Iteration 22Q: 3 clusters Score -334053.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -334066.125000 Penalty: 2833.459229
	Iteration 23Q: 3 clusters Score -334066.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -334082.500000 Penalty: 2833.459229
	Iteration 24Q: 3 clusters Score -334082.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -334097.656250 Penalty: 2833.459229
	Iteration 25Q: 3 clusters Score -334097.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -334109.750000 Penalty: 2833.459229
	Iteration 26Q: 3 clusters Score -334109.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -334121.625000 Penalty: 2833.459229
	Iteration 27Q: 3 clusters Score -334121.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -334137.781250 Penalty: 2833.459229
	Iteration 28Q: 3 clusters Score -334137.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -334161.281250 Penalty: 2833.459229
	Iteration 29Q: 3 clusters Score -334161.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -334188.093750 Penalty: 2833.459229
	Iteration 30Q: 3 clusters Score -334188.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -334214.812500 Penalty: 2833.459229
	Iteration 31Q: 3 clusters Score -334214.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -334238.000000 Penalty: 2833.459229
	Iteration 32Q: 3 clusters Score -334238 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -334258.937500 Penalty: 2833.459229
	Iteration 33Q: 3 clusters Score -334258.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -334280.125000 Penalty: 2833.459229
	Iteration 34Q: 3 clusters Score -334280.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -334306.656250 Penalty: 2833.459229
	Iteration 35Q: 3 clusters Score -334306.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -334335.062500 Penalty: 2833.459229
	Iteration 36Q: 3 clusters Score -334335.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -334357.781250 Penalty: 2833.459229
	Iteration 37Q: 3 clusters Score -334357.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -334381.093750 Penalty: 2833.459229
	Iteration 38Q: 3 clusters Score -334381.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -334409.625000 Penalty: 2833.459229
	Iteration 39Q: 3 clusters Score -334409.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -334435.500000 Penalty: 2833.459229
	Iteration 40F: 3 clusters Score -334435.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -334472.593750 Penalty: 2833.459229
	Iteration 41Q: 3 clusters Score -334472.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -334506.343750 Penalty: 2833.459229
	Iteration 42Q: 3 clusters Score -334506.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -334540.218750 Penalty: 2833.459229
	Iteration 43Q: 3 clusters Score -334540.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -334579.531250 Penalty: 2833.459229
	Iteration 44Q: 3 clusters Score -334579.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -334608.812500 Penalty: 2833.459229
	Iteration 45Q: 3 clusters Score -334608.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -334633.937500 Penalty: 2833.459229
	Iteration 46Q: 3 clusters Score -334633.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -334655.750000 Penalty: 2833.459229
	Iteration 47Q: 3 clusters Score -334655.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -334678.187500 Penalty: 2833.459229
	Iteration 48Q: 3 clusters Score -334678.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -334698.031250 Penalty: 2833.459229
	Iteration 49Q: 3 clusters Score -334698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -334714.062500 Penalty: 2833.459229
	Iteration 50Q: 3 clusters Score -334714.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -334722.593750 Penalty: 2833.459229
	Iteration 51Q: 3 clusters Score -334722.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -334726.750000 Penalty: 2833.459229
	Iteration 52Q: 3 clusters Score -334726.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -334732.062500 Penalty: 2833.459229
	Iteration 53Q: 3 clusters Score -334732.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -334738.000000 Penalty: 2833.459229
	Iteration 54Q: 3 clusters Score -334738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -334742.968750 Penalty: 2833.459229
	Iteration 55Q: 3 clusters Score -334743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -334747.562500 Penalty: 2833.459229
	Iteration 56Q: 3 clusters Score -334747.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -334749.031250 Penalty: 2833.459229
	Iteration 57Q: 3 clusters Score -334749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -334750.437500 Penalty: 2833.459229
	Iteration 58Q: 3 clusters Score -334750.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -334753.937500 Penalty: 2833.459229
	Iteration 59Q: 3 clusters Score -334753.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -334756.062500 Penalty: 2833.459229
	Iteration 60F: 3 clusters Score -334756.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -334761.093750 Penalty: 2833.459229
	Iteration 61Q: 3 clusters Score -334761.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -334762.781250 Penalty: 2833.459229
	Iteration 62Q: 3 clusters Score -334762.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -334762.781250 Penalty: 2833.459229
	Iteration 63F: 3 clusters Score -334762.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (78953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78953 members 
Entering Unmasked Estep 
Score: -4953957.500000 Penalty: 1832.448853
	Iteration 0F: 2 clusters Score -4953958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -4901316.500000 Penalty: 3664.897705
	Iteration 0F: 3 clusters Score -4901316 nChanged 37406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
Score: -4922730.500000 Penalty: 3664.897705
	Iteration 1F: 3 clusters Score -4922730 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 42924 members 
Entering Unmasked Estep 
Score: -4923484.000000 Penalty: 3664.897705
	Iteration 2Q: 3 clusters Score -4923484 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 45027 members 
Entering Unmasked Estep 
Score: -4924671.000000 Penalty: 3664.897705
	Iteration 3Q: 3 clusters Score -4924671 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 48200 members 
Entering Unmasked Estep 
Score: -4926464.500000 Penalty: 3664.897705
	Iteration 4F: 3 clusters Score -4926464 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 52704 members 
Entering Unmasked Estep 
Score: -4929531.500000 Penalty: 3664.897705
	Iteration 5F: 3 clusters Score -4929532 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 58420 members 
Entering Unmasked Estep 
Score: -4934174.500000 Penalty: 3664.897705
	Iteration 6F: 3 clusters Score -4934174 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 64778 members 
Entering Unmasked Estep 
Score: -4939907.000000 Penalty: 3664.897705
	Iteration 7F: 3 clusters Score -4939907 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 70368 members 
Entering Unmasked Estep 
Score: -4945003.000000 Penalty: 3664.897705
	Iteration 8F: 3 clusters Score -4945003 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 74211 members 
Entering Unmasked Estep 
Score: -4948400.500000 Penalty: 3664.897705
	Iteration 9Q: 3 clusters Score -4948400 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 76446 members 
Entering Unmasked Estep 
Score: -4950282.000000 Penalty: 3664.897705
	Iteration 10Q: 3 clusters Score -4950282 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 77655 members 
Entering Unmasked Estep 
Score: -4951346.000000 Penalty: 3664.897705
	Iteration 11Q: 3 clusters Score -4951346 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 78233 members 
Entering Unmasked Estep 
Score: -4951848.000000 Penalty: 3664.897705
	Iteration 12Q: 3 clusters Score -4951848 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 78473 members 
Entering Unmasked Estep 
Score: -4952086.500000 Penalty: 3664.897705
	Iteration 13Q: 3 clusters Score -4952086 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 78565 members 
Entering Unmasked Estep 
Score: -4952190.000000 Penalty: 3664.897705
	Iteration 14Q: 3 clusters Score -4952190 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 78611 members 
Entering Unmasked Estep 
Score: -4952250.500000 Penalty: 3664.897705
	Iteration 15Q: 3 clusters Score -4952250 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 78635 members 
Entering Unmasked Estep 
Score: -4952297.500000 Penalty: 3664.897705
	Iteration 16Q: 3 clusters Score -4952298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 78647 members 
Entering Unmasked Estep 
Score: -4952314.000000 Penalty: 3664.897705
	Iteration 17Q: 3 clusters Score -4952314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 78651 members 
Entering Unmasked Estep 
Score: -4952327.000000 Penalty: 3664.897705
	Iteration 18Q: 3 clusters Score -4952327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 78652 members 
Entering Unmasked Estep 
Score: -4952325.000000 Penalty: 3664.897705
	Iteration 19Q: 3 clusters Score -4952325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 78654 members 
Entering Unmasked Estep 
Score: -4952325.000000 Penalty: 3664.897705
	Iteration 20F: 3 clusters Score -4952325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 78656 members 
Entering Unmasked Estep 
Score: -4952328.000000 Penalty: 3664.897705
	Iteration 21Q: 3 clusters Score -4952328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 78655 members 
Entering Unmasked Estep 
Score: -4952327.000000 Penalty: 3664.897705
	Iteration 22Q: 3 clusters Score -4952327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 78656 members 
Entering Unmasked Estep 
Score: -4952329.500000 Penalty: 3664.897705
	Iteration 23Q: 3 clusters Score -4952330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 78656 members 
Entering Unmasked Estep 
Score: -4952329.500000 Penalty: 3664.897705
	Iteration 24F: 3 clusters Score -4952330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Entering Unmasked Estep 
Score: -1253390.750000 Penalty: 1599.287964
	Iteration 0F: 2 clusters Score -1253391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1240581.750000 Penalty: 3198.575928
	Iteration 0F: 3 clusters Score -1240582 nChanged 8404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1244984.750000 Penalty: 3198.575928
	Iteration 1F: 3 clusters Score -1244985 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1245219.750000 Penalty: 3198.575928
	Iteration 2Q: 3 clusters Score -1245220 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1245412.625000 Penalty: 3198.575928
	Iteration 3Q: 3 clusters Score -1245413 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1245596.375000 Penalty: 3198.575928
	Iteration 4Q: 3 clusters Score -1245596 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1245765.000000 Penalty: 3198.575928
	Iteration 5Q: 3 clusters Score -1245765 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1245933.000000 Penalty: 3198.575928
	Iteration 6Q: 3 clusters Score -1245933 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1246110.750000 Penalty: 3198.575928
	Iteration 7Q: 3 clusters Score -1246111 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1246341.500000 Penalty: 3198.575928
	Iteration 8Q: 3 clusters Score -1246342 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1246664.875000 Penalty: 3198.575928
	Iteration 9Q: 3 clusters Score -1246665 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1247172.875000 Penalty: 3198.575928
	Iteration 10Q: 3 clusters Score -1247173 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1247959.875000 Penalty: 3198.575928
	Iteration 11F: 3 clusters Score -1247960 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1248948.000000 Penalty: 3198.575928
	Iteration 12F: 3 clusters Score -1248948 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1249812.375000 Penalty: 3198.575928
	Iteration 13F: 3 clusters Score -1249812 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -1250397.625000 Penalty: 3198.575928
	Iteration 14Q: 3 clusters Score -1250398 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -1250765.125000 Penalty: 3198.575928
	Iteration 15Q: 3 clusters Score -1250765 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -1250998.625000 Penalty: 3198.575928
	Iteration 16Q: 3 clusters Score -1250999 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -1251146.500000 Penalty: 3198.575928
	Iteration 17Q: 3 clusters Score -1251146 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -1251274.250000 Penalty: 3198.575928
	Iteration 18Q: 3 clusters Score -1251274 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -1251369.875000 Penalty: 3198.575928
	Iteration 19Q: 3 clusters Score -1251370 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -1251447.625000 Penalty: 3198.575928
	Iteration 20F: 3 clusters Score -1251448 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -1251509.500000 Penalty: 3198.575928
	Iteration 21Q: 3 clusters Score -1251510 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -1251558.375000 Penalty: 3198.575928
	Iteration 22Q: 3 clusters Score -1251558 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -1251610.625000 Penalty: 3198.575928
	Iteration 23Q: 3 clusters Score -1251611 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -1251655.500000 Penalty: 3198.575928
	Iteration 24Q: 3 clusters Score -1251656 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -1251706.500000 Penalty: 3198.575928
	Iteration 25Q: 3 clusters Score -1251706 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -1251745.125000 Penalty: 3198.575928
	Iteration 26Q: 3 clusters Score -1251745 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -1251773.875000 Penalty: 3198.575928
	Iteration 27Q: 3 clusters Score -1251774 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -1251808.625000 Penalty: 3198.575928
	Iteration 28Q: 3 clusters Score -1251809 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -1251839.375000 Penalty: 3198.575928
	Iteration 29Q: 3 clusters Score -1251839 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -1251855.250000 Penalty: 3198.575928
	Iteration 30Q: 3 clusters Score -1251855 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -1251868.125000 Penalty: 3198.575928
	Iteration 31Q: 3 clusters Score -1251868 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -1251879.375000 Penalty: 3198.575928
	Iteration 32Q: 3 clusters Score -1251879 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -1251883.625000 Penalty: 3198.575928
	Iteration 33Q: 3 clusters Score -1251884 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -1251891.625000 Penalty: 3198.575928
	Iteration 34Q: 3 clusters Score -1251892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -1251895.625000 Penalty: 3198.575928
	Iteration 35Q: 3 clusters Score -1251896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -1251901.125000 Penalty: 3198.575928
	Iteration 36Q: 3 clusters Score -1251901 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -1251907.250000 Penalty: 3198.575928
	Iteration 37Q: 3 clusters Score -1251907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -1251907.625000 Penalty: 3198.575928
	Iteration 38Q: 3 clusters Score -1251908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -1251909.625000 Penalty: 3198.575928
	Iteration 39Q: 3 clusters Score -1251910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -1251909.750000 Penalty: 3198.575928
	Iteration 40F: 3 clusters Score -1251910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -1251909.125000 Penalty: 3198.575928
	Iteration 41Q: 3 clusters Score -1251909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -1251908.500000 Penalty: 3198.575928
	Iteration 42Q: 3 clusters Score -1251908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -1251909.875000 Penalty: 3198.575928
	Iteration 43Q: 3 clusters Score -1251910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -1251905.750000 Penalty: 3198.575928
	Iteration 44Q: 3 clusters Score -1251906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -1251907.125000 Penalty: 3198.575928
	Iteration 45Q: 3 clusters Score -1251907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -1251905.375000 Penalty: 3198.575928
	Iteration 46Q: 3 clusters Score -1251905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -1251907.625000 Penalty: 3198.575928
	Iteration 47Q: 3 clusters Score -1251908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -1251908.375000 Penalty: 3198.575928
	Iteration 48Q: 3 clusters Score -1251908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -1251912.125000 Penalty: 3198.575928
	Iteration 49Q: 3 clusters Score -1251912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -1251914.250000 Penalty: 3198.575928
	Iteration 50Q: 3 clusters Score -1251914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -1251914.875000 Penalty: 3198.575928
	Iteration 51Q: 3 clusters Score -1251915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -1251917.875000 Penalty: 3198.575928
	Iteration 52Q: 3 clusters Score -1251918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -1251922.875000 Penalty: 3198.575928
	Iteration 53Q: 3 clusters Score -1251923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -1251926.625000 Penalty: 3198.575928
	Iteration 54Q: 3 clusters Score -1251927 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -1251932.500000 Penalty: 3198.575928
	Iteration 55Q: 3 clusters Score -1251932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -1251933.625000 Penalty: 3198.575928
	Iteration 56Q: 3 clusters Score -1251934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -1251937.000000 Penalty: 3198.575928
	Iteration 57Q: 3 clusters Score -1251937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -1251939.500000 Penalty: 3198.575928
	Iteration 58Q: 3 clusters Score -1251940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -1251940.250000 Penalty: 3198.575928
	Iteration 59Q: 3 clusters Score -1251940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -1251944.250000 Penalty: 3198.575928
	Iteration 60F: 3 clusters Score -1251944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -1251946.125000 Penalty: 3198.575928
	Iteration 61Q: 3 clusters Score -1251946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -1251952.625000 Penalty: 3198.575928
	Iteration 62Q: 3 clusters Score -1251953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -1251952.250000 Penalty: 3198.575928
	Iteration 63Q: 3 clusters Score -1251952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -1251954.750000 Penalty: 3198.575928
	Iteration 64Q: 3 clusters Score -1251955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -1251953.250000 Penalty: 3198.575928
	Iteration 65Q: 3 clusters Score -1251953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -1251955.375000 Penalty: 3198.575928
	Iteration 66Q: 3 clusters Score -1251955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -1251956.625000 Penalty: 3198.575928
	Iteration 67Q: 3 clusters Score -1251957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -1251959.000000 Penalty: 3198.575928
	Iteration 68Q: 3 clusters Score -1251959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -1251960.750000 Penalty: 3198.575928
	Iteration 69Q: 3 clusters Score -1251961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -1251960.500000 Penalty: 3198.575928
	Iteration 70Q: 3 clusters Score -1251960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -1251959.625000 Penalty: 3198.575928
	Iteration 71Q: 3 clusters Score -1251960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -1251959.625000 Penalty: 3198.575928
	Iteration 72F: 3 clusters Score -1251960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Entering Unmasked Estep 
Score: -950733.812500 Penalty: 1556.689087
	Iteration 0F: 2 clusters Score -950733.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -940683.750000 Penalty: 3113.378174
	Iteration 0F: 3 clusters Score -940683.8 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -944033.875000 Penalty: 3113.378174
	Iteration 1F: 3 clusters Score -944033.9 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -944298.250000 Penalty: 3113.378174
	Iteration 2Q: 3 clusters Score -944298.2 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -944536.937500 Penalty: 3113.378174
	Iteration 3Q: 3 clusters Score -944536.9 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -944757.250000 Penalty: 3113.378174
	Iteration 4Q: 3 clusters Score -944757.2 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -944974.875000 Penalty: 3113.378174
	Iteration 5Q: 3 clusters Score -944974.9 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -945220.500000 Penalty: 3113.378174
	Iteration 6Q: 3 clusters Score -945220.5 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -945615.437500 Penalty: 3113.378174
	Iteration 7Q: 3 clusters Score -945615.4 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -946154.562500 Penalty: 3113.378174
	Iteration 8F: 3 clusters Score -946154.6 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -946837.125000 Penalty: 3113.378174
	Iteration 9F: 3 clusters Score -946837.1 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -947537.750000 Penalty: 3113.378174
	Iteration 10F: 3 clusters Score -947537.8 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -948171.562500 Penalty: 3113.378174
	Iteration 11Q: 3 clusters Score -948171.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -948645.625000 Penalty: 3113.378174
	Iteration 12Q: 3 clusters Score -948645.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -948936.750000 Penalty: 3113.378174
	Iteration 13Q: 3 clusters Score -948936.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -949093.375000 Penalty: 3113.378174
	Iteration 14Q: 3 clusters Score -949093.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -949188.062500 Penalty: 3113.378174
	Iteration 15Q: 3 clusters Score -949188.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -949233.375000 Penalty: 3113.378174
	Iteration 16Q: 3 clusters Score -949233.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -949263.062500 Penalty: 3113.378174
	Iteration 17Q: 3 clusters Score -949263.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -949285.062500 Penalty: 3113.378174
	Iteration 18Q: 3 clusters Score -949285.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -949300.937500 Penalty: 3113.378174
	Iteration 19Q: 3 clusters Score -949300.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -949315.875000 Penalty: 3113.378174
	Iteration 20F: 3 clusters Score -949315.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -949330.500000 Penalty: 3113.378174
	Iteration 21Q: 3 clusters Score -949330.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -949338.187500 Penalty: 3113.378174
	Iteration 22Q: 3 clusters Score -949338.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -949350.125000 Penalty: 3113.378174
	Iteration 23Q: 3 clusters Score -949350.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -949358.000000 Penalty: 3113.378174
	Iteration 24Q: 3 clusters Score -949358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -949364.125000 Penalty: 3113.378174
	Iteration 25Q: 3 clusters Score -949364.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -949374.312500 Penalty: 3113.378174
	Iteration 26Q: 3 clusters Score -949374.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -949381.937500 Penalty: 3113.378174
	Iteration 27Q: 3 clusters Score -949381.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -949383.562500 Penalty: 3113.378174
	Iteration 28Q: 3 clusters Score -949383.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -949384.437500 Penalty: 3113.378174
	Iteration 29Q: 3 clusters Score -949384.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -949384.437500 Penalty: 3113.378174
	Iteration 30F: 3 clusters Score -949384.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Entering Unmasked Estep 
Score: -300416.843750 Penalty: 1377.071533
	Iteration 0F: 2 clusters Score -300416.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -296602.375000 Penalty: 2754.143066
	Iteration 0F: 3 clusters Score -296602.4 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -297728.468750 Penalty: 2754.143066
	Iteration 1F: 3 clusters Score -297728.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -297950.687500 Penalty: 2754.143066
	Iteration 2F: 3 clusters Score -297950.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -298092.187500 Penalty: 2754.143066
	Iteration 3F: 3 clusters Score -298092.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -298205.250000 Penalty: 2754.143066
	Iteration 4Q: 3 clusters Score -298205.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -298293.281250 Penalty: 2754.143066
	Iteration 5Q: 3 clusters Score -298293.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -298358.656250 Penalty: 2754.143066
	Iteration 6Q: 3 clusters Score -298358.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -298408.593750 Penalty: 2754.143066
	Iteration 7Q: 3 clusters Score -298408.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -298458.531250 Penalty: 2754.143066
	Iteration 8Q: 3 clusters Score -298458.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -298501.718750 Penalty: 2754.143066
	Iteration 9Q: 3 clusters Score -298501.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -298536.593750 Penalty: 2754.143066
	Iteration 10Q: 3 clusters Score -298536.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -298574.750000 Penalty: 2754.143066
	Iteration 11Q: 3 clusters Score -298574.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -298605.531250 Penalty: 2754.143066
	Iteration 12Q: 3 clusters Score -298605.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -298641.406250 Penalty: 2754.143066
	Iteration 13Q: 3 clusters Score -298641.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -298687.875000 Penalty: 2754.143066
	Iteration 14Q: 3 clusters Score -298687.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -298738.437500 Penalty: 2754.143066
	Iteration 15Q: 3 clusters Score -298738.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -298786.500000 Penalty: 2754.143066
	Iteration 16Q: 3 clusters Score -298786.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -298838.343750 Penalty: 2754.143066
	Iteration 17Q: 3 clusters Score -298838.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -298878.187500 Penalty: 2754.143066
	Iteration 18Q: 3 clusters Score -298878.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -298920.875000 Penalty: 2754.143066
	Iteration 19Q: 3 clusters Score -298920.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -298967.906250 Penalty: 2754.143066
	Iteration 20F: 3 clusters Score -298967.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -299012.062500 Penalty: 2754.143066
	Iteration 21Q: 3 clusters Score -299012.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -299059.312500 Penalty: 2754.143066
	Iteration 22Q: 3 clusters Score -299059.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -299100.593750 Penalty: 2754.143066
	Iteration 23Q: 3 clusters Score -299100.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -299137.687500 Penalty: 2754.143066
	Iteration 24Q: 3 clusters Score -299137.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -299177.281250 Penalty: 2754.143066
	Iteration 25Q: 3 clusters Score -299177.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -299207.593750 Penalty: 2754.143066
	Iteration 26Q: 3 clusters Score -299207.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -299232.687500 Penalty: 2754.143066
	Iteration 27Q: 3 clusters Score -299232.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -299249.156250 Penalty: 2754.143066
	Iteration 28Q: 3 clusters Score -299249.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -299264.187500 Penalty: 2754.143066
	Iteration 29Q: 3 clusters Score -299264.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -299278.562500 Penalty: 2754.143066
	Iteration 30Q: 3 clusters Score -299278.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -299290.125000 Penalty: 2754.143066
	Iteration 31Q: 3 clusters Score -299290.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -299305.218750 Penalty: 2754.143066
	Iteration 32Q: 3 clusters Score -299305.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -299320.093750 Penalty: 2754.143066
	Iteration 33Q: 3 clusters Score -299320.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -299337.062500 Penalty: 2754.143066
	Iteration 34Q: 3 clusters Score -299337.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -299358.125000 Penalty: 2754.143066
	Iteration 35Q: 3 clusters Score -299358.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -299386.156250 Penalty: 2754.143066
	Iteration 36Q: 3 clusters Score -299386.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -299411.375000 Penalty: 2754.143066
	Iteration 37Q: 3 clusters Score -299411.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -299436.156250 Penalty: 2754.143066
	Iteration 38Q: 3 clusters Score -299436.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -299463.750000 Penalty: 2754.143066
	Iteration 39Q: 3 clusters Score -299463.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -299484.468750 Penalty: 2754.143066
	Iteration 40F: 3 clusters Score -299484.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -299502.656250 Penalty: 2754.143066
	Iteration 41Q: 3 clusters Score -299502.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -299516.062500 Penalty: 2754.143066
	Iteration 42Q: 3 clusters Score -299516.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -299527.343750 Penalty: 2754.143066
	Iteration 43Q: 3 clusters Score -299527.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -299542.593750 Penalty: 2754.143066
	Iteration 44Q: 3 clusters Score -299542.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -299554.562500 Penalty: 2754.143066
	Iteration 45Q: 3 clusters Score -299554.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -299567.062500 Penalty: 2754.143066
	Iteration 46Q: 3 clusters Score -299567.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -299577.625000 Penalty: 2754.143066
	Iteration 47Q: 3 clusters Score -299577.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -299582.843750 Penalty: 2754.143066
	Iteration 48Q: 3 clusters Score -299582.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -299586.875000 Penalty: 2754.143066
	Iteration 49Q: 3 clusters Score -299586.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -299590.218750 Penalty: 2754.143066
	Iteration 50Q: 3 clusters Score -299590.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -299592.937500 Penalty: 2754.143066
	Iteration 51Q: 3 clusters Score -299592.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -299593.750000 Penalty: 2754.143066
	Iteration 52Q: 3 clusters Score -299593.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -299594.656250 Penalty: 2754.143066
	Iteration 53Q: 3 clusters Score -299594.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -299594.781250 Penalty: 2754.143066
	Iteration 54Q: 3 clusters Score -299594.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -299594.781250 Penalty: 2754.143066
	Iteration 55F: 3 clusters Score -299594.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (365405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365405 members 
Entering Unmasked Estep 
Score: -23311808.000000 Penalty: 2081.423828
	Iteration 0F: 2 clusters Score -2.331181e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182366 members 
Mstep: Class 2 contains 183039 members 
Entering Unmasked Estep 
Score: -23064802.000000 Penalty: 4162.847656
	Iteration 0F: 3 clusters Score -2.30648e+07 nChanged 178370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172822 members 
Mstep: Class 2 contains 192583 members 
Entering Unmasked Estep 
Score: -23173754.000000 Penalty: 4162.847656
	Iteration 1F: 3 clusters Score -2.317375e+07 nChanged 11568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167554 members 
Mstep: Class 2 contains 197851 members 
Entering Unmasked Estep 
Score: -23177348.000000 Penalty: 4162.847656
	Iteration 2Q: 3 clusters Score -2.317735e+07 nChanged 13024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160038 members 
Mstep: Class 2 contains 205367 members 
Entering Unmasked Estep 
Score: -23182786.000000 Penalty: 4162.847656
	Iteration 3Q: 3 clusters Score -2.318279e+07 nChanged 15378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149386 members 
Mstep: Class 2 contains 216019 members 
Entering Unmasked Estep 
Score: -23189884.000000 Penalty: 4162.847656
	Iteration 4Q: 3 clusters Score -2.318988e+07 nChanged 18027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134939 members 
Mstep: Class 2 contains 230466 members 
Entering Unmasked Estep 
Score: -23200046.000000 Penalty: 4162.847656
	Iteration 5Q: 3 clusters Score -2.320005e+07 nChanged 21422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116061 members 
Mstep: Class 2 contains 249344 members 
Entering Unmasked Estep 
Score: -23214684.000000 Penalty: 4162.847656
	Iteration 6F: 3 clusters Score -2.321468e+07 nChanged 23428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94295 members 
Mstep: Class 2 contains 271110 members 
Entering Unmasked Estep 
Score: -23232696.000000 Penalty: 4162.847656
	Iteration 7F: 3 clusters Score -2.32327e+07 nChanged 23116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72207 members 
Mstep: Class 2 contains 293198 members 
Entering Unmasked Estep 
Score: -23251262.000000 Penalty: 4162.847656
	Iteration 8F: 3 clusters Score -2.325126e+07 nChanged 20214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52551 members 
Mstep: Class 2 contains 312854 members 
Entering Unmasked Estep 
Score: -23267524.000000 Penalty: 4162.847656
	Iteration 9F: 3 clusters Score -2.326752e+07 nChanged 16390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 329064 members 
Entering Unmasked Estep 
Score: -23280908.000000 Penalty: 4162.847656
	Iteration 10Q: 3 clusters Score -2.328091e+07 nChanged 12483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 341491 members 
Entering Unmasked Estep 
Score: -23291114.000000 Penalty: 4162.847656
	Iteration 11Q: 3 clusters Score -2.329111e+07 nChanged 9257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 350738 members 
Entering Unmasked Estep 
Score: -23298508.000000 Penalty: 4162.847656
	Iteration 12Q: 3 clusters Score -2.329851e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 356938 members 
Entering Unmasked Estep 
Score: -23303418.000000 Penalty: 4162.847656
	Iteration 13Q: 3 clusters Score -2.330342e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 360923 members 
Entering Unmasked Estep 
Score: -23306484.000000 Penalty: 4162.847656
	Iteration 14Q: 3 clusters Score -2.330648e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 363172 members 
Entering Unmasked Estep 
Score: -23308244.000000 Penalty: 4162.847656
	Iteration 15Q: 3 clusters Score -2.330824e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 364250 members 
Entering Unmasked Estep 
Score: -23309204.000000 Penalty: 4162.847656
	Iteration 16Q: 3 clusters Score -2.33092e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 364762 members 
Entering Unmasked Estep 
Score: -23309666.000000 Penalty: 4162.847656
	Iteration 17Q: 3 clusters Score -2.330967e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 364981 members 
Entering Unmasked Estep 
Score: -23309836.000000 Penalty: 4162.847656
	Iteration 18Q: 3 clusters Score -2.330984e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 365067 members 
Entering Unmasked Estep 
Score: -23309916.000000 Penalty: 4162.847656
	Iteration 19Q: 3 clusters Score -2.330992e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 365110 members 
Entering Unmasked Estep 
Score: -23309944.000000 Penalty: 4162.847656
	Iteration 20F: 3 clusters Score -2.330994e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 365134 members 
Entering Unmasked Estep 
Score: -23309944.000000 Penalty: 4162.847656
	Iteration 21Q: 3 clusters Score -2.330994e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 365147 members 
Entering Unmasked Estep 
Score: -23309988.000000 Penalty: 4162.847656
	Iteration 22Q: 3 clusters Score -2.330999e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 365155 members 
Entering Unmasked Estep 
Score: -23309964.000000 Penalty: 4162.847656
	Iteration 23Q: 3 clusters Score -2.330996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 365162 members 
Entering Unmasked Estep 
Score: -23309978.000000 Penalty: 4162.847656
	Iteration 24Q: 3 clusters Score -2.330998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 365163 members 
Entering Unmasked Estep 
Score: -23309984.000000 Penalty: 4162.847656
	Iteration 25Q: 3 clusters Score -2.330998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 365164 members 
Entering Unmasked Estep 
Score: -23309982.000000 Penalty: 4162.847656
	Iteration 26Q: 3 clusters Score -2.330998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 365164 members 
Entering Unmasked Estep 
Score: -23309986.000000 Penalty: 4162.847656
	Iteration 27Q: 3 clusters Score -2.330999e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 365165 members 
Entering Unmasked Estep 
Score: -23309994.000000 Penalty: 4162.847656
	Iteration 28Q: 3 clusters Score -2.330999e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 365165 members 
Entering Unmasked Estep 
Score: -23309994.000000 Penalty: 4162.847656
	Iteration 29F: 3 clusters Score -2.330999e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Entering Unmasked Estep 
Score: -163239.203125 Penalty: 1287.249512
	Iteration 0F: 2 clusters Score -163239.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -160691.640625 Penalty: 2574.499023
	Iteration 0F: 3 clusters Score -160691.6 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -161289.953125 Penalty: 2574.499023
	Iteration 1F: 3 clusters Score -161290 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -161432.250000 Penalty: 2574.499023
	Iteration 2F: 3 clusters Score -161432.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -161526.796875 Penalty: 2574.499023
	Iteration 3Q: 3 clusters Score -161526.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -161617.765625 Penalty: 2574.499023
	Iteration 4Q: 3 clusters Score -161617.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -161690.734375 Penalty: 2574.499023
	Iteration 5Q: 3 clusters Score -161690.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -161761.812500 Penalty: 2574.499023
	Iteration 6Q: 3 clusters Score -161761.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -161813.906250 Penalty: 2574.499023
	Iteration 7Q: 3 clusters Score -161813.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -161859.859375 Penalty: 2574.499023
	Iteration 8Q: 3 clusters Score -161859.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -161898.593750 Penalty: 2574.499023
	Iteration 9Q: 3 clusters Score -161898.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -161937.750000 Penalty: 2574.499023
	Iteration 10Q: 3 clusters Score -161937.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -161974.234375 Penalty: 2574.499023
	Iteration 11Q: 3 clusters Score -161974.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -162004.125000 Penalty: 2574.499023
	Iteration 12Q: 3 clusters Score -162004.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -162027.578125 Penalty: 2574.499023
	Iteration 13Q: 3 clusters Score -162027.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -162045.859375 Penalty: 2574.499023
	Iteration 14Q: 3 clusters Score -162045.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -162060.140625 Penalty: 2574.499023
	Iteration 15Q: 3 clusters Score -162060.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -162070.562500 Penalty: 2574.499023
	Iteration 16Q: 3 clusters Score -162070.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -162087.343750 Penalty: 2574.499023
	Iteration 17Q: 3 clusters Score -162087.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -162110.265625 Penalty: 2574.499023
	Iteration 18Q: 3 clusters Score -162110.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -162127.734375 Penalty: 2574.499023
	Iteration 19Q: 3 clusters Score -162127.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -162140.578125 Penalty: 2574.499023
	Iteration 20F: 3 clusters Score -162140.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -162144.687500 Penalty: 2574.499023
	Iteration 21Q: 3 clusters Score -162144.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -162146.781250 Penalty: 2574.499023
	Iteration 22Q: 3 clusters Score -162146.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -162148.859375 Penalty: 2574.499023
	Iteration 23Q: 3 clusters Score -162148.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -162151.125000 Penalty: 2574.499023
	Iteration 24Q: 3 clusters Score -162151.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -162153.609375 Penalty: 2574.499023
	Iteration 25Q: 3 clusters Score -162153.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -162155.937500 Penalty: 2574.499023
	Iteration 26Q: 3 clusters Score -162155.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -162157.296875 Penalty: 2574.499023
	Iteration 27Q: 3 clusters Score -162157.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -162159.140625 Penalty: 2574.499023
	Iteration 28Q: 3 clusters Score -162159.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -162162.031250 Penalty: 2574.499023
	Iteration 29Q: 3 clusters Score -162162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -162166.125000 Penalty: 2574.499023
	Iteration 30Q: 3 clusters Score -162166.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -162167.484375 Penalty: 2574.499023
	Iteration 31Q: 3 clusters Score -162167.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -162168.265625 Penalty: 2574.499023
	Iteration 32Q: 3 clusters Score -162168.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -162168.406250 Penalty: 2574.499023
	Iteration 33Q: 3 clusters Score -162168.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -162168.812500 Penalty: 2574.499023
	Iteration 34Q: 3 clusters Score -162168.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -162169.281250 Penalty: 2574.499023
	Iteration 35Q: 3 clusters Score -162169.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -162169.843750 Penalty: 2574.499023
	Iteration 36Q: 3 clusters Score -162169.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -162169.843750 Penalty: 2574.499023
	Iteration 37F: 3 clusters Score -162169.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Entering Unmasked Estep 
Score: -1002330.625000 Penalty: 1574.270020
	Iteration 0F: 2 clusters Score -1002331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -991256.125000 Penalty: 3148.540039
	Iteration 0F: 3 clusters Score -991256.1 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -995171.187500 Penalty: 3148.540039
	Iteration 1F: 3 clusters Score -995171.2 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -995509.187500 Penalty: 3148.540039
	Iteration 2F: 3 clusters Score -995509.2 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -995805.750000 Penalty: 3148.540039
	Iteration 3Q: 3 clusters Score -995805.8 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -996084.875000 Penalty: 3148.540039
	Iteration 4Q: 3 clusters Score -996084.9 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -996422.750000 Penalty: 3148.540039
	Iteration 5Q: 3 clusters Score -996422.8 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -996860.937500 Penalty: 3148.540039
	Iteration 6Q: 3 clusters Score -996860.9 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -997390.250000 Penalty: 3148.540039
	Iteration 7F: 3 clusters Score -997390.2 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -998016.937500 Penalty: 3148.540039
	Iteration 8F: 3 clusters Score -998016.9 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -998614.062500 Penalty: 3148.540039
	Iteration 9F: 3 clusters Score -998614.1 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -999130.187500 Penalty: 3148.540039
	Iteration 10F: 3 clusters Score -999130.2 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -999526.687500 Penalty: 3148.540039
	Iteration 11Q: 3 clusters Score -999526.7 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -999763.250000 Penalty: 3148.540039
	Iteration 12Q: 3 clusters Score -999763.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -999904.062500 Penalty: 3148.540039
	Iteration 13Q: 3 clusters Score -999904.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -999998.812500 Penalty: 3148.540039
	Iteration 14Q: 3 clusters Score -999998.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1000057.187500 Penalty: 3148.540039
	Iteration 15Q: 3 clusters Score -1000057 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1000105.062500 Penalty: 3148.540039
	Iteration 16Q: 3 clusters Score -1000105 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1000134.937500 Penalty: 3148.540039
	Iteration 17Q: 3 clusters Score -1000135 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1000162.750000 Penalty: 3148.540039
	Iteration 18Q: 3 clusters Score -1000163 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1000189.187500 Penalty: 3148.540039
	Iteration 19Q: 3 clusters Score -1000189 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1000209.437500 Penalty: 3148.540039
	Iteration 20F: 3 clusters Score -1000209 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1000235.687500 Penalty: 3148.540039
	Iteration 21Q: 3 clusters Score -1000236 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1000261.375000 Penalty: 3148.540039
	Iteration 22Q: 3 clusters Score -1000261 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1000293.187500 Penalty: 3148.540039
	Iteration 23Q: 3 clusters Score -1000293 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1000312.625000 Penalty: 3148.540039
	Iteration 24Q: 3 clusters Score -1000313 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1000326.000000 Penalty: 3148.540039
	Iteration 25Q: 3 clusters Score -1000326 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1000342.562500 Penalty: 3148.540039
	Iteration 26Q: 3 clusters Score -1000343 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1000351.062500 Penalty: 3148.540039
	Iteration 27Q: 3 clusters Score -1000351 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1000363.500000 Penalty: 3148.540039
	Iteration 28Q: 3 clusters Score -1000364 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1000377.937500 Penalty: 3148.540039
	Iteration 29Q: 3 clusters Score -1000378 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1000384.875000 Penalty: 3148.540039
	Iteration 30Q: 3 clusters Score -1000385 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1000398.312500 Penalty: 3148.540039
	Iteration 31Q: 3 clusters Score -1000398 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1000414.812500 Penalty: 3148.540039
	Iteration 32Q: 3 clusters Score -1000415 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1000428.625000 Penalty: 3148.540039
	Iteration 33Q: 3 clusters Score -1000429 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1000444.250000 Penalty: 3148.540039
	Iteration 34Q: 3 clusters Score -1000444 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1000460.500000 Penalty: 3148.540039
	Iteration 35Q: 3 clusters Score -1000460 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1000472.562500 Penalty: 3148.540039
	Iteration 36Q: 3 clusters Score -1000473 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1000483.562500 Penalty: 3148.540039
	Iteration 37Q: 3 clusters Score -1000484 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1000491.312500 Penalty: 3148.540039
	Iteration 38Q: 3 clusters Score -1000491 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1000499.562500 Penalty: 3148.540039
	Iteration 39Q: 3 clusters Score -1000500 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1000506.250000 Penalty: 3148.540039
	Iteration 40F: 3 clusters Score -1000506 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1000513.250000 Penalty: 3148.540039
	Iteration 41Q: 3 clusters Score -1000513 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1000518.875000 Penalty: 3148.540039
	Iteration 42Q: 3 clusters Score -1000519 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1000526.937500 Penalty: 3148.540039
	Iteration 43Q: 3 clusters Score -1000527 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1000525.187500 Penalty: 3148.540039
	Iteration 44Q: 3 clusters Score -1000525 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1000529.062500 Penalty: 3148.540039
	Iteration 45Q: 3 clusters Score -1000529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1000528.875000 Penalty: 3148.540039
	Iteration 46Q: 3 clusters Score -1000529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1000530.062500 Penalty: 3148.540039
	Iteration 47Q: 3 clusters Score -1000530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1000528.250000 Penalty: 3148.540039
	Iteration 48Q: 3 clusters Score -1000528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1000530.500000 Penalty: 3148.540039
	Iteration 49Q: 3 clusters Score -1000530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1000530.625000 Penalty: 3148.540039
	Iteration 50Q: 3 clusters Score -1000531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1000528.250000 Penalty: 3148.540039
	Iteration 51Q: 3 clusters Score -1000528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1000528.125000 Penalty: 3148.540039
	Iteration 52Q: 3 clusters Score -1000528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1000531.687500 Penalty: 3148.540039
	Iteration 53Q: 3 clusters Score -1000532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1000533.375000 Penalty: 3148.540039
	Iteration 54Q: 3 clusters Score -1000533 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1000536.500000 Penalty: 3148.540039
	Iteration 55Q: 3 clusters Score -1000536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1000534.625000 Penalty: 3148.540039
	Iteration 56Q: 3 clusters Score -1000535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1000540.437500 Penalty: 3148.540039
	Iteration 57Q: 3 clusters Score -1000540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1000538.437500 Penalty: 3148.540039
	Iteration 58Q: 3 clusters Score -1000538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1000542.875000 Penalty: 3148.540039
	Iteration 59Q: 3 clusters Score -1000543 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1000542.250000 Penalty: 3148.540039
	Iteration 60F: 3 clusters Score -1000542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1000542.625000 Penalty: 3148.540039
	Iteration 61Q: 3 clusters Score -1000543 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1000546.812500 Penalty: 3148.540039
	Iteration 62Q: 3 clusters Score -1000547 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1000549.937500 Penalty: 3148.540039
	Iteration 63Q: 3 clusters Score -1000550 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1000555.125000 Penalty: 3148.540039
	Iteration 64Q: 3 clusters Score -1000555 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1000558.937500 Penalty: 3148.540039
	Iteration 65Q: 3 clusters Score -1000559 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1000561.125000 Penalty: 3148.540039
	Iteration 66Q: 3 clusters Score -1000561 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1000565.937500 Penalty: 3148.540039
	Iteration 67Q: 3 clusters Score -1000566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1000568.187500 Penalty: 3148.540039
	Iteration 68Q: 3 clusters Score -1000568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1000569.875000 Penalty: 3148.540039
	Iteration 69Q: 3 clusters Score -1000570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1000570.187500 Penalty: 3148.540039
	Iteration 70Q: 3 clusters Score -1000570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1000576.375000 Penalty: 3148.540039
	Iteration 71Q: 3 clusters Score -1000576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1000574.437500 Penalty: 3148.540039
	Iteration 72Q: 3 clusters Score -1000574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1000572.812500 Penalty: 3148.540039
	Iteration 73Q: 3 clusters Score -1000573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1000575.000000 Penalty: 3148.540039
	Iteration 74Q: 3 clusters Score -1000575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1000576.687500 Penalty: 3148.540039
	Iteration 75Q: 3 clusters Score -1000577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1000578.312500 Penalty: 3148.540039
	Iteration 76Q: 3 clusters Score -1000578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1000581.812500 Penalty: 3148.540039
	Iteration 77Q: 3 clusters Score -1000582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1000580.500000 Penalty: 3148.540039
	Iteration 78Q: 3 clusters Score -1000580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1000580.250000 Penalty: 3148.540039
	Iteration 79Q: 3 clusters Score -1000580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1000580.875000 Penalty: 3148.540039
	Iteration 80F: 3 clusters Score -1000581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1000582.812500 Penalty: 3148.540039
	Iteration 81Q: 3 clusters Score -1000583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1000583.875000 Penalty: 3148.540039
	Iteration 82Q: 3 clusters Score -1000584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1000584.062500 Penalty: 3148.540039
	Iteration 83Q: 3 clusters Score -1000584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1000584.937500 Penalty: 3148.540039
	Iteration 84Q: 3 clusters Score -1000585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1000585.812500 Penalty: 3148.540039
	Iteration 85Q: 3 clusters Score -1000586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1000586.312500 Penalty: 3148.540039
	Iteration 86Q: 3 clusters Score -1000586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1000590.000000 Penalty: 3148.540039
	Iteration 87Q: 3 clusters Score -1000590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1000588.937500 Penalty: 3148.540039
	Iteration 88Q: 3 clusters Score -1000589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1000593.125000 Penalty: 3148.540039
	Iteration 89Q: 3 clusters Score -1000593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1000592.562500 Penalty: 3148.540039
	Iteration 90Q: 3 clusters Score -1000593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1000591.812500 Penalty: 3148.540039
	Iteration 91Q: 3 clusters Score -1000592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1000593.437500 Penalty: 3148.540039
	Iteration 92Q: 3 clusters Score -1000593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1000593.500000 Penalty: 3148.540039
	Iteration 93Q: 3 clusters Score -1000594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1000592.500000 Penalty: 3148.540039
	Iteration 94Q: 3 clusters Score -1000592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1000589.875000 Penalty: 3148.540039
	Iteration 95Q: 3 clusters Score -1000590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1000590.125000 Penalty: 3148.540039
	Iteration 96Q: 3 clusters Score -1000590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1000592.625000 Penalty: 3148.540039
	Iteration 97Q: 3 clusters Score -1000593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1000595.062500 Penalty: 3148.540039
	Iteration 98Q: 3 clusters Score -1000595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1000596.000000 Penalty: 3148.540039
	Iteration 99Q: 3 clusters Score -1000596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1000595.937500 Penalty: 3148.540039
	Iteration 100F: 3 clusters Score -1000596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1000596.625000 Penalty: 3148.540039
	Iteration 101Q: 3 clusters Score -1000597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1000595.687500 Penalty: 3148.540039
	Iteration 102Q: 3 clusters Score -1000596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1000597.437500 Penalty: 3148.540039
	Iteration 103Q: 3 clusters Score -1000597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1000600.562500 Penalty: 3148.540039
	Iteration 104Q: 3 clusters Score -1000601 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1000602.937500 Penalty: 3148.540039
	Iteration 105Q: 3 clusters Score -1000603 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1000606.562500 Penalty: 3148.540039
	Iteration 106Q: 3 clusters Score -1000607 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1000609.562500 Penalty: 3148.540039
	Iteration 107Q: 3 clusters Score -1000610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1000611.125000 Penalty: 3148.540039
	Iteration 108Q: 3 clusters Score -1000611 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1000612.437500 Penalty: 3148.540039
	Iteration 109Q: 3 clusters Score -1000612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1000613.312500 Penalty: 3148.540039
	Iteration 110Q: 3 clusters Score -1000613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1000615.750000 Penalty: 3148.540039
	Iteration 111Q: 3 clusters Score -1000616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1000620.687500 Penalty: 3148.540039
	Iteration 112Q: 3 clusters Score -1000621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1000617.812500 Penalty: 3148.540039
	Iteration 113Q: 3 clusters Score -1000618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1000618.875000 Penalty: 3148.540039
	Iteration 114Q: 3 clusters Score -1000619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1000620.250000 Penalty: 3148.540039
	Iteration 115Q: 3 clusters Score -1000620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1000624.625000 Penalty: 3148.540039
	Iteration 116Q: 3 clusters Score -1000625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1000623.937500 Penalty: 3148.540039
	Iteration 117Q: 3 clusters Score -1000624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1000624.062500 Penalty: 3148.540039
	Iteration 118Q: 3 clusters Score -1000624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1000623.500000 Penalty: 3148.540039
	Iteration 119Q: 3 clusters Score -1000624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1000626.500000 Penalty: 3148.540039
	Iteration 120F: 3 clusters Score -1000626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1000629.375000 Penalty: 3148.540039
	Iteration 121Q: 3 clusters Score -1000629 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1000630.812500 Penalty: 3148.540039
	Iteration 122Q: 3 clusters Score -1000631 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1000635.500000 Penalty: 3148.540039
	Iteration 123Q: 3 clusters Score -1000636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1000641.437500 Penalty: 3148.540039
	Iteration 124Q: 3 clusters Score -1000641 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1000644.125000 Penalty: 3148.540039
	Iteration 125Q: 3 clusters Score -1000644 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1000650.312500 Penalty: 3148.540039
	Iteration 126Q: 3 clusters Score -1000650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1000651.250000 Penalty: 3148.540039
	Iteration 127Q: 3 clusters Score -1000651 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1000656.250000 Penalty: 3148.540039
	Iteration 128Q: 3 clusters Score -1000656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1000658.250000 Penalty: 3148.540039
	Iteration 129Q: 3 clusters Score -1000658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1000657.625000 Penalty: 3148.540039
	Iteration 130Q: 3 clusters Score -1000658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1000656.687500 Penalty: 3148.540039
	Iteration 131Q: 3 clusters Score -1000657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1000659.750000 Penalty: 3148.540039
	Iteration 132Q: 3 clusters Score -1000660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1000660.000000 Penalty: 3148.540039
	Iteration 133Q: 3 clusters Score -1000660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1000662.312500 Penalty: 3148.540039
	Iteration 134Q: 3 clusters Score -1000662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1000665.375000 Penalty: 3148.540039
	Iteration 135Q: 3 clusters Score -1000665 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1000668.437500 Penalty: 3148.540039
	Iteration 136Q: 3 clusters Score -1000668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1000670.250000 Penalty: 3148.540039
	Iteration 137Q: 3 clusters Score -1000670 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1000672.875000 Penalty: 3148.540039
	Iteration 138Q: 3 clusters Score -1000673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1000671.250000 Penalty: 3148.540039
	Iteration 139Q: 3 clusters Score -1000671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1000675.062500 Penalty: 3148.540039
	Iteration 140F: 3 clusters Score -1000675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1000675.250000 Penalty: 3148.540039
	Iteration 141Q: 3 clusters Score -1000675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1000680.562500 Penalty: 3148.540039
	Iteration 142Q: 3 clusters Score -1000681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1000681.437500 Penalty: 3148.540039
	Iteration 143Q: 3 clusters Score -1000681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1000680.250000 Penalty: 3148.540039
	Iteration 144Q: 3 clusters Score -1000680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1000679.312500 Penalty: 3148.540039
	Iteration 145Q: 3 clusters Score -1000679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1000678.250000 Penalty: 3148.540039
	Iteration 146Q: 3 clusters Score -1000678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1000678.187500 Penalty: 3148.540039
	Iteration 147Q: 3 clusters Score -1000678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1000676.875000 Penalty: 3148.540039
	Iteration 148Q: 3 clusters Score -1000677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1000677.687500 Penalty: 3148.540039
	Iteration 149Q: 3 clusters Score -1000678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1000677.125000 Penalty: 3148.540039
	Iteration 150Q: 3 clusters Score -1000677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1000680.187500 Penalty: 3148.540039
	Iteration 151Q: 3 clusters Score -1000680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1000678.375000 Penalty: 3148.540039
	Iteration 152Q: 3 clusters Score -1000678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1000678.375000 Penalty: 3148.540039
	Iteration 153F: 3 clusters Score -1000678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Entering Unmasked Estep 
Score: -696283.000000 Penalty: 1519.758667
	Iteration 0F: 2 clusters Score -696283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -688205.937500 Penalty: 3039.517334
	Iteration 0F: 3 clusters Score -688205.9 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -691349.375000 Penalty: 3039.517334
	Iteration 1F: 3 clusters Score -691349.4 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -691901.750000 Penalty: 3039.517334
	Iteration 2F: 3 clusters Score -691901.8 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -692358.312500 Penalty: 3039.517334
	Iteration 3F: 3 clusters Score -692358.3 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -692807.187500 Penalty: 3039.517334
	Iteration 4F: 3 clusters Score -692807.2 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -693260.437500 Penalty: 3039.517334
	Iteration 5F: 3 clusters Score -693260.4 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -693676.250000 Penalty: 3039.517334
	Iteration 6F: 3 clusters Score -693676.2 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -694052.937500 Penalty: 3039.517334
	Iteration 7Q: 3 clusters Score -694052.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -694447.812500 Penalty: 3039.517334
	Iteration 8Q: 3 clusters Score -694447.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -694882.937500 Penalty: 3039.517334
	Iteration 9Q: 3 clusters Score -694882.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -695475.000000 Penalty: 3039.517334
	Iteration 10Q: 3 clusters Score -695475 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -696130.937500 Penalty: 3039.517334
	Iteration 11Q: 3 clusters Score -696130.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -696515.250000 Penalty: 3039.517334
	Iteration 12Q: 3 clusters Score -696515.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -696693.250000 Penalty: 3039.517334
	Iteration 13Q: 3 clusters Score -696693.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -696799.750000 Penalty: 3039.517334
	Iteration 14Q: 3 clusters Score -696799.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -696863.375000 Penalty: 3039.517334
	Iteration 15Q: 3 clusters Score -696863.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -696897.437500 Penalty: 3039.517334
	Iteration 16Q: 3 clusters Score -696897.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -696925.937500 Penalty: 3039.517334
	Iteration 17Q: 3 clusters Score -696925.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -696947.812500 Penalty: 3039.517334
	Iteration 18Q: 3 clusters Score -696947.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -696964.250000 Penalty: 3039.517334
	Iteration 19Q: 3 clusters Score -696964.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -696972.375000 Penalty: 3039.517334
	Iteration 20F: 3 clusters Score -696972.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -696978.687500 Penalty: 3039.517334
	Iteration 21Q: 3 clusters Score -696978.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -696981.812500 Penalty: 3039.517334
	Iteration 22Q: 3 clusters Score -696981.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -696981.750000 Penalty: 3039.517334
	Iteration 23Q: 3 clusters Score -696981.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -696983.312500 Penalty: 3039.517334
	Iteration 24Q: 3 clusters Score -696983.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -696984.437500 Penalty: 3039.517334
	Iteration 25Q: 3 clusters Score -696984.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -696984.437500 Penalty: 3039.517334
	Iteration 26F: 3 clusters Score -696984.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2455 members 
Mstep: Class 3 contains 11781 members 
Mstep: Class 4 contains 113751 members 
Mstep: Class 6 contains 6114 members 
Mstep: Class 8 contains 78953 members 
Mstep: Class 9 contains 18803 members 
Mstep: Class 11 contains 14467 members 
Mstep: Class 12 contains 4790 members 
Mstep: Class 13 contains 365405 members 
Mstep: Class 14 contains 2756 members 
Mstep: Class 15 contains 16120 members 
Mstep: Class 16 contains 9926 members 
Mstep: Class 17 contains 3170 members 
Mstep: Class 19 contains 7850 members 
Mstep: Class 22 contains 10606 members 
Mstep: Class 23 contains 9931 members 
Mstep: Class 24 contains 1868 members 
Entering Unmasked Estep 
Score: -42172524.000000 Penalty: 39283.816406
Splitting cluster 16 changes total score from -42171928.000000 to -42172524.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 17 (3170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Entering Unmasked Estep 
Score: -190406.500000 Penalty: 1309.991699
	Iteration 0F: 2 clusters Score -190406.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -187636.359375 Penalty: 2619.983398
	Iteration 0F: 3 clusters Score -187636.4 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -188370.609375 Penalty: 2619.983398
	Iteration 1F: 3 clusters Score -188370.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -188578.359375 Penalty: 2619.983398
	Iteration 2F: 3 clusters Score -188578.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -188733.531250 Penalty: 2619.983398
	Iteration 3F: 3 clusters Score -188733.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -188861.671875 Penalty: 2619.983398
	Iteration 4Q: 3 clusters Score -188861.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -188978.718750 Penalty: 2619.983398
	Iteration 5Q: 3 clusters Score -188978.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -189054.562500 Penalty: 2619.983398
	Iteration 6Q: 3 clusters Score -189054.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -189126.843750 Penalty: 2619.983398
	Iteration 7Q: 3 clusters Score -189126.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -189198.031250 Penalty: 2619.983398
	Iteration 8Q: 3 clusters Score -189198 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -189258.953125 Penalty: 2619.983398
	Iteration 9Q: 3 clusters Score -189259 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -189298.468750 Penalty: 2619.983398
	Iteration 10Q: 3 clusters Score -189298.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -189325.609375 Penalty: 2619.983398
	Iteration 11Q: 3 clusters Score -189325.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -189345.062500 Penalty: 2619.983398
	Iteration 12Q: 3 clusters Score -189345.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -189368.953125 Penalty: 2619.983398
	Iteration 13Q: 3 clusters Score -189369 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -189389.750000 Penalty: 2619.983398
	Iteration 14Q: 3 clusters Score -189389.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -189407.468750 Penalty: 2619.983398
	Iteration 15Q: 3 clusters Score -189407.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -189424.718750 Penalty: 2619.983398
	Iteration 16Q: 3 clusters Score -189424.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -189436.968750 Penalty: 2619.983398
	Iteration 17Q: 3 clusters Score -189437 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -189445.000000 Penalty: 2619.983398
	Iteration 18Q: 3 clusters Score -189445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -189452.078125 Penalty: 2619.983398
	Iteration 19Q: 3 clusters Score -189452.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -189455.687500 Penalty: 2619.983398
	Iteration 20F: 3 clusters Score -189455.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -189457.265625 Penalty: 2619.983398
	Iteration 21Q: 3 clusters Score -189457.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -189458.296875 Penalty: 2619.983398
	Iteration 22Q: 3 clusters Score -189458.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -189458.890625 Penalty: 2619.983398
	Iteration 23Q: 3 clusters Score -189458.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -189459.640625 Penalty: 2619.983398
	Iteration 24Q: 3 clusters Score -189459.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -189460.906250 Penalty: 2619.983398
	Iteration 25Q: 3 clusters Score -189460.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -189461.343750 Penalty: 2619.983398
	Iteration 26Q: 3 clusters Score -189461.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -189461.343750 Penalty: 2619.983398
	Iteration 27F: 3 clusters Score -189461.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Entering Unmasked Estep 
Score: -485646.562500 Penalty: 1457.343628
	Iteration 0F: 2 clusters Score -485646.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -479848.625000 Penalty: 2914.687256
	Iteration 0F: 3 clusters Score -479848.6 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -481621.375000 Penalty: 2914.687256
	Iteration 1F: 3 clusters Score -481621.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -481882.656250 Penalty: 2914.687256
	Iteration 2F: 3 clusters Score -481882.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -482168.875000 Penalty: 2914.687256
	Iteration 3F: 3 clusters Score -482168.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -482497.656250 Penalty: 2914.687256
	Iteration 4F: 3 clusters Score -482497.7 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -482899.843750 Penalty: 2914.687256
	Iteration 5F: 3 clusters Score -482899.8 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -483286.812500 Penalty: 2914.687256
	Iteration 6F: 3 clusters Score -483286.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -483653.375000 Penalty: 2914.687256
	Iteration 7F: 3 clusters Score -483653.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -483998.343750 Penalty: 2914.687256
	Iteration 8F: 3 clusters Score -483998.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -484333.125000 Penalty: 2914.687256
	Iteration 9F: 3 clusters Score -484333.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -484597.937500 Penalty: 2914.687256
	Iteration 10Q: 3 clusters Score -484597.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -484815.250000 Penalty: 2914.687256
	Iteration 11Q: 3 clusters Score -484815.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -484945.875000 Penalty: 2914.687256
	Iteration 12Q: 3 clusters Score -484945.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -485058.718750 Penalty: 2914.687256
	Iteration 13Q: 3 clusters Score -485058.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -485131.406250 Penalty: 2914.687256
	Iteration 14Q: 3 clusters Score -485131.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -485177.781250 Penalty: 2914.687256
	Iteration 15Q: 3 clusters Score -485177.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -485206.218750 Penalty: 2914.687256
	Iteration 16Q: 3 clusters Score -485206.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -485226.031250 Penalty: 2914.687256
	Iteration 17Q: 3 clusters Score -485226 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -485238.906250 Penalty: 2914.687256
	Iteration 18Q: 3 clusters Score -485238.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -485250.968750 Penalty: 2914.687256
	Iteration 19Q: 3 clusters Score -485251 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -485258.406250 Penalty: 2914.687256
	Iteration 20F: 3 clusters Score -485258.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -485262.843750 Penalty: 2914.687256
	Iteration 21Q: 3 clusters Score -485262.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -485268.062500 Penalty: 2914.687256
	Iteration 22Q: 3 clusters Score -485268.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -485269.250000 Penalty: 2914.687256
	Iteration 23Q: 3 clusters Score -485269.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -485269.156250 Penalty: 2914.687256
	Iteration 24Q: 3 clusters Score -485269.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -485269.156250 Penalty: 2914.687256
	Iteration 25F: 3 clusters Score -485269.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Entering Unmasked Estep 
Score: -729012.062500 Penalty: 1506.240967
	Iteration 0F: 2 clusters Score -729012.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -721487.125000 Penalty: 3012.481934
	Iteration 0F: 3 clusters Score -721487.1 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -723952.187500 Penalty: 3012.481934
	Iteration 1F: 3 clusters Score -723952.2 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -724165.937500 Penalty: 3012.481934
	Iteration 2F: 3 clusters Score -724165.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -724345.375000 Penalty: 3012.481934
	Iteration 3Q: 3 clusters Score -724345.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -724513.812500 Penalty: 3012.481934
	Iteration 4Q: 3 clusters Score -724513.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -724712.375000 Penalty: 3012.481934
	Iteration 5Q: 3 clusters Score -724712.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -724960.000000 Penalty: 3012.481934
	Iteration 6Q: 3 clusters Score -724960 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -725310.625000 Penalty: 3012.481934
	Iteration 7F: 3 clusters Score -725310.6 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -725748.125000 Penalty: 3012.481934
	Iteration 8F: 3 clusters Score -725748.1 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -726235.125000 Penalty: 3012.481934
	Iteration 9F: 3 clusters Score -726235.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -726716.812500 Penalty: 3012.481934
	Iteration 10Q: 3 clusters Score -726716.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -727123.187500 Penalty: 3012.481934
	Iteration 11Q: 3 clusters Score -727123.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -727365.375000 Penalty: 3012.481934
	Iteration 12Q: 3 clusters Score -727365.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -727493.312500 Penalty: 3012.481934
	Iteration 13Q: 3 clusters Score -727493.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -727571.375000 Penalty: 3012.481934
	Iteration 14Q: 3 clusters Score -727571.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -727602.500000 Penalty: 3012.481934
	Iteration 15Q: 3 clusters Score -727602.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -727627.750000 Penalty: 3012.481934
	Iteration 16Q: 3 clusters Score -727627.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -727645.000000 Penalty: 3012.481934
	Iteration 17Q: 3 clusters Score -727645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -727652.437500 Penalty: 3012.481934
	Iteration 18Q: 3 clusters Score -727652.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -727658.812500 Penalty: 3012.481934
	Iteration 19Q: 3 clusters Score -727658.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -727665.500000 Penalty: 3012.481934
	Iteration 20F: 3 clusters Score -727665.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -727667.812500 Penalty: 3012.481934
	Iteration 21Q: 3 clusters Score -727667.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -727671.937500 Penalty: 3012.481934
	Iteration 22Q: 3 clusters Score -727671.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -727676.687500 Penalty: 3012.481934
	Iteration 23Q: 3 clusters Score -727676.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -727678.937500 Penalty: 3012.481934
	Iteration 24Q: 3 clusters Score -727678.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -727682.687500 Penalty: 3012.481934
	Iteration 25Q: 3 clusters Score -727682.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -727683.437500 Penalty: 3012.481934
	Iteration 26Q: 3 clusters Score -727683.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -727684.250000 Penalty: 3012.481934
	Iteration 27Q: 3 clusters Score -727684.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -727685.875000 Penalty: 3012.481934
	Iteration 28Q: 3 clusters Score -727685.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -727687.625000 Penalty: 3012.481934
	Iteration 29Q: 3 clusters Score -727687.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -727688.187500 Penalty: 3012.481934
	Iteration 30Q: 3 clusters Score -727688.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -727689.875000 Penalty: 3012.481934
	Iteration 31Q: 3 clusters Score -727689.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -727691.500000 Penalty: 3012.481934
	Iteration 32Q: 3 clusters Score -727691.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -727693.375000 Penalty: 3012.481934
	Iteration 33Q: 3 clusters Score -727693.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -727694.437500 Penalty: 3012.481934
	Iteration 34Q: 3 clusters Score -727694.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -727697.375000 Penalty: 3012.481934
	Iteration 35Q: 3 clusters Score -727697.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -727696.812500 Penalty: 3012.481934
	Iteration 36Q: 3 clusters Score -727696.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -727697.250000 Penalty: 3012.481934
	Iteration 37Q: 3 clusters Score -727697.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -727698.750000 Penalty: 3012.481934
	Iteration 38Q: 3 clusters Score -727698.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -727700.812500 Penalty: 3012.481934
	Iteration 39Q: 3 clusters Score -727700.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -727700.812500 Penalty: 3012.481934
	Iteration 40F: 3 clusters Score -727700.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Entering Unmasked Estep 
Score: -630579.812500 Penalty: 1495.555176
	Iteration 0F: 2 clusters Score -630579.8 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 5023 members 
Entering Unmasked Estep 
Score: -623450.250000 Penalty: 2991.110352
	Iteration 0F: 3 clusters Score -623450.2 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -625835.062500 Penalty: 2991.110352
	Iteration 1F: 3 clusters Score -625835.1 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -626249.500000 Penalty: 2991.110352
	Iteration 2F: 3 clusters Score -626249.5 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -626695.250000 Penalty: 2991.110352
	Iteration 3F: 3 clusters Score -626695.2 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -627256.500000 Penalty: 2991.110352
	Iteration 4F: 3 clusters Score -627256.5 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -627884.062500 Penalty: 2991.110352
	Iteration 5F: 3 clusters Score -627884.1 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -628452.125000 Penalty: 2991.110352
	Iteration 6F: 3 clusters Score -628452.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -628880.125000 Penalty: 2991.110352
	Iteration 7Q: 3 clusters Score -628880.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -629181.687500 Penalty: 2991.110352
	Iteration 8Q: 3 clusters Score -629181.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -629351.250000 Penalty: 2991.110352
	Iteration 9Q: 3 clusters Score -629351.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -629455.812500 Penalty: 2991.110352
	Iteration 10Q: 3 clusters Score -629455.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -629502.937500 Penalty: 2991.110352
	Iteration 11Q: 3 clusters Score -629502.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -629528.812500 Penalty: 2991.110352
	Iteration 12Q: 3 clusters Score -629528.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -629544.750000 Penalty: 2991.110352
	Iteration 13Q: 3 clusters Score -629544.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -629554.062500 Penalty: 2991.110352
	Iteration 14Q: 3 clusters Score -629554.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -629558.312500 Penalty: 2991.110352
	Iteration 15Q: 3 clusters Score -629558.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -629562.000000 Penalty: 2991.110352
	Iteration 16Q: 3 clusters Score -629562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -629568.250000 Penalty: 2991.110352
	Iteration 17Q: 3 clusters Score -629568.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -629573.687500 Penalty: 2991.110352
	Iteration 18Q: 3 clusters Score -629573.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -629575.562500 Penalty: 2991.110352
	Iteration 19Q: 3 clusters Score -629575.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -629576.250000 Penalty: 2991.110352
	Iteration 20F: 3 clusters Score -629576.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -629576.125000 Penalty: 2991.110352
	Iteration 21Q: 3 clusters Score -629576.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -629577.187500 Penalty: 2991.110352
	Iteration 22Q: 3 clusters Score -629577.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -629578.000000 Penalty: 2991.110352
	Iteration 23Q: 3 clusters Score -629578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -629578.625000 Penalty: 2991.110352
	Iteration 24Q: 3 clusters Score -629578.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -629579.062500 Penalty: 2991.110352
	Iteration 25Q: 3 clusters Score -629579.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -629578.187500 Penalty: 2991.110352
	Iteration 26Q: 3 clusters Score -629578.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -629578.812500 Penalty: 2991.110352
	Iteration 27Q: 3 clusters Score -629578.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -629579.000000 Penalty: 2991.110352
	Iteration 28Q: 3 clusters Score -629579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -629579.000000 Penalty: 2991.110352
	Iteration 29F: 3 clusters Score -629579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Entering Unmasked Estep 
Score: -103562.476562 Penalty: 1224.051392
	Iteration 0F: 2 clusters Score -103562.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -101554.929688 Penalty: 2448.102783
	Iteration 0F: 3 clusters Score -101554.9 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -101988.398438 Penalty: 2448.102783
	Iteration 1F: 3 clusters Score -101988.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -102150.929688 Penalty: 2448.102783
	Iteration 2F: 3 clusters Score -102150.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -102298.117188 Penalty: 2448.102783
	Iteration 3F: 3 clusters Score -102298.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -102397.007812 Penalty: 2448.102783
	Iteration 4F: 3 clusters Score -102397 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -102478.093750 Penalty: 2448.102783
	Iteration 5Q: 3 clusters Score -102478.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -102542.687500 Penalty: 2448.102783
	Iteration 6Q: 3 clusters Score -102542.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -102597.101562 Penalty: 2448.102783
	Iteration 7Q: 3 clusters Score -102597.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -102630.289062 Penalty: 2448.102783
	Iteration 8Q: 3 clusters Score -102630.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -102655.296875 Penalty: 2448.102783
	Iteration 9Q: 3 clusters Score -102655.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -102674.820312 Penalty: 2448.102783
	Iteration 10Q: 3 clusters Score -102674.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -102687.742188 Penalty: 2448.102783
	Iteration 11Q: 3 clusters Score -102687.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -102702.398438 Penalty: 2448.102783
	Iteration 12Q: 3 clusters Score -102702.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -102722.023438 Penalty: 2448.102783
	Iteration 13Q: 3 clusters Score -102722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -102748.093750 Penalty: 2448.102783
	Iteration 14Q: 3 clusters Score -102748.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -102760.992188 Penalty: 2448.102783
	Iteration 15Q: 3 clusters Score -102761 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -102769.593750 Penalty: 2448.102783
	Iteration 16Q: 3 clusters Score -102769.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -102781.585938 Penalty: 2448.102783
	Iteration 17Q: 3 clusters Score -102781.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -102801.101562 Penalty: 2448.102783
	Iteration 18Q: 3 clusters Score -102801.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -102842.273438 Penalty: 2448.102783
	Iteration 19Q: 3 clusters Score -102842.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -102906.609375 Penalty: 2448.102783
	Iteration 20F: 3 clusters Score -102906.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -102969.187500 Penalty: 2448.102783
	Iteration 21Q: 3 clusters Score -102969.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -103013.304688 Penalty: 2448.102783
	Iteration 22Q: 3 clusters Score -103013.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -103048.742188 Penalty: 2448.102783
	Iteration 23Q: 3 clusters Score -103048.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -103064.570312 Penalty: 2448.102783
	Iteration 24Q: 3 clusters Score -103064.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -103073.109375 Penalty: 2448.102783
	Iteration 25Q: 3 clusters Score -103073.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -103078.515625 Penalty: 2448.102783
	Iteration 26Q: 3 clusters Score -103078.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -103081.578125 Penalty: 2448.102783
	Iteration 27Q: 3 clusters Score -103081.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -103084.609375 Penalty: 2448.102783
	Iteration 28Q: 3 clusters Score -103084.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -103085.359375 Penalty: 2448.102783
	Iteration 29Q: 3 clusters Score -103085.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -103086.453125 Penalty: 2448.102783
	Iteration 30Q: 3 clusters Score -103086.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -103087.875000 Penalty: 2448.102783
	Iteration 31Q: 3 clusters Score -103087.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -103088.578125 Penalty: 2448.102783
	Iteration 32Q: 3 clusters Score -103088.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -103088.687500 Penalty: 2448.102783
	Iteration 33Q: 3 clusters Score -103088.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -103088.687500 Penalty: 2448.102783
	Iteration 34F: 3 clusters Score -103088.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 2455 members 
Mstep: Class 3 contains 11781 members 
Mstep: Class 4 contains 113751 members 
Mstep: Class 6 contains 6114 members 
Mstep: Class 8 contains 78953 members 
Mstep: Class 9 contains 18803 members 
Mstep: Class 11 contains 14467 members 
Mstep: Class 12 contains 4790 members 
Mstep: Class 13 contains 365405 members 
Mstep: Class 14 contains 2756 members 
Mstep: Class 15 contains 16120 members 
Mstep: Class 16 contains 9926 members 
Mstep: Class 17 contains 3170 members 
Mstep: Class 19 contains 7850 members 
Mstep: Class 22 contains 10606 members 
Mstep: Class 23 contains 9931 members 
Mstep: Class 24 contains 1868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173332.000000 Penalty: 39283.816406
Iteration 39Q: 19 clusters Score -4.217333e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2459 members 
Mstep: Class 3 contains 11279 members 
Mstep: Class 4 contains 111880 members 
Mstep: Class 6 contains 6164 members 
Mstep: Class 8 contains 78869 members 
Mstep: Class 9 contains 18522 members 
Mstep: Class 11 contains 14197 members 
Mstep: Class 12 contains 4657 members 
Mstep: Class 13 contains 368253 members 
Mstep: Class 14 contains 2768 members 
Mstep: Class 15 contains 16176 members 
Mstep: Class 16 contains 9753 members 
Mstep: Class 17 contains 3281 members 
Mstep: Class 19 contains 7832 members 
Mstep: Class 22 contains 10788 members 
Mstep: Class 23 contains 10090 members 
Mstep: Class 24 contains 1844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175196.000000 Penalty: 39283.816406
Iteration 40F: 19 clusters Score -4.21752e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 10798 members 
Mstep: Class 4 contains 109382 members 
Mstep: Class 6 contains 6196 members 
Mstep: Class 8 contains 78789 members 
Mstep: Class 9 contains 18206 members 
Mstep: Class 11 contains 13927 members 
Mstep: Class 12 contains 4536 members 
Mstep: Class 13 contains 370990 members 
Mstep: Class 14 contains 2764 members 
Mstep: Class 15 contains 16065 members 
Mstep: Class 16 contains 9658 members 
Mstep: Class 17 contains 3406 members 
Mstep: Class 19 contains 7828 members 
Mstep: Class 22 contains 11542 members 
Mstep: Class 23 contains 10263 members 
Mstep: Class 24 contains 1794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176844.000000 Penalty: 39283.816406
Iteration 41Q: 19 clusters Score -4.217684e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2550 members 
Mstep: Class 3 contains 10428 members 
Mstep: Class 4 contains 106875 members 
Mstep: Class 6 contains 6237 members 
Mstep: Class 8 contains 78663 members 
Mstep: Class 9 contains 17860 members 
Mstep: Class 11 contains 13655 members 
Mstep: Class 12 contains 4458 members 
Mstep: Class 13 contains 373748 members 
Mstep: Class 14 contains 2751 members 
Mstep: Class 15 contains 15961 members 
Mstep: Class 16 contains 9612 members 
Mstep: Class 17 contains 3538 members 
Mstep: Class 19 contains 7802 members 
Mstep: Class 22 contains 12266 members 
Mstep: Class 23 contains 10416 members 
Mstep: Class 24 contains 1753 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 19 clusters Score -4.21784e+07 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2574 members 
Mstep: Class 3 contains 10123 members 
Mstep: Class 4 contains 104159 members 
Mstep: Class 6 contains 6280 members 
Mstep: Class 8 contains 78555 members 
Mstep: Class 9 contains 17485 members 
Mstep: Class 11 contains 13371 members 
Mstep: Class 12 contains 4414 members 
Mstep: Class 13 contains 376552 members 
Mstep: Class 14 contains 2746 members 
Mstep: Class 15 contains 15870 members 
Mstep: Class 16 contains 9581 members 
Mstep: Class 17 contains 3689 members 
Mstep: Class 19 contains 7774 members 
Mstep: Class 22 contains 13090 members 
Mstep: Class 23 contains 10546 members 
Mstep: Class 24 contains 1736 members 
Entering Unmasked Estep 
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Iteration 43Q: 19 clusters Score -4.217964e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2575 members 
Mstep: Class 3 contains 9832 members 
Mstep: Class 4 contains 101442 members 
Mstep: Class 6 contains 6306 members 
Mstep: Class 8 contains 78486 members 
Mstep: Class 9 contains 17055 members 
Mstep: Class 11 contains 13067 members 
Mstep: Class 12 contains 4390 members 
Mstep: Class 13 contains 379449 members 
Mstep: Class 14 contains 2743 members 
Mstep: Class 15 contains 15761 members 
Mstep: Class 16 contains 9550 members 
Mstep: Class 17 contains 3846 members 
Mstep: Class 19 contains 7746 members 
Mstep: Class 22 contains 13895 members 
Mstep: Class 23 contains 10645 members 
Mstep: Class 24 contains 1729 members 
Entering Unmasked Estep 
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Iteration 44Q: 19 clusters Score -4.218152e+07 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2575 members 
Mstep: Class 3 contains 9567 members 
Mstep: Class 4 contains 98727 members 
Mstep: Class 6 contains 6301 members 
Mstep: Class 8 contains 78416 members 
Mstep: Class 9 contains 16564 members 
Mstep: Class 11 contains 12747 members 
Mstep: Class 12 contains 4378 members 
Mstep: Class 13 contains 382490 members 
Mstep: Class 14 contains 2729 members 
Mstep: Class 15 contains 15640 members 
Mstep: Class 16 contains 9521 members 
Mstep: Class 17 contains 4039 members 
Mstep: Class 19 contains 7707 members 
Mstep: Class 22 contains 14617 members 
Mstep: Class 23 contains 10741 members 
Mstep: Class 24 contains 1730 members 
Entering Unmasked Estep 
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Iteration 45Q: 19 clusters Score -4.218311e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2563 members 
Mstep: Class 3 contains 9321 members 
Mstep: Class 4 contains 95886 members 
Mstep: Class 6 contains 6315 members 
Mstep: Class 8 contains 78320 members 
Mstep: Class 9 contains 16047 members 
Mstep: Class 11 contains 12426 members 
Mstep: Class 12 contains 4391 members 
Mstep: Class 13 contains 385810 members 
Mstep: Class 14 contains 2714 members 
Mstep: Class 15 contains 15462 members 
Mstep: Class 16 contains 9499 members 
Mstep: Class 17 contains 4218 members 
Mstep: Class 19 contains 7672 members 
Mstep: Class 22 contains 15253 members 
Mstep: Class 23 contains 10852 members 
Mstep: Class 24 contains 1731 members 
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Iteration 46Q: 19 clusters Score -4.218465e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2542 members 
Mstep: Class 3 contains 9105 members 
Mstep: Class 4 contains 93089 members 
Mstep: Class 6 contains 6349 members 
Mstep: Class 8 contains 78222 members 
Mstep: Class 9 contains 15474 members 
Mstep: Class 11 contains 12090 members 
Mstep: Class 12 contains 4408 members 
Mstep: Class 13 contains 389220 members 
Mstep: Class 14 contains 2697 members 
Mstep: Class 15 contains 15283 members 
Mstep: Class 16 contains 9488 members 
Mstep: Class 17 contains 4401 members 
Mstep: Class 19 contains 7619 members 
Mstep: Class 22 contains 15804 members 
Mstep: Class 23 contains 10956 members 
Mstep: Class 24 contains 1730 members 
Entering Unmasked Estep 
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Iteration 47Q: 19 clusters Score -4.21863e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2512 members 
Mstep: Class 3 contains 8907 members 
Mstep: Class 4 contains 90468 members 
Mstep: Class 6 contains 6385 members 
Mstep: Class 8 contains 78141 members 
Mstep: Class 9 contains 14839 members 
Mstep: Class 11 contains 11777 members 
Mstep: Class 12 contains 4431 members 
Mstep: Class 13 contains 392635 members 
Mstep: Class 14 contains 2698 members 
Mstep: Class 15 contains 15069 members 
Mstep: Class 16 contains 9484 members 
Mstep: Class 17 contains 4562 members 
Mstep: Class 19 contains 7567 members 
Mstep: Class 22 contains 16199 members 
Mstep: Class 23 contains 11069 members 
Mstep: Class 24 contains 1728 members 
Entering Unmasked Estep 
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Iteration 48Q: 19 clusters Score -4.218784e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2487 members 
Mstep: Class 3 contains 8709 members 
Mstep: Class 4 contains 87962 members 
Mstep: Class 6 contains 6425 members 
Mstep: Class 8 contains 78061 members 
Mstep: Class 9 contains 14196 members 
Mstep: Class 11 contains 11479 members 
Mstep: Class 12 contains 4449 members 
Mstep: Class 13 contains 396098 members 
Mstep: Class 14 contains 2701 members 
Mstep: Class 15 contains 14844 members 
Mstep: Class 16 contains 9479 members 
Mstep: Class 17 contains 4692 members 
Mstep: Class 19 contains 7515 members 
Mstep: Class 22 contains 16474 members 
Mstep: Class 23 contains 11165 members 
Mstep: Class 24 contains 1727 members 
Entering Unmasked Estep 
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Iteration 49Q: 19 clusters Score -4.218949e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 3 contains 8518 members 
Mstep: Class 4 contains 85636 members 
Mstep: Class 6 contains 6459 members 
Mstep: Class 8 contains 77973 members 
Mstep: Class 9 contains 13537 members 
Mstep: Class 11 contains 11219 members 
Mstep: Class 12 contains 4466 members 
Mstep: Class 13 contains 399584 members 
Mstep: Class 14 contains 2698 members 
Mstep: Class 15 contains 14618 members 
Mstep: Class 16 contains 9473 members 
Mstep: Class 17 contains 4821 members 
Mstep: Class 19 contains 7448 members 
Mstep: Class 22 contains 16593 members 
Mstep: Class 23 contains 11231 members 
Mstep: Class 24 contains 1728 members 
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Iteration 50Q: 19 clusters Score -4.219071e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2418 members 
Mstep: Class 3 contains 8361 members 
Mstep: Class 4 contains 83433 members 
Mstep: Class 6 contains 6474 members 
Mstep: Class 8 contains 77896 members 
Mstep: Class 9 contains 12896 members 
Mstep: Class 11 contains 10997 members 
Mstep: Class 12 contains 4479 members 
Mstep: Class 13 contains 402980 members 
Mstep: Class 14 contains 2694 members 
Mstep: Class 15 contains 14391 members 
Mstep: Class 16 contains 9460 members 
Mstep: Class 17 contains 4918 members 
Mstep: Class 19 contains 7394 members 
Mstep: Class 22 contains 16626 members 
Mstep: Class 23 contains 11310 members 
Mstep: Class 24 contains 1729 members 
Entering Unmasked Estep 
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Iteration 51Q: 19 clusters Score -4.219188e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2392 members 
Mstep: Class 3 contains 8235 members 
Mstep: Class 4 contains 81344 members 
Mstep: Class 6 contains 6487 members 
Mstep: Class 8 contains 77801 members 
Mstep: Class 9 contains 12271 members 
Mstep: Class 11 contains 10781 members 
Mstep: Class 12 contains 4491 members 
Mstep: Class 13 contains 406235 members 
Mstep: Class 14 contains 2684 members 
Mstep: Class 15 contains 14186 members 
Mstep: Class 16 contains 9456 members 
Mstep: Class 17 contains 5027 members 
Mstep: Class 19 contains 7362 members 
Mstep: Class 22 contains 16579 members 
Mstep: Class 23 contains 11401 members 
Mstep: Class 24 contains 1727 members 
Entering Unmasked Estep 
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Iteration 52Q: 19 clusters Score -4.219267e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2375 members 
Mstep: Class 3 contains 8125 members 
Mstep: Class 4 contains 79536 members 
Mstep: Class 6 contains 6496 members 
Mstep: Class 8 contains 77713 members 
Mstep: Class 9 contains 11693 members 
Mstep: Class 11 contains 10597 members 
Mstep: Class 12 contains 4505 members 
Mstep: Class 13 contains 409191 members 
Mstep: Class 14 contains 2686 members 
Mstep: Class 15 contains 14008 members 
Mstep: Class 16 contains 9451 members 
Mstep: Class 17 contains 5122 members 
Mstep: Class 19 contains 7325 members 
Mstep: Class 22 contains 16439 members 
Mstep: Class 23 contains 11465 members 
Mstep: Class 24 contains 1722 members 
Entering Unmasked Estep 
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Iteration 53Q: 19 clusters Score -4.219353e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 3 contains 8004 members 
Mstep: Class 4 contains 77925 members 
Mstep: Class 6 contains 6510 members 
Mstep: Class 8 contains 77632 members 
Mstep: Class 9 contains 11151 members 
Mstep: Class 11 contains 10431 members 
Mstep: Class 12 contains 4517 members 
Mstep: Class 13 contains 411936 members 
Mstep: Class 14 contains 2685 members 
Mstep: Class 15 contains 13824 members 
Mstep: Class 16 contains 9445 members 
Mstep: Class 17 contains 5202 members 
Mstep: Class 19 contains 7297 members 
Mstep: Class 22 contains 16261 members 
Mstep: Class 23 contains 11541 members 
Mstep: Class 24 contains 1715 members 
Entering Unmasked Estep 
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Iteration 54Q: 19 clusters Score -4.219422e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2362 members 
Mstep: Class 3 contains 7866 members 
Mstep: Class 4 contains 76417 members 
Mstep: Class 6 contains 6515 members 
Mstep: Class 8 contains 77568 members 
Mstep: Class 9 contains 10597 members 
Mstep: Class 11 contains 10273 members 
Mstep: Class 12 contains 4528 members 
Mstep: Class 13 contains 414676 members 
Mstep: Class 14 contains 2682 members 
Mstep: Class 15 contains 13658 members 
Mstep: Class 16 contains 9440 members 
Mstep: Class 17 contains 5257 members 
Mstep: Class 19 contains 7279 members 
Mstep: Class 22 contains 15997 members 
Mstep: Class 23 contains 11606 members 
Mstep: Class 24 contains 1714 members 
Entering Unmasked Estep 
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Iteration 55Q: 19 clusters Score -4.219462e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2354 members 
Mstep: Class 3 contains 7749 members 
Mstep: Class 4 contains 74926 members 
Mstep: Class 6 contains 6529 members 
Mstep: Class 8 contains 77520 members 
Mstep: Class 9 contains 10068 members 
Mstep: Class 11 contains 10131 members 
Mstep: Class 12 contains 4539 members 
Mstep: Class 13 contains 417350 members 
Mstep: Class 14 contains 2694 members 
Mstep: Class 15 contains 13511 members 
Mstep: Class 16 contains 9434 members 
Mstep: Class 17 contains 5281 members 
Mstep: Class 19 contains 7281 members 
Mstep: Class 22 contains 15701 members 
Mstep: Class 23 contains 11666 members 
Mstep: Class 24 contains 1708 members 
Entering Unmasked Estep 
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Iteration 56Q: 19 clusters Score -4.219517e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2353 members 
Mstep: Class 3 contains 7649 members 
Mstep: Class 4 contains 73545 members 
Mstep: Class 6 contains 6537 members 
Mstep: Class 8 contains 77471 members 
Mstep: Class 9 contains 9586 members 
Mstep: Class 11 contains 9990 members 
Mstep: Class 12 contains 4547 members 
Mstep: Class 13 contains 419857 members 
Mstep: Class 14 contains 2702 members 
Mstep: Class 15 contains 13373 members 
Mstep: Class 16 contains 9426 members 
Mstep: Class 17 contains 5300 members 
Mstep: Class 19 contains 7271 members 
Mstep: Class 22 contains 15404 members 
Mstep: Class 23 contains 11723 members 
Mstep: Class 24 contains 1709 members 
Entering Unmasked Estep 
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Iteration 57Q: 19 clusters Score -4.219574e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2353 members 
Mstep: Class 3 contains 7553 members 
Mstep: Class 4 contains 72262 members 
Mstep: Class 6 contains 6550 members 
Mstep: Class 8 contains 77418 members 
Mstep: Class 9 contains 9166 members 
Mstep: Class 11 contains 9852 members 
Mstep: Class 12 contains 4551 members 
Mstep: Class 13 contains 422150 members 
Mstep: Class 14 contains 2714 members 
Mstep: Class 15 contains 13248 members 
Mstep: Class 16 contains 9427 members 
Mstep: Class 17 contains 5295 members 
Mstep: Class 19 contains 7266 members 
Mstep: Class 22 contains 15153 members 
Mstep: Class 23 contains 11779 members 
Mstep: Class 24 contains 1707 members 
Entering Unmasked Estep 
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Iteration 58Q: 19 clusters Score -4.219594e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2352 members 
Mstep: Class 3 contains 7456 members 
Mstep: Class 4 contains 71034 members 
Mstep: Class 6 contains 6566 members 
Mstep: Class 8 contains 77370 members 
Mstep: Class 9 contains 8749 members 
Mstep: Class 11 contains 9746 members 
Mstep: Class 12 contains 4559 members 
Mstep: Class 13 contains 424321 members 
Mstep: Class 14 contains 2718 members 
Mstep: Class 15 contains 13123 members 
Mstep: Class 16 contains 9423 members 
Mstep: Class 17 contains 5302 members 
Mstep: Class 19 contains 7253 members 
Mstep: Class 22 contains 14935 members 
Mstep: Class 23 contains 11830 members 
Mstep: Class 24 contains 1708 members 
Entering Unmasked Estep 
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Iteration 59Q: 19 clusters Score -4.219606e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2348 members 
Mstep: Class 3 contains 7372 members 
Mstep: Class 4 contains 69959 members 
Mstep: Class 6 contains 6573 members 
Mstep: Class 8 contains 77324 members 
Mstep: Class 9 contains 8378 members 
Mstep: Class 11 contains 9655 members 
Mstep: Class 12 contains 4566 members 
Mstep: Class 13 contains 426282 members 
Mstep: Class 14 contains 2718 members 
Mstep: Class 15 contains 13015 members 
Mstep: Class 16 contains 9419 members 
Mstep: Class 17 contains 5300 members 
Mstep: Class 19 contains 7248 members 
Mstep: Class 22 contains 14701 members 
Mstep: Class 23 contains 11878 members 
Mstep: Class 24 contains 1704 members 
Entering Unmasked Estep 
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Iteration 60F: 19 clusters Score -4.219642e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2329 members 
Mstep: Class 3 contains 7300 members 
Mstep: Class 4 contains 68882 members 
Mstep: Class 6 contains 6557 members 
Mstep: Class 8 contains 77285 members 
Mstep: Class 9 contains 8057 members 
Mstep: Class 11 contains 9566 members 
Mstep: Class 12 contains 4568 members 
Mstep: Class 13 contains 428100 members 
Mstep: Class 14 contains 2717 members 
Mstep: Class 15 contains 12834 members 
Mstep: Class 16 contains 9420 members 
Mstep: Class 17 contains 5346 members 
Mstep: Class 19 contains 7249 members 
Mstep: Class 22 contains 14601 members 
Mstep: Class 23 contains 11923 members 
Mstep: Class 24 contains 1701 members 
Entering Unmasked Estep 
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Iteration 61Q: 19 clusters Score -4.219676e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2313 members 
Mstep: Class 3 contains 7250 members 
Mstep: Class 4 contains 67942 members 
Mstep: Class 6 contains 6536 members 
Mstep: Class 8 contains 77261 members 
Mstep: Class 9 contains 7764 members 
Mstep: Class 11 contains 9495 members 
Mstep: Class 12 contains 4573 members 
Mstep: Class 13 contains 429740 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 12683 members 
Mstep: Class 16 contains 9421 members 
Mstep: Class 17 contains 5385 members 
Mstep: Class 19 contains 7250 members 
Mstep: Class 22 contains 14431 members 
Mstep: Class 23 contains 11960 members 
Mstep: Class 24 contains 1699 members 
Entering Unmasked Estep 
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Iteration 62Q: 19 clusters Score -4.219682e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2320 members 
Mstep: Class 3 contains 7177 members 
Mstep: Class 4 contains 67091 members 
Mstep: Class 6 contains 6538 members 
Mstep: Class 8 contains 77245 members 
Mstep: Class 9 contains 7480 members 
Mstep: Class 11 contains 9442 members 
Mstep: Class 12 contains 4576 members 
Mstep: Class 13 contains 431286 members 
Mstep: Class 14 contains 2724 members 
Mstep: Class 15 contains 12565 members 
Mstep: Class 16 contains 9421 members 
Mstep: Class 17 contains 5400 members 
Mstep: Class 19 contains 7262 members 
Mstep: Class 22 contains 14206 members 
Mstep: Class 23 contains 11991 members 
Mstep: Class 24 contains 1697 members 
Entering Unmasked Estep 
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Iteration 63Q: 19 clusters Score -4.219695e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2325 members 
Mstep: Class 3 contains 7114 members 
Mstep: Class 4 contains 66321 members 
Mstep: Class 6 contains 6534 members 
Mstep: Class 8 contains 77233 members 
Mstep: Class 9 contains 7240 members 
Mstep: Class 11 contains 9399 members 
Mstep: Class 12 contains 4577 members 
Mstep: Class 13 contains 432650 members 
Mstep: Class 14 contains 2731 members 
Mstep: Class 15 contains 12472 members 
Mstep: Class 16 contains 9423 members 
Mstep: Class 17 contains 5414 members 
Mstep: Class 19 contains 7276 members 
Mstep: Class 22 contains 13990 members 
Mstep: Class 23 contains 12021 members 
Mstep: Class 24 contains 1695 members 
Entering Unmasked Estep 
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Iteration 64Q: 19 clusters Score -4.219726e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2323 members 
Mstep: Class 3 contains 7054 members 
Mstep: Class 4 contains 65602 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 8 contains 77224 members 
Mstep: Class 9 contains 7005 members 
Mstep: Class 11 contains 9382 members 
Mstep: Class 12 contains 4586 members 
Mstep: Class 13 contains 433923 members 
Mstep: Class 14 contains 2731 members 
Mstep: Class 15 contains 12380 members 
Mstep: Class 16 contains 9425 members 
Mstep: Class 17 contains 5423 members 
Mstep: Class 19 contains 7277 members 
Mstep: Class 22 contains 13803 members 
Mstep: Class 23 contains 12064 members 
Mstep: Class 24 contains 1693 members 
Entering Unmasked Estep 
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Iteration 65Q: 19 clusters Score -4.219733e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2321 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 64937 members 
Mstep: Class 6 contains 6512 members 
Mstep: Class 8 contains 77214 members 
Mstep: Class 9 contains 6807 members 
Mstep: Class 11 contains 9354 members 
Mstep: Class 12 contains 4589 members 
Mstep: Class 13 contains 435095 members 
Mstep: Class 14 contains 2733 members 
Mstep: Class 15 contains 12308 members 
Mstep: Class 16 contains 9425 members 
Mstep: Class 17 contains 5422 members 
Mstep: Class 19 contains 7277 members 
Mstep: Class 22 contains 13619 members 
Mstep: Class 23 contains 12105 members 
Mstep: Class 24 contains 1692 members 
Entering Unmasked Estep 
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Iteration 66Q: 19 clusters Score -4.219748e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2327 members 
Mstep: Class 3 contains 6947 members 
Mstep: Class 4 contains 64322 members 
Mstep: Class 6 contains 6509 members 
Mstep: Class 8 contains 77205 members 
Mstep: Class 9 contains 6638 members 
Mstep: Class 11 contains 9324 members 
Mstep: Class 12 contains 4593 members 
Mstep: Class 13 contains 436192 members 
Mstep: Class 14 contains 2735 members 
Mstep: Class 15 contains 12243 members 
Mstep: Class 16 contains 9429 members 
Mstep: Class 17 contains 5421 members 
Mstep: Class 19 contains 7275 members 
Mstep: Class 22 contains 13418 members 
Mstep: Class 23 contains 12142 members 
Mstep: Class 24 contains 1689 members 
Entering Unmasked Estep 
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Iteration 67Q: 19 clusters Score -4.219765e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2344 members 
Mstep: Class 3 contains 6905 members 
Mstep: Class 4 contains 63713 members 
Mstep: Class 6 contains 6503 members 
Mstep: Class 8 contains 77199 members 
Mstep: Class 9 contains 6496 members 
Mstep: Class 11 contains 9306 members 
Mstep: Class 12 contains 4588 members 
Mstep: Class 13 contains 437205 members 
Mstep: Class 14 contains 2737 members 
Mstep: Class 15 contains 12186 members 
Mstep: Class 16 contains 9429 members 
Mstep: Class 17 contains 5428 members 
Mstep: Class 19 contains 7269 members 
Mstep: Class 22 contains 13232 members 
Mstep: Class 23 contains 12182 members 
Mstep: Class 24 contains 1690 members 
Entering Unmasked Estep 
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Iteration 68Q: 19 clusters Score -4.219776e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2359 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 63158 members 
Mstep: Class 6 contains 6502 members 
Mstep: Class 8 contains 77192 members 
Mstep: Class 9 contains 6369 members 
Mstep: Class 11 contains 9284 members 
Mstep: Class 12 contains 4592 members 
Mstep: Class 13 contains 438122 members 
Mstep: Class 14 contains 2738 members 
Mstep: Class 15 contains 12137 members 
Mstep: Class 16 contains 9429 members 
Mstep: Class 17 contains 5432 members 
Mstep: Class 19 contains 7269 members 
Mstep: Class 22 contains 13047 members 
Mstep: Class 23 contains 12225 members 
Mstep: Class 24 contains 1688 members 
Entering Unmasked Estep 
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Iteration 69Q: 19 clusters Score -4.219773e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 3 contains 6824 members 
Mstep: Class 4 contains 62644 members 
Mstep: Class 6 contains 6505 members 
Mstep: Class 8 contains 77185 members 
Mstep: Class 9 contains 6261 members 
Mstep: Class 11 contains 9250 members 
Mstep: Class 12 contains 4597 members 
Mstep: Class 13 contains 438990 members 
Mstep: Class 14 contains 2735 members 
Mstep: Class 15 contains 12096 members 
Mstep: Class 16 contains 9433 members 
Mstep: Class 17 contains 5435 members 
Mstep: Class 19 contains 7271 members 
Mstep: Class 22 contains 12878 members 
Mstep: Class 23 contains 12256 members 
Mstep: Class 24 contains 1687 members 
Entering Unmasked Estep 
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Iteration 70Q: 19 clusters Score -4.219778e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 6774 members 
Mstep: Class 4 contains 62189 members 
Mstep: Class 6 contains 6509 members 
Mstep: Class 8 contains 77182 members 
Mstep: Class 9 contains 6163 members 
Mstep: Class 11 contains 9231 members 
Mstep: Class 12 contains 4606 members 
Mstep: Class 13 contains 439754 members 
Mstep: Class 14 contains 2731 members 
Mstep: Class 15 contains 12058 members 
Mstep: Class 16 contains 9436 members 
Mstep: Class 17 contains 5440 members 
Mstep: Class 19 contains 7268 members 
Mstep: Class 22 contains 12738 members 
Mstep: Class 23 contains 12278 members 
Mstep: Class 24 contains 1686 members 
Entering Unmasked Estep 
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Iteration 71Q: 19 clusters Score -4.219789e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2379 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 61758 members 
Mstep: Class 6 contains 6512 members 
Mstep: Class 8 contains 77179 members 
Mstep: Class 9 contains 6073 members 
Mstep: Class 11 contains 9219 members 
Mstep: Class 12 contains 4613 members 
Mstep: Class 13 contains 440446 members 
Mstep: Class 14 contains 2726 members 
Mstep: Class 15 contains 12026 members 
Mstep: Class 16 contains 9438 members 
Mstep: Class 17 contains 5436 members 
Mstep: Class 19 contains 7272 members 
Mstep: Class 22 contains 12617 members 
Mstep: Class 23 contains 12303 members 
Mstep: Class 24 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197880.000000 Penalty: 39283.816406
Iteration 72Q: 19 clusters Score -4.219788e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 6696 members 
Mstep: Class 4 contains 61353 members 
Mstep: Class 6 contains 6514 members 
Mstep: Class 8 contains 77172 members 
Mstep: Class 9 contains 5990 members 
Mstep: Class 11 contains 9213 members 
Mstep: Class 12 contains 4622 members 
Mstep: Class 13 contains 441074 members 
Mstep: Class 14 contains 2727 members 
Mstep: Class 15 contains 12001 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 5434 members 
Mstep: Class 19 contains 7271 members 
Mstep: Class 22 contains 12515 members 
Mstep: Class 23 contains 12318 members 
Mstep: Class 24 contains 1684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197900.000000 Penalty: 39283.816406
Iteration 73Q: 19 clusters Score -4.21979e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2411 members 
Mstep: Class 3 contains 6653 members 
Mstep: Class 4 contains 60963 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 8 contains 77167 members 
Mstep: Class 9 contains 5907 members 
Mstep: Class 11 contains 9195 members 
Mstep: Class 12 contains 4630 members 
Mstep: Class 13 contains 441681 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11972 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 5424 members 
Mstep: Class 19 contains 7278 members 
Mstep: Class 22 contains 12434 members 
Mstep: Class 23 contains 12334 members 
Mstep: Class 24 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197872.000000 Penalty: 39283.816406
Iteration 74Q: 19 clusters Score -4.219787e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2437 members 
Mstep: Class 3 contains 6602 members 
Mstep: Class 4 contains 60580 members 
Mstep: Class 6 contains 6524 members 
Mstep: Class 8 contains 77168 members 
Mstep: Class 9 contains 5829 members 
Mstep: Class 11 contains 9171 members 
Mstep: Class 12 contains 4633 members 
Mstep: Class 13 contains 442287 members 
Mstep: Class 14 contains 2726 members 
Mstep: Class 15 contains 11937 members 
Mstep: Class 16 contains 9449 members 
Mstep: Class 17 contains 5410 members 
Mstep: Class 19 contains 7280 members 
Mstep: Class 22 contains 12357 members 
Mstep: Class 23 contains 12344 members 
Mstep: Class 24 contains 1684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197812.000000 Penalty: 39283.816406
Iteration 75Q: 19 clusters Score -4.219781e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2463 members 
Mstep: Class 3 contains 6557 members 
Mstep: Class 4 contains 60218 members 
Mstep: Class 6 contains 6527 members 
Mstep: Class 8 contains 77165 members 
Mstep: Class 9 contains 5740 members 
Mstep: Class 11 contains 9155 members 
Mstep: Class 12 contains 4639 members 
Mstep: Class 13 contains 442875 members 
Mstep: Class 14 contains 2726 members 
Mstep: Class 15 contains 11902 members 
Mstep: Class 16 contains 9454 members 
Mstep: Class 17 contains 5399 members 
Mstep: Class 19 contains 7278 members 
Mstep: Class 22 contains 12284 members 
Mstep: Class 23 contains 12348 members 
Mstep: Class 24 contains 1682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197896.000000 Penalty: 39283.816406
Iteration 76Q: 19 clusters Score -4.21979e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2490 members 
Mstep: Class 3 contains 6495 members 
Mstep: Class 4 contains 59852 members 
Mstep: Class 6 contains 6524 members 
Mstep: Class 8 contains 77158 members 
Mstep: Class 9 contains 5658 members 
Mstep: Class 11 contains 9152 members 
Mstep: Class 12 contains 4647 members 
Mstep: Class 13 contains 443445 members 
Mstep: Class 14 contains 2720 members 
Mstep: Class 15 contains 11882 members 
Mstep: Class 16 contains 9455 members 
Mstep: Class 17 contains 5392 members 
Mstep: Class 19 contains 7280 members 
Mstep: Class 22 contains 12211 members 
Mstep: Class 23 contains 12366 members 
Mstep: Class 24 contains 1683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197920.000000 Penalty: 39283.816406
Iteration 77Q: 19 clusters Score -4.219792e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 6455 members 
Mstep: Class 4 contains 59487 members 
Mstep: Class 6 contains 6523 members 
Mstep: Class 8 contains 77152 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 11 contains 9146 members 
Mstep: Class 12 contains 4654 members 
Mstep: Class 13 contains 443996 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 11854 members 
Mstep: Class 16 contains 9458 members 
Mstep: Class 17 contains 5385 members 
Mstep: Class 19 contains 7285 members 
Mstep: Class 22 contains 12130 members 
Mstep: Class 23 contains 12377 members 
Mstep: Class 24 contains 1683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197964.000000 Penalty: 39283.816406
Iteration 78Q: 19 clusters Score -4.219796e+07 nChanged 742
Entering ConstructFrom: 
Score: -42197964.000000 Penalty: 39283.816406
Entering ConstructFrom: 
Trying to split cluster 1 (1944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Entering Unmasked Estep 
Score: -120935.906250 Penalty: 1230.531738
	Iteration 0F: 2 clusters Score -120935.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -118867.921875 Penalty: 2461.063477
	Iteration 0F: 3 clusters Score -118867.9 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -119320.351562 Penalty: 2461.063477
	Iteration 1F: 3 clusters Score -119320.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -119432.593750 Penalty: 2461.063477
	Iteration 2F: 3 clusters Score -119432.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -119485.898438 Penalty: 2461.063477
	Iteration 3Q: 3 clusters Score -119485.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -119533.125000 Penalty: 2461.063477
	Iteration 4Q: 3 clusters Score -119533.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -119572.015625 Penalty: 2461.063477
	Iteration 5Q: 3 clusters Score -119572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -119593.617188 Penalty: 2461.063477
	Iteration 6Q: 3 clusters Score -119593.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -119614.539062 Penalty: 2461.063477
	Iteration 7Q: 3 clusters Score -119614.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -119636.664062 Penalty: 2461.063477
	Iteration 8Q: 3 clusters Score -119636.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -119654.851562 Penalty: 2461.063477
	Iteration 9Q: 3 clusters Score -119654.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -119670.757812 Penalty: 2461.063477
	Iteration 10Q: 3 clusters Score -119670.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -119684.578125 Penalty: 2461.063477
	Iteration 11Q: 3 clusters Score -119684.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -119697.976562 Penalty: 2461.063477
	Iteration 12Q: 3 clusters Score -119698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -119716.593750 Penalty: 2461.063477
	Iteration 13Q: 3 clusters Score -119716.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -119731.703125 Penalty: 2461.063477
	Iteration 14Q: 3 clusters Score -119731.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -119749.796875 Penalty: 2461.063477
	Iteration 15Q: 3 clusters Score -119749.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -119763.484375 Penalty: 2461.063477
	Iteration 16Q: 3 clusters Score -119763.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -119770.976562 Penalty: 2461.063477
	Iteration 17Q: 3 clusters Score -119771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -119777.789062 Penalty: 2461.063477
	Iteration 18Q: 3 clusters Score -119777.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -119787.406250 Penalty: 2461.063477
	Iteration 19Q: 3 clusters Score -119787.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -119795.273438 Penalty: 2461.063477
	Iteration 20F: 3 clusters Score -119795.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -119802.460938 Penalty: 2461.063477
	Iteration 21Q: 3 clusters Score -119802.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -119806.367188 Penalty: 2461.063477
	Iteration 22Q: 3 clusters Score -119806.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -119809.070312 Penalty: 2461.063477
	Iteration 23Q: 3 clusters Score -119809.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -119810.914062 Penalty: 2461.063477
	Iteration 24Q: 3 clusters Score -119810.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -119812.453125 Penalty: 2461.063477
	Iteration 25Q: 3 clusters Score -119812.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -119812.453125 Penalty: 2461.063477
	Iteration 26F: 3 clusters Score -119812.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Entering Unmasked Estep 
Score: -162138.453125 Penalty: 1274.242676
	Iteration 0F: 2 clusters Score -162138.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -159700.312500 Penalty: 2548.485352
	Iteration 0F: 3 clusters Score -159700.3 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -160229.812500 Penalty: 2548.485352
	Iteration 1F: 3 clusters Score -160229.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -160347.687500 Penalty: 2548.485352
	Iteration 2F: 3 clusters Score -160347.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -160430.718750 Penalty: 2548.485352
	Iteration 3F: 3 clusters Score -160430.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -160479.000000 Penalty: 2548.485352
	Iteration 4Q: 3 clusters Score -160479 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -160511.140625 Penalty: 2548.485352
	Iteration 5Q: 3 clusters Score -160511.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -160542.171875 Penalty: 2548.485352
	Iteration 6Q: 3 clusters Score -160542.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -160568.281250 Penalty: 2548.485352
	Iteration 7Q: 3 clusters Score -160568.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -160597.343750 Penalty: 2548.485352
	Iteration 8Q: 3 clusters Score -160597.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -160624.796875 Penalty: 2548.485352
	Iteration 9Q: 3 clusters Score -160624.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -160646.031250 Penalty: 2548.485352
	Iteration 10Q: 3 clusters Score -160646 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -160668.546875 Penalty: 2548.485352
	Iteration 11Q: 3 clusters Score -160668.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -160688.578125 Penalty: 2548.485352
	Iteration 12Q: 3 clusters Score -160688.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -160707.843750 Penalty: 2548.485352
	Iteration 13Q: 3 clusters Score -160707.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -160729.718750 Penalty: 2548.485352
	Iteration 14Q: 3 clusters Score -160729.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -160751.453125 Penalty: 2548.485352
	Iteration 15Q: 3 clusters Score -160751.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -160779.156250 Penalty: 2548.485352
	Iteration 16Q: 3 clusters Score -160779.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -160808.671875 Penalty: 2548.485352
	Iteration 17Q: 3 clusters Score -160808.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -160844.515625 Penalty: 2548.485352
	Iteration 18Q: 3 clusters Score -160844.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -160874.968750 Penalty: 2548.485352
	Iteration 19Q: 3 clusters Score -160875 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -160901.484375 Penalty: 2548.485352
	Iteration 20F: 3 clusters Score -160901.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -160933.265625 Penalty: 2548.485352
	Iteration 21Q: 3 clusters Score -160933.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -160952.781250 Penalty: 2548.485352
	Iteration 22Q: 3 clusters Score -160952.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -160970.125000 Penalty: 2548.485352
	Iteration 23Q: 3 clusters Score -160970.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -160989.140625 Penalty: 2548.485352
	Iteration 24Q: 3 clusters Score -160989.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -161004.484375 Penalty: 2548.485352
	Iteration 25Q: 3 clusters Score -161004.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -161012.343750 Penalty: 2548.485352
	Iteration 26Q: 3 clusters Score -161012.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -161019.812500 Penalty: 2548.485352
	Iteration 27Q: 3 clusters Score -161019.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -161025.953125 Penalty: 2548.485352
	Iteration 28Q: 3 clusters Score -161026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -161028.625000 Penalty: 2548.485352
	Iteration 29Q: 3 clusters Score -161028.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -161031.140625 Penalty: 2548.485352
	Iteration 30Q: 3 clusters Score -161031.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -161032.781250 Penalty: 2548.485352
	Iteration 31Q: 3 clusters Score -161032.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -161034.671875 Penalty: 2548.485352
	Iteration 32Q: 3 clusters Score -161034.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -161036.421875 Penalty: 2548.485352
	Iteration 33Q: 3 clusters Score -161036.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -161038.375000 Penalty: 2548.485352
	Iteration 34Q: 3 clusters Score -161038.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -161039.953125 Penalty: 2548.485352
	Iteration 35Q: 3 clusters Score -161040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -161041.937500 Penalty: 2548.485352
	Iteration 36Q: 3 clusters Score -161041.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -161043.140625 Penalty: 2548.485352
	Iteration 37Q: 3 clusters Score -161043.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -161046.703125 Penalty: 2548.485352
	Iteration 38Q: 3 clusters Score -161046.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -161049.687500 Penalty: 2548.485352
	Iteration 39Q: 3 clusters Score -161049.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -161051.031250 Penalty: 2548.485352
	Iteration 40F: 3 clusters Score -161051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -161051.656250 Penalty: 2548.485352
	Iteration 41Q: 3 clusters Score -161051.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -161052.234375 Penalty: 2548.485352
	Iteration 42Q: 3 clusters Score -161052.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -161052.234375 Penalty: 2548.485352
	Iteration 43F: 3 clusters Score -161052.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Entering Unmasked Estep 
Score: -423143.812500 Penalty: 1424.539185
	Iteration 0F: 2 clusters Score -423143.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -418268.062500 Penalty: 2849.078369
	Iteration 0F: 3 clusters Score -418268.1 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -419673.312500 Penalty: 2849.078369
	Iteration 1F: 3 clusters Score -419673.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -419839.437500 Penalty: 2849.078369
	Iteration 2F: 3 clusters Score -419839.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -419976.875000 Penalty: 2849.078369
	Iteration 3Q: 3 clusters Score -419976.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -420095.781250 Penalty: 2849.078369
	Iteration 4Q: 3 clusters Score -420095.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -420195.000000 Penalty: 2849.078369
	Iteration 5Q: 3 clusters Score -420195 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -420279.750000 Penalty: 2849.078369
	Iteration 6Q: 3 clusters Score -420279.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -420363.656250 Penalty: 2849.078369
	Iteration 7Q: 3 clusters Score -420363.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -420445.468750 Penalty: 2849.078369
	Iteration 8Q: 3 clusters Score -420445.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -420536.812500 Penalty: 2849.078369
	Iteration 9Q: 3 clusters Score -420536.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -420648.781250 Penalty: 2849.078369
	Iteration 10Q: 3 clusters Score -420648.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -420754.156250 Penalty: 2849.078369
	Iteration 11Q: 3 clusters Score -420754.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -420885.843750 Penalty: 2849.078369
	Iteration 12Q: 3 clusters Score -420885.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -421065.593750 Penalty: 2849.078369
	Iteration 13Q: 3 clusters Score -421065.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -421269.468750 Penalty: 2849.078369
	Iteration 14Q: 3 clusters Score -421269.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -421456.593750 Penalty: 2849.078369
	Iteration 15Q: 3 clusters Score -421456.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -421587.875000 Penalty: 2849.078369
	Iteration 16Q: 3 clusters Score -421587.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -421662.000000 Penalty: 2849.078369
	Iteration 17Q: 3 clusters Score -421662 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -421717.406250 Penalty: 2849.078369
	Iteration 18Q: 3 clusters Score -421717.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -421754.875000 Penalty: 2849.078369
	Iteration 19Q: 3 clusters Score -421754.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -421787.000000 Penalty: 2849.078369
	Iteration 20F: 3 clusters Score -421787 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -421808.312500 Penalty: 2849.078369
	Iteration 21Q: 3 clusters Score -421808.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -421829.781250 Penalty: 2849.078369
	Iteration 22Q: 3 clusters Score -421829.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -421847.062500 Penalty: 2849.078369
	Iteration 23Q: 3 clusters Score -421847.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -421861.687500 Penalty: 2849.078369
	Iteration 24Q: 3 clusters Score -421861.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -421874.875000 Penalty: 2849.078369
	Iteration 25Q: 3 clusters Score -421874.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -421883.281250 Penalty: 2849.078369
	Iteration 26Q: 3 clusters Score -421883.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -421888.062500 Penalty: 2849.078369
	Iteration 27Q: 3 clusters Score -421888.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -421893.406250 Penalty: 2849.078369
	Iteration 28Q: 3 clusters Score -421893.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -421897.468750 Penalty: 2849.078369
	Iteration 29Q: 3 clusters Score -421897.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -421900.375000 Penalty: 2849.078369
	Iteration 30Q: 3 clusters Score -421900.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -421902.812500 Penalty: 2849.078369
	Iteration 31Q: 3 clusters Score -421902.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -421906.218750 Penalty: 2849.078369
	Iteration 32Q: 3 clusters Score -421906.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -421907.437500 Penalty: 2849.078369
	Iteration 33Q: 3 clusters Score -421907.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -421908.375000 Penalty: 2849.078369
	Iteration 34Q: 3 clusters Score -421908.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -421910.406250 Penalty: 2849.078369
	Iteration 35Q: 3 clusters Score -421910.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -421913.562500 Penalty: 2849.078369
	Iteration 36Q: 3 clusters Score -421913.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -421918.125000 Penalty: 2849.078369
	Iteration 37Q: 3 clusters Score -421918.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -421923.250000 Penalty: 2849.078369
	Iteration 38Q: 3 clusters Score -421923.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -421926.218750 Penalty: 2849.078369
	Iteration 39Q: 3 clusters Score -421926.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -421929.125000 Penalty: 2849.078369
	Iteration 40F: 3 clusters Score -421929.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -421931.250000 Penalty: 2849.078369
	Iteration 41Q: 3 clusters Score -421931.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -421932.593750 Penalty: 2849.078369
	Iteration 42Q: 3 clusters Score -421932.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -421932.906250 Penalty: 2849.078369
	Iteration 43Q: 3 clusters Score -421932.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -421933.625000 Penalty: 2849.078369
	Iteration 44Q: 3 clusters Score -421933.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -421935.125000 Penalty: 2849.078369
	Iteration 45Q: 3 clusters Score -421935.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -421935.781250 Penalty: 2849.078369
	Iteration 46Q: 3 clusters Score -421935.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -421935.343750 Penalty: 2849.078369
	Iteration 47Q: 3 clusters Score -421935.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -421937.156250 Penalty: 2849.078369
	Iteration 48Q: 3 clusters Score -421937.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -421938.000000 Penalty: 2849.078369
	Iteration 49Q: 3 clusters Score -421938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -421938.281250 Penalty: 2849.078369
	Iteration 50Q: 3 clusters Score -421938.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -421938.218750 Penalty: 2849.078369
	Iteration 51Q: 3 clusters Score -421938.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -421938.218750 Penalty: 2849.078369
	Iteration 52F: 3 clusters Score -421938.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (59171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59171 members 
Entering Unmasked Estep 
Score: -3812469.500000 Penalty: 1785.580322
	Iteration 0F: 2 clusters Score -3812470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -3772838.500000 Penalty: 3571.160645
	Iteration 0F: 3 clusters Score -3772838 nChanged 28046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -3788858.000000 Penalty: 3571.160645
	Iteration 1F: 3 clusters Score -3788858 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -3789625.500000 Penalty: 3571.160645
	Iteration 2Q: 3 clusters Score -3789626 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -3790759.500000 Penalty: 3571.160645
	Iteration 3Q: 3 clusters Score -3790760 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -3792678.250000 Penalty: 3571.160645
	Iteration 4F: 3 clusters Score -3792678 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -3795857.750000 Penalty: 3571.160645
	Iteration 5F: 3 clusters Score -3795858 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 47742 members 
Entering Unmasked Estep 
Score: -3800337.000000 Penalty: 3571.160645
	Iteration 6F: 3 clusters Score -3800337 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 52211 members 
Entering Unmasked Estep 
Score: -3804779.750000 Penalty: 3571.160645
	Iteration 7F: 3 clusters Score -3804780 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 55386 members 
Entering Unmasked Estep 
Score: -3807885.500000 Penalty: 3571.160645
	Iteration 8F: 3 clusters Score -3807886 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 57192 members 
Entering Unmasked Estep 
Score: -3809591.000000 Penalty: 3571.160645
	Iteration 9Q: 3 clusters Score -3809591 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 58049 members 
Entering Unmasked Estep 
Score: -3810360.250000 Penalty: 3571.160645
	Iteration 10Q: 3 clusters Score -3810360 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 58427 members 
Entering Unmasked Estep 
Score: -3810673.000000 Penalty: 3571.160645
	Iteration 11Q: 3 clusters Score -3810673 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 58605 members 
Entering Unmasked Estep 
Score: -3810822.750000 Penalty: 3571.160645
	Iteration 12Q: 3 clusters Score -3810823 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 58703 members 
Entering Unmasked Estep 
Score: -3810908.000000 Penalty: 3571.160645
	Iteration 13Q: 3 clusters Score -3810908 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 58755 members 
Entering Unmasked Estep 
Score: -3810954.000000 Penalty: 3571.160645
	Iteration 14Q: 3 clusters Score -3810954 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 58789 members 
Entering Unmasked Estep 
Score: -3810974.250000 Penalty: 3571.160645
	Iteration 15Q: 3 clusters Score -3810974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 58811 members 
Entering Unmasked Estep 
Score: -3810988.750000 Penalty: 3571.160645
	Iteration 16Q: 3 clusters Score -3810989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 58822 members 
Entering Unmasked Estep 
Score: -3810996.250000 Penalty: 3571.160645
	Iteration 17Q: 3 clusters Score -3810996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 58829 members 
Entering Unmasked Estep 
Score: -3811005.250000 Penalty: 3571.160645
	Iteration 18Q: 3 clusters Score -3811005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 58839 members 
Entering Unmasked Estep 
Score: -3811012.250000 Penalty: 3571.160645
	Iteration 19Q: 3 clusters Score -3811012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 58843 members 
Entering Unmasked Estep 
Score: -3811016.750000 Penalty: 3571.160645
	Iteration 20F: 3 clusters Score -3811017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 58846 members 
Entering Unmasked Estep 
Score: -3811019.000000 Penalty: 3571.160645
	Iteration 21Q: 3 clusters Score -3811019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 58854 members 
Entering Unmasked Estep 
Score: -3811027.500000 Penalty: 3571.160645
	Iteration 22Q: 3 clusters Score -3811028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 58856 members 
Entering Unmasked Estep 
Score: -3811026.750000 Penalty: 3571.160645
	Iteration 23Q: 3 clusters Score -3811027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 58862 members 
Entering Unmasked Estep 
Score: -3811032.000000 Penalty: 3571.160645
	Iteration 24Q: 3 clusters Score -3811032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 58865 members 
Entering Unmasked Estep 
Score: -3811034.000000 Penalty: 3571.160645
	Iteration 25Q: 3 clusters Score -3811034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 58867 members 
Entering Unmasked Estep 
Score: -3811035.750000 Penalty: 3571.160645
	Iteration 26Q: 3 clusters Score -3811036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 58869 members 
Entering Unmasked Estep 
Score: -3811037.250000 Penalty: 3571.160645
	Iteration 27Q: 3 clusters Score -3811037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 58872 members 
Entering Unmasked Estep 
Score: -3811042.000000 Penalty: 3571.160645
	Iteration 28Q: 3 clusters Score -3811042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 58874 members 
Entering Unmasked Estep 
Score: -3811041.000000 Penalty: 3571.160645
	Iteration 29Q: 3 clusters Score -3811041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 58878 members 
Entering Unmasked Estep 
Score: -3811048.250000 Penalty: 3571.160645
	Iteration 30Q: 3 clusters Score -3811048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 58877 members 
Entering Unmasked Estep 
Score: -3811047.000000 Penalty: 3571.160645
	Iteration 31Q: 3 clusters Score -3811047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 58877 members 
Entering Unmasked Estep 
Score: -3811047.000000 Penalty: 3571.160645
	Iteration 32F: 3 clusters Score -3811047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Entering Unmasked Estep 
Score: -356941.812500 Penalty: 1427.177368
	Iteration 0F: 2 clusters Score -356941.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -351989.000000 Penalty: 2854.354736
	Iteration 0F: 3 clusters Score -351989 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -353538.062500 Penalty: 2854.354736
	Iteration 1F: 3 clusters Score -353538.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -353824.093750 Penalty: 2854.354736
	Iteration 2F: 3 clusters Score -353824.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -354078.750000 Penalty: 2854.354736
	Iteration 3F: 3 clusters Score -354078.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -354297.812500 Penalty: 2854.354736
	Iteration 4F: 3 clusters Score -354297.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -354501.250000 Penalty: 2854.354736
	Iteration 5Q: 3 clusters Score -354501.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -354727.500000 Penalty: 2854.354736
	Iteration 6Q: 3 clusters Score -354727.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -354927.656250 Penalty: 2854.354736
	Iteration 7Q: 3 clusters Score -354927.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -355073.156250 Penalty: 2854.354736
	Iteration 8Q: 3 clusters Score -355073.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -355198.718750 Penalty: 2854.354736
	Iteration 9Q: 3 clusters Score -355198.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -355301.906250 Penalty: 2854.354736
	Iteration 10Q: 3 clusters Score -355301.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -355396.687500 Penalty: 2854.354736
	Iteration 11Q: 3 clusters Score -355396.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -355479.531250 Penalty: 2854.354736
	Iteration 12Q: 3 clusters Score -355479.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -355551.031250 Penalty: 2854.354736
	Iteration 13Q: 3 clusters Score -355551 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -355617.750000 Penalty: 2854.354736
	Iteration 14Q: 3 clusters Score -355617.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -355667.468750 Penalty: 2854.354736
	Iteration 15Q: 3 clusters Score -355667.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -355716.812500 Penalty: 2854.354736
	Iteration 16Q: 3 clusters Score -355716.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -355770.906250 Penalty: 2854.354736
	Iteration 17Q: 3 clusters Score -355770.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -355813.187500 Penalty: 2854.354736
	Iteration 18Q: 3 clusters Score -355813.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -355845.812500 Penalty: 2854.354736
	Iteration 19Q: 3 clusters Score -355845.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -355874.218750 Penalty: 2854.354736
	Iteration 20F: 3 clusters Score -355874.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -355890.750000 Penalty: 2854.354736
	Iteration 21Q: 3 clusters Score -355890.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -355905.093750 Penalty: 2854.354736
	Iteration 22Q: 3 clusters Score -355905.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -355922.593750 Penalty: 2854.354736
	Iteration 23Q: 3 clusters Score -355922.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -355933.406250 Penalty: 2854.354736
	Iteration 24Q: 3 clusters Score -355933.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -355938.937500 Penalty: 2854.354736
	Iteration 25Q: 3 clusters Score -355938.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -355948.437500 Penalty: 2854.354736
	Iteration 26Q: 3 clusters Score -355948.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -355958.125000 Penalty: 2854.354736
	Iteration 27Q: 3 clusters Score -355958.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -355967.531250 Penalty: 2854.354736
	Iteration 28Q: 3 clusters Score -355967.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -355978.500000 Penalty: 2854.354736
	Iteration 29Q: 3 clusters Score -355978.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -355985.562500 Penalty: 2854.354736
	Iteration 30Q: 3 clusters Score -355985.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -355990.281250 Penalty: 2854.354736
	Iteration 31Q: 3 clusters Score -355990.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -355991.375000 Penalty: 2854.354736
	Iteration 32Q: 3 clusters Score -355991.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -355993.312500 Penalty: 2854.354736
	Iteration 33Q: 3 clusters Score -355993.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -355994.000000 Penalty: 2854.354736
	Iteration 34Q: 3 clusters Score -355994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -355994.000000 Penalty: 2854.354736
	Iteration 35F: 3 clusters Score -355994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (77143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77143 members 
Entering Unmasked Estep 
Score: -4844289.500000 Penalty: 1828.680054
	Iteration 0F: 2 clusters Score -4844290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -4792493.500000 Penalty: 3657.360107
	Iteration 0F: 3 clusters Score -4792494 nChanged 36815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -4813681.500000 Penalty: 3657.360107
	Iteration 1F: 3 clusters Score -4813682 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -4814156.500000 Penalty: 3657.360107
	Iteration 2Q: 3 clusters Score -4814156 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -4814682.500000 Penalty: 3657.360107
	Iteration 3Q: 3 clusters Score -4814682 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -4815253.000000 Penalty: 3657.360107
	Iteration 4Q: 3 clusters Score -4815253 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -4815968.500000 Penalty: 3657.360107
	Iteration 5Q: 3 clusters Score -4815968 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42793 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -4817011.000000 Penalty: 3657.360107
	Iteration 6Q: 3 clusters Score -4817011 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -4818585.000000 Penalty: 3657.360107
	Iteration 7Q: 3 clusters Score -4818585 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48331 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -4820787.500000 Penalty: 3657.360107
	Iteration 8F: 3 clusters Score -4820788 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52330 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -4823621.500000 Penalty: 3657.360107
	Iteration 9F: 3 clusters Score -4823622 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56799 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -4826966.500000 Penalty: 3657.360107
	Iteration 10F: 3 clusters Score -4826966 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61392 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -4830495.000000 Penalty: 3657.360107
	Iteration 11F: 3 clusters Score -4830495 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65641 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -4833806.000000 Penalty: 3657.360107
	Iteration 12F: 3 clusters Score -4833806 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69311 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -4836798.000000 Penalty: 3657.360107
	Iteration 13Q: 3 clusters Score -4836798 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72110 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -4839063.000000 Penalty: 3657.360107
	Iteration 14Q: 3 clusters Score -4839063 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73986 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -4840627.500000 Penalty: 3657.360107
	Iteration 15Q: 3 clusters Score -4840628 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75120 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -4841489.000000 Penalty: 3657.360107
	Iteration 16Q: 3 clusters Score -4841489 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75769 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4842003.000000 Penalty: 3657.360107
	Iteration 17Q: 3 clusters Score -4842003 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76149 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4842321.500000 Penalty: 3657.360107
	Iteration 18Q: 3 clusters Score -4842322 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76366 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4842503.000000 Penalty: 3657.360107
	Iteration 19Q: 3 clusters Score -4842503 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76474 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4842611.500000 Penalty: 3657.360107
	Iteration 20F: 3 clusters Score -4842612 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76530 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4842699.500000 Penalty: 3657.360107
	Iteration 21Q: 3 clusters Score -4842700 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76565 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4842738.000000 Penalty: 3657.360107
	Iteration 22Q: 3 clusters Score -4842738 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76588 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4842757.000000 Penalty: 3657.360107
	Iteration 23Q: 3 clusters Score -4842757 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76603 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4842770.000000 Penalty: 3657.360107
	Iteration 24Q: 3 clusters Score -4842770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76615 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4842788.500000 Penalty: 3657.360107
	Iteration 25Q: 3 clusters Score -4842788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76621 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4842789.000000 Penalty: 3657.360107
	Iteration 26Q: 3 clusters Score -4842789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76628 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4842794.000000 Penalty: 3657.360107
	Iteration 27Q: 3 clusters Score -4842794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76634 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4842795.000000 Penalty: 3657.360107
	Iteration 28Q: 3 clusters Score -4842795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76639 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4842801.000000 Penalty: 3657.360107
	Iteration 29Q: 3 clusters Score -4842801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76643 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4842803.500000 Penalty: 3657.360107
	Iteration 30Q: 3 clusters Score -4842804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76647 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4842806.500000 Penalty: 3657.360107
	Iteration 31Q: 3 clusters Score -4842806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76650 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4842812.500000 Penalty: 3657.360107
	Iteration 32Q: 3 clusters Score -4842812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76654 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4842814.000000 Penalty: 3657.360107
	Iteration 33Q: 3 clusters Score -4842814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76656 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4842815.500000 Penalty: 3657.360107
	Iteration 34Q: 3 clusters Score -4842816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76662 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4842818.000000 Penalty: 3657.360107
	Iteration 35Q: 3 clusters Score -4842818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76672 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4842824.500000 Penalty: 3657.360107
	Iteration 36Q: 3 clusters Score -4842824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76680 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4842837.500000 Penalty: 3657.360107
	Iteration 37Q: 3 clusters Score -4842838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76687 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4842853.500000 Penalty: 3657.360107
	Iteration 38Q: 3 clusters Score -4842854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76694 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4842858.000000 Penalty: 3657.360107
	Iteration 39Q: 3 clusters Score -4842858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76698 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4842865.500000 Penalty: 3657.360107
	Iteration 40F: 3 clusters Score -4842866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76701 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4842866.500000 Penalty: 3657.360107
	Iteration 41Q: 3 clusters Score -4842866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76703 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4842867.500000 Penalty: 3657.360107
	Iteration 42Q: 3 clusters Score -4842868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76708 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4842865.000000 Penalty: 3657.360107
	Iteration 43Q: 3 clusters Score -4842865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76708 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4842865.000000 Penalty: 3657.360107
	Iteration 44F: 3 clusters Score -4842865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Entering Unmasked Estep 
Score: -369412.843750 Penalty: 1399.472656
	Iteration 0F: 2 clusters Score -369412.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -365111.500000 Penalty: 2798.945312
	Iteration 0F: 3 clusters Score -365111.5 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -366300.250000 Penalty: 2798.945312
	Iteration 1F: 3 clusters Score -366300.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -366439.937500 Penalty: 2798.945312
	Iteration 2F: 3 clusters Score -366439.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -366537.468750 Penalty: 2798.945312
	Iteration 3Q: 3 clusters Score -366537.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -366599.625000 Penalty: 2798.945312
	Iteration 4Q: 3 clusters Score -366599.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -366642.687500 Penalty: 2798.945312
	Iteration 5Q: 3 clusters Score -366642.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -366676.218750 Penalty: 2798.945312
	Iteration 6Q: 3 clusters Score -366676.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -366706.000000 Penalty: 2798.945312
	Iteration 7Q: 3 clusters Score -366706 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -366729.593750 Penalty: 2798.945312
	Iteration 8Q: 3 clusters Score -366729.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -366750.500000 Penalty: 2798.945312
	Iteration 9Q: 3 clusters Score -366750.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -366777.281250 Penalty: 2798.945312
	Iteration 10Q: 3 clusters Score -366777.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -366808.125000 Penalty: 2798.945312
	Iteration 11Q: 3 clusters Score -366808.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -366847.375000 Penalty: 2798.945312
	Iteration 12Q: 3 clusters Score -366847.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -366884.750000 Penalty: 2798.945312
	Iteration 13Q: 3 clusters Score -366884.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -366914.937500 Penalty: 2798.945312
	Iteration 14Q: 3 clusters Score -366914.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -366953.968750 Penalty: 2798.945312
	Iteration 15Q: 3 clusters Score -366954 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -367010.250000 Penalty: 2798.945312
	Iteration 16Q: 3 clusters Score -367010.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -367089.906250 Penalty: 2798.945312
	Iteration 17Q: 3 clusters Score -367089.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -367197.343750 Penalty: 2798.945312
	Iteration 18Q: 3 clusters Score -367197.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -367317.531250 Penalty: 2798.945312
	Iteration 19Q: 3 clusters Score -367317.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -367445.531250 Penalty: 2798.945312
	Iteration 20F: 3 clusters Score -367445.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -367568.000000 Penalty: 2798.945312
	Iteration 21Q: 3 clusters Score -367568 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -367715.656250 Penalty: 2798.945312
	Iteration 22Q: 3 clusters Score -367715.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -367831.718750 Penalty: 2798.945312
	Iteration 23Q: 3 clusters Score -367831.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -367922.781250 Penalty: 2798.945312
	Iteration 24Q: 3 clusters Score -367922.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -367997.062500 Penalty: 2798.945312
	Iteration 25Q: 3 clusters Score -367997.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -368042.531250 Penalty: 2798.945312
	Iteration 26Q: 3 clusters Score -368042.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -368076.625000 Penalty: 2798.945312
	Iteration 27Q: 3 clusters Score -368076.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -368102.093750 Penalty: 2798.945312
	Iteration 28Q: 3 clusters Score -368102.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -368118.968750 Penalty: 2798.945312
	Iteration 29Q: 3 clusters Score -368119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -368126.687500 Penalty: 2798.945312
	Iteration 30Q: 3 clusters Score -368126.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -368135.062500 Penalty: 2798.945312
	Iteration 31Q: 3 clusters Score -368135.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -368141.812500 Penalty: 2798.945312
	Iteration 32Q: 3 clusters Score -368141.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -368147.343750 Penalty: 2798.945312
	Iteration 33Q: 3 clusters Score -368147.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -368153.937500 Penalty: 2798.945312
	Iteration 34Q: 3 clusters Score -368153.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -368157.812500 Penalty: 2798.945312
	Iteration 35Q: 3 clusters Score -368157.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -368165.093750 Penalty: 2798.945312
	Iteration 36Q: 3 clusters Score -368165.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -368167.625000 Penalty: 2798.945312
	Iteration 37Q: 3 clusters Score -368167.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -368168.125000 Penalty: 2798.945312
	Iteration 38Q: 3 clusters Score -368168.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -368168.125000 Penalty: 2798.945312
	Iteration 39F: 3 clusters Score -368168.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Entering Unmasked Estep 
Score: -599368.062500 Penalty: 1482.085327
	Iteration 0F: 2 clusters Score -599368.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -592665.687500 Penalty: 2964.170654
	Iteration 0F: 3 clusters Score -592665.7 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -594788.875000 Penalty: 2964.170654
	Iteration 1F: 3 clusters Score -594788.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -595007.812500 Penalty: 2964.170654
	Iteration 2F: 3 clusters Score -595007.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -595174.000000 Penalty: 2964.170654
	Iteration 3Q: 3 clusters Score -595174 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -595304.062500 Penalty: 2964.170654
	Iteration 4Q: 3 clusters Score -595304.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -595460.687500 Penalty: 2964.170654
	Iteration 5Q: 3 clusters Score -595460.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -595632.500000 Penalty: 2964.170654
	Iteration 6Q: 3 clusters Score -595632.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -595812.687500 Penalty: 2964.170654
	Iteration 7Q: 3 clusters Score -595812.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -596007.437500 Penalty: 2964.170654
	Iteration 8Q: 3 clusters Score -596007.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -596240.062500 Penalty: 2964.170654
	Iteration 9Q: 3 clusters Score -596240.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -596493.437500 Penalty: 2964.170654
	Iteration 10Q: 3 clusters Score -596493.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -596733.875000 Penalty: 2964.170654
	Iteration 11Q: 3 clusters Score -596733.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -596927.625000 Penalty: 2964.170654
	Iteration 12Q: 3 clusters Score -596927.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -597085.875000 Penalty: 2964.170654
	Iteration 13Q: 3 clusters Score -597085.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -597210.000000 Penalty: 2964.170654
	Iteration 14Q: 3 clusters Score -597210 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -597289.375000 Penalty: 2964.170654
	Iteration 15Q: 3 clusters Score -597289.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -597351.375000 Penalty: 2964.170654
	Iteration 16Q: 3 clusters Score -597351.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -597408.687500 Penalty: 2964.170654
	Iteration 17Q: 3 clusters Score -597408.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -597458.250000 Penalty: 2964.170654
	Iteration 18Q: 3 clusters Score -597458.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -597502.062500 Penalty: 2964.170654
	Iteration 19Q: 3 clusters Score -597502.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -597549.562500 Penalty: 2964.170654
	Iteration 20F: 3 clusters Score -597549.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -597597.062500 Penalty: 2964.170654
	Iteration 21Q: 3 clusters Score -597597.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -597637.812500 Penalty: 2964.170654
	Iteration 22Q: 3 clusters Score -597637.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -597669.750000 Penalty: 2964.170654
	Iteration 23Q: 3 clusters Score -597669.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -597705.687500 Penalty: 2964.170654
	Iteration 24Q: 3 clusters Score -597705.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -597745.312500 Penalty: 2964.170654
	Iteration 25Q: 3 clusters Score -597745.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -597774.250000 Penalty: 2964.170654
	Iteration 26Q: 3 clusters Score -597774.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -597795.312500 Penalty: 2964.170654
	Iteration 27Q: 3 clusters Score -597795.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -597810.000000 Penalty: 2964.170654
	Iteration 28Q: 3 clusters Score -597810 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -597822.500000 Penalty: 2964.170654
	Iteration 29Q: 3 clusters Score -597822.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -597835.750000 Penalty: 2964.170654
	Iteration 30Q: 3 clusters Score -597835.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -597850.812500 Penalty: 2964.170654
	Iteration 31Q: 3 clusters Score -597850.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -597867.000000 Penalty: 2964.170654
	Iteration 32Q: 3 clusters Score -597867 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -597877.812500 Penalty: 2964.170654
	Iteration 33Q: 3 clusters Score -597877.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -597885.125000 Penalty: 2964.170654
	Iteration 34Q: 3 clusters Score -597885.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -597895.187500 Penalty: 2964.170654
	Iteration 35Q: 3 clusters Score -597895.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -597904.500000 Penalty: 2964.170654
	Iteration 36Q: 3 clusters Score -597904.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -597910.562500 Penalty: 2964.170654
	Iteration 37Q: 3 clusters Score -597910.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -597916.687500 Penalty: 2964.170654
	Iteration 38Q: 3 clusters Score -597916.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -597921.312500 Penalty: 2964.170654
	Iteration 39Q: 3 clusters Score -597921.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -597926.750000 Penalty: 2964.170654
	Iteration 40F: 3 clusters Score -597926.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -597934.187500 Penalty: 2964.170654
	Iteration 41Q: 3 clusters Score -597934.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -597940.062500 Penalty: 2964.170654
	Iteration 42Q: 3 clusters Score -597940.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -597945.937500 Penalty: 2964.170654
	Iteration 43Q: 3 clusters Score -597945.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -597951.750000 Penalty: 2964.170654
	Iteration 44Q: 3 clusters Score -597951.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -597958.000000 Penalty: 2964.170654
	Iteration 45Q: 3 clusters Score -597958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -597964.375000 Penalty: 2964.170654
	Iteration 46Q: 3 clusters Score -597964.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -597971.375000 Penalty: 2964.170654
	Iteration 47Q: 3 clusters Score -597971.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -597975.437500 Penalty: 2964.170654
	Iteration 48Q: 3 clusters Score -597975.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -597980.937500 Penalty: 2964.170654
	Iteration 49Q: 3 clusters Score -597980.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -597988.500000 Penalty: 2964.170654
	Iteration 50Q: 3 clusters Score -597988.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -597992.750000 Penalty: 2964.170654
	Iteration 51Q: 3 clusters Score -597992.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -597997.187500 Penalty: 2964.170654
	Iteration 52Q: 3 clusters Score -597997.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -598003.687500 Penalty: 2964.170654
	Iteration 53Q: 3 clusters Score -598003.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -598008.562500 Penalty: 2964.170654
	Iteration 54Q: 3 clusters Score -598008.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -598010.687500 Penalty: 2964.170654
	Iteration 55Q: 3 clusters Score -598010.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -598014.500000 Penalty: 2964.170654
	Iteration 56Q: 3 clusters Score -598014.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -598019.375000 Penalty: 2964.170654
	Iteration 57Q: 3 clusters Score -598019.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -598024.812500 Penalty: 2964.170654
	Iteration 58Q: 3 clusters Score -598024.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -598031.937500 Penalty: 2964.170654
	Iteration 59Q: 3 clusters Score -598031.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -598036.500000 Penalty: 2964.170654
	Iteration 60F: 3 clusters Score -598036.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -598038.750000 Penalty: 2964.170654
	Iteration 61Q: 3 clusters Score -598038.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -598038.750000 Penalty: 2964.170654
	Iteration 62F: 3 clusters Score -598038.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Entering Unmasked Estep 
Score: -295162.000000 Penalty: 1372.600220
	Iteration 0F: 2 clusters Score -295162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -291404.906250 Penalty: 2745.200439
	Iteration 0F: 3 clusters Score -291404.9 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -292401.593750 Penalty: 2745.200439
	Iteration 1F: 3 clusters Score -292401.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -292574.000000 Penalty: 2745.200439
	Iteration 2F: 3 clusters Score -292574 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -292669.562500 Penalty: 2745.200439
	Iteration 3Q: 3 clusters Score -292669.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -292736.406250 Penalty: 2745.200439
	Iteration 4Q: 3 clusters Score -292736.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -292804.343750 Penalty: 2745.200439
	Iteration 5Q: 3 clusters Score -292804.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -292860.812500 Penalty: 2745.200439
	Iteration 6Q: 3 clusters Score -292860.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -292902.468750 Penalty: 2745.200439
	Iteration 7Q: 3 clusters Score -292902.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -292942.468750 Penalty: 2745.200439
	Iteration 8Q: 3 clusters Score -292942.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -292981.468750 Penalty: 2745.200439
	Iteration 9Q: 3 clusters Score -292981.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -293021.375000 Penalty: 2745.200439
	Iteration 10Q: 3 clusters Score -293021.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -293067.406250 Penalty: 2745.200439
	Iteration 11Q: 3 clusters Score -293067.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -293113.843750 Penalty: 2745.200439
	Iteration 12Q: 3 clusters Score -293113.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -293159.875000 Penalty: 2745.200439
	Iteration 13Q: 3 clusters Score -293159.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -293199.250000 Penalty: 2745.200439
	Iteration 14Q: 3 clusters Score -293199.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -293256.156250 Penalty: 2745.200439
	Iteration 15Q: 3 clusters Score -293256.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -293322.593750 Penalty: 2745.200439
	Iteration 16Q: 3 clusters Score -293322.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -293383.531250 Penalty: 2745.200439
	Iteration 17Q: 3 clusters Score -293383.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -293441.343750 Penalty: 2745.200439
	Iteration 18Q: 3 clusters Score -293441.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -293489.593750 Penalty: 2745.200439
	Iteration 19Q: 3 clusters Score -293489.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -293547.937500 Penalty: 2745.200439
	Iteration 20F: 3 clusters Score -293547.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -293596.875000 Penalty: 2745.200439
	Iteration 21Q: 3 clusters Score -293596.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -293634.687500 Penalty: 2745.200439
	Iteration 22Q: 3 clusters Score -293634.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -293670.781250 Penalty: 2745.200439
	Iteration 23Q: 3 clusters Score -293670.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -293699.781250 Penalty: 2745.200439
	Iteration 24Q: 3 clusters Score -293699.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -293727.906250 Penalty: 2745.200439
	Iteration 25Q: 3 clusters Score -293727.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -293750.531250 Penalty: 2745.200439
	Iteration 26Q: 3 clusters Score -293750.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -293777.031250 Penalty: 2745.200439
	Iteration 27Q: 3 clusters Score -293777 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -293803.625000 Penalty: 2745.200439
	Iteration 28Q: 3 clusters Score -293803.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -293828.593750 Penalty: 2745.200439
	Iteration 29Q: 3 clusters Score -293828.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -293855.406250 Penalty: 2745.200439
	Iteration 30Q: 3 clusters Score -293855.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -293870.281250 Penalty: 2745.200439
	Iteration 31Q: 3 clusters Score -293870.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -293879.656250 Penalty: 2745.200439
	Iteration 32Q: 3 clusters Score -293879.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -293887.281250 Penalty: 2745.200439
	Iteration 33Q: 3 clusters Score -293887.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -293895.062500 Penalty: 2745.200439
	Iteration 34Q: 3 clusters Score -293895.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -293907.718750 Penalty: 2745.200439
	Iteration 35Q: 3 clusters Score -293907.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -293913.875000 Penalty: 2745.200439
	Iteration 36Q: 3 clusters Score -293913.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -293921.500000 Penalty: 2745.200439
	Iteration 37Q: 3 clusters Score -293921.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -293934.093750 Penalty: 2745.200439
	Iteration 38Q: 3 clusters Score -293934.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -293943.375000 Penalty: 2745.200439
	Iteration 39Q: 3 clusters Score -293943.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -293953.281250 Penalty: 2745.200439
	Iteration 40F: 3 clusters Score -293953.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -293959.187500 Penalty: 2745.200439
	Iteration 41Q: 3 clusters Score -293959.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -293967.125000 Penalty: 2745.200439
	Iteration 42Q: 3 clusters Score -293967.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -293975.375000 Penalty: 2745.200439
	Iteration 43Q: 3 clusters Score -293975.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -293978.656250 Penalty: 2745.200439
	Iteration 44Q: 3 clusters Score -293978.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -293982.437500 Penalty: 2745.200439
	Iteration 45Q: 3 clusters Score -293982.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -293985.593750 Penalty: 2745.200439
	Iteration 46Q: 3 clusters Score -293985.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -293989.906250 Penalty: 2745.200439
	Iteration 47Q: 3 clusters Score -293989.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -293990.781250 Penalty: 2745.200439
	Iteration 48Q: 3 clusters Score -293990.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -293992.437500 Penalty: 2745.200439
	Iteration 49Q: 3 clusters Score -293992.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -293993.375000 Penalty: 2745.200439
	Iteration 50Q: 3 clusters Score -293993.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -293993.375000 Penalty: 2745.200439
	Iteration 51F: 3 clusters Score -293993.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (444507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444507 members 
Entering Unmasked Estep 
Score: -28237970.000000 Penalty: 2113.267090
	Iteration 0F: 2 clusters Score -2.823797e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222195 members 
Mstep: Class 2 contains 222312 members 
Entering Unmasked Estep 
Score: -27937558.000000 Penalty: 4226.534180
	Iteration 0F: 3 clusters Score -2.793756e+07 nChanged 217937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219126 members 
Mstep: Class 2 contains 225381 members 
Entering Unmasked Estep 
Score: -28067772.000000 Penalty: 4226.534180
	Iteration 1F: 3 clusters Score -2.806777e+07 nChanged 9693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215527 members 
Mstep: Class 2 contains 228980 members 
Entering Unmasked Estep 
Score: -28069306.000000 Penalty: 4226.534180
	Iteration 2Q: 3 clusters Score -2.806931e+07 nChanged 11069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209714 members 
Mstep: Class 2 contains 234793 members 
Entering Unmasked Estep 
Score: -28071268.000000 Penalty: 4226.534180
	Iteration 3Q: 3 clusters Score -2.807127e+07 nChanged 13803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200491 members 
Mstep: Class 2 contains 244016 members 
Entering Unmasked Estep 
Score: -28074830.000000 Penalty: 4226.534180
	Iteration 4Q: 3 clusters Score -2.807483e+07 nChanged 17981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186298 members 
Mstep: Class 2 contains 258209 members 
Entering Unmasked Estep 
Score: -28080718.000000 Penalty: 4226.534180
	Iteration 5Q: 3 clusters Score -2.808072e+07 nChanged 23334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165718 members 
Mstep: Class 2 contains 278789 members 
Entering Unmasked Estep 
Score: -28091636.000000 Penalty: 4226.534180
	Iteration 6F: 3 clusters Score -2.809164e+07 nChanged 29918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137500 members 
Mstep: Class 2 contains 307007 members 
Entering Unmasked Estep 
Score: -28110172.000000 Penalty: 4226.534180
	Iteration 7F: 3 clusters Score -2.811017e+07 nChanged 36372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101938 members 
Mstep: Class 2 contains 342569 members 
Entering Unmasked Estep 
Score: -28138916.000000 Penalty: 4226.534180
	Iteration 8F: 3 clusters Score -2.813892e+07 nChanged 38289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63915 members 
Mstep: Class 2 contains 380592 members 
Entering Unmasked Estep 
Score: -28174504.000000 Penalty: 4226.534180
	Iteration 9F: 3 clusters Score -2.81745e+07 nChanged 32143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 412679 members 
Entering Unmasked Estep 
Score: -28206258.000000 Penalty: 4226.534180
	Iteration 10F: 3 clusters Score -2.820626e+07 nChanged 19264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 431935 members 
Entering Unmasked Estep 
Score: -28224684.000000 Penalty: 4226.534180
	Iteration 11Q: 3 clusters Score -2.822468e+07 nChanged 8407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 440342 members 
Entering Unmasked Estep 
Score: -28232380.000000 Penalty: 4226.534180
	Iteration 12Q: 3 clusters Score -2.823238e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 443185 members 
Entering Unmasked Estep 
Score: -28234894.000000 Penalty: 4226.534180
	Iteration 13Q: 3 clusters Score -2.823489e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 444027 members 
Entering Unmasked Estep 
Score: -28235668.000000 Penalty: 4226.534180
	Iteration 14Q: 3 clusters Score -2.823567e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 444244 members 
Entering Unmasked Estep 
Score: -28235888.000000 Penalty: 4226.534180
	Iteration 15Q: 3 clusters Score -2.823589e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 444305 members 
Entering Unmasked Estep 
Score: -28235986.000000 Penalty: 4226.534180
	Iteration 16Q: 3 clusters Score -2.823599e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 444331 members 
Entering Unmasked Estep 
Score: -28236038.000000 Penalty: 4226.534180
	Iteration 17Q: 3 clusters Score -2.823604e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 444337 members 
Entering Unmasked Estep 
Score: -28236054.000000 Penalty: 4226.534180
	Iteration 18Q: 3 clusters Score -2.823605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 444339 members 
Entering Unmasked Estep 
Score: -28236058.000000 Penalty: 4226.534180
	Iteration 19Q: 3 clusters Score -2.823606e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 444344 members 
Entering Unmasked Estep 
Score: -28236050.000000 Penalty: 4226.534180
	Iteration 20F: 3 clusters Score -2.823605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 444346 members 
Entering Unmasked Estep 
Score: -28236066.000000 Penalty: 4226.534180
	Iteration 21Q: 3 clusters Score -2.823607e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 444346 members 
Entering Unmasked Estep 
Score: -28236066.000000 Penalty: 4226.534180
	Iteration 22F: 3 clusters Score -2.823607e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Entering Unmasked Estep 
Score: -160682.750000 Penalty: 1284.993408
	Iteration 0F: 2 clusters Score -160682.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -158199.921875 Penalty: 2569.986816
	Iteration 0F: 3 clusters Score -158199.9 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -158746.937500 Penalty: 2569.986816
	Iteration 1F: 3 clusters Score -158746.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -158853.062500 Penalty: 2569.986816
	Iteration 2F: 3 clusters Score -158853.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -158924.390625 Penalty: 2569.986816
	Iteration 3Q: 3 clusters Score -158924.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -158980.640625 Penalty: 2569.986816
	Iteration 4Q: 3 clusters Score -158980.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -159028.250000 Penalty: 2569.986816
	Iteration 5Q: 3 clusters Score -159028.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -159064.718750 Penalty: 2569.986816
	Iteration 6Q: 3 clusters Score -159064.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -159098.843750 Penalty: 2569.986816
	Iteration 7Q: 3 clusters Score -159098.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -159132.046875 Penalty: 2569.986816
	Iteration 8Q: 3 clusters Score -159132 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -159158.750000 Penalty: 2569.986816
	Iteration 9Q: 3 clusters Score -159158.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -159186.484375 Penalty: 2569.986816
	Iteration 10Q: 3 clusters Score -159186.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -159212.468750 Penalty: 2569.986816
	Iteration 11Q: 3 clusters Score -159212.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -159242.125000 Penalty: 2569.986816
	Iteration 12Q: 3 clusters Score -159242.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -159268.140625 Penalty: 2569.986816
	Iteration 13Q: 3 clusters Score -159268.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -159288.187500 Penalty: 2569.986816
	Iteration 14Q: 3 clusters Score -159288.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -159301.890625 Penalty: 2569.986816
	Iteration 15Q: 3 clusters Score -159301.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -159314.750000 Penalty: 2569.986816
	Iteration 16Q: 3 clusters Score -159314.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -159324.093750 Penalty: 2569.986816
	Iteration 17Q: 3 clusters Score -159324.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -159331.515625 Penalty: 2569.986816
	Iteration 18Q: 3 clusters Score -159331.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -159340.296875 Penalty: 2569.986816
	Iteration 19Q: 3 clusters Score -159340.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -159354.062500 Penalty: 2569.986816
	Iteration 20F: 3 clusters Score -159354.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -159367.265625 Penalty: 2569.986816
	Iteration 21Q: 3 clusters Score -159367.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -159380.750000 Penalty: 2569.986816
	Iteration 22Q: 3 clusters Score -159380.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -159392.312500 Penalty: 2569.986816
	Iteration 23Q: 3 clusters Score -159392.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -159401.250000 Penalty: 2569.986816
	Iteration 24Q: 3 clusters Score -159401.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -159404.671875 Penalty: 2569.986816
	Iteration 25Q: 3 clusters Score -159404.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -159406.500000 Penalty: 2569.986816
	Iteration 26Q: 3 clusters Score -159406.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -159409.140625 Penalty: 2569.986816
	Iteration 27Q: 3 clusters Score -159409.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -159412.843750 Penalty: 2569.986816
	Iteration 28Q: 3 clusters Score -159412.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -159416.984375 Penalty: 2569.986816
	Iteration 29Q: 3 clusters Score -159417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -159422.921875 Penalty: 2569.986816
	Iteration 30Q: 3 clusters Score -159422.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -159429.187500 Penalty: 2569.986816
	Iteration 31Q: 3 clusters Score -159429.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -159432.125000 Penalty: 2569.986816
	Iteration 32Q: 3 clusters Score -159432.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -159437.203125 Penalty: 2569.986816
	Iteration 33Q: 3 clusters Score -159437.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -159444.515625 Penalty: 2569.986816
	Iteration 34Q: 3 clusters Score -159444.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -159453.078125 Penalty: 2569.986816
	Iteration 35Q: 3 clusters Score -159453.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -159458.984375 Penalty: 2569.986816
	Iteration 36Q: 3 clusters Score -159459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -159463.718750 Penalty: 2569.986816
	Iteration 37Q: 3 clusters Score -159463.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -159468.218750 Penalty: 2569.986816
	Iteration 38Q: 3 clusters Score -159468.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -159474.812500 Penalty: 2569.986816
	Iteration 39Q: 3 clusters Score -159474.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -159483.062500 Penalty: 2569.986816
	Iteration 40F: 3 clusters Score -159483.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -159491.500000 Penalty: 2569.986816
	Iteration 41Q: 3 clusters Score -159491.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -159496.453125 Penalty: 2569.986816
	Iteration 42Q: 3 clusters Score -159496.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -159500.906250 Penalty: 2569.986816
	Iteration 43Q: 3 clusters Score -159500.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -159506.578125 Penalty: 2569.986816
	Iteration 44Q: 3 clusters Score -159506.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -159514.234375 Penalty: 2569.986816
	Iteration 45Q: 3 clusters Score -159514.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -159520.859375 Penalty: 2569.986816
	Iteration 46Q: 3 clusters Score -159520.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -159527.968750 Penalty: 2569.986816
	Iteration 47Q: 3 clusters Score -159528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -159534.703125 Penalty: 2569.986816
	Iteration 48Q: 3 clusters Score -159534.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -159536.890625 Penalty: 2569.986816
	Iteration 49Q: 3 clusters Score -159536.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -159539.406250 Penalty: 2569.986816
	Iteration 50Q: 3 clusters Score -159539.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -159540.359375 Penalty: 2569.986816
	Iteration 51Q: 3 clusters Score -159540.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -159541.515625 Penalty: 2569.986816
	Iteration 52Q: 3 clusters Score -159541.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -159544.734375 Penalty: 2569.986816
	Iteration 53Q: 3 clusters Score -159544.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -159546.656250 Penalty: 2569.986816
	Iteration 54Q: 3 clusters Score -159546.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -159548.296875 Penalty: 2569.986816
	Iteration 55Q: 3 clusters Score -159548.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -159551.390625 Penalty: 2569.986816
	Iteration 56Q: 3 clusters Score -159551.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -159553.875000 Penalty: 2569.986816
	Iteration 57Q: 3 clusters Score -159553.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -159560.296875 Penalty: 2569.986816
	Iteration 58Q: 3 clusters Score -159560.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -159566.453125 Penalty: 2569.986816
	Iteration 59Q: 3 clusters Score -159566.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -159573.390625 Penalty: 2569.986816
	Iteration 60F: 3 clusters Score -159573.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -159580.703125 Penalty: 2569.986816
	Iteration 61Q: 3 clusters Score -159580.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -159585.296875 Penalty: 2569.986816
	Iteration 62Q: 3 clusters Score -159585.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -159592.703125 Penalty: 2569.986816
	Iteration 63Q: 3 clusters Score -159592.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -159599.953125 Penalty: 2569.986816
	Iteration 64Q: 3 clusters Score -159600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -159608.390625 Penalty: 2569.986816
	Iteration 65Q: 3 clusters Score -159608.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -159617.234375 Penalty: 2569.986816
	Iteration 66Q: 3 clusters Score -159617.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -159625.062500 Penalty: 2569.986816
	Iteration 67Q: 3 clusters Score -159625.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -159635.046875 Penalty: 2569.986816
	Iteration 68Q: 3 clusters Score -159635 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -159647.687500 Penalty: 2569.986816
	Iteration 69Q: 3 clusters Score -159647.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -159663.296875 Penalty: 2569.986816
	Iteration 70Q: 3 clusters Score -159663.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -159691.125000 Penalty: 2569.986816
	Iteration 71Q: 3 clusters Score -159691.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -159713.171875 Penalty: 2569.986816
	Iteration 72Q: 3 clusters Score -159713.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -159735.171875 Penalty: 2569.986816
	Iteration 73Q: 3 clusters Score -159735.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -159749.718750 Penalty: 2569.986816
	Iteration 74Q: 3 clusters Score -159749.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -159758.750000 Penalty: 2569.986816
	Iteration 75Q: 3 clusters Score -159758.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -159765.343750 Penalty: 2569.986816
	Iteration 76Q: 3 clusters Score -159765.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -159771.859375 Penalty: 2569.986816
	Iteration 77Q: 3 clusters Score -159771.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -159778.828125 Penalty: 2569.986816
	Iteration 78Q: 3 clusters Score -159778.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -159784.250000 Penalty: 2569.986816
	Iteration 79Q: 3 clusters Score -159784.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -159789.218750 Penalty: 2569.986816
	Iteration 80F: 3 clusters Score -159789.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -159791.671875 Penalty: 2569.986816
	Iteration 81Q: 3 clusters Score -159791.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -159794.406250 Penalty: 2569.986816
	Iteration 82Q: 3 clusters Score -159794.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -159797.781250 Penalty: 2569.986816
	Iteration 83Q: 3 clusters Score -159797.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -159803.093750 Penalty: 2569.986816
	Iteration 84Q: 3 clusters Score -159803.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -159808.875000 Penalty: 2569.986816
	Iteration 85Q: 3 clusters Score -159808.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -159814.000000 Penalty: 2569.986816
	Iteration 86Q: 3 clusters Score -159814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -159815.718750 Penalty: 2569.986816
	Iteration 87Q: 3 clusters Score -159815.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -159815.937500 Penalty: 2569.986816
	Iteration 88Q: 3 clusters Score -159815.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -159816.875000 Penalty: 2569.986816
	Iteration 89Q: 3 clusters Score -159816.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -159820.437500 Penalty: 2569.986816
	Iteration 90Q: 3 clusters Score -159820.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -159823.796875 Penalty: 2569.986816
	Iteration 91Q: 3 clusters Score -159823.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -159826.703125 Penalty: 2569.986816
	Iteration 92Q: 3 clusters Score -159826.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -159827.921875 Penalty: 2569.986816
	Iteration 93Q: 3 clusters Score -159827.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -159828.984375 Penalty: 2569.986816
	Iteration 94Q: 3 clusters Score -159829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -159829.781250 Penalty: 2569.986816
	Iteration 95Q: 3 clusters Score -159829.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -159831.125000 Penalty: 2569.986816
	Iteration 96Q: 3 clusters Score -159831.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -159831.593750 Penalty: 2569.986816
	Iteration 97Q: 3 clusters Score -159831.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -159833.796875 Penalty: 2569.986816
	Iteration 98Q: 3 clusters Score -159833.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -159836.703125 Penalty: 2569.986816
	Iteration 99Q: 3 clusters Score -159836.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -159839.500000 Penalty: 2569.986816
	Iteration 100F: 3 clusters Score -159839.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -159842.703125 Penalty: 2569.986816
	Iteration 101Q: 3 clusters Score -159842.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -159844.718750 Penalty: 2569.986816
	Iteration 102Q: 3 clusters Score -159844.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -159846.078125 Penalty: 2569.986816
	Iteration 103Q: 3 clusters Score -159846.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -159846.078125 Penalty: 2569.986816
	Iteration 104F: 3 clusters Score -159846.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Entering Unmasked Estep 
Score: -729908.437500 Penalty: 1523.865356
	Iteration 0F: 2 clusters Score -729908.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -721600.062500 Penalty: 3047.730713
	Iteration 0F: 3 clusters Score -721600.1 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -724495.812500 Penalty: 3047.730713
	Iteration 1F: 3 clusters Score -724495.8 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -724870.312500 Penalty: 3047.730713
	Iteration 2F: 3 clusters Score -724870.3 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -725203.000000 Penalty: 3047.730713
	Iteration 3F: 3 clusters Score -725203 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -725519.500000 Penalty: 3047.730713
	Iteration 4F: 3 clusters Score -725519.5 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -725872.500000 Penalty: 3047.730713
	Iteration 5F: 3 clusters Score -725872.5 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -726206.375000 Penalty: 3047.730713
	Iteration 6F: 3 clusters Score -726206.4 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -726539.500000 Penalty: 3047.730713
	Iteration 7Q: 3 clusters Score -726539.5 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -726863.250000 Penalty: 3047.730713
	Iteration 8Q: 3 clusters Score -726863.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -727146.375000 Penalty: 3047.730713
	Iteration 9Q: 3 clusters Score -727146.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -727404.875000 Penalty: 3047.730713
	Iteration 10Q: 3 clusters Score -727404.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -727646.937500 Penalty: 3047.730713
	Iteration 11Q: 3 clusters Score -727646.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -727848.187500 Penalty: 3047.730713
	Iteration 12Q: 3 clusters Score -727848.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -728032.125000 Penalty: 3047.730713
	Iteration 13Q: 3 clusters Score -728032.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -728155.812500 Penalty: 3047.730713
	Iteration 14Q: 3 clusters Score -728155.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -728237.750000 Penalty: 3047.730713
	Iteration 15Q: 3 clusters Score -728237.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -728316.312500 Penalty: 3047.730713
	Iteration 16Q: 3 clusters Score -728316.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -728371.437500 Penalty: 3047.730713
	Iteration 17Q: 3 clusters Score -728371.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -728413.125000 Penalty: 3047.730713
	Iteration 18Q: 3 clusters Score -728413.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -728450.375000 Penalty: 3047.730713
	Iteration 19Q: 3 clusters Score -728450.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -728480.000000 Penalty: 3047.730713
	Iteration 20F: 3 clusters Score -728480 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -728505.187500 Penalty: 3047.730713
	Iteration 21Q: 3 clusters Score -728505.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -728521.125000 Penalty: 3047.730713
	Iteration 22Q: 3 clusters Score -728521.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -728532.125000 Penalty: 3047.730713
	Iteration 23Q: 3 clusters Score -728532.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -728547.687500 Penalty: 3047.730713
	Iteration 24Q: 3 clusters Score -728547.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -728561.875000 Penalty: 3047.730713
	Iteration 25Q: 3 clusters Score -728561.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -728574.875000 Penalty: 3047.730713
	Iteration 26Q: 3 clusters Score -728574.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -728584.000000 Penalty: 3047.730713
	Iteration 27Q: 3 clusters Score -728584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -728591.375000 Penalty: 3047.730713
	Iteration 28Q: 3 clusters Score -728591.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -728598.812500 Penalty: 3047.730713
	Iteration 29Q: 3 clusters Score -728598.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -728605.687500 Penalty: 3047.730713
	Iteration 30Q: 3 clusters Score -728605.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -728614.000000 Penalty: 3047.730713
	Iteration 31Q: 3 clusters Score -728614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -728624.250000 Penalty: 3047.730713
	Iteration 32Q: 3 clusters Score -728624.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -728629.687500 Penalty: 3047.730713
	Iteration 33Q: 3 clusters Score -728629.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -728632.687500 Penalty: 3047.730713
	Iteration 34Q: 3 clusters Score -728632.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -728632.812500 Penalty: 3047.730713
	Iteration 35Q: 3 clusters Score -728632.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -728634.500000 Penalty: 3047.730713
	Iteration 36Q: 3 clusters Score -728634.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -728633.375000 Penalty: 3047.730713
	Iteration 37Q: 3 clusters Score -728633.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -728634.312500 Penalty: 3047.730713
	Iteration 38Q: 3 clusters Score -728634.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -728634.312500 Penalty: 3047.730713
	Iteration 39F: 3 clusters Score -728634.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Entering Unmasked Estep 
Score: -574477.625000 Penalty: 1487.693848
	Iteration 0F: 2 clusters Score -574477.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -567701.937500 Penalty: 2975.387695
	Iteration 0F: 3 clusters Score -567701.9 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -569849.187500 Penalty: 2975.387695
	Iteration 1F: 3 clusters Score -569849.2 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -570099.437500 Penalty: 2975.387695
	Iteration 2F: 3 clusters Score -570099.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -570277.375000 Penalty: 2975.387695
	Iteration 3Q: 3 clusters Score -570277.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -570433.062500 Penalty: 2975.387695
	Iteration 4Q: 3 clusters Score -570433.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -570569.562500 Penalty: 2975.387695
	Iteration 5Q: 3 clusters Score -570569.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -570710.375000 Penalty: 2975.387695
	Iteration 6Q: 3 clusters Score -570710.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -570875.625000 Penalty: 2975.387695
	Iteration 7Q: 3 clusters Score -570875.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -571099.187500 Penalty: 2975.387695
	Iteration 8Q: 3 clusters Score -571099.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -571364.437500 Penalty: 2975.387695
	Iteration 9Q: 3 clusters Score -571364.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -571655.875000 Penalty: 2975.387695
	Iteration 10Q: 3 clusters Score -571655.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -571924.812500 Penalty: 2975.387695
	Iteration 11Q: 3 clusters Score -571924.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -572143.500000 Penalty: 2975.387695
	Iteration 12Q: 3 clusters Score -572143.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -572321.937500 Penalty: 2975.387695
	Iteration 13Q: 3 clusters Score -572321.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -572457.250000 Penalty: 2975.387695
	Iteration 14Q: 3 clusters Score -572457.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -572573.812500 Penalty: 2975.387695
	Iteration 15Q: 3 clusters Score -572573.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -572647.437500 Penalty: 2975.387695
	Iteration 16Q: 3 clusters Score -572647.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -572699.750000 Penalty: 2975.387695
	Iteration 17Q: 3 clusters Score -572699.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -572746.937500 Penalty: 2975.387695
	Iteration 18Q: 3 clusters Score -572746.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -572789.937500 Penalty: 2975.387695
	Iteration 19Q: 3 clusters Score -572789.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -572831.312500 Penalty: 2975.387695
	Iteration 20F: 3 clusters Score -572831.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -572870.125000 Penalty: 2975.387695
	Iteration 21Q: 3 clusters Score -572870.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -572914.125000 Penalty: 2975.387695
	Iteration 22Q: 3 clusters Score -572914.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -572953.000000 Penalty: 2975.387695
	Iteration 23Q: 3 clusters Score -572953 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -572978.687500 Penalty: 2975.387695
	Iteration 24Q: 3 clusters Score -572978.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -573002.562500 Penalty: 2975.387695
	Iteration 25Q: 3 clusters Score -573002.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -573025.312500 Penalty: 2975.387695
	Iteration 26Q: 3 clusters Score -573025.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -573040.937500 Penalty: 2975.387695
	Iteration 27Q: 3 clusters Score -573040.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -573058.312500 Penalty: 2975.387695
	Iteration 28Q: 3 clusters Score -573058.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -573069.500000 Penalty: 2975.387695
	Iteration 29Q: 3 clusters Score -573069.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -573082.625000 Penalty: 2975.387695
	Iteration 30Q: 3 clusters Score -573082.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -573095.250000 Penalty: 2975.387695
	Iteration 31Q: 3 clusters Score -573095.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -573104.812500 Penalty: 2975.387695
	Iteration 32Q: 3 clusters Score -573104.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -573116.250000 Penalty: 2975.387695
	Iteration 33Q: 3 clusters Score -573116.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -573123.437500 Penalty: 2975.387695
	Iteration 34Q: 3 clusters Score -573123.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -573137.625000 Penalty: 2975.387695
	Iteration 35Q: 3 clusters Score -573137.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -573153.312500 Penalty: 2975.387695
	Iteration 36Q: 3 clusters Score -573153.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -573165.875000 Penalty: 2975.387695
	Iteration 37Q: 3 clusters Score -573165.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -573178.875000 Penalty: 2975.387695
	Iteration 38Q: 3 clusters Score -573178.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -573192.187500 Penalty: 2975.387695
	Iteration 39Q: 3 clusters Score -573192.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -573203.250000 Penalty: 2975.387695
	Iteration 40F: 3 clusters Score -573203.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -573213.937500 Penalty: 2975.387695
	Iteration 41Q: 3 clusters Score -573213.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -573227.375000 Penalty: 2975.387695
	Iteration 42Q: 3 clusters Score -573227.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -573241.187500 Penalty: 2975.387695
	Iteration 43Q: 3 clusters Score -573241.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -573254.625000 Penalty: 2975.387695
	Iteration 44Q: 3 clusters Score -573254.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -573272.875000 Penalty: 2975.387695
	Iteration 45Q: 3 clusters Score -573272.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -573294.062500 Penalty: 2975.387695
	Iteration 46Q: 3 clusters Score -573294.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -573312.562500 Penalty: 2975.387695
	Iteration 47Q: 3 clusters Score -573312.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -573333.500000 Penalty: 2975.387695
	Iteration 48Q: 3 clusters Score -573333.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -573355.562500 Penalty: 2975.387695
	Iteration 49Q: 3 clusters Score -573355.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -573390.250000 Penalty: 2975.387695
	Iteration 50Q: 3 clusters Score -573390.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -573442.000000 Penalty: 2975.387695
	Iteration 51Q: 3 clusters Score -573442 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -573514.500000 Penalty: 2975.387695
	Iteration 52Q: 3 clusters Score -573514.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -573604.437500 Penalty: 2975.387695
	Iteration 53Q: 3 clusters Score -573604.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -573683.062500 Penalty: 2975.387695
	Iteration 54Q: 3 clusters Score -573683.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -573763.437500 Penalty: 2975.387695
	Iteration 55Q: 3 clusters Score -573763.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -573824.812500 Penalty: 2975.387695
	Iteration 56Q: 3 clusters Score -573824.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -573860.062500 Penalty: 2975.387695
	Iteration 57Q: 3 clusters Score -573860.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -573892.187500 Penalty: 2975.387695
	Iteration 58Q: 3 clusters Score -573892.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -573914.062500 Penalty: 2975.387695
	Iteration 59Q: 3 clusters Score -573914.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -573931.687500 Penalty: 2975.387695
	Iteration 60F: 3 clusters Score -573931.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -573943.437500 Penalty: 2975.387695
	Iteration 61Q: 3 clusters Score -573943.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -573949.687500 Penalty: 2975.387695
	Iteration 62Q: 3 clusters Score -573949.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -573957.375000 Penalty: 2975.387695
	Iteration 63Q: 3 clusters Score -573957.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -573962.812500 Penalty: 2975.387695
	Iteration 64Q: 3 clusters Score -573962.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -573965.812500 Penalty: 2975.387695
	Iteration 65Q: 3 clusters Score -573965.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -573969.875000 Penalty: 2975.387695
	Iteration 66Q: 3 clusters Score -573969.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -573975.312500 Penalty: 2975.387695
	Iteration 67Q: 3 clusters Score -573975.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -573978.312500 Penalty: 2975.387695
	Iteration 68Q: 3 clusters Score -573978.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -573980.125000 Penalty: 2975.387695
	Iteration 69Q: 3 clusters Score -573980.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -573980.750000 Penalty: 2975.387695
	Iteration 70Q: 3 clusters Score -573980.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -573984.000000 Penalty: 2975.387695
	Iteration 71Q: 3 clusters Score -573984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -573985.750000 Penalty: 2975.387695
	Iteration 72Q: 3 clusters Score -573985.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -573987.687500 Penalty: 2975.387695
	Iteration 73Q: 3 clusters Score -573987.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -573987.812500 Penalty: 2975.387695
	Iteration 74Q: 3 clusters Score -573987.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -573988.687500 Penalty: 2975.387695
	Iteration 75Q: 3 clusters Score -573988.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -573989.000000 Penalty: 2975.387695
	Iteration 76Q: 3 clusters Score -573989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -573991.812500 Penalty: 2975.387695
	Iteration 77Q: 3 clusters Score -573991.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -573995.062500 Penalty: 2975.387695
	Iteration 78Q: 3 clusters Score -573995.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -573995.000000 Penalty: 2975.387695
	Iteration 79Q: 3 clusters Score -573995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -573996.375000 Penalty: 2975.387695
	Iteration 80F: 3 clusters Score -573996.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -574001.062500 Penalty: 2975.387695
	Iteration 81Q: 3 clusters Score -574001.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -574002.687500 Penalty: 2975.387695
	Iteration 82Q: 3 clusters Score -574002.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -574005.375000 Penalty: 2975.387695
	Iteration 83Q: 3 clusters Score -574005.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -574006.437500 Penalty: 2975.387695
	Iteration 84Q: 3 clusters Score -574006.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -574007.750000 Penalty: 2975.387695
	Iteration 85Q: 3 clusters Score -574007.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -574010.687500 Penalty: 2975.387695
	Iteration 86Q: 3 clusters Score -574010.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -574010.000000 Penalty: 2975.387695
	Iteration 87Q: 3 clusters Score -574010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -574010.625000 Penalty: 2975.387695
	Iteration 88Q: 3 clusters Score -574010.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -574011.500000 Penalty: 2975.387695
	Iteration 89Q: 3 clusters Score -574011.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -574013.000000 Penalty: 2975.387695
	Iteration 90Q: 3 clusters Score -574013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -574015.500000 Penalty: 2975.387695
	Iteration 91Q: 3 clusters Score -574015.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -574015.750000 Penalty: 2975.387695
	Iteration 92Q: 3 clusters Score -574015.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -574015.750000 Penalty: 2975.387695
	Iteration 93F: 3 clusters Score -574015.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Entering Unmasked Estep 
Score: -336252.687500 Penalty: 1396.067871
	Iteration 0F: 2 clusters Score -336252.7 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 2648 members 
Entering Unmasked Estep 
Score: -332051.937500 Penalty: 2792.135742
	Iteration 0F: 3 clusters Score -332051.9 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -333226.218750 Penalty: 2792.135742
	Iteration 1F: 3 clusters Score -333226.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -333418.031250 Penalty: 2792.135742
	Iteration 2F: 3 clusters Score -333418 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -333551.781250 Penalty: 2792.135742
	Iteration 3F: 3 clusters Score -333551.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -333664.968750 Penalty: 2792.135742
	Iteration 4Q: 3 clusters Score -333665 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -333755.031250 Penalty: 2792.135742
	Iteration 5Q: 3 clusters Score -333755 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -333855.343750 Penalty: 2792.135742
	Iteration 6Q: 3 clusters Score -333855.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -333961.593750 Penalty: 2792.135742
	Iteration 7Q: 3 clusters Score -333961.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -334062.843750 Penalty: 2792.135742
	Iteration 8Q: 3 clusters Score -334062.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -334183.750000 Penalty: 2792.135742
	Iteration 9Q: 3 clusters Score -334183.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -334307.156250 Penalty: 2792.135742
	Iteration 10Q: 3 clusters Score -334307.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -334447.562500 Penalty: 2792.135742
	Iteration 11Q: 3 clusters Score -334447.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -334597.531250 Penalty: 2792.135742
	Iteration 12Q: 3 clusters Score -334597.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -334738.468750 Penalty: 2792.135742
	Iteration 13Q: 3 clusters Score -334738.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -334860.187500 Penalty: 2792.135742
	Iteration 14Q: 3 clusters Score -334860.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -334955.968750 Penalty: 2792.135742
	Iteration 15Q: 3 clusters Score -334956 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -335019.968750 Penalty: 2792.135742
	Iteration 16Q: 3 clusters Score -335020 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -335046.812500 Penalty: 2792.135742
	Iteration 17Q: 3 clusters Score -335046.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -335057.812500 Penalty: 2792.135742
	Iteration 18Q: 3 clusters Score -335057.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -335064.312500 Penalty: 2792.135742
	Iteration 19Q: 3 clusters Score -335064.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -335069.656250 Penalty: 2792.135742
	Iteration 20F: 3 clusters Score -335069.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -335073.343750 Penalty: 2792.135742
	Iteration 21Q: 3 clusters Score -335073.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -335079.531250 Penalty: 2792.135742
	Iteration 22Q: 3 clusters Score -335079.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -335083.593750 Penalty: 2792.135742
	Iteration 23Q: 3 clusters Score -335083.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -335089.250000 Penalty: 2792.135742
	Iteration 24Q: 3 clusters Score -335089.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -335091.375000 Penalty: 2792.135742
	Iteration 25Q: 3 clusters Score -335091.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -335094.062500 Penalty: 2792.135742
	Iteration 26Q: 3 clusters Score -335094.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -335094.531250 Penalty: 2792.135742
	Iteration 27Q: 3 clusters Score -335094.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -335094.343750 Penalty: 2792.135742
	Iteration 28Q: 3 clusters Score -335094.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -335094.968750 Penalty: 2792.135742
	Iteration 29Q: 3 clusters Score -335095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -335095.218750 Penalty: 2792.135742
	Iteration 30Q: 3 clusters Score -335095.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -335095.218750 Penalty: 2792.135742
	Iteration 31F: 3 clusters Score -335095.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Entering Unmasked Estep 
Score: -450484.937500 Penalty: 1445.272583
	Iteration 0F: 2 clusters Score -450484.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -445118.062500 Penalty: 2890.545166
	Iteration 0F: 3 clusters Score -445118.1 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -447147.750000 Penalty: 2890.545166
	Iteration 1F: 3 clusters Score -447147.8 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -447726.062500 Penalty: 2890.545166
	Iteration 2F: 3 clusters Score -447726.1 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -448262.437500 Penalty: 2890.545166
	Iteration 3F: 3 clusters Score -448262.4 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -448710.875000 Penalty: 2890.545166
	Iteration 4F: 3 clusters Score -448710.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -449049.468750 Penalty: 2890.545166
	Iteration 5F: 3 clusters Score -449049.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -449269.500000 Penalty: 2890.545166
	Iteration 6Q: 3 clusters Score -449269.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -449458.406250 Penalty: 2890.545166
	Iteration 7Q: 3 clusters Score -449458.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -449600.906250 Penalty: 2890.545166
	Iteration 8Q: 3 clusters Score -449600.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -449712.250000 Penalty: 2890.545166
	Iteration 9Q: 3 clusters Score -449712.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -449794.718750 Penalty: 2890.545166
	Iteration 10Q: 3 clusters Score -449794.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -449870.781250 Penalty: 2890.545166
	Iteration 11Q: 3 clusters Score -449870.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -449928.312500 Penalty: 2890.545166
	Iteration 12Q: 3 clusters Score -449928.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -449969.875000 Penalty: 2890.545166
	Iteration 13Q: 3 clusters Score -449969.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -450003.218750 Penalty: 2890.545166
	Iteration 14Q: 3 clusters Score -450003.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -450018.093750 Penalty: 2890.545166
	Iteration 15Q: 3 clusters Score -450018.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -450030.343750 Penalty: 2890.545166
	Iteration 16Q: 3 clusters Score -450030.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -450038.375000 Penalty: 2890.545166
	Iteration 17Q: 3 clusters Score -450038.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -450042.843750 Penalty: 2890.545166
	Iteration 18Q: 3 clusters Score -450042.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -450046.656250 Penalty: 2890.545166
	Iteration 19Q: 3 clusters Score -450046.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -450047.750000 Penalty: 2890.545166
	Iteration 20F: 3 clusters Score -450047.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -450050.250000 Penalty: 2890.545166
	Iteration 21Q: 3 clusters Score -450050.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -450050.468750 Penalty: 2890.545166
	Iteration 22Q: 3 clusters Score -450050.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -450051.250000 Penalty: 2890.545166
	Iteration 23Q: 3 clusters Score -450051.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -450052.343750 Penalty: 2890.545166
	Iteration 24Q: 3 clusters Score -450052.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -450053.062500 Penalty: 2890.545166
	Iteration 25Q: 3 clusters Score -450053.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -450053.218750 Penalty: 2890.545166
	Iteration 26Q: 3 clusters Score -450053.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -450053.218750 Penalty: 2890.545166
	Iteration 27F: 3 clusters Score -450053.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Entering Unmasked Estep 
Score: -804692.625000 Penalty: 1527.064209
	Iteration 0F: 2 clusters Score -804692.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -796232.500000 Penalty: 3054.128418
	Iteration 0F: 3 clusters Score -796232.5 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -799027.250000 Penalty: 3054.128418
	Iteration 1F: 3 clusters Score -799027.2 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -799362.625000 Penalty: 3054.128418
	Iteration 2F: 3 clusters Score -799362.6 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -799753.500000 Penalty: 3054.128418
	Iteration 3F: 3 clusters Score -799753.5 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -800202.250000 Penalty: 3054.128418
	Iteration 4F: 3 clusters Score -800202.2 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -800745.625000 Penalty: 3054.128418
	Iteration 5F: 3 clusters Score -800745.6 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -801278.750000 Penalty: 3054.128418
	Iteration 6F: 3 clusters Score -801278.8 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -801787.750000 Penalty: 3054.128418
	Iteration 7F: 3 clusters Score -801787.8 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -802203.500000 Penalty: 3054.128418
	Iteration 8F: 3 clusters Score -802203.5 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -802481.812500 Penalty: 3054.128418
	Iteration 9Q: 3 clusters Score -802481.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -802659.937500 Penalty: 3054.128418
	Iteration 10Q: 3 clusters Score -802659.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -802787.062500 Penalty: 3054.128418
	Iteration 11Q: 3 clusters Score -802787.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -802864.500000 Penalty: 3054.128418
	Iteration 12Q: 3 clusters Score -802864.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -802911.000000 Penalty: 3054.128418
	Iteration 13Q: 3 clusters Score -802911 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -802945.937500 Penalty: 3054.128418
	Iteration 14Q: 3 clusters Score -802945.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -802969.625000 Penalty: 3054.128418
	Iteration 15Q: 3 clusters Score -802969.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -802998.125000 Penalty: 3054.128418
	Iteration 16Q: 3 clusters Score -802998.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -803025.687500 Penalty: 3054.128418
	Iteration 17Q: 3 clusters Score -803025.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -803056.937500 Penalty: 3054.128418
	Iteration 18Q: 3 clusters Score -803056.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -803077.375000 Penalty: 3054.128418
	Iteration 19Q: 3 clusters Score -803077.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -803097.750000 Penalty: 3054.128418
	Iteration 20F: 3 clusters Score -803097.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -803116.437500 Penalty: 3054.128418
	Iteration 21Q: 3 clusters Score -803116.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -803128.625000 Penalty: 3054.128418
	Iteration 22Q: 3 clusters Score -803128.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -803146.437500 Penalty: 3054.128418
	Iteration 23Q: 3 clusters Score -803146.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -803157.500000 Penalty: 3054.128418
	Iteration 24Q: 3 clusters Score -803157.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -803175.062500 Penalty: 3054.128418
	Iteration 25Q: 3 clusters Score -803175.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -803190.125000 Penalty: 3054.128418
	Iteration 26Q: 3 clusters Score -803190.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -803202.562500 Penalty: 3054.128418
	Iteration 27Q: 3 clusters Score -803202.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -803213.937500 Penalty: 3054.128418
	Iteration 28Q: 3 clusters Score -803213.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -803229.187500 Penalty: 3054.128418
	Iteration 29Q: 3 clusters Score -803229.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -803238.562500 Penalty: 3054.128418
	Iteration 30Q: 3 clusters Score -803238.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -803245.937500 Penalty: 3054.128418
	Iteration 31Q: 3 clusters Score -803245.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -803246.750000 Penalty: 3054.128418
	Iteration 32Q: 3 clusters Score -803246.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -803250.500000 Penalty: 3054.128418
	Iteration 33Q: 3 clusters Score -803250.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -803255.500000 Penalty: 3054.128418
	Iteration 34Q: 3 clusters Score -803255.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -803258.562500 Penalty: 3054.128418
	Iteration 35Q: 3 clusters Score -803258.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -803261.437500 Penalty: 3054.128418
	Iteration 36Q: 3 clusters Score -803261.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -803264.750000 Penalty: 3054.128418
	Iteration 37Q: 3 clusters Score -803264.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -803265.875000 Penalty: 3054.128418
	Iteration 38Q: 3 clusters Score -803265.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -803269.687500 Penalty: 3054.128418
	Iteration 39Q: 3 clusters Score -803269.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -803270.062500 Penalty: 3054.128418
	Iteration 40F: 3 clusters Score -803270.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -803272.312500 Penalty: 3054.128418
	Iteration 41Q: 3 clusters Score -803272.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -803273.375000 Penalty: 3054.128418
	Iteration 42Q: 3 clusters Score -803273.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -803274.625000 Penalty: 3054.128418
	Iteration 43Q: 3 clusters Score -803274.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -803274.437500 Penalty: 3054.128418
	Iteration 44Q: 3 clusters Score -803274.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -803272.750000 Penalty: 3054.128418
	Iteration 45Q: 3 clusters Score -803272.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -803274.875000 Penalty: 3054.128418
	Iteration 46Q: 3 clusters Score -803274.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -803275.937500 Penalty: 3054.128418
	Iteration 47Q: 3 clusters Score -803275.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -803276.687500 Penalty: 3054.128418
	Iteration 48Q: 3 clusters Score -803276.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -803279.250000 Penalty: 3054.128418
	Iteration 49Q: 3 clusters Score -803279.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -803278.625000 Penalty: 3054.128418
	Iteration 50Q: 3 clusters Score -803278.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -803280.250000 Penalty: 3054.128418
	Iteration 51Q: 3 clusters Score -803280.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -803283.375000 Penalty: 3054.128418
	Iteration 52Q: 3 clusters Score -803283.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -803282.875000 Penalty: 3054.128418
	Iteration 53Q: 3 clusters Score -803282.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -803285.000000 Penalty: 3054.128418
	Iteration 54Q: 3 clusters Score -803285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -803287.250000 Penalty: 3054.128418
	Iteration 55Q: 3 clusters Score -803287.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -803286.687500 Penalty: 3054.128418
	Iteration 56Q: 3 clusters Score -803286.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -803288.250000 Penalty: 3054.128418
	Iteration 57Q: 3 clusters Score -803288.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -803289.000000 Penalty: 3054.128418
	Iteration 58Q: 3 clusters Score -803289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -803290.562500 Penalty: 3054.128418
	Iteration 59Q: 3 clusters Score -803290.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -803288.375000 Penalty: 3054.128418
	Iteration 60F: 3 clusters Score -803288.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -803289.562500 Penalty: 3054.128418
	Iteration 61Q: 3 clusters Score -803289.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -803289.500000 Penalty: 3054.128418
	Iteration 62Q: 3 clusters Score -803289.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -803292.375000 Penalty: 3054.128418
	Iteration 63Q: 3 clusters Score -803292.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -803294.250000 Penalty: 3054.128418
	Iteration 64Q: 3 clusters Score -803294.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -803292.000000 Penalty: 3054.128418
	Iteration 65Q: 3 clusters Score -803292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -803291.875000 Penalty: 3054.128418
	Iteration 66Q: 3 clusters Score -803291.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -803293.625000 Penalty: 3054.128418
	Iteration 67Q: 3 clusters Score -803293.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -803291.875000 Penalty: 3054.128418
	Iteration 68Q: 3 clusters Score -803291.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -803291.875000 Penalty: 3054.128418
	Iteration 69Q: 3 clusters Score -803291.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -803290.500000 Penalty: 3054.128418
	Iteration 70Q: 3 clusters Score -803290.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -803290.500000 Penalty: 3054.128418
	Iteration 71F: 3 clusters Score -803290.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Entering Unmasked Estep 
Score: -786480.437500 Penalty: 1531.531128
	Iteration 0F: 2 clusters Score -786480.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -777698.937500 Penalty: 3063.062256
	Iteration 0F: 3 clusters Score -777698.9 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -780562.687500 Penalty: 3063.062256
	Iteration 1F: 3 clusters Score -780562.7 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -780815.250000 Penalty: 3063.062256
	Iteration 2F: 3 clusters Score -780815.2 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -781045.500000 Penalty: 3063.062256
	Iteration 3Q: 3 clusters Score -781045.5 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -781296.000000 Penalty: 3063.062256
	Iteration 4Q: 3 clusters Score -781296 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -781564.187500 Penalty: 3063.062256
	Iteration 5Q: 3 clusters Score -781564.2 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -781860.000000 Penalty: 3063.062256
	Iteration 6Q: 3 clusters Score -781860 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -782208.625000 Penalty: 3063.062256
	Iteration 7Q: 3 clusters Score -782208.6 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -782669.687500 Penalty: 3063.062256
	Iteration 8F: 3 clusters Score -782669.7 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -783194.562500 Penalty: 3063.062256
	Iteration 9F: 3 clusters Score -783194.6 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -783689.500000 Penalty: 3063.062256
	Iteration 10F: 3 clusters Score -783689.5 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -784169.375000 Penalty: 3063.062256
	Iteration 11Q: 3 clusters Score -784169.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -784548.625000 Penalty: 3063.062256
	Iteration 12Q: 3 clusters Score -784548.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -784820.437500 Penalty: 3063.062256
	Iteration 13Q: 3 clusters Score -784820.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -785009.000000 Penalty: 3063.062256
	Iteration 14Q: 3 clusters Score -785009 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -785114.062500 Penalty: 3063.062256
	Iteration 15Q: 3 clusters Score -785114.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -785170.687500 Penalty: 3063.062256
	Iteration 16Q: 3 clusters Score -785170.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -785200.875000 Penalty: 3063.062256
	Iteration 17Q: 3 clusters Score -785200.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -785215.500000 Penalty: 3063.062256
	Iteration 18Q: 3 clusters Score -785215.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -785223.312500 Penalty: 3063.062256
	Iteration 19Q: 3 clusters Score -785223.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -785233.312500 Penalty: 3063.062256
	Iteration 20F: 3 clusters Score -785233.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -785245.187500 Penalty: 3063.062256
	Iteration 21Q: 3 clusters Score -785245.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -785255.687500 Penalty: 3063.062256
	Iteration 22Q: 3 clusters Score -785255.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -785267.312500 Penalty: 3063.062256
	Iteration 23Q: 3 clusters Score -785267.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -785279.687500 Penalty: 3063.062256
	Iteration 24Q: 3 clusters Score -785279.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -785295.125000 Penalty: 3063.062256
	Iteration 25Q: 3 clusters Score -785295.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -785304.125000 Penalty: 3063.062256
	Iteration 26Q: 3 clusters Score -785304.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -785308.750000 Penalty: 3063.062256
	Iteration 27Q: 3 clusters Score -785308.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -785308.812500 Penalty: 3063.062256
	Iteration 28Q: 3 clusters Score -785308.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -785309.875000 Penalty: 3063.062256
	Iteration 29Q: 3 clusters Score -785309.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -785311.625000 Penalty: 3063.062256
	Iteration 30Q: 3 clusters Score -785311.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -785313.875000 Penalty: 3063.062256
	Iteration 31Q: 3 clusters Score -785313.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -785316.000000 Penalty: 3063.062256
	Iteration 32Q: 3 clusters Score -785316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -785316.000000 Penalty: 3063.062256
	Iteration 33F: 3 clusters Score -785316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Entering Unmasked Estep 
Score: -93343.601562 Penalty: 1207.007568
	Iteration 0F: 2 clusters Score -93343.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -91475.218750 Penalty: 2414.015137
	Iteration 0F: 3 clusters Score -91475.22 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -91863.148438 Penalty: 2414.015137
	Iteration 1F: 3 clusters Score -91863.15 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -91997.695312 Penalty: 2414.015137
	Iteration 2F: 3 clusters Score -91997.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -92068.078125 Penalty: 2414.015137
	Iteration 3F: 3 clusters Score -92068.08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -92127.171875 Penalty: 2414.015137
	Iteration 4Q: 3 clusters Score -92127.17 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -92166.890625 Penalty: 2414.015137
	Iteration 5Q: 3 clusters Score -92166.89 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -92195.875000 Penalty: 2414.015137
	Iteration 6Q: 3 clusters Score -92195.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -92229.390625 Penalty: 2414.015137
	Iteration 7Q: 3 clusters Score -92229.39 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -92260.117188 Penalty: 2414.015137
	Iteration 8Q: 3 clusters Score -92260.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -92281.257812 Penalty: 2414.015137
	Iteration 9Q: 3 clusters Score -92281.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -92295.390625 Penalty: 2414.015137
	Iteration 10Q: 3 clusters Score -92295.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -92311.562500 Penalty: 2414.015137
	Iteration 11Q: 3 clusters Score -92311.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -92320.539062 Penalty: 2414.015137
	Iteration 12Q: 3 clusters Score -92320.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -92327.617188 Penalty: 2414.015137
	Iteration 13Q: 3 clusters Score -92327.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -92334.312500 Penalty: 2414.015137
	Iteration 14Q: 3 clusters Score -92334.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -92343.531250 Penalty: 2414.015137
	Iteration 15Q: 3 clusters Score -92343.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -92352.492188 Penalty: 2414.015137
	Iteration 16Q: 3 clusters Score -92352.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -92364.078125 Penalty: 2414.015137
	Iteration 17Q: 3 clusters Score -92364.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -92366.843750 Penalty: 2414.015137
	Iteration 18Q: 3 clusters Score -92366.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -92368.117188 Penalty: 2414.015137
	Iteration 19Q: 3 clusters Score -92368.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -92368.414062 Penalty: 2414.015137
	Iteration 20F: 3 clusters Score -92368.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -92369.117188 Penalty: 2414.015137
	Iteration 21Q: 3 clusters Score -92369.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -92369.382812 Penalty: 2414.015137
	Iteration 22Q: 3 clusters Score -92369.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -92370.273438 Penalty: 2414.015137
	Iteration 23Q: 3 clusters Score -92370.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -92370.382812 Penalty: 2414.015137
	Iteration 24Q: 3 clusters Score -92370.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -92371.382812 Penalty: 2414.015137
	Iteration 25Q: 3 clusters Score -92371.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -92372.039062 Penalty: 2414.015137
	Iteration 26Q: 3 clusters Score -92372.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -92374.148438 Penalty: 2414.015137
	Iteration 27Q: 3 clusters Score -92374.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -92375.320312 Penalty: 2414.015137
	Iteration 28Q: 3 clusters Score -92375.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -92375.718750 Penalty: 2414.015137
	Iteration 29Q: 3 clusters Score -92375.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -92376.117188 Penalty: 2414.015137
	Iteration 30Q: 3 clusters Score -92376.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -92376.117188 Penalty: 2414.015137
	Iteration 31F: 3 clusters Score -92376.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2544 members 
Mstep: Class 3 contains 6415 members 
Mstep: Class 4 contains 59171 members 
Mstep: Class 6 contains 6520 members 
Mstep: Class 8 contains 77143 members 
Mstep: Class 9 contains 5498 members 
Mstep: Class 11 contains 9141 members 
Mstep: Class 12 contains 4660 members 
Mstep: Class 13 contains 444507 members 
Mstep: Class 14 contains 2718 members 
Mstep: Class 15 contains 11821 members 
Mstep: Class 16 contains 9462 members 
Mstep: Class 17 contains 5384 members 
Mstep: Class 19 contains 7288 members 
Mstep: Class 22 contains 12056 members 
Mstep: Class 23 contains 12392 members 
Mstep: Class 24 contains 1682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197900.000000 Penalty: 39283.816406
Iteration 79Q: 19 clusters Score -4.21979e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 3 contains 6378 members 
Mstep: Class 4 contains 58834 members 
Mstep: Class 6 contains 6522 members 
Mstep: Class 8 contains 77143 members 
Mstep: Class 9 contains 5427 members 
Mstep: Class 11 contains 9142 members 
Mstep: Class 12 contains 4662 members 
Mstep: Class 13 contains 445003 members 
Mstep: Class 14 contains 2718 members 
Mstep: Class 15 contains 11796 members 
Mstep: Class 16 contains 9465 members 
Mstep: Class 17 contains 5376 members 
Mstep: Class 19 contains 7293 members 
Mstep: Class 22 contains 11986 members 
Mstep: Class 23 contains 12396 members 
Mstep: Class 24 contains 1681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197948.000000 Penalty: 39283.816406
Iteration 80F: 19 clusters Score -4.219795e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2606 members 
Mstep: Class 3 contains 6357 members 
Mstep: Class 4 contains 58511 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 8 contains 77140 members 
Mstep: Class 9 contains 5361 members 
Mstep: Class 11 contains 9139 members 
Mstep: Class 12 contains 4669 members 
Mstep: Class 13 contains 445460 members 
Mstep: Class 14 contains 2720 members 
Mstep: Class 15 contains 11756 members 
Mstep: Class 16 contains 9469 members 
Mstep: Class 17 contains 5381 members 
Mstep: Class 19 contains 7294 members 
Mstep: Class 22 contains 11933 members 
Mstep: Class 23 contains 12405 members 
Mstep: Class 24 contains 1678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197880.000000 Penalty: 39283.816406
Iteration 81Q: 19 clusters Score -4.219788e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2645 members 
Mstep: Class 3 contains 6341 members 
Mstep: Class 4 contains 58179 members 
Mstep: Class 6 contains 6513 members 
Mstep: Class 8 contains 77140 members 
Mstep: Class 9 contains 5290 members 
Mstep: Class 11 contains 9131 members 
Mstep: Class 12 contains 4676 members 
Mstep: Class 13 contains 445913 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 11728 members 
Mstep: Class 16 contains 9474 members 
Mstep: Class 17 contains 5384 members 
Mstep: Class 19 contains 7300 members 
Mstep: Class 22 contains 11879 members 
Mstep: Class 23 contains 12410 members 
Mstep: Class 24 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197876.000000 Penalty: 39283.816406
Iteration 82Q: 19 clusters Score -4.219788e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2677 members 
Mstep: Class 3 contains 6324 members 
Mstep: Class 4 contains 57859 members 
Mstep: Class 6 contains 6507 members 
Mstep: Class 8 contains 77133 members 
Mstep: Class 9 contains 5232 members 
Mstep: Class 11 contains 9132 members 
Mstep: Class 12 contains 4687 members 
Mstep: Class 13 contains 446329 members 
Mstep: Class 14 contains 2716 members 
Mstep: Class 15 contains 11703 members 
Mstep: Class 16 contains 9476 members 
Mstep: Class 17 contains 5385 members 
Mstep: Class 19 contains 7301 members 
Mstep: Class 22 contains 11838 members 
Mstep: Class 23 contains 12426 members 
Mstep: Class 24 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197816.000000 Penalty: 39283.816406
Iteration 83Q: 19 clusters Score -4.219782e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2714 members 
Mstep: Class 3 contains 6309 members 
Mstep: Class 4 contains 57526 members 
Mstep: Class 6 contains 6496 members 
Mstep: Class 8 contains 77131 members 
Mstep: Class 9 contains 5182 members 
Mstep: Class 11 contains 9132 members 
Mstep: Class 12 contains 4697 members 
Mstep: Class 13 contains 446745 members 
Mstep: Class 14 contains 2716 members 
Mstep: Class 15 contains 11681 members 
Mstep: Class 16 contains 9480 members 
Mstep: Class 17 contains 5384 members 
Mstep: Class 19 contains 7306 members 
Mstep: Class 22 contains 11794 members 
Mstep: Class 23 contains 12431 members 
Mstep: Class 24 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197772.000000 Penalty: 39283.816406
Iteration 84Q: 19 clusters Score -4.219777e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2764 members 
Mstep: Class 3 contains 6289 members 
Mstep: Class 4 contains 57208 members 
Mstep: Class 6 contains 6485 members 
Mstep: Class 8 contains 77125 members 
Mstep: Class 9 contains 5130 members 
Mstep: Class 11 contains 9135 members 
Mstep: Class 12 contains 4704 members 
Mstep: Class 13 contains 447117 members 
Mstep: Class 14 contains 2716 members 
Mstep: Class 15 contains 11661 members 
Mstep: Class 16 contains 9482 members 
Mstep: Class 17 contains 5384 members 
Mstep: Class 19 contains 7316 members 
Mstep: Class 22 contains 11756 members 
Mstep: Class 23 contains 12452 members 
Mstep: Class 24 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42197832.000000 Penalty: 39283.816406
Iteration 85Q: 19 clusters Score -4.219783e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2799 members 
Mstep: Class 3 contains 6272 members 
Mstep: Class 4 contains 56909 members 
Mstep: Class 6 contains 6471 members 
Mstep: Class 8 contains 77117 members 
Mstep: Class 9 contains 5074 members 
Mstep: Class 11 contains 9133 members 
Mstep: Class 12 contains 4710 members 
Mstep: Class 13 contains 447493 members 
Mstep: Class 14 contains 2717 members 
Mstep: Class 15 contains 11641 members 
Mstep: Class 16 contains 9484 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 19 contains 7325 members 
Mstep: Class 22 contains 11729 members 
Mstep: Class 23 contains 12472 members 
Mstep: Class 24 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 19 clusters Score -4.219792e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2825 members 
Mstep: Class 3 contains 6255 members 
Mstep: Class 4 contains 56582 members 
Mstep: Class 6 contains 6469 members 
Mstep: Class 8 contains 77110 members 
Mstep: Class 9 contains 5030 members 
Mstep: Class 11 contains 9139 members 
Mstep: Class 12 contains 4712 members 
Mstep: Class 13 contains 447874 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 11633 members 
Mstep: Class 16 contains 9484 members 
Mstep: Class 17 contains 5369 members 
Mstep: Class 19 contains 7330 members 
Mstep: Class 22 contains 11701 members 
Mstep: Class 23 contains 12491 members 
Mstep: Class 24 contains 1673 members 
Entering Unmasked Estep 
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Iteration 87Q: 19 clusters Score -4.219796e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2849 members 
Mstep: Class 3 contains 6235 members 
Mstep: Class 4 contains 56291 members 
Mstep: Class 6 contains 6462 members 
Mstep: Class 8 contains 77108 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 11 contains 9155 members 
Mstep: Class 12 contains 4719 members 
Mstep: Class 13 contains 448226 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11607 members 
Mstep: Class 16 contains 9487 members 
Mstep: Class 17 contains 5363 members 
Mstep: Class 19 contains 7338 members 
Mstep: Class 22 contains 11669 members 
Mstep: Class 23 contains 12505 members 
Mstep: Class 24 contains 1673 members 
Entering Unmasked Estep 
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Iteration 88Q: 19 clusters Score -4.219798e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2872 members 
Mstep: Class 3 contains 6222 members 
Mstep: Class 4 contains 55993 members 
Mstep: Class 6 contains 6454 members 
Mstep: Class 8 contains 77107 members 
Mstep: Class 9 contains 4944 members 
Mstep: Class 11 contains 9164 members 
Mstep: Class 12 contains 4726 members 
Mstep: Class 13 contains 448571 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 11581 members 
Mstep: Class 16 contains 9492 members 
Mstep: Class 17 contains 5360 members 
Mstep: Class 19 contains 7345 members 
Mstep: Class 22 contains 11636 members 
Mstep: Class 23 contains 12527 members 
Mstep: Class 24 contains 1673 members 
Entering Unmasked Estep 
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Iteration 89Q: 19 clusters Score -4.219804e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2890 members 
Mstep: Class 3 contains 6206 members 
Mstep: Class 4 contains 55705 members 
Mstep: Class 6 contains 6447 members 
Mstep: Class 8 contains 77099 members 
Mstep: Class 9 contains 4900 members 
Mstep: Class 11 contains 9169 members 
Mstep: Class 12 contains 4732 members 
Mstep: Class 13 contains 448937 members 
Mstep: Class 14 contains 2731 members 
Mstep: Class 15 contains 11559 members 
Mstep: Class 16 contains 9494 members 
Mstep: Class 17 contains 5356 members 
Mstep: Class 19 contains 7347 members 
Mstep: Class 22 contains 11600 members 
Mstep: Class 23 contains 12551 members 
Mstep: Class 24 contains 1673 members 
Entering Unmasked Estep 
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Iteration 90Q: 19 clusters Score -4.219801e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2901 members 
Mstep: Class 3 contains 6207 members 
Mstep: Class 4 contains 55442 members 
Mstep: Class 6 contains 6446 members 
Mstep: Class 8 contains 77090 members 
Mstep: Class 9 contains 4860 members 
Mstep: Class 11 contains 9182 members 
Mstep: Class 12 contains 4736 members 
Mstep: Class 13 contains 449266 members 
Mstep: Class 14 contains 2731 members 
Mstep: Class 15 contains 11535 members 
Mstep: Class 16 contains 9496 members 
Mstep: Class 17 contains 5351 members 
Mstep: Class 19 contains 7352 members 
Mstep: Class 22 contains 11561 members 
Mstep: Class 23 contains 12569 members 
Mstep: Class 24 contains 1673 members 
Entering Unmasked Estep 
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Iteration 91Q: 19 clusters Score -4.219815e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2899 members 
Mstep: Class 3 contains 6206 members 
Mstep: Class 4 contains 55207 members 
Mstep: Class 6 contains 6441 members 
Mstep: Class 8 contains 77083 members 
Mstep: Class 9 contains 4824 members 
Mstep: Class 11 contains 9200 members 
Mstep: Class 12 contains 4743 members 
Mstep: Class 13 contains 449562 members 
Mstep: Class 14 contains 2729 members 
Mstep: Class 15 contains 11512 members 
Mstep: Class 16 contains 9497 members 
Mstep: Class 17 contains 5346 members 
Mstep: Class 19 contains 7364 members 
Mstep: Class 22 contains 11524 members 
Mstep: Class 23 contains 12588 members 
Mstep: Class 24 contains 1673 members 
Entering Unmasked Estep 
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Iteration 92Q: 19 clusters Score -4.219815e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 6203 members 
Mstep: Class 4 contains 54983 members 
Mstep: Class 6 contains 6436 members 
Mstep: Class 8 contains 77081 members 
Mstep: Class 9 contains 4794 members 
Mstep: Class 11 contains 9222 members 
Mstep: Class 12 contains 4752 members 
Mstep: Class 13 contains 449824 members 
Mstep: Class 14 contains 2731 members 
Mstep: Class 15 contains 11497 members 
Mstep: Class 16 contains 9500 members 
Mstep: Class 17 contains 5341 members 
Mstep: Class 19 contains 7371 members 
Mstep: Class 22 contains 11481 members 
Mstep: Class 23 contains 12598 members 
Mstep: Class 24 contains 1673 members 
Entering Unmasked Estep 
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Iteration 93Q: 19 clusters Score -4.219817e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2940 members 
Mstep: Class 3 contains 6197 members 
Mstep: Class 4 contains 54752 members 
Mstep: Class 6 contains 6438 members 
Mstep: Class 8 contains 77075 members 
Mstep: Class 9 contains 4772 members 
Mstep: Class 11 contains 9232 members 
Mstep: Class 12 contains 4757 members 
Mstep: Class 13 contains 450096 members 
Mstep: Class 14 contains 2732 members 
Mstep: Class 15 contains 11474 members 
Mstep: Class 16 contains 9502 members 
Mstep: Class 17 contains 5337 members 
Mstep: Class 19 contains 7378 members 
Mstep: Class 22 contains 11444 members 
Mstep: Class 23 contains 12604 members 
Mstep: Class 24 contains 1672 members 
Entering Unmasked Estep 
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Iteration 94Q: 19 clusters Score -4.219827e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 6197 members 
Mstep: Class 4 contains 54558 members 
Mstep: Class 6 contains 6435 members 
Mstep: Class 8 contains 77064 members 
Mstep: Class 9 contains 4754 members 
Mstep: Class 11 contains 9250 members 
Mstep: Class 12 contains 4760 members 
Mstep: Class 13 contains 450326 members 
Mstep: Class 14 contains 2732 members 
Mstep: Class 15 contains 11440 members 
Mstep: Class 16 contains 9503 members 
Mstep: Class 17 contains 5337 members 
Mstep: Class 19 contains 7380 members 
Mstep: Class 22 contains 11417 members 
Mstep: Class 23 contains 12613 members 
Mstep: Class 24 contains 1672 members 
Entering Unmasked Estep 
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Iteration 95Q: 19 clusters Score -4.219836e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2978 members 
Mstep: Class 3 contains 6195 members 
Mstep: Class 4 contains 54386 members 
Mstep: Class 6 contains 6433 members 
Mstep: Class 8 contains 77062 members 
Mstep: Class 9 contains 4732 members 
Mstep: Class 11 contains 9262 members 
Mstep: Class 12 contains 4763 members 
Mstep: Class 13 contains 450525 members 
Mstep: Class 14 contains 2734 members 
Mstep: Class 15 contains 11419 members 
Mstep: Class 16 contains 9502 members 
Mstep: Class 17 contains 5343 members 
Mstep: Class 19 contains 7384 members 
Mstep: Class 22 contains 11389 members 
Mstep: Class 23 contains 12621 members 
Mstep: Class 24 contains 1672 members 
Entering Unmasked Estep 
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Iteration 96Q: 19 clusters Score -4.219838e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2989 members 
Mstep: Class 3 contains 6193 members 
Mstep: Class 4 contains 54209 members 
Mstep: Class 6 contains 6431 members 
Mstep: Class 8 contains 77056 members 
Mstep: Class 9 contains 4719 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 4766 members 
Mstep: Class 13 contains 450721 members 
Mstep: Class 14 contains 2732 members 
Mstep: Class 15 contains 11408 members 
Mstep: Class 16 contains 9504 members 
Mstep: Class 17 contains 5347 members 
Mstep: Class 19 contains 7384 members 
Mstep: Class 22 contains 11360 members 
Mstep: Class 23 contains 12625 members 
Mstep: Class 24 contains 1672 members 
Entering Unmasked Estep 
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Iteration 97Q: 19 clusters Score -4.219836e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3000 members 
Mstep: Class 3 contains 6192 members 
Mstep: Class 4 contains 54052 members 
Mstep: Class 6 contains 6426 members 
Mstep: Class 8 contains 77058 members 
Mstep: Class 9 contains 4711 members 
Mstep: Class 11 contains 9294 members 
Mstep: Class 12 contains 4770 members 
Mstep: Class 13 contains 450896 members 
Mstep: Class 14 contains 2734 members 
Mstep: Class 15 contains 11393 members 
Mstep: Class 16 contains 9505 members 
Mstep: Class 17 contains 5353 members 
Mstep: Class 19 contains 7388 members 
Mstep: Class 22 contains 11328 members 
Mstep: Class 23 contains 12628 members 
Mstep: Class 24 contains 1672 members 
Entering Unmasked Estep 
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Iteration 98Q: 19 clusters Score -4.219842e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3005 members 
Mstep: Class 3 contains 6183 members 
Mstep: Class 4 contains 53922 members 
Mstep: Class 6 contains 6426 members 
Mstep: Class 8 contains 77059 members 
Mstep: Class 9 contains 4704 members 
Mstep: Class 11 contains 9308 members 
Mstep: Class 12 contains 4774 members 
Mstep: Class 13 contains 451050 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 11381 members 
Mstep: Class 16 contains 9506 members 
Mstep: Class 17 contains 5357 members 
Mstep: Class 19 contains 7391 members 
Mstep: Class 22 contains 11302 members 
Mstep: Class 23 contains 12632 members 
Mstep: Class 24 contains 1672 members 
Entering Unmasked Estep 
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Iteration 99Q: 19 clusters Score -4.219845e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3011 members 
Mstep: Class 3 contains 6179 members 
Mstep: Class 4 contains 53804 members 
Mstep: Class 6 contains 6428 members 
Mstep: Class 8 contains 77056 members 
Mstep: Class 9 contains 4693 members 
Mstep: Class 11 contains 9313 members 
Mstep: Class 12 contains 4776 members 
Mstep: Class 13 contains 451191 members 
Mstep: Class 14 contains 2729 members 
Mstep: Class 15 contains 11370 members 
Mstep: Class 16 contains 9506 members 
Mstep: Class 17 contains 5355 members 
Mstep: Class 19 contains 7397 members 
Mstep: Class 22 contains 11287 members 
Mstep: Class 23 contains 12636 members 
Mstep: Class 24 contains 1672 members 
Entering Unmasked Estep 
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Iteration 100F: 19 clusters Score -4.219851e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3023 members 
Mstep: Class 3 contains 6167 members 
Mstep: Class 4 contains 53679 members 
Mstep: Class 6 contains 6431 members 
Mstep: Class 8 contains 77054 members 
Mstep: Class 9 contains 4680 members 
Mstep: Class 11 contains 9321 members 
Mstep: Class 12 contains 4780 members 
Mstep: Class 13 contains 451344 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 11361 members 
Mstep: Class 16 contains 9508 members 
Mstep: Class 17 contains 5354 members 
Mstep: Class 19 contains 7401 members 
Mstep: Class 22 contains 11265 members 
Mstep: Class 23 contains 12634 members 
Mstep: Class 24 contains 1672 members 
Entering Unmasked Estep 
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Iteration 101Q: 19 clusters Score -4.21985e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3038 members 
Mstep: Class 3 contains 6163 members 
Mstep: Class 4 contains 53557 members 
Mstep: Class 6 contains 6429 members 
Mstep: Class 8 contains 77053 members 
Mstep: Class 9 contains 4673 members 
Mstep: Class 11 contains 9332 members 
Mstep: Class 12 contains 4783 members 
Mstep: Class 13 contains 451469 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 11355 members 
Mstep: Class 16 contains 9509 members 
Mstep: Class 17 contains 5354 members 
Mstep: Class 19 contains 7408 members 
Mstep: Class 22 contains 11245 members 
Mstep: Class 23 contains 12634 members 
Mstep: Class 24 contains 1671 members 
Entering Unmasked Estep 
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Iteration 102Q: 19 clusters Score -4.219844e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3061 members 
Mstep: Class 3 contains 6160 members 
Mstep: Class 4 contains 53438 members 
Mstep: Class 6 contains 6430 members 
Mstep: Class 8 contains 77052 members 
Mstep: Class 9 contains 4660 members 
Mstep: Class 11 contains 9345 members 
Mstep: Class 12 contains 4786 members 
Mstep: Class 13 contains 451576 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 11348 members 
Mstep: Class 16 contains 9511 members 
Mstep: Class 17 contains 5354 members 
Mstep: Class 19 contains 7411 members 
Mstep: Class 22 contains 11230 members 
Mstep: Class 23 contains 12639 members 
Mstep: Class 24 contains 1670 members 
Entering Unmasked Estep 
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Iteration 103Q: 19 clusters Score -4.21985e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3077 members 
Mstep: Class 3 contains 6152 members 
Mstep: Class 4 contains 53336 members 
Mstep: Class 6 contains 6431 members 
Mstep: Class 8 contains 77049 members 
Mstep: Class 9 contains 4649 members 
Mstep: Class 11 contains 9354 members 
Mstep: Class 12 contains 4789 members 
Mstep: Class 13 contains 451676 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 11343 members 
Mstep: Class 16 contains 9512 members 
Mstep: Class 17 contains 5356 members 
Mstep: Class 19 contains 7416 members 
Mstep: Class 22 contains 11224 members 
Mstep: Class 23 contains 12637 members 
Mstep: Class 24 contains 1670 members 
Entering Unmasked Estep 
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Iteration 104Q: 19 clusters Score -4.219847e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3084 members 
Mstep: Class 3 contains 6151 members 
Mstep: Class 4 contains 53219 members 
Mstep: Class 6 contains 6433 members 
Mstep: Class 8 contains 77050 members 
Mstep: Class 9 contains 4639 members 
Mstep: Class 11 contains 9371 members 
Mstep: Class 12 contains 4792 members 
Mstep: Class 13 contains 451783 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 11336 members 
Mstep: Class 16 contains 9512 members 
Mstep: Class 17 contains 5356 members 
Mstep: Class 19 contains 7417 members 
Mstep: Class 22 contains 11220 members 
Mstep: Class 23 contains 12638 members 
Mstep: Class 24 contains 1670 members 
Entering Unmasked Estep 
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Iteration 105Q: 19 clusters Score -4.219846e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3092 members 
Mstep: Class 3 contains 6146 members 
Mstep: Class 4 contains 53115 members 
Mstep: Class 6 contains 6430 members 
Mstep: Class 8 contains 77049 members 
Mstep: Class 9 contains 4627 members 
Mstep: Class 11 contains 9388 members 
Mstep: Class 12 contains 4798 members 
Mstep: Class 13 contains 451887 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 11328 members 
Mstep: Class 16 contains 9513 members 
Mstep: Class 17 contains 5358 members 
Mstep: Class 19 contains 7415 members 
Mstep: Class 22 contains 11217 members 
Mstep: Class 23 contains 12639 members 
Mstep: Class 24 contains 1670 members 
Entering Unmasked Estep 
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Iteration 106Q: 19 clusters Score -4.219844e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3100 members 
Mstep: Class 3 contains 6141 members 
Mstep: Class 4 contains 53005 members 
Mstep: Class 6 contains 6431 members 
Mstep: Class 8 contains 77047 members 
Mstep: Class 9 contains 4609 members 
Mstep: Class 11 contains 9413 members 
Mstep: Class 12 contains 4800 members 
Mstep: Class 13 contains 451993 members 
Mstep: Class 14 contains 2731 members 
Mstep: Class 15 contains 11322 members 
Mstep: Class 16 contains 9514 members 
Mstep: Class 17 contains 5356 members 
Mstep: Class 19 contains 7418 members 
Mstep: Class 22 contains 11211 members 
Mstep: Class 23 contains 12641 members 
Mstep: Class 24 contains 1670 members 
Entering Unmasked Estep 
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Iteration 107Q: 19 clusters Score -4.219842e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3101 members 
Mstep: Class 3 contains 6134 members 
Mstep: Class 4 contains 52894 members 
Mstep: Class 6 contains 6429 members 
Mstep: Class 8 contains 77047 members 
Mstep: Class 9 contains 4596 members 
Mstep: Class 11 contains 9426 members 
Mstep: Class 12 contains 4803 members 
Mstep: Class 13 contains 452122 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 11318 members 
Mstep: Class 16 contains 9514 members 
Mstep: Class 17 contains 5352 members 
Mstep: Class 19 contains 7420 members 
Mstep: Class 22 contains 11202 members 
Mstep: Class 23 contains 12644 members 
Mstep: Class 24 contains 1670 members 
Entering Unmasked Estep 
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Iteration 108Q: 19 clusters Score -4.219844e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3101 members 
Mstep: Class 3 contains 6133 members 
Mstep: Class 4 contains 52782 members 
Mstep: Class 6 contains 6430 members 
Mstep: Class 8 contains 77048 members 
Mstep: Class 9 contains 4579 members 
Mstep: Class 11 contains 9437 members 
Mstep: Class 12 contains 4805 members 
Mstep: Class 13 contains 452248 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 11315 members 
Mstep: Class 16 contains 9514 members 
Mstep: Class 17 contains 5350 members 
Mstep: Class 19 contains 7423 members 
Mstep: Class 22 contains 11192 members 
Mstep: Class 23 contains 12647 members 
Mstep: Class 24 contains 1670 members 
Entering Unmasked Estep 
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Iteration 109Q: 19 clusters Score -4.219842e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3099 members 
Mstep: Class 3 contains 6132 members 
Mstep: Class 4 contains 52671 members 
Mstep: Class 6 contains 6429 members 
Mstep: Class 8 contains 77049 members 
Mstep: Class 9 contains 4566 members 
Mstep: Class 11 contains 9454 members 
Mstep: Class 12 contains 4805 members 
Mstep: Class 13 contains 452373 members 
Mstep: Class 14 contains 2727 members 
Mstep: Class 15 contains 11306 members 
Mstep: Class 16 contains 9514 members 
Mstep: Class 17 contains 5349 members 
Mstep: Class 19 contains 7425 members 
Mstep: Class 22 contains 11187 members 
Mstep: Class 23 contains 12647 members 
Mstep: Class 24 contains 1670 members 
Entering Unmasked Estep 
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Iteration 110Q: 19 clusters Score -4.219845e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3098 members 
Mstep: Class 3 contains 6131 members 
Mstep: Class 4 contains 52559 members 
Mstep: Class 6 contains 6427 members 
Mstep: Class 8 contains 77050 members 
Mstep: Class 9 contains 4548 members 
Mstep: Class 11 contains 9474 members 
Mstep: Class 12 contains 4803 members 
Mstep: Class 13 contains 452497 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 11300 members 
Mstep: Class 16 contains 9514 members 
Mstep: Class 17 contains 5349 members 
Mstep: Class 19 contains 7431 members 
Mstep: Class 22 contains 11177 members 
Mstep: Class 23 contains 12648 members 
Mstep: Class 24 contains 1670 members 
Entering Unmasked Estep 
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Iteration 111Q: 19 clusters Score -4.219843e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3096 members 
Mstep: Class 3 contains 6124 members 
Mstep: Class 4 contains 52459 members 
Mstep: Class 6 contains 6427 members 
Mstep: Class 8 contains 77050 members 
Mstep: Class 9 contains 4530 members 
Mstep: Class 11 contains 9493 members 
Mstep: Class 12 contains 4804 members 
Mstep: Class 13 contains 452620 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 11294 members 
Mstep: Class 16 contains 9514 members 
Mstep: Class 17 contains 5350 members 
Mstep: Class 19 contains 7433 members 
Mstep: Class 22 contains 11164 members 
Mstep: Class 23 contains 12649 members 
Mstep: Class 24 contains 1670 members 
Entering Unmasked Estep 
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Iteration 112Q: 19 clusters Score -4.219836e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3097 members 
Mstep: Class 3 contains 6116 members 
Mstep: Class 4 contains 52337 members 
Mstep: Class 6 contains 6427 members 
Mstep: Class 8 contains 77050 members 
Mstep: Class 9 contains 4517 members 
Mstep: Class 11 contains 9497 members 
Mstep: Class 12 contains 4804 members 
Mstep: Class 13 contains 452772 members 
Mstep: Class 14 contains 2729 members 
Mstep: Class 15 contains 11285 members 
Mstep: Class 16 contains 9514 members 
Mstep: Class 17 contains 5350 members 
Mstep: Class 19 contains 7437 members 
Mstep: Class 22 contains 11156 members 
Mstep: Class 23 contains 12649 members 
Mstep: Class 24 contains 1669 members 
Entering Unmasked Estep 
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Iteration 113Q: 19 clusters Score -4.219829e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3097 members 
Mstep: Class 3 contains 6110 members 
Mstep: Class 4 contains 52213 members 
Mstep: Class 6 contains 6426 members 
Mstep: Class 8 contains 77049 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 11 contains 9501 members 
Mstep: Class 12 contains 4805 members 
Mstep: Class 13 contains 452926 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 11280 members 
Mstep: Class 16 contains 9512 members 
Mstep: Class 17 contains 5350 members 
Mstep: Class 19 contains 7443 members 
Mstep: Class 22 contains 11146 members 
Mstep: Class 23 contains 12649 members 
Mstep: Class 24 contains 1669 members 
Entering Unmasked Estep 
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Iteration 114Q: 19 clusters Score -4.219827e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3099 members 
Mstep: Class 3 contains 6109 members 
Mstep: Class 4 contains 52120 members 
Mstep: Class 6 contains 6425 members 
Mstep: Class 8 contains 77048 members 
Mstep: Class 9 contains 4479 members 
Mstep: Class 11 contains 9498 members 
Mstep: Class 12 contains 4807 members 
Mstep: Class 13 contains 453048 members 
Mstep: Class 14 contains 2731 members 
Mstep: Class 15 contains 11276 members 
Mstep: Class 16 contains 9514 members 
Mstep: Class 17 contains 5350 members 
Mstep: Class 19 contains 7452 members 
Mstep: Class 22 contains 11133 members 
Mstep: Class 23 contains 12648 members 
Mstep: Class 24 contains 1669 members 
Entering Unmasked Estep 
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Iteration 115Q: 19 clusters Score -4.219826e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3102 members 
Mstep: Class 3 contains 6108 members 
Mstep: Class 4 contains 52022 members 
Mstep: Class 6 contains 6425 members 
Mstep: Class 8 contains 77048 members 
Mstep: Class 9 contains 4462 members 
Mstep: Class 11 contains 9500 members 
Mstep: Class 12 contains 4809 members 
Mstep: Class 13 contains 453158 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 11273 members 
Mstep: Class 16 contains 9516 members 
Mstep: Class 17 contains 5350 members 
Mstep: Class 19 contains 7458 members 
Mstep: Class 22 contains 11126 members 
Mstep: Class 23 contains 12650 members 
Mstep: Class 24 contains 1669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198316.000000 Penalty: 39283.816406
Iteration 116Q: 19 clusters Score -4.219832e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3102 members 
Mstep: Class 3 contains 6102 members 
Mstep: Class 4 contains 51943 members 
Mstep: Class 6 contains 6423 members 
Mstep: Class 8 contains 77047 members 
Mstep: Class 9 contains 4449 members 
Mstep: Class 11 contains 9505 members 
Mstep: Class 12 contains 4809 members 
Mstep: Class 13 contains 453255 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 11270 members 
Mstep: Class 16 contains 9517 members 
Mstep: Class 17 contains 5350 members 
Mstep: Class 19 contains 7463 members 
Mstep: Class 22 contains 11115 members 
Mstep: Class 23 contains 12657 members 
Mstep: Class 24 contains 1669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198348.000000 Penalty: 39283.816406
Iteration 117Q: 19 clusters Score -4.219835e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3103 members 
Mstep: Class 3 contains 6103 members 
Mstep: Class 4 contains 51878 members 
Mstep: Class 6 contains 6420 members 
Mstep: Class 8 contains 77046 members 
Mstep: Class 9 contains 4435 members 
Mstep: Class 11 contains 9512 members 
Mstep: Class 12 contains 4811 members 
Mstep: Class 13 contains 453336 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 11264 members 
Mstep: Class 16 contains 9519 members 
Mstep: Class 17 contains 5350 members 
Mstep: Class 19 contains 7462 members 
Mstep: Class 22 contains 11105 members 
Mstep: Class 23 contains 12664 members 
Mstep: Class 24 contains 1669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198340.000000 Penalty: 39283.816406
Iteration 118Q: 19 clusters Score -4.219834e+07 nChanged 138
Entering ConstructFrom: 
Score: -42198340.000000 Penalty: 39283.816406
Entering ConstructFrom: 
Trying to split cluster 1 (1939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Entering Unmasked Estep 
Score: -120617.648438 Penalty: 1230.113281
	Iteration 0F: 2 clusters Score -120617.6 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 959 members 
Entering Unmasked Estep 
Score: -118582.000000 Penalty: 2460.226562
	Iteration 0F: 3 clusters Score -118582 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -118996.679688 Penalty: 2460.226562
	Iteration 1F: 3 clusters Score -118996.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -119080.562500 Penalty: 2460.226562
	Iteration 2F: 3 clusters Score -119080.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -119129.968750 Penalty: 2460.226562
	Iteration 3Q: 3 clusters Score -119130 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -119153.000000 Penalty: 2460.226562
	Iteration 4Q: 3 clusters Score -119153 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -119170.367188 Penalty: 2460.226562
	Iteration 5Q: 3 clusters Score -119170.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -119189.437500 Penalty: 2460.226562
	Iteration 6Q: 3 clusters Score -119189.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -119206.578125 Penalty: 2460.226562
	Iteration 7Q: 3 clusters Score -119206.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -119222.226562 Penalty: 2460.226562
	Iteration 8Q: 3 clusters Score -119222.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -119238.328125 Penalty: 2460.226562
	Iteration 9Q: 3 clusters Score -119238.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -119253.101562 Penalty: 2460.226562
	Iteration 10Q: 3 clusters Score -119253.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -119260.968750 Penalty: 2460.226562
	Iteration 11Q: 3 clusters Score -119261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -119265.843750 Penalty: 2460.226562
	Iteration 12Q: 3 clusters Score -119265.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -119271.031250 Penalty: 2460.226562
	Iteration 13Q: 3 clusters Score -119271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -119273.640625 Penalty: 2460.226562
	Iteration 14Q: 3 clusters Score -119273.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -119276.507812 Penalty: 2460.226562
	Iteration 15Q: 3 clusters Score -119276.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -119278.851562 Penalty: 2460.226562
	Iteration 16Q: 3 clusters Score -119278.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -119281.921875 Penalty: 2460.226562
	Iteration 17Q: 3 clusters Score -119281.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -119284.179688 Penalty: 2460.226562
	Iteration 18Q: 3 clusters Score -119284.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -119284.937500 Penalty: 2460.226562
	Iteration 19Q: 3 clusters Score -119284.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -119286.734375 Penalty: 2460.226562
	Iteration 20F: 3 clusters Score -119286.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -119289.570312 Penalty: 2460.226562
	Iteration 21Q: 3 clusters Score -119289.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -119292.000000 Penalty: 2460.226562
	Iteration 22Q: 3 clusters Score -119292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -119294.320312 Penalty: 2460.226562
	Iteration 23Q: 3 clusters Score -119294.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -119294.523438 Penalty: 2460.226562
	Iteration 24Q: 3 clusters Score -119294.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -119294.523438 Penalty: 2460.226562
	Iteration 25F: 3 clusters Score -119294.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Entering Unmasked Estep 
Score: -195261.906250 Penalty: 1306.729614
	Iteration 0F: 2 clusters Score -195261.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -192474.968750 Penalty: 2613.459229
	Iteration 0F: 3 clusters Score -192475 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -193158.796875 Penalty: 2613.459229
	Iteration 1F: 3 clusters Score -193158.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -193325.078125 Penalty: 2613.459229
	Iteration 2F: 3 clusters Score -193325.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -193415.562500 Penalty: 2613.459229
	Iteration 3F: 3 clusters Score -193415.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -193466.625000 Penalty: 2613.459229
	Iteration 4Q: 3 clusters Score -193466.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -193503.828125 Penalty: 2613.459229
	Iteration 5Q: 3 clusters Score -193503.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -193527.546875 Penalty: 2613.459229
	Iteration 6Q: 3 clusters Score -193527.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -193555.078125 Penalty: 2613.459229
	Iteration 7Q: 3 clusters Score -193555.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -193578.500000 Penalty: 2613.459229
	Iteration 8Q: 3 clusters Score -193578.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -193604.734375 Penalty: 2613.459229
	Iteration 9Q: 3 clusters Score -193604.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -193625.687500 Penalty: 2613.459229
	Iteration 10Q: 3 clusters Score -193625.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -193646.203125 Penalty: 2613.459229
	Iteration 11Q: 3 clusters Score -193646.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -193666.734375 Penalty: 2613.459229
	Iteration 12Q: 3 clusters Score -193666.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -193687.406250 Penalty: 2613.459229
	Iteration 13Q: 3 clusters Score -193687.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -193710.671875 Penalty: 2613.459229
	Iteration 14Q: 3 clusters Score -193710.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -193734.734375 Penalty: 2613.459229
	Iteration 15Q: 3 clusters Score -193734.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -193753.312500 Penalty: 2613.459229
	Iteration 16Q: 3 clusters Score -193753.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -193769.187500 Penalty: 2613.459229
	Iteration 17Q: 3 clusters Score -193769.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -193791.000000 Penalty: 2613.459229
	Iteration 18Q: 3 clusters Score -193791 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -193815.046875 Penalty: 2613.459229
	Iteration 19Q: 3 clusters Score -193815 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -193847.125000 Penalty: 2613.459229
	Iteration 20F: 3 clusters Score -193847.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -193882.593750 Penalty: 2613.459229
	Iteration 21Q: 3 clusters Score -193882.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -193925.156250 Penalty: 2613.459229
	Iteration 22Q: 3 clusters Score -193925.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -193958.703125 Penalty: 2613.459229
	Iteration 23Q: 3 clusters Score -193958.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -193992.359375 Penalty: 2613.459229
	Iteration 24Q: 3 clusters Score -193992.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -194028.734375 Penalty: 2613.459229
	Iteration 25Q: 3 clusters Score -194028.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -194063.734375 Penalty: 2613.459229
	Iteration 26Q: 3 clusters Score -194063.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -194089.875000 Penalty: 2613.459229
	Iteration 27Q: 3 clusters Score -194089.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -194107.890625 Penalty: 2613.459229
	Iteration 28Q: 3 clusters Score -194107.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -194118.796875 Penalty: 2613.459229
	Iteration 29Q: 3 clusters Score -194118.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -194125.859375 Penalty: 2613.459229
	Iteration 30Q: 3 clusters Score -194125.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -194130.953125 Penalty: 2613.459229
	Iteration 31Q: 3 clusters Score -194131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -194137.578125 Penalty: 2613.459229
	Iteration 32Q: 3 clusters Score -194137.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -194140.578125 Penalty: 2613.459229
	Iteration 33Q: 3 clusters Score -194140.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -194144.609375 Penalty: 2613.459229
	Iteration 34Q: 3 clusters Score -194144.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -194146.187500 Penalty: 2613.459229
	Iteration 35Q: 3 clusters Score -194146.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -194148.406250 Penalty: 2613.459229
	Iteration 36Q: 3 clusters Score -194148.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -194149.625000 Penalty: 2613.459229
	Iteration 37Q: 3 clusters Score -194149.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -194151.734375 Penalty: 2613.459229
	Iteration 38Q: 3 clusters Score -194151.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -194153.296875 Penalty: 2613.459229
	Iteration 39Q: 3 clusters Score -194153.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -194153.296875 Penalty: 2613.459229
	Iteration 40F: 3 clusters Score -194153.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Entering Unmasked Estep 
Score: -402501.968750 Penalty: 1416.410400
	Iteration 0F: 2 clusters Score -402502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -397823.218750 Penalty: 2832.820801
	Iteration 0F: 3 clusters Score -397823.2 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -399138.125000 Penalty: 2832.820801
	Iteration 1F: 3 clusters Score -399138.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -399354.125000 Penalty: 2832.820801
	Iteration 2F: 3 clusters Score -399354.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -399519.281250 Penalty: 2832.820801
	Iteration 3F: 3 clusters Score -399519.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -399659.968750 Penalty: 2832.820801
	Iteration 4Q: 3 clusters Score -399660 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -399780.781250 Penalty: 2832.820801
	Iteration 5Q: 3 clusters Score -399780.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -399919.656250 Penalty: 2832.820801
	Iteration 6Q: 3 clusters Score -399919.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -400085.125000 Penalty: 2832.820801
	Iteration 7Q: 3 clusters Score -400085.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -400285.312500 Penalty: 2832.820801
	Iteration 8Q: 3 clusters Score -400285.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -400519.250000 Penalty: 2832.820801
	Iteration 9Q: 3 clusters Score -400519.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -400747.906250 Penalty: 2832.820801
	Iteration 10Q: 3 clusters Score -400747.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -400938.875000 Penalty: 2832.820801
	Iteration 11Q: 3 clusters Score -400938.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -401057.562500 Penalty: 2832.820801
	Iteration 12Q: 3 clusters Score -401057.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -401132.437500 Penalty: 2832.820801
	Iteration 13Q: 3 clusters Score -401132.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -401177.718750 Penalty: 2832.820801
	Iteration 14Q: 3 clusters Score -401177.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -401204.875000 Penalty: 2832.820801
	Iteration 15Q: 3 clusters Score -401204.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -401224.156250 Penalty: 2832.820801
	Iteration 16Q: 3 clusters Score -401224.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -401237.968750 Penalty: 2832.820801
	Iteration 17Q: 3 clusters Score -401238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -401247.468750 Penalty: 2832.820801
	Iteration 18Q: 3 clusters Score -401247.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -401256.812500 Penalty: 2832.820801
	Iteration 19Q: 3 clusters Score -401256.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -401262.718750 Penalty: 2832.820801
	Iteration 20F: 3 clusters Score -401262.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -401267.593750 Penalty: 2832.820801
	Iteration 21Q: 3 clusters Score -401267.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -401273.781250 Penalty: 2832.820801
	Iteration 22Q: 3 clusters Score -401273.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -401279.718750 Penalty: 2832.820801
	Iteration 23Q: 3 clusters Score -401279.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -401282.406250 Penalty: 2832.820801
	Iteration 24Q: 3 clusters Score -401282.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -401284.718750 Penalty: 2832.820801
	Iteration 25Q: 3 clusters Score -401284.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -401285.656250 Penalty: 2832.820801
	Iteration 26Q: 3 clusters Score -401285.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -401287.531250 Penalty: 2832.820801
	Iteration 27Q: 3 clusters Score -401287.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -401288.937500 Penalty: 2832.820801
	Iteration 28Q: 3 clusters Score -401288.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -401290.843750 Penalty: 2832.820801
	Iteration 29Q: 3 clusters Score -401290.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -401291.375000 Penalty: 2832.820801
	Iteration 30Q: 3 clusters Score -401291.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -401294.562500 Penalty: 2832.820801
	Iteration 31Q: 3 clusters Score -401294.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -401297.062500 Penalty: 2832.820801
	Iteration 32Q: 3 clusters Score -401297.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -401300.218750 Penalty: 2832.820801
	Iteration 33Q: 3 clusters Score -401300.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -401301.031250 Penalty: 2832.820801
	Iteration 34Q: 3 clusters Score -401301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -401302.062500 Penalty: 2832.820801
	Iteration 35Q: 3 clusters Score -401302.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -401304.593750 Penalty: 2832.820801
	Iteration 36Q: 3 clusters Score -401304.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -401306.718750 Penalty: 2832.820801
	Iteration 37Q: 3 clusters Score -401306.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -401307.531250 Penalty: 2832.820801
	Iteration 38Q: 3 clusters Score -401307.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -401309.156250 Penalty: 2832.820801
	Iteration 39Q: 3 clusters Score -401309.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -401311.781250 Penalty: 2832.820801
	Iteration 40F: 3 clusters Score -401311.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -401313.625000 Penalty: 2832.820801
	Iteration 41Q: 3 clusters Score -401313.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -401315.531250 Penalty: 2832.820801
	Iteration 42Q: 3 clusters Score -401315.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -401316.781250 Penalty: 2832.820801
	Iteration 43Q: 3 clusters Score -401316.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -401317.843750 Penalty: 2832.820801
	Iteration 44Q: 3 clusters Score -401317.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -401318.281250 Penalty: 2832.820801
	Iteration 45Q: 3 clusters Score -401318.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -401318.875000 Penalty: 2832.820801
	Iteration 46Q: 3 clusters Score -401318.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -401319.031250 Penalty: 2832.820801
	Iteration 47Q: 3 clusters Score -401319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -401320.281250 Penalty: 2832.820801
	Iteration 48Q: 3 clusters Score -401320.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -401320.937500 Penalty: 2832.820801
	Iteration 49Q: 3 clusters Score -401320.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -401321.781250 Penalty: 2832.820801
	Iteration 50Q: 3 clusters Score -401321.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -401323.437500 Penalty: 2832.820801
	Iteration 51Q: 3 clusters Score -401323.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -401323.437500 Penalty: 2832.820801
	Iteration 52F: 3 clusters Score -401323.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (51799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51799 members 
Entering Unmasked Estep 
Score: -3347983.500000 Penalty: 1763.958008
	Iteration 0F: 2 clusters Score -3347984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -3313477.750000 Penalty: 3527.916016
	Iteration 0F: 3 clusters Score -3313478 nChanged 24153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -3327956.250000 Penalty: 3527.916016
	Iteration 1F: 3 clusters Score -3327956 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -3329146.250000 Penalty: 3527.916016
	Iteration 2Q: 3 clusters Score -3329146 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -3330883.000000 Penalty: 3527.916016
	Iteration 3F: 3 clusters Score -3330883 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -3333204.500000 Penalty: 3527.916016
	Iteration 4F: 3 clusters Score -3333204 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -3336078.000000 Penalty: 3527.916016
	Iteration 5F: 3 clusters Score -3336078 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -3339195.000000 Penalty: 3527.916016
	Iteration 6F: 3 clusters Score -3339195 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 43383 members 
Entering Unmasked Estep 
Score: -3342004.000000 Penalty: 3527.916016
	Iteration 7F: 3 clusters Score -3342004 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
Score: -3343952.500000 Penalty: 3527.916016
	Iteration 8Q: 3 clusters Score -3343952 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -3345194.250000 Penalty: 3527.916016
	Iteration 9Q: 3 clusters Score -3345194 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 46807 members 
Entering Unmasked Estep 
Score: -3345966.250000 Penalty: 3527.916016
	Iteration 10Q: 3 clusters Score -3345966 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 47215 members 
Entering Unmasked Estep 
Score: -3346492.500000 Penalty: 3527.916016
	Iteration 11Q: 3 clusters Score -3346492 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 47497 members 
Entering Unmasked Estep 
Score: -3346830.000000 Penalty: 3527.916016
	Iteration 12Q: 3 clusters Score -3346830 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 47696 members 
Entering Unmasked Estep 
Score: -3347039.250000 Penalty: 3527.916016
	Iteration 13Q: 3 clusters Score -3347039 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
Score: -3347148.500000 Penalty: 3527.916016
	Iteration 14Q: 3 clusters Score -3347148 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 47968 members 
Entering Unmasked Estep 
Score: -3347226.750000 Penalty: 3527.916016
	Iteration 15Q: 3 clusters Score -3347227 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 48074 members 
Entering Unmasked Estep 
Score: -3347298.250000 Penalty: 3527.916016
	Iteration 16Q: 3 clusters Score -3347298 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 48150 members 
Entering Unmasked Estep 
Score: -3347324.000000 Penalty: 3527.916016
	Iteration 17Q: 3 clusters Score -3347324 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 48213 members 
Entering Unmasked Estep 
Score: -3347343.000000 Penalty: 3527.916016
	Iteration 18Q: 3 clusters Score -3347343 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 48262 members 
Entering Unmasked Estep 
Score: -3347352.000000 Penalty: 3527.916016
	Iteration 19Q: 3 clusters Score -3347352 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 48299 members 
Entering Unmasked Estep 
Score: -3347366.500000 Penalty: 3527.916016
	Iteration 20F: 3 clusters Score -3347366 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 48332 members 
Entering Unmasked Estep 
Score: -3347367.000000 Penalty: 3527.916016
	Iteration 21Q: 3 clusters Score -3347367 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 48361 members 
Entering Unmasked Estep 
Score: -3347371.750000 Penalty: 3527.916016
	Iteration 22Q: 3 clusters Score -3347372 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 48386 members 
Entering Unmasked Estep 
Score: -3347374.000000 Penalty: 3527.916016
	Iteration 23Q: 3 clusters Score -3347374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 48413 members 
Entering Unmasked Estep 
Score: -3347372.500000 Penalty: 3527.916016
	Iteration 24Q: 3 clusters Score -3347372 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 48438 members 
Entering Unmasked Estep 
Score: -3347379.250000 Penalty: 3527.916016
	Iteration 25Q: 3 clusters Score -3347379 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 48466 members 
Entering Unmasked Estep 
Score: -3347374.500000 Penalty: 3527.916016
	Iteration 26Q: 3 clusters Score -3347374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 48481 members 
Entering Unmasked Estep 
Score: -3347378.500000 Penalty: 3527.916016
	Iteration 27Q: 3 clusters Score -3347378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 48497 members 
Entering Unmasked Estep 
Score: -3347384.250000 Penalty: 3527.916016
	Iteration 28Q: 3 clusters Score -3347384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 48507 members 
Entering Unmasked Estep 
Score: -3347390.750000 Penalty: 3527.916016
	Iteration 29Q: 3 clusters Score -3347391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 48512 members 
Entering Unmasked Estep 
Score: -3347392.000000 Penalty: 3527.916016
	Iteration 30Q: 3 clusters Score -3347392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -3347389.500000 Penalty: 3527.916016
	Iteration 31Q: 3 clusters Score -3347390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 48523 members 
Entering Unmasked Estep 
Score: -3347389.250000 Penalty: 3527.916016
	Iteration 32Q: 3 clusters Score -3347389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 48524 members 
Entering Unmasked Estep 
Score: -3347387.250000 Penalty: 3527.916016
	Iteration 33Q: 3 clusters Score -3347387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 48525 members 
Entering Unmasked Estep 
Score: -3347389.500000 Penalty: 3527.916016
	Iteration 34Q: 3 clusters Score -3347390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 48526 members 
Entering Unmasked Estep 
Score: -3347389.750000 Penalty: 3527.916016
	Iteration 35Q: 3 clusters Score -3347390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 48527 members 
Entering Unmasked Estep 
Score: -3347390.000000 Penalty: 3527.916016
	Iteration 36Q: 3 clusters Score -3347390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 48529 members 
Entering Unmasked Estep 
Score: -3347390.250000 Penalty: 3527.916016
	Iteration 37Q: 3 clusters Score -3347390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 48531 members 
Entering Unmasked Estep 
Score: -3347392.250000 Penalty: 3527.916016
	Iteration 38Q: 3 clusters Score -3347392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -3347392.500000 Penalty: 3527.916016
	Iteration 39Q: 3 clusters Score -3347392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -3347391.750000 Penalty: 3527.916016
	Iteration 40F: 3 clusters Score -3347392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Entering Unmasked Estep 
Score: -351201.031250 Penalty: 1424.488403
	Iteration 0F: 2 clusters Score -351201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -346406.656250 Penalty: 2848.976807
	Iteration 0F: 3 clusters Score -346406.7 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -348018.500000 Penalty: 2848.976807
	Iteration 1F: 3 clusters Score -348018.5 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -348311.218750 Penalty: 2848.976807
	Iteration 2F: 3 clusters Score -348311.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -348549.843750 Penalty: 2848.976807
	Iteration 3F: 3 clusters Score -348549.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -348757.500000 Penalty: 2848.976807
	Iteration 4F: 3 clusters Score -348757.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -348911.656250 Penalty: 2848.976807
	Iteration 5Q: 3 clusters Score -348911.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -349025.718750 Penalty: 2848.976807
	Iteration 6Q: 3 clusters Score -349025.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -349157.906250 Penalty: 2848.976807
	Iteration 7Q: 3 clusters Score -349157.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -349288.218750 Penalty: 2848.976807
	Iteration 8Q: 3 clusters Score -349288.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -349403.375000 Penalty: 2848.976807
	Iteration 9Q: 3 clusters Score -349403.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -349488.125000 Penalty: 2848.976807
	Iteration 10Q: 3 clusters Score -349488.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -349557.593750 Penalty: 2848.976807
	Iteration 11Q: 3 clusters Score -349557.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -349631.968750 Penalty: 2848.976807
	Iteration 12Q: 3 clusters Score -349632 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -349700.968750 Penalty: 2848.976807
	Iteration 13Q: 3 clusters Score -349701 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -349750.062500 Penalty: 2848.976807
	Iteration 14Q: 3 clusters Score -349750.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -349797.343750 Penalty: 2848.976807
	Iteration 15Q: 3 clusters Score -349797.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -349838.687500 Penalty: 2848.976807
	Iteration 16Q: 3 clusters Score -349838.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -349867.843750 Penalty: 2848.976807
	Iteration 17Q: 3 clusters Score -349867.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -349898.562500 Penalty: 2848.976807
	Iteration 18Q: 3 clusters Score -349898.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -349932.281250 Penalty: 2848.976807
	Iteration 19Q: 3 clusters Score -349932.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -349968.531250 Penalty: 2848.976807
	Iteration 20F: 3 clusters Score -349968.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -350011.500000 Penalty: 2848.976807
	Iteration 21Q: 3 clusters Score -350011.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -350046.468750 Penalty: 2848.976807
	Iteration 22Q: 3 clusters Score -350046.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -350091.343750 Penalty: 2848.976807
	Iteration 23Q: 3 clusters Score -350091.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -350126.031250 Penalty: 2848.976807
	Iteration 24Q: 3 clusters Score -350126 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -350153.375000 Penalty: 2848.976807
	Iteration 25Q: 3 clusters Score -350153.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -350177.468750 Penalty: 2848.976807
	Iteration 26Q: 3 clusters Score -350177.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -350195.718750 Penalty: 2848.976807
	Iteration 27Q: 3 clusters Score -350195.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -350223.875000 Penalty: 2848.976807
	Iteration 28Q: 3 clusters Score -350223.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -350249.531250 Penalty: 2848.976807
	Iteration 29Q: 3 clusters Score -350249.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -350272.531250 Penalty: 2848.976807
	Iteration 30Q: 3 clusters Score -350272.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -350292.843750 Penalty: 2848.976807
	Iteration 31Q: 3 clusters Score -350292.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -350312.187500 Penalty: 2848.976807
	Iteration 32Q: 3 clusters Score -350312.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -350333.312500 Penalty: 2848.976807
	Iteration 33Q: 3 clusters Score -350333.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -350353.031250 Penalty: 2848.976807
	Iteration 34Q: 3 clusters Score -350353 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -350371.656250 Penalty: 2848.976807
	Iteration 35Q: 3 clusters Score -350371.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -350389.250000 Penalty: 2848.976807
	Iteration 36Q: 3 clusters Score -350389.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -350402.031250 Penalty: 2848.976807
	Iteration 37Q: 3 clusters Score -350402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -350410.312500 Penalty: 2848.976807
	Iteration 38Q: 3 clusters Score -350410.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -350425.468750 Penalty: 2848.976807
	Iteration 39Q: 3 clusters Score -350425.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -350442.781250 Penalty: 2848.976807
	Iteration 40F: 3 clusters Score -350442.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -350455.812500 Penalty: 2848.976807
	Iteration 41Q: 3 clusters Score -350455.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -350467.406250 Penalty: 2848.976807
	Iteration 42Q: 3 clusters Score -350467.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -350474.125000 Penalty: 2848.976807
	Iteration 43Q: 3 clusters Score -350474.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -350480.687500 Penalty: 2848.976807
	Iteration 44Q: 3 clusters Score -350480.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -350485.281250 Penalty: 2848.976807
	Iteration 45Q: 3 clusters Score -350485.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -350490.656250 Penalty: 2848.976807
	Iteration 46Q: 3 clusters Score -350490.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -350493.156250 Penalty: 2848.976807
	Iteration 47Q: 3 clusters Score -350493.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -350494.250000 Penalty: 2848.976807
	Iteration 48Q: 3 clusters Score -350494.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -350495.718750 Penalty: 2848.976807
	Iteration 49Q: 3 clusters Score -350495.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -350496.687500 Penalty: 2848.976807
	Iteration 50Q: 3 clusters Score -350496.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -350498.031250 Penalty: 2848.976807
	Iteration 51Q: 3 clusters Score -350498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -350498.843750 Penalty: 2848.976807
	Iteration 52Q: 3 clusters Score -350498.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -350500.437500 Penalty: 2848.976807
	Iteration 53Q: 3 clusters Score -350500.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -350504.062500 Penalty: 2848.976807
	Iteration 54Q: 3 clusters Score -350504.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -350504.718750 Penalty: 2848.976807
	Iteration 55Q: 3 clusters Score -350504.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -350504.906250 Penalty: 2848.976807
	Iteration 56Q: 3 clusters Score -350504.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -350505.218750 Penalty: 2848.976807
	Iteration 57Q: 3 clusters Score -350505.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -350506.687500 Penalty: 2848.976807
	Iteration 58Q: 3 clusters Score -350506.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -350507.250000 Penalty: 2848.976807
	Iteration 59Q: 3 clusters Score -350507.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -350509.156250 Penalty: 2848.976807
	Iteration 60F: 3 clusters Score -350509.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (77045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77045 members 
Entering Unmasked Estep 
Score: -4838506.000000 Penalty: 1828.473511
	Iteration 0F: 2 clusters Score -4838506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -4786916.500000 Penalty: 3656.947021
	Iteration 0F: 3 clusters Score -4786916 nChanged 36581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
Score: -4808051.000000 Penalty: 3656.947021
	Iteration 1F: 3 clusters Score -4808051 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -4809156.500000 Penalty: 3656.947021
	Iteration 2Q: 3 clusters Score -4809156 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -4810799.000000 Penalty: 3656.947021
	Iteration 3Q: 3 clusters Score -4810799 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 50277 members 
Entering Unmasked Estep 
Score: -4813521.000000 Penalty: 3656.947021
	Iteration 4F: 3 clusters Score -4813521 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 55761 members 
Entering Unmasked Estep 
Score: -4817912.000000 Penalty: 3656.947021
	Iteration 5F: 3 clusters Score -4817912 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 62136 members 
Entering Unmasked Estep 
Score: -4823676.500000 Penalty: 3656.947021
	Iteration 6F: 3 clusters Score -4823676 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 67934 members 
Entering Unmasked Estep 
Score: -4829088.000000 Penalty: 3656.947021
	Iteration 7F: 3 clusters Score -4829088 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 71964 members 
Entering Unmasked Estep 
Score: -4832745.000000 Penalty: 3656.947021
	Iteration 8F: 3 clusters Score -4832745 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 74299 members 
Entering Unmasked Estep 
Score: -4834815.000000 Penalty: 3656.947021
	Iteration 9Q: 3 clusters Score -4834815 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 75521 members 
Entering Unmasked Estep 
Score: -4835890.500000 Penalty: 3656.947021
	Iteration 10Q: 3 clusters Score -4835890 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 76086 members 
Entering Unmasked Estep 
Score: -4836403.500000 Penalty: 3656.947021
	Iteration 11Q: 3 clusters Score -4836404 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 76325 members 
Entering Unmasked Estep 
Score: -4836621.500000 Penalty: 3656.947021
	Iteration 12Q: 3 clusters Score -4836622 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 76429 members 
Entering Unmasked Estep 
Score: -4836764.000000 Penalty: 3656.947021
	Iteration 13Q: 3 clusters Score -4836764 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 76491 members 
Entering Unmasked Estep 
Score: -4836893.000000 Penalty: 3656.947021
	Iteration 14Q: 3 clusters Score -4836893 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 76506 members 
Entering Unmasked Estep 
Score: -4836961.000000 Penalty: 3656.947021
	Iteration 15Q: 3 clusters Score -4836961 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 76514 members 
Entering Unmasked Estep 
Score: -4837013.500000 Penalty: 3656.947021
	Iteration 16Q: 3 clusters Score -4837014 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 76523 members 
Entering Unmasked Estep 
Score: -4837050.500000 Penalty: 3656.947021
	Iteration 17Q: 3 clusters Score -4837050 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 76529 members 
Entering Unmasked Estep 
Score: -4837091.500000 Penalty: 3656.947021
	Iteration 18Q: 3 clusters Score -4837092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 76532 members 
Entering Unmasked Estep 
Score: -4837095.000000 Penalty: 3656.947021
	Iteration 19Q: 3 clusters Score -4837095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 76533 members 
Entering Unmasked Estep 
Score: -4837103.500000 Penalty: 3656.947021
	Iteration 20F: 3 clusters Score -4837104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 76535 members 
Entering Unmasked Estep 
Score: -4837101.000000 Penalty: 3656.947021
	Iteration 21Q: 3 clusters Score -4837101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 76535 members 
Entering Unmasked Estep 
Score: -4837104.000000 Penalty: 3656.947021
	Iteration 22Q: 3 clusters Score -4837104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 76535 members 
Entering Unmasked Estep 
Score: -4837099.500000 Penalty: 3656.947021
	Iteration 23Q: 3 clusters Score -4837100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 76533 members 
Entering Unmasked Estep 
Score: -4837100.000000 Penalty: 3656.947021
	Iteration 24Q: 3 clusters Score -4837100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 76531 members 
Entering Unmasked Estep 
Score: -4837101.000000 Penalty: 3656.947021
	Iteration 25Q: 3 clusters Score -4837101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 76530 members 
Entering Unmasked Estep 
Score: -4837099.000000 Penalty: 3656.947021
	Iteration 26Q: 3 clusters Score -4837099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 76529 members 
Entering Unmasked Estep 
Score: -4837100.500000 Penalty: 3656.947021
	Iteration 27Q: 3 clusters Score -4837100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 76528 members 
Entering Unmasked Estep 
Score: -4837098.500000 Penalty: 3656.947021
	Iteration 28Q: 3 clusters Score -4837098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 76528 members 
Entering Unmasked Estep 
Score: -4837098.500000 Penalty: 3656.947021
	Iteration 29F: 3 clusters Score -4837098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Entering Unmasked Estep 
Score: -297807.968750 Penalty: 1364.265015
	Iteration 0F: 2 clusters Score -297808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -294199.812500 Penalty: 2728.530029
	Iteration 0F: 3 clusters Score -294199.8 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -295176.031250 Penalty: 2728.530029
	Iteration 1F: 3 clusters Score -295176 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -295398.875000 Penalty: 2728.530029
	Iteration 2F: 3 clusters Score -295398.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -295527.218750 Penalty: 2728.530029
	Iteration 3F: 3 clusters Score -295527.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -295635.687500 Penalty: 2728.530029
	Iteration 4Q: 3 clusters Score -295635.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -295747.718750 Penalty: 2728.530029
	Iteration 5Q: 3 clusters Score -295747.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -295847.781250 Penalty: 2728.530029
	Iteration 6Q: 3 clusters Score -295847.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -295964.718750 Penalty: 2728.530029
	Iteration 7Q: 3 clusters Score -295964.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -296074.031250 Penalty: 2728.530029
	Iteration 8Q: 3 clusters Score -296074 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -296187.562500 Penalty: 2728.530029
	Iteration 9Q: 3 clusters Score -296187.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -296280.656250 Penalty: 2728.530029
	Iteration 10Q: 3 clusters Score -296280.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -296359.718750 Penalty: 2728.530029
	Iteration 11Q: 3 clusters Score -296359.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -296433.656250 Penalty: 2728.530029
	Iteration 12Q: 3 clusters Score -296433.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -296485.687500 Penalty: 2728.530029
	Iteration 13Q: 3 clusters Score -296485.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -296517.250000 Penalty: 2728.530029
	Iteration 14Q: 3 clusters Score -296517.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -296537.562500 Penalty: 2728.530029
	Iteration 15Q: 3 clusters Score -296537.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -296551.437500 Penalty: 2728.530029
	Iteration 16Q: 3 clusters Score -296551.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -296566.562500 Penalty: 2728.530029
	Iteration 17Q: 3 clusters Score -296566.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -296570.718750 Penalty: 2728.530029
	Iteration 18Q: 3 clusters Score -296570.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -296571.593750 Penalty: 2728.530029
	Iteration 19Q: 3 clusters Score -296571.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -296574.437500 Penalty: 2728.530029
	Iteration 20F: 3 clusters Score -296574.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -296576.968750 Penalty: 2728.530029
	Iteration 21Q: 3 clusters Score -296577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -296582.468750 Penalty: 2728.530029
	Iteration 22Q: 3 clusters Score -296582.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -296586.000000 Penalty: 2728.530029
	Iteration 23Q: 3 clusters Score -296586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -296589.375000 Penalty: 2728.530029
	Iteration 24Q: 3 clusters Score -296589.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -296591.468750 Penalty: 2728.530029
	Iteration 25Q: 3 clusters Score -296591.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -296591.687500 Penalty: 2728.530029
	Iteration 26Q: 3 clusters Score -296591.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -296591.687500 Penalty: 2728.530029
	Iteration 27F: 3 clusters Score -296591.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Entering Unmasked Estep 
Score: -624394.875000 Penalty: 1488.738159
	Iteration 0F: 2 clusters Score -624394.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -617491.312500 Penalty: 2977.476318
	Iteration 0F: 3 clusters Score -617491.3 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -619628.187500 Penalty: 2977.476318
	Iteration 1F: 3 clusters Score -619628.2 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -619847.500000 Penalty: 2977.476318
	Iteration 2F: 3 clusters Score -619847.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -620000.625000 Penalty: 2977.476318
	Iteration 3Q: 3 clusters Score -620000.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -620104.437500 Penalty: 2977.476318
	Iteration 4Q: 3 clusters Score -620104.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -620199.250000 Penalty: 2977.476318
	Iteration 5Q: 3 clusters Score -620199.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -620271.437500 Penalty: 2977.476318
	Iteration 6Q: 3 clusters Score -620271.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -620324.625000 Penalty: 2977.476318
	Iteration 7Q: 3 clusters Score -620324.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -620385.750000 Penalty: 2977.476318
	Iteration 8Q: 3 clusters Score -620385.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -620444.375000 Penalty: 2977.476318
	Iteration 9Q: 3 clusters Score -620444.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -620519.937500 Penalty: 2977.476318
	Iteration 10Q: 3 clusters Score -620519.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -620619.437500 Penalty: 2977.476318
	Iteration 11Q: 3 clusters Score -620619.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -620775.625000 Penalty: 2977.476318
	Iteration 12Q: 3 clusters Score -620775.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -620992.500000 Penalty: 2977.476318
	Iteration 13Q: 3 clusters Score -620992.5 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -621347.312500 Penalty: 2977.476318
	Iteration 14Q: 3 clusters Score -621347.3 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -621807.937500 Penalty: 2977.476318
	Iteration 15F: 3 clusters Score -621807.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -622261.812500 Penalty: 2977.476318
	Iteration 16F: 3 clusters Score -622261.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -622599.875000 Penalty: 2977.476318
	Iteration 17Q: 3 clusters Score -622599.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -622800.875000 Penalty: 2977.476318
	Iteration 18Q: 3 clusters Score -622800.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -622933.812500 Penalty: 2977.476318
	Iteration 19Q: 3 clusters Score -622933.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -623015.625000 Penalty: 2977.476318
	Iteration 20F: 3 clusters Score -623015.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -623089.000000 Penalty: 2977.476318
	Iteration 21Q: 3 clusters Score -623089 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -623138.187500 Penalty: 2977.476318
	Iteration 22Q: 3 clusters Score -623138.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -623170.437500 Penalty: 2977.476318
	Iteration 23Q: 3 clusters Score -623170.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -623190.125000 Penalty: 2977.476318
	Iteration 24Q: 3 clusters Score -623190.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -623203.062500 Penalty: 2977.476318
	Iteration 25Q: 3 clusters Score -623203.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -623209.187500 Penalty: 2977.476318
	Iteration 26Q: 3 clusters Score -623209.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -623211.062500 Penalty: 2977.476318
	Iteration 27Q: 3 clusters Score -623211.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -623214.187500 Penalty: 2977.476318
	Iteration 28Q: 3 clusters Score -623214.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -623218.687500 Penalty: 2977.476318
	Iteration 29Q: 3 clusters Score -623218.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -623222.125000 Penalty: 2977.476318
	Iteration 30Q: 3 clusters Score -623222.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -623225.125000 Penalty: 2977.476318
	Iteration 31Q: 3 clusters Score -623225.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -623226.500000 Penalty: 2977.476318
	Iteration 32Q: 3 clusters Score -623226.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -623226.750000 Penalty: 2977.476318
	Iteration 33Q: 3 clusters Score -623226.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -623229.125000 Penalty: 2977.476318
	Iteration 34Q: 3 clusters Score -623229.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -623233.312500 Penalty: 2977.476318
	Iteration 35Q: 3 clusters Score -623233.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -623234.875000 Penalty: 2977.476318
	Iteration 36Q: 3 clusters Score -623234.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -623237.312500 Penalty: 2977.476318
	Iteration 37Q: 3 clusters Score -623237.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -623237.437500 Penalty: 2977.476318
	Iteration 38Q: 3 clusters Score -623237.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -623238.062500 Penalty: 2977.476318
	Iteration 39Q: 3 clusters Score -623238.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -623236.687500 Penalty: 2977.476318
	Iteration 40F: 3 clusters Score -623236.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -623238.750000 Penalty: 2977.476318
	Iteration 41Q: 3 clusters Score -623238.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -623241.000000 Penalty: 2977.476318
	Iteration 42Q: 3 clusters Score -623241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -623240.812500 Penalty: 2977.476318
	Iteration 43Q: 3 clusters Score -623240.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -623242.000000 Penalty: 2977.476318
	Iteration 44Q: 3 clusters Score -623242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -623244.125000 Penalty: 2977.476318
	Iteration 45Q: 3 clusters Score -623244.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -623246.375000 Penalty: 2977.476318
	Iteration 46Q: 3 clusters Score -623246.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -623246.562500 Penalty: 2977.476318
	Iteration 47Q: 3 clusters Score -623246.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -623248.000000 Penalty: 2977.476318
	Iteration 48Q: 3 clusters Score -623248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -623246.750000 Penalty: 2977.476318
	Iteration 49Q: 3 clusters Score -623246.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -623247.812500 Penalty: 2977.476318
	Iteration 50Q: 3 clusters Score -623247.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -623246.875000 Penalty: 2977.476318
	Iteration 51Q: 3 clusters Score -623246.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -623248.937500 Penalty: 2977.476318
	Iteration 52Q: 3 clusters Score -623248.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -623248.937500 Penalty: 2977.476318
	Iteration 53F: 3 clusters Score -623248.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Entering Unmasked Estep 
Score: -304558.406250 Penalty: 1377.782349
	Iteration 0F: 2 clusters Score -304558.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -300649.343750 Penalty: 2755.564697
	Iteration 0F: 3 clusters Score -300649.3 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -301719.375000 Penalty: 2755.564697
	Iteration 1F: 3 clusters Score -301719.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -301888.750000 Penalty: 2755.564697
	Iteration 2F: 3 clusters Score -301888.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -302012.656250 Penalty: 2755.564697
	Iteration 3Q: 3 clusters Score -302012.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -302116.000000 Penalty: 2755.564697
	Iteration 4Q: 3 clusters Score -302116 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -302217.000000 Penalty: 2755.564697
	Iteration 5Q: 3 clusters Score -302217 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -302328.000000 Penalty: 2755.564697
	Iteration 6Q: 3 clusters Score -302328 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -302433.531250 Penalty: 2755.564697
	Iteration 7Q: 3 clusters Score -302433.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -302540.218750 Penalty: 2755.564697
	Iteration 8Q: 3 clusters Score -302540.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -302639.125000 Penalty: 2755.564697
	Iteration 9Q: 3 clusters Score -302639.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -302748.500000 Penalty: 2755.564697
	Iteration 10Q: 3 clusters Score -302748.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -302851.718750 Penalty: 2755.564697
	Iteration 11Q: 3 clusters Score -302851.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -302948.750000 Penalty: 2755.564697
	Iteration 12Q: 3 clusters Score -302948.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -303027.781250 Penalty: 2755.564697
	Iteration 13Q: 3 clusters Score -303027.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -303093.687500 Penalty: 2755.564697
	Iteration 14Q: 3 clusters Score -303093.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -303169.750000 Penalty: 2755.564697
	Iteration 15Q: 3 clusters Score -303169.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -303229.687500 Penalty: 2755.564697
	Iteration 16Q: 3 clusters Score -303229.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -303277.156250 Penalty: 2755.564697
	Iteration 17Q: 3 clusters Score -303277.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -303321.062500 Penalty: 2755.564697
	Iteration 18Q: 3 clusters Score -303321.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -303341.812500 Penalty: 2755.564697
	Iteration 19Q: 3 clusters Score -303341.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -303356.406250 Penalty: 2755.564697
	Iteration 20F: 3 clusters Score -303356.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -303367.187500 Penalty: 2755.564697
	Iteration 21Q: 3 clusters Score -303367.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -303375.625000 Penalty: 2755.564697
	Iteration 22Q: 3 clusters Score -303375.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -303379.125000 Penalty: 2755.564697
	Iteration 23Q: 3 clusters Score -303379.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -303382.125000 Penalty: 2755.564697
	Iteration 24Q: 3 clusters Score -303382.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -303384.593750 Penalty: 2755.564697
	Iteration 25Q: 3 clusters Score -303384.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -303385.812500 Penalty: 2755.564697
	Iteration 26Q: 3 clusters Score -303385.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -303387.906250 Penalty: 2755.564697
	Iteration 27Q: 3 clusters Score -303387.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -303387.656250 Penalty: 2755.564697
	Iteration 28Q: 3 clusters Score -303387.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -303387.656250 Penalty: 2755.564697
	Iteration 29F: 3 clusters Score -303387.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (453414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453414 members 
Entering Unmasked Estep 
Score: -28785710.000000 Penalty: 2116.491211
	Iteration 0F: 2 clusters Score -2.878571e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226540 members 
Mstep: Class 2 contains 226874 members 
Entering Unmasked Estep 
Score: -28479370.000000 Penalty: 4232.982422
	Iteration 0F: 3 clusters Score -2.847937e+07 nChanged 222160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227280 members 
Mstep: Class 2 contains 226134 members 
Entering Unmasked Estep 
Score: -28613018.000000 Penalty: 4232.982422
	Iteration 1F: 3 clusters Score -2.861302e+07 nChanged 12310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228074 members 
Mstep: Class 2 contains 225340 members 
Entering Unmasked Estep 
Score: -28615674.000000 Penalty: 4232.982422
	Iteration 2Q: 3 clusters Score -2.861567e+07 nChanged 14131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229227 members 
Mstep: Class 2 contains 224187 members 
Entering Unmasked Estep 
Score: -28619434.000000 Penalty: 4232.982422
	Iteration 3Q: 3 clusters Score -2.861943e+07 nChanged 16329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230626 members 
Mstep: Class 2 contains 222788 members 
Entering Unmasked Estep 
Score: -28624114.000000 Penalty: 4232.982422
	Iteration 4Q: 3 clusters Score -2.862411e+07 nChanged 18323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232027 members 
Mstep: Class 2 contains 221387 members 
Entering Unmasked Estep 
Score: -28630378.000000 Penalty: 4232.982422
	Iteration 5Q: 3 clusters Score -2.863038e+07 nChanged 19565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232980 members 
Mstep: Class 2 contains 220434 members 
Entering Unmasked Estep 
Score: -28637076.000000 Penalty: 4232.982422
	Iteration 6Q: 3 clusters Score -2.863708e+07 nChanged 19526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233140 members 
Mstep: Class 2 contains 220274 members 
Entering Unmasked Estep 
Score: -28643136.000000 Penalty: 4232.982422
	Iteration 7Q: 3 clusters Score -2.864314e+07 nChanged 18516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232274 members 
Mstep: Class 2 contains 221140 members 
Entering Unmasked Estep 
Score: -28648924.000000 Penalty: 4232.982422
	Iteration 8Q: 3 clusters Score -2.864892e+07 nChanged 16768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230060 members 
Mstep: Class 2 contains 223354 members 
Entering Unmasked Estep 
Score: -28653858.000000 Penalty: 4232.982422
	Iteration 9Q: 3 clusters Score -2.865386e+07 nChanged 15299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226243 members 
Mstep: Class 2 contains 227171 members 
Entering Unmasked Estep 
Score: -28657984.000000 Penalty: 4232.982422
	Iteration 10Q: 3 clusters Score -2.865798e+07 nChanged 14407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220386 members 
Mstep: Class 2 contains 233028 members 
Entering Unmasked Estep 
Score: -28661822.000000 Penalty: 4232.982422
	Iteration 11Q: 3 clusters Score -2.866182e+07 nChanged 14202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212286 members 
Mstep: Class 2 contains 241128 members 
Entering Unmasked Estep 
Score: -28666412.000000 Penalty: 4232.982422
	Iteration 12Q: 3 clusters Score -2.866641e+07 nChanged 15053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201843 members 
Mstep: Class 2 contains 251571 members 
Entering Unmasked Estep 
Score: -28672280.000000 Penalty: 4232.982422
	Iteration 13Q: 3 clusters Score -2.867228e+07 nChanged 16937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188980 members 
Mstep: Class 2 contains 264434 members 
Entering Unmasked Estep 
Score: -28679750.000000 Penalty: 4232.982422
	Iteration 14Q: 3 clusters Score -2.867975e+07 nChanged 18831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174497 members 
Mstep: Class 2 contains 278917 members 
Entering Unmasked Estep 
Score: -28689584.000000 Penalty: 4232.982422
	Iteration 15Q: 3 clusters Score -2.868958e+07 nChanged 20312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159473 members 
Mstep: Class 2 contains 293941 members 
Entering Unmasked Estep 
Score: -28701992.000000 Penalty: 4232.982422
	Iteration 16Q: 3 clusters Score -2.870199e+07 nChanged 20042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145903 members 
Mstep: Class 2 contains 307511 members 
Entering Unmasked Estep 
Score: -28714100.000000 Penalty: 4232.982422
	Iteration 17Q: 3 clusters Score -2.87141e+07 nChanged 17885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134718 members 
Mstep: Class 2 contains 318696 members 
Entering Unmasked Estep 
Score: -28724212.000000 Penalty: 4232.982422
	Iteration 18Q: 3 clusters Score -2.872421e+07 nChanged 14330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125916 members 
Mstep: Class 2 contains 327498 members 
Entering Unmasked Estep 
Score: -28730834.000000 Penalty: 4232.982422
	Iteration 19Q: 3 clusters Score -2.873083e+07 nChanged 10916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118684 members 
Mstep: Class 2 contains 334730 members 
Entering Unmasked Estep 
Score: -28735126.000000 Penalty: 4232.982422
	Iteration 20F: 3 clusters Score -2.873513e+07 nChanged 8490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112366 members 
Mstep: Class 2 contains 341048 members 
Entering Unmasked Estep 
Score: -28738520.000000 Penalty: 4232.982422
	Iteration 21Q: 3 clusters Score -2.873852e+07 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106686 members 
Mstep: Class 2 contains 346728 members 
Entering Unmasked Estep 
Score: -28740896.000000 Penalty: 4232.982422
	Iteration 22Q: 3 clusters Score -2.87409e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101387 members 
Mstep: Class 2 contains 352027 members 
Entering Unmasked Estep 
Score: -28742730.000000 Penalty: 4232.982422
	Iteration 23Q: 3 clusters Score -2.874273e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96288 members 
Mstep: Class 2 contains 357126 members 
Entering Unmasked Estep 
Score: -28744412.000000 Penalty: 4232.982422
	Iteration 24Q: 3 clusters Score -2.874441e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91243 members 
Mstep: Class 2 contains 362171 members 
Entering Unmasked Estep 
Score: -28746098.000000 Penalty: 4232.982422
	Iteration 25Q: 3 clusters Score -2.87461e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86253 members 
Mstep: Class 2 contains 367161 members 
Entering Unmasked Estep 
Score: -28747714.000000 Penalty: 4232.982422
	Iteration 26Q: 3 clusters Score -2.874771e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81223 members 
Mstep: Class 2 contains 372191 members 
Entering Unmasked Estep 
Score: -28749470.000000 Penalty: 4232.982422
	Iteration 27Q: 3 clusters Score -2.874947e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76031 members 
Mstep: Class 2 contains 377383 members 
Entering Unmasked Estep 
Score: -28751272.000000 Penalty: 4232.982422
	Iteration 28Q: 3 clusters Score -2.875127e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70759 members 
Mstep: Class 2 contains 382655 members 
Entering Unmasked Estep 
Score: -28753106.000000 Penalty: 4232.982422
	Iteration 29Q: 3 clusters Score -2.875311e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65400 members 
Mstep: Class 2 contains 388014 members 
Entering Unmasked Estep 
Score: -28755088.000000 Penalty: 4232.982422
	Iteration 30Q: 3 clusters Score -2.875509e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60092 members 
Mstep: Class 2 contains 393322 members 
Entering Unmasked Estep 
Score: -28756854.000000 Penalty: 4232.982422
	Iteration 31Q: 3 clusters Score -2.875685e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54640 members 
Mstep: Class 2 contains 398774 members 
Entering Unmasked Estep 
Score: -28758882.000000 Penalty: 4232.982422
	Iteration 32Q: 3 clusters Score -2.875888e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49171 members 
Mstep: Class 2 contains 404243 members 
Entering Unmasked Estep 
Score: -28761100.000000 Penalty: 4232.982422
	Iteration 33Q: 3 clusters Score -2.87611e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43646 members 
Mstep: Class 2 contains 409768 members 
Entering Unmasked Estep 
Score: -28763306.000000 Penalty: 4232.982422
	Iteration 34Q: 3 clusters Score -2.876331e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 415212 members 
Entering Unmasked Estep 
Score: -28765592.000000 Penalty: 4232.982422
	Iteration 35Q: 3 clusters Score -2.876559e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 420480 members 
Entering Unmasked Estep 
Score: -28767508.000000 Penalty: 4232.982422
	Iteration 36Q: 3 clusters Score -2.876751e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 425554 members 
Entering Unmasked Estep 
Score: -28769816.000000 Penalty: 4232.982422
	Iteration 37Q: 3 clusters Score -2.876982e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 430329 members 
Entering Unmasked Estep 
Score: -28772162.000000 Penalty: 4232.982422
	Iteration 38Q: 3 clusters Score -2.877216e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 434824 members 
Entering Unmasked Estep 
Score: -28774552.000000 Penalty: 4232.982422
	Iteration 39Q: 3 clusters Score -2.877455e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 438728 members 
Entering Unmasked Estep 
Score: -28776582.000000 Penalty: 4232.982422
	Iteration 40F: 3 clusters Score -2.877658e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 442156 members 
Entering Unmasked Estep 
Score: -28778248.000000 Penalty: 4232.982422
	Iteration 41Q: 3 clusters Score -2.877825e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 444916 members 
Entering Unmasked Estep 
Score: -28779740.000000 Penalty: 4232.982422
	Iteration 42Q: 3 clusters Score -2.877974e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 447047 members 
Entering Unmasked Estep 
Score: -28780766.000000 Penalty: 4232.982422
	Iteration 43Q: 3 clusters Score -2.878077e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 448661 members 
Entering Unmasked Estep 
Score: -28781772.000000 Penalty: 4232.982422
	Iteration 44Q: 3 clusters Score -2.878177e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 449800 members 
Entering Unmasked Estep 
Score: -28782300.000000 Penalty: 4232.982422
	Iteration 45Q: 3 clusters Score -2.87823e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 450596 members 
Entering Unmasked Estep 
Score: -28782670.000000 Penalty: 4232.982422
	Iteration 46Q: 3 clusters Score -2.878267e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 451192 members 
Entering Unmasked Estep 
Score: -28783014.000000 Penalty: 4232.982422
	Iteration 47Q: 3 clusters Score -2.878301e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 451590 members 
Entering Unmasked Estep 
Score: -28783222.000000 Penalty: 4232.982422
	Iteration 48Q: 3 clusters Score -2.878322e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 451889 members 
Entering Unmasked Estep 
Score: -28783456.000000 Penalty: 4232.982422
	Iteration 49Q: 3 clusters Score -2.878346e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 452084 members 
Entering Unmasked Estep 
Score: -28783526.000000 Penalty: 4232.982422
	Iteration 50Q: 3 clusters Score -2.878353e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 452201 members 
Entering Unmasked Estep 
Score: -28783590.000000 Penalty: 4232.982422
	Iteration 51Q: 3 clusters Score -2.878359e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 452286 members 
Entering Unmasked Estep 
Score: -28783672.000000 Penalty: 4232.982422
	Iteration 52Q: 3 clusters Score -2.878367e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 452336 members 
Entering Unmasked Estep 
Score: -28783692.000000 Penalty: 4232.982422
	Iteration 53Q: 3 clusters Score -2.878369e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 452381 members 
Entering Unmasked Estep 
Score: -28783702.000000 Penalty: 4232.982422
	Iteration 54Q: 3 clusters Score -2.87837e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 452418 members 
Entering Unmasked Estep 
Score: -28783702.000000 Penalty: 4232.982422
	Iteration 55Q: 3 clusters Score -2.87837e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 452447 members 
Entering Unmasked Estep 
Score: -28783706.000000 Penalty: 4232.982422
	Iteration 56Q: 3 clusters Score -2.878371e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 452472 members 
Entering Unmasked Estep 
Score: -28783730.000000 Penalty: 4232.982422
	Iteration 57Q: 3 clusters Score -2.878373e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 452495 members 
Entering Unmasked Estep 
Score: -28783724.000000 Penalty: 4232.982422
	Iteration 58Q: 3 clusters Score -2.878372e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 452514 members 
Entering Unmasked Estep 
Score: -28783740.000000 Penalty: 4232.982422
	Iteration 59Q: 3 clusters Score -2.878374e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 452532 members 
Entering Unmasked Estep 
Score: -28783726.000000 Penalty: 4232.982422
	Iteration 60F: 3 clusters Score -2.878373e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 452551 members 
Entering Unmasked Estep 
Score: -28783756.000000 Penalty: 4232.982422
	Iteration 61Q: 3 clusters Score -2.878376e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 452562 members 
Entering Unmasked Estep 
Score: -28783766.000000 Penalty: 4232.982422
	Iteration 62Q: 3 clusters Score -2.878377e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 452571 members 
Entering Unmasked Estep 
Score: -28783762.000000 Penalty: 4232.982422
	Iteration 63Q: 3 clusters Score -2.878376e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 452580 members 
Entering Unmasked Estep 
Score: -28783752.000000 Penalty: 4232.982422
	Iteration 64Q: 3 clusters Score -2.878375e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 452580 members 
Entering Unmasked Estep 
Score: -28783764.000000 Penalty: 4232.982422
	Iteration 65Q: 3 clusters Score -2.878376e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 452586 members 
Entering Unmasked Estep 
Score: -28783770.000000 Penalty: 4232.982422
	Iteration 66Q: 3 clusters Score -2.878377e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 452591 members 
Entering Unmasked Estep 
Score: -28783770.000000 Penalty: 4232.982422
	Iteration 67Q: 3 clusters Score -2.878377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 452598 members 
Entering Unmasked Estep 
Score: -28783762.000000 Penalty: 4232.982422
	Iteration 68Q: 3 clusters Score -2.878376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 452603 members 
Entering Unmasked Estep 
Score: -28783792.000000 Penalty: 4232.982422
	Iteration 69Q: 3 clusters Score -2.878379e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 452607 members 
Entering Unmasked Estep 
Score: -28783776.000000 Penalty: 4232.982422
	Iteration 70Q: 3 clusters Score -2.878378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 452609 members 
Entering Unmasked Estep 
Score: -28783794.000000 Penalty: 4232.982422
	Iteration 71Q: 3 clusters Score -2.878379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 452611 members 
Entering Unmasked Estep 
Score: -28783784.000000 Penalty: 4232.982422
	Iteration 72Q: 3 clusters Score -2.878378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 452614 members 
Entering Unmasked Estep 
Score: -28783788.000000 Penalty: 4232.982422
	Iteration 73Q: 3 clusters Score -2.878379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 452614 members 
Entering Unmasked Estep 
Score: -28783794.000000 Penalty: 4232.982422
	Iteration 74Q: 3 clusters Score -2.878379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 452616 members 
Entering Unmasked Estep 
Score: -28783784.000000 Penalty: 4232.982422
	Iteration 75Q: 3 clusters Score -2.878378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 452619 members 
Entering Unmasked Estep 
Score: -28783796.000000 Penalty: 4232.982422
	Iteration 76Q: 3 clusters Score -2.87838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 452621 members 
Entering Unmasked Estep 
Score: -28783794.000000 Penalty: 4232.982422
	Iteration 77Q: 3 clusters Score -2.878379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 452622 members 
Entering Unmasked Estep 
Score: -28783802.000000 Penalty: 4232.982422
	Iteration 78Q: 3 clusters Score -2.87838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 452625 members 
Entering Unmasked Estep 
Score: -28783794.000000 Penalty: 4232.982422
	Iteration 79Q: 3 clusters Score -2.878379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 452628 members 
Entering Unmasked Estep 
Score: -28783802.000000 Penalty: 4232.982422
	Iteration 80F: 3 clusters Score -2.87838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 452631 members 
Entering Unmasked Estep 
Score: -28783798.000000 Penalty: 4232.982422
	Iteration 81Q: 3 clusters Score -2.87838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 452634 members 
Entering Unmasked Estep 
Score: -28783800.000000 Penalty: 4232.982422
	Iteration 82Q: 3 clusters Score -2.87838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 452636 members 
Entering Unmasked Estep 
Score: -28783786.000000 Penalty: 4232.982422
	Iteration 83Q: 3 clusters Score -2.878379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 452640 members 
Entering Unmasked Estep 
Score: -28783808.000000 Penalty: 4232.982422
	Iteration 84Q: 3 clusters Score -2.878381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 452642 members 
Entering Unmasked Estep 
Score: -28783804.000000 Penalty: 4232.982422
	Iteration 85Q: 3 clusters Score -2.87838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 452643 members 
Entering Unmasked Estep 
Score: -28783816.000000 Penalty: 4232.982422
	Iteration 86Q: 3 clusters Score -2.878382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 452646 members 
Entering Unmasked Estep 
Score: -28783806.000000 Penalty: 4232.982422
	Iteration 87Q: 3 clusters Score -2.878381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 452648 members 
Entering Unmasked Estep 
Score: -28783806.000000 Penalty: 4232.982422
	Iteration 88Q: 3 clusters Score -2.878381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 452649 members 
Entering Unmasked Estep 
Score: -28783808.000000 Penalty: 4232.982422
	Iteration 89Q: 3 clusters Score -2.878381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 452648 members 
Entering Unmasked Estep 
Score: -28783806.000000 Penalty: 4232.982422
	Iteration 90Q: 3 clusters Score -2.878381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 452649 members 
Entering Unmasked Estep 
Score: -28783808.000000 Penalty: 4232.982422
	Iteration 91Q: 3 clusters Score -2.878381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 452651 members 
Entering Unmasked Estep 
Score: -28783802.000000 Penalty: 4232.982422
	Iteration 92Q: 3 clusters Score -2.87838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 452652 members 
Entering Unmasked Estep 
Score: -28783812.000000 Penalty: 4232.982422
	Iteration 93Q: 3 clusters Score -2.878381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 452653 members 
Entering Unmasked Estep 
Score: -28783802.000000 Penalty: 4232.982422
	Iteration 94Q: 3 clusters Score -2.87838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 452653 members 
Entering Unmasked Estep 
Score: -28783802.000000 Penalty: 4232.982422
	Iteration 95F: 3 clusters Score -2.87838e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Entering Unmasked Estep 
Score: -161352.546875 Penalty: 1285.649780
	Iteration 0F: 2 clusters Score -161352.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -158814.453125 Penalty: 2571.299561
	Iteration 0F: 3 clusters Score -158814.5 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -159417.656250 Penalty: 2571.299561
	Iteration 1F: 3 clusters Score -159417.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -159543.640625 Penalty: 2571.299561
	Iteration 2F: 3 clusters Score -159543.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -159619.390625 Penalty: 2571.299561
	Iteration 3Q: 3 clusters Score -159619.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -159662.359375 Penalty: 2571.299561
	Iteration 4Q: 3 clusters Score -159662.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -159694.546875 Penalty: 2571.299561
	Iteration 5Q: 3 clusters Score -159694.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -159723.281250 Penalty: 2571.299561
	Iteration 6Q: 3 clusters Score -159723.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -159735.671875 Penalty: 2571.299561
	Iteration 7Q: 3 clusters Score -159735.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -159747.750000 Penalty: 2571.299561
	Iteration 8Q: 3 clusters Score -159747.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -159757.687500 Penalty: 2571.299561
	Iteration 9Q: 3 clusters Score -159757.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -159760.937500 Penalty: 2571.299561
	Iteration 10Q: 3 clusters Score -159760.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -159765.125000 Penalty: 2571.299561
	Iteration 11Q: 3 clusters Score -159765.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -159769.015625 Penalty: 2571.299561
	Iteration 12Q: 3 clusters Score -159769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -159774.109375 Penalty: 2571.299561
	Iteration 13Q: 3 clusters Score -159774.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -159779.218750 Penalty: 2571.299561
	Iteration 14Q: 3 clusters Score -159779.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -159784.703125 Penalty: 2571.299561
	Iteration 15Q: 3 clusters Score -159784.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -159789.109375 Penalty: 2571.299561
	Iteration 16Q: 3 clusters Score -159789.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -159797.796875 Penalty: 2571.299561
	Iteration 17Q: 3 clusters Score -159797.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -159803.843750 Penalty: 2571.299561
	Iteration 18Q: 3 clusters Score -159803.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -159809.906250 Penalty: 2571.299561
	Iteration 19Q: 3 clusters Score -159809.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -159815.437500 Penalty: 2571.299561
	Iteration 20F: 3 clusters Score -159815.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -159820.250000 Penalty: 2571.299561
	Iteration 21Q: 3 clusters Score -159820.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -159826.687500 Penalty: 2571.299561
	Iteration 22Q: 3 clusters Score -159826.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -159832.843750 Penalty: 2571.299561
	Iteration 23Q: 3 clusters Score -159832.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -159837.921875 Penalty: 2571.299561
	Iteration 24Q: 3 clusters Score -159837.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -159843.109375 Penalty: 2571.299561
	Iteration 25Q: 3 clusters Score -159843.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -159848.312500 Penalty: 2571.299561
	Iteration 26Q: 3 clusters Score -159848.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -159855.390625 Penalty: 2571.299561
	Iteration 27Q: 3 clusters Score -159855.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -159860.281250 Penalty: 2571.299561
	Iteration 28Q: 3 clusters Score -159860.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -159863.171875 Penalty: 2571.299561
	Iteration 29Q: 3 clusters Score -159863.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -159865.343750 Penalty: 2571.299561
	Iteration 30Q: 3 clusters Score -159865.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -159869.312500 Penalty: 2571.299561
	Iteration 31Q: 3 clusters Score -159869.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -159875.250000 Penalty: 2571.299561
	Iteration 32Q: 3 clusters Score -159875.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -159880.750000 Penalty: 2571.299561
	Iteration 33Q: 3 clusters Score -159880.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -159885.906250 Penalty: 2571.299561
	Iteration 34Q: 3 clusters Score -159885.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -159890.218750 Penalty: 2571.299561
	Iteration 35Q: 3 clusters Score -159890.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -159895.625000 Penalty: 2571.299561
	Iteration 36Q: 3 clusters Score -159895.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -159899.843750 Penalty: 2571.299561
	Iteration 37Q: 3 clusters Score -159899.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -159903.656250 Penalty: 2571.299561
	Iteration 38Q: 3 clusters Score -159903.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -159910.046875 Penalty: 2571.299561
	Iteration 39Q: 3 clusters Score -159910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -159914.875000 Penalty: 2571.299561
	Iteration 40F: 3 clusters Score -159914.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -159918.859375 Penalty: 2571.299561
	Iteration 41Q: 3 clusters Score -159918.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -159922.343750 Penalty: 2571.299561
	Iteration 42Q: 3 clusters Score -159922.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -159925.218750 Penalty: 2571.299561
	Iteration 43Q: 3 clusters Score -159925.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -159926.953125 Penalty: 2571.299561
	Iteration 44Q: 3 clusters Score -159927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -159927.468750 Penalty: 2571.299561
	Iteration 45Q: 3 clusters Score -159927.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -159927.703125 Penalty: 2571.299561
	Iteration 46Q: 3 clusters Score -159927.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -159927.703125 Penalty: 2571.299561
	Iteration 47F: 3 clusters Score -159927.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Entering Unmasked Estep 
Score: -694874.375000 Penalty: 1515.921143
	Iteration 0F: 2 clusters Score -694874.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -686908.375000 Penalty: 3031.842285
	Iteration 0F: 3 clusters Score -686908.4 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -689516.687500 Penalty: 3031.842285
	Iteration 1F: 3 clusters Score -689516.7 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -689903.562500 Penalty: 3031.842285
	Iteration 2F: 3 clusters Score -689903.6 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -690293.500000 Penalty: 3031.842285
	Iteration 3F: 3 clusters Score -690293.5 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -690653.250000 Penalty: 3031.842285
	Iteration 4F: 3 clusters Score -690653.2 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -691037.687500 Penalty: 3031.842285
	Iteration 5F: 3 clusters Score -691037.7 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -691424.812500 Penalty: 3031.842285
	Iteration 6F: 3 clusters Score -691424.8 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -691835.312500 Penalty: 3031.842285
	Iteration 7F: 3 clusters Score -691835.3 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -692275.250000 Penalty: 3031.842285
	Iteration 8Q: 3 clusters Score -692275.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -692655.062500 Penalty: 3031.842285
	Iteration 9Q: 3 clusters Score -692655.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -692936.625000 Penalty: 3031.842285
	Iteration 10Q: 3 clusters Score -692936.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -693140.062500 Penalty: 3031.842285
	Iteration 11Q: 3 clusters Score -693140.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -693304.875000 Penalty: 3031.842285
	Iteration 12Q: 3 clusters Score -693304.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -693394.812500 Penalty: 3031.842285
	Iteration 13Q: 3 clusters Score -693394.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -693459.437500 Penalty: 3031.842285
	Iteration 14Q: 3 clusters Score -693459.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -693509.000000 Penalty: 3031.842285
	Iteration 15Q: 3 clusters Score -693509 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -693545.812500 Penalty: 3031.842285
	Iteration 16Q: 3 clusters Score -693545.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -693570.000000 Penalty: 3031.842285
	Iteration 17Q: 3 clusters Score -693570 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -693592.062500 Penalty: 3031.842285
	Iteration 18Q: 3 clusters Score -693592.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -693610.125000 Penalty: 3031.842285
	Iteration 19Q: 3 clusters Score -693610.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -693621.312500 Penalty: 3031.842285
	Iteration 20F: 3 clusters Score -693621.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -693629.250000 Penalty: 3031.842285
	Iteration 21Q: 3 clusters Score -693629.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -693640.875000 Penalty: 3031.842285
	Iteration 22Q: 3 clusters Score -693640.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -693653.937500 Penalty: 3031.842285
	Iteration 23Q: 3 clusters Score -693653.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -693668.312500 Penalty: 3031.842285
	Iteration 24Q: 3 clusters Score -693668.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -693679.250000 Penalty: 3031.842285
	Iteration 25Q: 3 clusters Score -693679.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -693692.937500 Penalty: 3031.842285
	Iteration 26Q: 3 clusters Score -693692.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -693704.562500 Penalty: 3031.842285
	Iteration 27Q: 3 clusters Score -693704.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -693711.562500 Penalty: 3031.842285
	Iteration 28Q: 3 clusters Score -693711.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -693717.875000 Penalty: 3031.842285
	Iteration 29Q: 3 clusters Score -693717.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -693721.625000 Penalty: 3031.842285
	Iteration 30Q: 3 clusters Score -693721.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -693727.500000 Penalty: 3031.842285
	Iteration 31Q: 3 clusters Score -693727.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -693732.125000 Penalty: 3031.842285
	Iteration 32Q: 3 clusters Score -693732.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -693734.750000 Penalty: 3031.842285
	Iteration 33Q: 3 clusters Score -693734.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -693737.750000 Penalty: 3031.842285
	Iteration 34Q: 3 clusters Score -693737.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -693743.187500 Penalty: 3031.842285
	Iteration 35Q: 3 clusters Score -693743.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -693744.937500 Penalty: 3031.842285
	Iteration 36Q: 3 clusters Score -693744.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -693746.375000 Penalty: 3031.842285
	Iteration 37Q: 3 clusters Score -693746.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -693752.312500 Penalty: 3031.842285
	Iteration 38Q: 3 clusters Score -693752.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -693751.375000 Penalty: 3031.842285
	Iteration 39Q: 3 clusters Score -693751.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -693753.875000 Penalty: 3031.842285
	Iteration 40F: 3 clusters Score -693753.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -693754.687500 Penalty: 3031.842285
	Iteration 41Q: 3 clusters Score -693754.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -693755.250000 Penalty: 3031.842285
	Iteration 42Q: 3 clusters Score -693755.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -693757.750000 Penalty: 3031.842285
	Iteration 43Q: 3 clusters Score -693757.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -693761.125000 Penalty: 3031.842285
	Iteration 44Q: 3 clusters Score -693761.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -693761.312500 Penalty: 3031.842285
	Iteration 45Q: 3 clusters Score -693761.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -693761.937500 Penalty: 3031.842285
	Iteration 46Q: 3 clusters Score -693761.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -693761.250000 Penalty: 3031.842285
	Iteration 47Q: 3 clusters Score -693761.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -693763.937500 Penalty: 3031.842285
	Iteration 48Q: 3 clusters Score -693763.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -693765.500000 Penalty: 3031.842285
	Iteration 49Q: 3 clusters Score -693765.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -693765.062500 Penalty: 3031.842285
	Iteration 50Q: 3 clusters Score -693765.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -693766.500000 Penalty: 3031.842285
	Iteration 51Q: 3 clusters Score -693766.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -693766.750000 Penalty: 3031.842285
	Iteration 52Q: 3 clusters Score -693766.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -693769.375000 Penalty: 3031.842285
	Iteration 53Q: 3 clusters Score -693769.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -693769.812500 Penalty: 3031.842285
	Iteration 54Q: 3 clusters Score -693769.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -693771.750000 Penalty: 3031.842285
	Iteration 55Q: 3 clusters Score -693771.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -693777.437500 Penalty: 3031.842285
	Iteration 56Q: 3 clusters Score -693777.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -693780.812500 Penalty: 3031.842285
	Iteration 57Q: 3 clusters Score -693780.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -693782.812500 Penalty: 3031.842285
	Iteration 58Q: 3 clusters Score -693782.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -693781.437500 Penalty: 3031.842285
	Iteration 59Q: 3 clusters Score -693781.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -693787.625000 Penalty: 3031.842285
	Iteration 60F: 3 clusters Score -693787.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -693794.125000 Penalty: 3031.842285
	Iteration 61Q: 3 clusters Score -693794.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -693796.437500 Penalty: 3031.842285
	Iteration 62Q: 3 clusters Score -693796.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -693799.000000 Penalty: 3031.842285
	Iteration 63Q: 3 clusters Score -693799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -693801.500000 Penalty: 3031.842285
	Iteration 64Q: 3 clusters Score -693801.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -693803.312500 Penalty: 3031.842285
	Iteration 65Q: 3 clusters Score -693803.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -693806.375000 Penalty: 3031.842285
	Iteration 66Q: 3 clusters Score -693806.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -693809.375000 Penalty: 3031.842285
	Iteration 67Q: 3 clusters Score -693809.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -693812.750000 Penalty: 3031.842285
	Iteration 68Q: 3 clusters Score -693812.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -693815.312500 Penalty: 3031.842285
	Iteration 69Q: 3 clusters Score -693815.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -693813.812500 Penalty: 3031.842285
	Iteration 70Q: 3 clusters Score -693813.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -693814.500000 Penalty: 3031.842285
	Iteration 71Q: 3 clusters Score -693814.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -693814.500000 Penalty: 3031.842285
	Iteration 72F: 3 clusters Score -693814.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Entering Unmasked Estep 
Score: -577978.687500 Penalty: 1488.669800
	Iteration 0F: 2 clusters Score -577978.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -571103.250000 Penalty: 2977.339600
	Iteration 0F: 3 clusters Score -571103.2 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -573349.500000 Penalty: 2977.339600
	Iteration 1F: 3 clusters Score -573349.5 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -573656.437500 Penalty: 2977.339600
	Iteration 2F: 3 clusters Score -573656.4 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -573923.750000 Penalty: 2977.339600
	Iteration 3F: 3 clusters Score -573923.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -574173.875000 Penalty: 2977.339600
	Iteration 4F: 3 clusters Score -574173.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -574426.000000 Penalty: 2977.339600
	Iteration 5Q: 3 clusters Score -574426 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -574721.625000 Penalty: 2977.339600
	Iteration 6Q: 3 clusters Score -574721.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -575074.187500 Penalty: 2977.339600
	Iteration 7Q: 3 clusters Score -575074.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -575475.187500 Penalty: 2977.339600
	Iteration 8F: 3 clusters Score -575475.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -575849.937500 Penalty: 2977.339600
	Iteration 9Q: 3 clusters Score -575849.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -576104.937500 Penalty: 2977.339600
	Iteration 10Q: 3 clusters Score -576104.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -576247.375000 Penalty: 2977.339600
	Iteration 11Q: 3 clusters Score -576247.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -576330.687500 Penalty: 2977.339600
	Iteration 12Q: 3 clusters Score -576330.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -576375.625000 Penalty: 2977.339600
	Iteration 13Q: 3 clusters Score -576375.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -576417.625000 Penalty: 2977.339600
	Iteration 14Q: 3 clusters Score -576417.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -576443.687500 Penalty: 2977.339600
	Iteration 15Q: 3 clusters Score -576443.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -576470.000000 Penalty: 2977.339600
	Iteration 16Q: 3 clusters Score -576470 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -576487.125000 Penalty: 2977.339600
	Iteration 17Q: 3 clusters Score -576487.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -576504.750000 Penalty: 2977.339600
	Iteration 18Q: 3 clusters Score -576504.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -576517.500000 Penalty: 2977.339600
	Iteration 19Q: 3 clusters Score -576517.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -576534.750000 Penalty: 2977.339600
	Iteration 20F: 3 clusters Score -576534.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -576548.687500 Penalty: 2977.339600
	Iteration 21Q: 3 clusters Score -576548.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -576561.500000 Penalty: 2977.339600
	Iteration 22Q: 3 clusters Score -576561.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -576576.187500 Penalty: 2977.339600
	Iteration 23Q: 3 clusters Score -576576.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -576590.500000 Penalty: 2977.339600
	Iteration 24Q: 3 clusters Score -576590.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -576609.875000 Penalty: 2977.339600
	Iteration 25Q: 3 clusters Score -576609.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -576638.000000 Penalty: 2977.339600
	Iteration 26Q: 3 clusters Score -576638 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -576668.812500 Penalty: 2977.339600
	Iteration 27Q: 3 clusters Score -576668.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -576689.562500 Penalty: 2977.339600
	Iteration 28Q: 3 clusters Score -576689.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -576708.437500 Penalty: 2977.339600
	Iteration 29Q: 3 clusters Score -576708.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -576722.625000 Penalty: 2977.339600
	Iteration 30Q: 3 clusters Score -576722.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -576735.437500 Penalty: 2977.339600
	Iteration 31Q: 3 clusters Score -576735.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -576741.750000 Penalty: 2977.339600
	Iteration 32Q: 3 clusters Score -576741.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -576750.062500 Penalty: 2977.339600
	Iteration 33Q: 3 clusters Score -576750.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -576755.125000 Penalty: 2977.339600
	Iteration 34Q: 3 clusters Score -576755.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -576760.937500 Penalty: 2977.339600
	Iteration 35Q: 3 clusters Score -576760.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -576768.375000 Penalty: 2977.339600
	Iteration 36Q: 3 clusters Score -576768.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -576770.875000 Penalty: 2977.339600
	Iteration 37Q: 3 clusters Score -576770.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -576776.437500 Penalty: 2977.339600
	Iteration 38Q: 3 clusters Score -576776.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -576780.062500 Penalty: 2977.339600
	Iteration 39Q: 3 clusters Score -576780.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -576781.375000 Penalty: 2977.339600
	Iteration 40F: 3 clusters Score -576781.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -576782.687500 Penalty: 2977.339600
	Iteration 41Q: 3 clusters Score -576782.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -576785.000000 Penalty: 2977.339600
	Iteration 42Q: 3 clusters Score -576785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -576786.312500 Penalty: 2977.339600
	Iteration 43Q: 3 clusters Score -576786.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -576786.937500 Penalty: 2977.339600
	Iteration 44Q: 3 clusters Score -576786.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -576787.625000 Penalty: 2977.339600
	Iteration 45Q: 3 clusters Score -576787.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -576789.375000 Penalty: 2977.339600
	Iteration 46Q: 3 clusters Score -576789.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -576788.937500 Penalty: 2977.339600
	Iteration 47Q: 3 clusters Score -576788.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -576790.125000 Penalty: 2977.339600
	Iteration 48Q: 3 clusters Score -576790.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -576789.687500 Penalty: 2977.339600
	Iteration 49Q: 3 clusters Score -576789.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -576790.250000 Penalty: 2977.339600
	Iteration 50Q: 3 clusters Score -576790.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -576791.437500 Penalty: 2977.339600
	Iteration 51Q: 3 clusters Score -576791.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -576792.000000 Penalty: 2977.339600
	Iteration 52Q: 3 clusters Score -576792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -576791.937500 Penalty: 2977.339600
	Iteration 53Q: 3 clusters Score -576791.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -576791.437500 Penalty: 2977.339600
	Iteration 54Q: 3 clusters Score -576791.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -576791.437500 Penalty: 2977.339600
	Iteration 55F: 3 clusters Score -576791.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Entering Unmasked Estep 
Score: -334406.125000 Penalty: 1395.068848
	Iteration 0F: 2 clusters Score -334406.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -330162.656250 Penalty: 2790.137695
	Iteration 0F: 3 clusters Score -330162.7 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -331373.718750 Penalty: 2790.137695
	Iteration 1F: 3 clusters Score -331373.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -331615.156250 Penalty: 2790.137695
	Iteration 2F: 3 clusters Score -331615.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -331758.750000 Penalty: 2790.137695
	Iteration 3F: 3 clusters Score -331758.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -331860.531250 Penalty: 2790.137695
	Iteration 4Q: 3 clusters Score -331860.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -331952.750000 Penalty: 2790.137695
	Iteration 5Q: 3 clusters Score -331952.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -332053.875000 Penalty: 2790.137695
	Iteration 6Q: 3 clusters Score -332053.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -332169.656250 Penalty: 2790.137695
	Iteration 7Q: 3 clusters Score -332169.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -332306.500000 Penalty: 2790.137695
	Iteration 8Q: 3 clusters Score -332306.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -332441.531250 Penalty: 2790.137695
	Iteration 9Q: 3 clusters Score -332441.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -332563.468750 Penalty: 2790.137695
	Iteration 10Q: 3 clusters Score -332563.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -332667.875000 Penalty: 2790.137695
	Iteration 11Q: 3 clusters Score -332667.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -332784.093750 Penalty: 2790.137695
	Iteration 12Q: 3 clusters Score -332784.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -332901.156250 Penalty: 2790.137695
	Iteration 13Q: 3 clusters Score -332901.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -332996.812500 Penalty: 2790.137695
	Iteration 14Q: 3 clusters Score -332996.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -333063.625000 Penalty: 2790.137695
	Iteration 15Q: 3 clusters Score -333063.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -333135.000000 Penalty: 2790.137695
	Iteration 16Q: 3 clusters Score -333135 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -333189.562500 Penalty: 2790.137695
	Iteration 17Q: 3 clusters Score -333189.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -333230.875000 Penalty: 2790.137695
	Iteration 18Q: 3 clusters Score -333230.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -333260.218750 Penalty: 2790.137695
	Iteration 19Q: 3 clusters Score -333260.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -333278.062500 Penalty: 2790.137695
	Iteration 20F: 3 clusters Score -333278.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -333289.281250 Penalty: 2790.137695
	Iteration 21Q: 3 clusters Score -333289.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -333299.531250 Penalty: 2790.137695
	Iteration 22Q: 3 clusters Score -333299.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -333302.812500 Penalty: 2790.137695
	Iteration 23Q: 3 clusters Score -333302.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -333305.937500 Penalty: 2790.137695
	Iteration 24Q: 3 clusters Score -333305.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -333310.937500 Penalty: 2790.137695
	Iteration 25Q: 3 clusters Score -333310.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -333314.968750 Penalty: 2790.137695
	Iteration 26Q: 3 clusters Score -333315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -333317.312500 Penalty: 2790.137695
	Iteration 27Q: 3 clusters Score -333317.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -333319.343750 Penalty: 2790.137695
	Iteration 28Q: 3 clusters Score -333319.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -333319.906250 Penalty: 2790.137695
	Iteration 29Q: 3 clusters Score -333319.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -333320.531250 Penalty: 2790.137695
	Iteration 30Q: 3 clusters Score -333320.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -333321.437500 Penalty: 2790.137695
	Iteration 31Q: 3 clusters Score -333321.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -333320.750000 Penalty: 2790.137695
	Iteration 32Q: 3 clusters Score -333320.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -333321.593750 Penalty: 2790.137695
	Iteration 33Q: 3 clusters Score -333321.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -333322.218750 Penalty: 2790.137695
	Iteration 34Q: 3 clusters Score -333322.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -333323.750000 Penalty: 2790.137695
	Iteration 35Q: 3 clusters Score -333323.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -333324.562500 Penalty: 2790.137695
	Iteration 36Q: 3 clusters Score -333324.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -333325.031250 Penalty: 2790.137695
	Iteration 37Q: 3 clusters Score -333325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -333325.187500 Penalty: 2790.137695
	Iteration 38Q: 3 clusters Score -333325.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -333326.250000 Penalty: 2790.137695
	Iteration 39Q: 3 clusters Score -333326.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -333326.250000 Penalty: 2790.137695
	Iteration 40F: 3 clusters Score -333326.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Entering Unmasked Estep 
Score: -461427.687500 Penalty: 1449.106567
	Iteration 0F: 2 clusters Score -461427.7 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 3769 members 
Entering Unmasked Estep 
Score: -456000.156250 Penalty: 2898.213135
	Iteration 0F: 3 clusters Score -456000.2 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -458041.125000 Penalty: 2898.213135
	Iteration 1F: 3 clusters Score -458041.1 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -458522.625000 Penalty: 2898.213135
	Iteration 2F: 3 clusters Score -458522.6 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -458944.875000 Penalty: 2898.213135
	Iteration 3F: 3 clusters Score -458944.9 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -459371.062500 Penalty: 2898.213135
	Iteration 4F: 3 clusters Score -459371.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -459711.906250 Penalty: 2898.213135
	Iteration 5F: 3 clusters Score -459711.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -459944.218750 Penalty: 2898.213135
	Iteration 6F: 3 clusters Score -459944.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -460133.562500 Penalty: 2898.213135
	Iteration 7Q: 3 clusters Score -460133.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -460268.687500 Penalty: 2898.213135
	Iteration 8Q: 3 clusters Score -460268.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -460361.437500 Penalty: 2898.213135
	Iteration 9Q: 3 clusters Score -460361.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -460435.781250 Penalty: 2898.213135
	Iteration 10Q: 3 clusters Score -460435.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -460499.843750 Penalty: 2898.213135
	Iteration 11Q: 3 clusters Score -460499.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -460574.375000 Penalty: 2898.213135
	Iteration 12Q: 3 clusters Score -460574.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -460649.687500 Penalty: 2898.213135
	Iteration 13Q: 3 clusters Score -460649.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -460718.906250 Penalty: 2898.213135
	Iteration 14Q: 3 clusters Score -460718.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -460778.937500 Penalty: 2898.213135
	Iteration 15Q: 3 clusters Score -460778.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -460819.468750 Penalty: 2898.213135
	Iteration 16Q: 3 clusters Score -460819.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -460869.406250 Penalty: 2898.213135
	Iteration 17Q: 3 clusters Score -460869.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -460904.781250 Penalty: 2898.213135
	Iteration 18Q: 3 clusters Score -460904.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -460935.593750 Penalty: 2898.213135
	Iteration 19Q: 3 clusters Score -460935.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -460965.281250 Penalty: 2898.213135
	Iteration 20F: 3 clusters Score -460965.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -460984.187500 Penalty: 2898.213135
	Iteration 21Q: 3 clusters Score -460984.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -460991.406250 Penalty: 2898.213135
	Iteration 22Q: 3 clusters Score -460991.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -460999.062500 Penalty: 2898.213135
	Iteration 23Q: 3 clusters Score -460999.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -461007.687500 Penalty: 2898.213135
	Iteration 24Q: 3 clusters Score -461007.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -461012.406250 Penalty: 2898.213135
	Iteration 25Q: 3 clusters Score -461012.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -461015.656250 Penalty: 2898.213135
	Iteration 26Q: 3 clusters Score -461015.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -461018.281250 Penalty: 2898.213135
	Iteration 27Q: 3 clusters Score -461018.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -461021.406250 Penalty: 2898.213135
	Iteration 28Q: 3 clusters Score -461021.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -461022.843750 Penalty: 2898.213135
	Iteration 29Q: 3 clusters Score -461022.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -461023.968750 Penalty: 2898.213135
	Iteration 30Q: 3 clusters Score -461024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -461024.531250 Penalty: 2898.213135
	Iteration 31Q: 3 clusters Score -461024.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -461025.281250 Penalty: 2898.213135
	Iteration 32Q: 3 clusters Score -461025.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -461025.875000 Penalty: 2898.213135
	Iteration 33Q: 3 clusters Score -461025.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -461025.875000 Penalty: 2898.213135
	Iteration 34F: 3 clusters Score -461025.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Entering Unmasked Estep 
Score: -741736.687500 Penalty: 1513.668091
	Iteration 0F: 2 clusters Score -741736.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -733819.187500 Penalty: 3027.336182
	Iteration 0F: 3 clusters Score -733819.2 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -736485.250000 Penalty: 3027.336182
	Iteration 1F: 3 clusters Score -736485.2 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -736781.937500 Penalty: 3027.336182
	Iteration 2F: 3 clusters Score -736781.9 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -737097.687500 Penalty: 3027.336182
	Iteration 3F: 3 clusters Score -737097.7 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -737442.875000 Penalty: 3027.336182
	Iteration 4F: 3 clusters Score -737442.9 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -737897.187500 Penalty: 3027.336182
	Iteration 5F: 3 clusters Score -737897.2 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -738411.500000 Penalty: 3027.336182
	Iteration 6F: 3 clusters Score -738411.5 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -738954.875000 Penalty: 3027.336182
	Iteration 7F: 3 clusters Score -738954.9 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -739435.562500 Penalty: 3027.336182
	Iteration 8F: 3 clusters Score -739435.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -739834.375000 Penalty: 3027.336182
	Iteration 9Q: 3 clusters Score -739834.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -740039.125000 Penalty: 3027.336182
	Iteration 10Q: 3 clusters Score -740039.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -740120.250000 Penalty: 3027.336182
	Iteration 11Q: 3 clusters Score -740120.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -740172.500000 Penalty: 3027.336182
	Iteration 12Q: 3 clusters Score -740172.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -740202.812500 Penalty: 3027.336182
	Iteration 13Q: 3 clusters Score -740202.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -740225.562500 Penalty: 3027.336182
	Iteration 14Q: 3 clusters Score -740225.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -740238.812500 Penalty: 3027.336182
	Iteration 15Q: 3 clusters Score -740238.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -740254.500000 Penalty: 3027.336182
	Iteration 16Q: 3 clusters Score -740254.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -740262.562500 Penalty: 3027.336182
	Iteration 17Q: 3 clusters Score -740262.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -740274.312500 Penalty: 3027.336182
	Iteration 18Q: 3 clusters Score -740274.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -740279.312500 Penalty: 3027.336182
	Iteration 19Q: 3 clusters Score -740279.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -740283.875000 Penalty: 3027.336182
	Iteration 20F: 3 clusters Score -740283.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -740288.062500 Penalty: 3027.336182
	Iteration 21Q: 3 clusters Score -740288.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -740290.750000 Penalty: 3027.336182
	Iteration 22Q: 3 clusters Score -740290.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -740293.937500 Penalty: 3027.336182
	Iteration 23Q: 3 clusters Score -740293.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -740297.500000 Penalty: 3027.336182
	Iteration 24Q: 3 clusters Score -740297.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -740298.625000 Penalty: 3027.336182
	Iteration 25Q: 3 clusters Score -740298.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -740306.187500 Penalty: 3027.336182
	Iteration 26Q: 3 clusters Score -740306.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -740306.812500 Penalty: 3027.336182
	Iteration 27Q: 3 clusters Score -740306.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -740312.562500 Penalty: 3027.336182
	Iteration 28Q: 3 clusters Score -740312.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -740316.812500 Penalty: 3027.336182
	Iteration 29Q: 3 clusters Score -740316.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -740321.250000 Penalty: 3027.336182
	Iteration 30Q: 3 clusters Score -740321.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -740324.062500 Penalty: 3027.336182
	Iteration 31Q: 3 clusters Score -740324.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -740325.375000 Penalty: 3027.336182
	Iteration 32Q: 3 clusters Score -740325.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -740328.562500 Penalty: 3027.336182
	Iteration 33Q: 3 clusters Score -740328.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -740333.937500 Penalty: 3027.336182
	Iteration 34Q: 3 clusters Score -740333.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -740334.250000 Penalty: 3027.336182
	Iteration 35Q: 3 clusters Score -740334.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -740341.437500 Penalty: 3027.336182
	Iteration 36Q: 3 clusters Score -740341.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -740343.000000 Penalty: 3027.336182
	Iteration 37Q: 3 clusters Score -740343 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -740346.437500 Penalty: 3027.336182
	Iteration 38Q: 3 clusters Score -740346.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -740352.250000 Penalty: 3027.336182
	Iteration 39Q: 3 clusters Score -740352.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -740353.000000 Penalty: 3027.336182
	Iteration 40F: 3 clusters Score -740353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -740356.187500 Penalty: 3027.336182
	Iteration 41Q: 3 clusters Score -740356.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -740356.500000 Penalty: 3027.336182
	Iteration 42Q: 3 clusters Score -740356.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -740355.437500 Penalty: 3027.336182
	Iteration 43Q: 3 clusters Score -740355.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -740358.812500 Penalty: 3027.336182
	Iteration 44Q: 3 clusters Score -740358.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -740360.500000 Penalty: 3027.336182
	Iteration 45Q: 3 clusters Score -740360.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -740363.000000 Penalty: 3027.336182
	Iteration 46Q: 3 clusters Score -740363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -740364.437500 Penalty: 3027.336182
	Iteration 47Q: 3 clusters Score -740364.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -740365.187500 Penalty: 3027.336182
	Iteration 48Q: 3 clusters Score -740365.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -740366.250000 Penalty: 3027.336182
	Iteration 49Q: 3 clusters Score -740366.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -740366.937500 Penalty: 3027.336182
	Iteration 50Q: 3 clusters Score -740366.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -740368.187500 Penalty: 3027.336182
	Iteration 51Q: 3 clusters Score -740368.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -740368.625000 Penalty: 3027.336182
	Iteration 52Q: 3 clusters Score -740368.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -740371.125000 Penalty: 3027.336182
	Iteration 53Q: 3 clusters Score -740371.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -740369.625000 Penalty: 3027.336182
	Iteration 54Q: 3 clusters Score -740369.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -740370.875000 Penalty: 3027.336182
	Iteration 55Q: 3 clusters Score -740370.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -740370.750000 Penalty: 3027.336182
	Iteration 56Q: 3 clusters Score -740370.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -740371.437500 Penalty: 3027.336182
	Iteration 57Q: 3 clusters Score -740371.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -740371.750000 Penalty: 3027.336182
	Iteration 58Q: 3 clusters Score -740371.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -740372.625000 Penalty: 3027.336182
	Iteration 59Q: 3 clusters Score -740372.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -740373.875000 Penalty: 3027.336182
	Iteration 60F: 3 clusters Score -740373.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -740373.750000 Penalty: 3027.336182
	Iteration 61Q: 3 clusters Score -740373.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -740372.250000 Penalty: 3027.336182
	Iteration 62Q: 3 clusters Score -740372.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -740371.812500 Penalty: 3027.336182
	Iteration 63Q: 3 clusters Score -740371.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -740373.750000 Penalty: 3027.336182
	Iteration 64Q: 3 clusters Score -740373.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -740374.625000 Penalty: 3027.336182
	Iteration 65Q: 3 clusters Score -740374.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -740374.000000 Penalty: 3027.336182
	Iteration 66Q: 3 clusters Score -740374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -740374.687500 Penalty: 3027.336182
	Iteration 67Q: 3 clusters Score -740374.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -740375.750000 Penalty: 3027.336182
	Iteration 68Q: 3 clusters Score -740375.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -740377.562500 Penalty: 3027.336182
	Iteration 69Q: 3 clusters Score -740377.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -740376.750000 Penalty: 3027.336182
	Iteration 70Q: 3 clusters Score -740376.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -740377.875000 Penalty: 3027.336182
	Iteration 71Q: 3 clusters Score -740377.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -740377.750000 Penalty: 3027.336182
	Iteration 72Q: 3 clusters Score -740377.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -740377.750000 Penalty: 3027.336182
	Iteration 73F: 3 clusters Score -740377.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Entering Unmasked Estep 
Score: -804767.500000 Penalty: 1535.226074
	Iteration 0F: 2 clusters Score -804767.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -795828.125000 Penalty: 3070.452148
	Iteration 0F: 3 clusters Score -795828.1 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -798888.000000 Penalty: 3070.452148
	Iteration 1F: 3 clusters Score -798888 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -799212.875000 Penalty: 3070.452148
	Iteration 2F: 3 clusters Score -799212.9 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -799551.625000 Penalty: 3070.452148
	Iteration 3F: 3 clusters Score -799551.6 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -799900.312500 Penalty: 3070.452148
	Iteration 4F: 3 clusters Score -799900.3 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -800243.125000 Penalty: 3070.452148
	Iteration 5Q: 3 clusters Score -800243.1 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -800662.687500 Penalty: 3070.452148
	Iteration 6F: 3 clusters Score -800662.7 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -801118.875000 Penalty: 3070.452148
	Iteration 7F: 3 clusters Score -801118.9 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -801574.562500 Penalty: 3070.452148
	Iteration 8Q: 3 clusters Score -801574.6 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -801977.000000 Penalty: 3070.452148
	Iteration 9Q: 3 clusters Score -801977 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -802265.937500 Penalty: 3070.452148
	Iteration 10Q: 3 clusters Score -802265.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -802423.250000 Penalty: 3070.452148
	Iteration 11Q: 3 clusters Score -802423.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -802534.750000 Penalty: 3070.452148
	Iteration 12Q: 3 clusters Score -802534.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -802618.250000 Penalty: 3070.452148
	Iteration 13Q: 3 clusters Score -802618.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -802678.937500 Penalty: 3070.452148
	Iteration 14Q: 3 clusters Score -802678.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -802725.562500 Penalty: 3070.452148
	Iteration 15Q: 3 clusters Score -802725.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -802755.625000 Penalty: 3070.452148
	Iteration 16Q: 3 clusters Score -802755.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -802780.812500 Penalty: 3070.452148
	Iteration 17Q: 3 clusters Score -802780.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -802807.250000 Penalty: 3070.452148
	Iteration 18Q: 3 clusters Score -802807.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -802836.375000 Penalty: 3070.452148
	Iteration 19Q: 3 clusters Score -802836.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -802872.937500 Penalty: 3070.452148
	Iteration 20F: 3 clusters Score -802872.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -802905.437500 Penalty: 3070.452148
	Iteration 21Q: 3 clusters Score -802905.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -802933.125000 Penalty: 3070.452148
	Iteration 22Q: 3 clusters Score -802933.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -802961.687500 Penalty: 3070.452148
	Iteration 23Q: 3 clusters Score -802961.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -802989.687500 Penalty: 3070.452148
	Iteration 24Q: 3 clusters Score -802989.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -803019.000000 Penalty: 3070.452148
	Iteration 25Q: 3 clusters Score -803019 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -803050.312500 Penalty: 3070.452148
	Iteration 26Q: 3 clusters Score -803050.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -803075.562500 Penalty: 3070.452148
	Iteration 27Q: 3 clusters Score -803075.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -803104.062500 Penalty: 3070.452148
	Iteration 28Q: 3 clusters Score -803104.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -803134.312500 Penalty: 3070.452148
	Iteration 29Q: 3 clusters Score -803134.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -803164.687500 Penalty: 3070.452148
	Iteration 30Q: 3 clusters Score -803164.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -803191.562500 Penalty: 3070.452148
	Iteration 31Q: 3 clusters Score -803191.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -803220.687500 Penalty: 3070.452148
	Iteration 32Q: 3 clusters Score -803220.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -803240.875000 Penalty: 3070.452148
	Iteration 33Q: 3 clusters Score -803240.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -803264.625000 Penalty: 3070.452148
	Iteration 34Q: 3 clusters Score -803264.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -803284.312500 Penalty: 3070.452148
	Iteration 35Q: 3 clusters Score -803284.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -803302.500000 Penalty: 3070.452148
	Iteration 36Q: 3 clusters Score -803302.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -803324.687500 Penalty: 3070.452148
	Iteration 37Q: 3 clusters Score -803324.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -803340.750000 Penalty: 3070.452148
	Iteration 38Q: 3 clusters Score -803340.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -803363.812500 Penalty: 3070.452148
	Iteration 39Q: 3 clusters Score -803363.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -803380.750000 Penalty: 3070.452148
	Iteration 40F: 3 clusters Score -803380.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -803401.812500 Penalty: 3070.452148
	Iteration 41Q: 3 clusters Score -803401.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -803428.500000 Penalty: 3070.452148
	Iteration 42Q: 3 clusters Score -803428.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -803446.812500 Penalty: 3070.452148
	Iteration 43Q: 3 clusters Score -803446.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -803465.125000 Penalty: 3070.452148
	Iteration 44Q: 3 clusters Score -803465.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -803475.000000 Penalty: 3070.452148
	Iteration 45Q: 3 clusters Score -803475 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -803484.687500 Penalty: 3070.452148
	Iteration 46Q: 3 clusters Score -803484.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -803494.125000 Penalty: 3070.452148
	Iteration 47Q: 3 clusters Score -803494.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -803505.312500 Penalty: 3070.452148
	Iteration 48Q: 3 clusters Score -803505.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -803514.375000 Penalty: 3070.452148
	Iteration 49Q: 3 clusters Score -803514.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -803520.562500 Penalty: 3070.452148
	Iteration 50Q: 3 clusters Score -803520.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -803528.375000 Penalty: 3070.452148
	Iteration 51Q: 3 clusters Score -803528.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -803531.937500 Penalty: 3070.452148
	Iteration 52Q: 3 clusters Score -803531.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -803535.812500 Penalty: 3070.452148
	Iteration 53Q: 3 clusters Score -803535.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -803536.500000 Penalty: 3070.452148
	Iteration 54Q: 3 clusters Score -803536.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -803539.000000 Penalty: 3070.452148
	Iteration 55Q: 3 clusters Score -803539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -803543.187500 Penalty: 3070.452148
	Iteration 56Q: 3 clusters Score -803543.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -803547.250000 Penalty: 3070.452148
	Iteration 57Q: 3 clusters Score -803547.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -803549.062500 Penalty: 3070.452148
	Iteration 58Q: 3 clusters Score -803549.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -803552.000000 Penalty: 3070.452148
	Iteration 59Q: 3 clusters Score -803552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -803553.750000 Penalty: 3070.452148
	Iteration 60F: 3 clusters Score -803553.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -803556.812500 Penalty: 3070.452148
	Iteration 61Q: 3 clusters Score -803556.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -803561.687500 Penalty: 3070.452148
	Iteration 62Q: 3 clusters Score -803561.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -803566.375000 Penalty: 3070.452148
	Iteration 63Q: 3 clusters Score -803566.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -803570.750000 Penalty: 3070.452148
	Iteration 64Q: 3 clusters Score -803570.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -803575.750000 Penalty: 3070.452148
	Iteration 65Q: 3 clusters Score -803575.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -803584.375000 Penalty: 3070.452148
	Iteration 66Q: 3 clusters Score -803584.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -803591.000000 Penalty: 3070.452148
	Iteration 67Q: 3 clusters Score -803591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -803594.125000 Penalty: 3070.452148
	Iteration 68Q: 3 clusters Score -803594.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -803598.062500 Penalty: 3070.452148
	Iteration 69Q: 3 clusters Score -803598.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -803603.000000 Penalty: 3070.452148
	Iteration 70Q: 3 clusters Score -803603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -803607.500000 Penalty: 3070.452148
	Iteration 71Q: 3 clusters Score -803607.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -803610.500000 Penalty: 3070.452148
	Iteration 72Q: 3 clusters Score -803610.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -803615.687500 Penalty: 3070.452148
	Iteration 73Q: 3 clusters Score -803615.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -803617.312500 Penalty: 3070.452148
	Iteration 74Q: 3 clusters Score -803617.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -803619.312500 Penalty: 3070.452148
	Iteration 75Q: 3 clusters Score -803619.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -803619.750000 Penalty: 3070.452148
	Iteration 76Q: 3 clusters Score -803619.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -803620.937500 Penalty: 3070.452148
	Iteration 77Q: 3 clusters Score -803620.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -803620.375000 Penalty: 3070.452148
	Iteration 78Q: 3 clusters Score -803620.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -803623.187500 Penalty: 3070.452148
	Iteration 79Q: 3 clusters Score -803623.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -803623.375000 Penalty: 3070.452148
	Iteration 80F: 3 clusters Score -803623.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -803624.687500 Penalty: 3070.452148
	Iteration 81Q: 3 clusters Score -803624.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -803625.437500 Penalty: 3070.452148
	Iteration 82Q: 3 clusters Score -803625.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -803627.250000 Penalty: 3070.452148
	Iteration 83Q: 3 clusters Score -803627.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -803627.375000 Penalty: 3070.452148
	Iteration 84Q: 3 clusters Score -803627.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -803627.375000 Penalty: 3070.452148
	Iteration 85Q: 3 clusters Score -803627.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -803627.375000 Penalty: 3070.452148
	Iteration 86F: 3 clusters Score -803627.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Entering Unmasked Estep 
Score: -92668.289062 Penalty: 1205.746704
	Iteration 0F: 2 clusters Score -92668.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -90811.601562 Penalty: 2411.493408
	Iteration 0F: 3 clusters Score -90811.6 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -91237.429688 Penalty: 2411.493408
	Iteration 1F: 3 clusters Score -91237.43 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -91423.742188 Penalty: 2411.493408
	Iteration 2F: 3 clusters Score -91423.74 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -91550.453125 Penalty: 2411.493408
	Iteration 3F: 3 clusters Score -91550.45 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -91649.109375 Penalty: 2411.493408
	Iteration 4F: 3 clusters Score -91649.11 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -91741.882812 Penalty: 2411.493408
	Iteration 5Q: 3 clusters Score -91741.88 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -91824.664062 Penalty: 2411.493408
	Iteration 6Q: 3 clusters Score -91824.66 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -91887.968750 Penalty: 2411.493408
	Iteration 7Q: 3 clusters Score -91887.97 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -91933.937500 Penalty: 2411.493408
	Iteration 8Q: 3 clusters Score -91933.94 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -91968.304688 Penalty: 2411.493408
	Iteration 9Q: 3 clusters Score -91968.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -91995.609375 Penalty: 2411.493408
	Iteration 10Q: 3 clusters Score -91995.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -92016.742188 Penalty: 2411.493408
	Iteration 11Q: 3 clusters Score -92016.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -92028.140625 Penalty: 2411.493408
	Iteration 12Q: 3 clusters Score -92028.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -92034.789062 Penalty: 2411.493408
	Iteration 13Q: 3 clusters Score -92034.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -92037.234375 Penalty: 2411.493408
	Iteration 14Q: 3 clusters Score -92037.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -92038.367188 Penalty: 2411.493408
	Iteration 15Q: 3 clusters Score -92038.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -92039.109375 Penalty: 2411.493408
	Iteration 16Q: 3 clusters Score -92039.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -92039.687500 Penalty: 2411.493408
	Iteration 17Q: 3 clusters Score -92039.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -92040.179688 Penalty: 2411.493408
	Iteration 18Q: 3 clusters Score -92040.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -92040.250000 Penalty: 2411.493408
	Iteration 19Q: 3 clusters Score -92040.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -92040.250000 Penalty: 2411.493408
	Iteration 20F: 3 clusters Score -92040.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3107 members 
Mstep: Class 3 contains 6102 members 
Mstep: Class 4 contains 51799 members 
Mstep: Class 6 contains 6413 members 
Mstep: Class 8 contains 77045 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 11 contains 9523 members 
Mstep: Class 12 contains 4811 members 
Mstep: Class 13 contains 453414 members 
Mstep: Class 14 contains 2729 members 
Mstep: Class 15 contains 11257 members 
Mstep: Class 16 contains 9519 members 
Mstep: Class 17 contains 5351 members 
Mstep: Class 19 contains 7462 members 
Mstep: Class 22 contains 11102 members 
Mstep: Class 23 contains 12677 members 
Mstep: Class 24 contains 1669 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 19 clusters Score -4.219832e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3110 members 
Mstep: Class 3 contains 6097 members 
Mstep: Class 4 contains 51710 members 
Mstep: Class 6 contains 6408 members 
Mstep: Class 8 contains 77045 members 
Mstep: Class 9 contains 4419 members 
Mstep: Class 11 contains 9539 members 
Mstep: Class 12 contains 4812 members 
Mstep: Class 13 contains 453510 members 
Mstep: Class 14 contains 2727 members 
Mstep: Class 15 contains 11253 members 
Mstep: Class 16 contains 9521 members 
Mstep: Class 17 contains 5351 members 
Mstep: Class 19 contains 7460 members 
Mstep: Class 22 contains 11094 members 
Mstep: Class 23 contains 12681 members 
Mstep: Class 24 contains 1669 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 19 clusters Score -4.219831e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3110 members 
Mstep: Class 3 contains 6090 members 
Mstep: Class 4 contains 51616 members 
Mstep: Class 6 contains 6406 members 
Mstep: Class 8 contains 77046 members 
Mstep: Class 9 contains 4414 members 
Mstep: Class 11 contains 9552 members 
Mstep: Class 12 contains 4812 members 
Mstep: Class 13 contains 453613 members 
Mstep: Class 14 contains 2725 members 
Mstep: Class 15 contains 11251 members 
Mstep: Class 16 contains 9523 members 
Mstep: Class 17 contains 5352 members 
Mstep: Class 19 contains 7462 members 
Mstep: Class 22 contains 11083 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1668 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 19 clusters Score -4.219825e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3118 members 
Mstep: Class 3 contains 6080 members 
Mstep: Class 4 contains 51521 members 
Mstep: Class 6 contains 6404 members 
Mstep: Class 8 contains 77048 members 
Mstep: Class 9 contains 4411 members 
Mstep: Class 11 contains 9565 members 
Mstep: Class 12 contains 4813 members 
Mstep: Class 13 contains 453718 members 
Mstep: Class 14 contains 2721 members 
Mstep: Class 15 contains 11247 members 
Mstep: Class 16 contains 9525 members 
Mstep: Class 17 contains 5353 members 
Mstep: Class 19 contains 7463 members 
Mstep: Class 22 contains 11068 members 
Mstep: Class 23 contains 12684 members 
Mstep: Class 24 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 19 clusters Score -4.219822e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3132 members 
Mstep: Class 3 contains 6077 members 
Mstep: Class 4 contains 51423 members 
Mstep: Class 6 contains 6402 members 
Mstep: Class 8 contains 77048 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 11 contains 9570 members 
Mstep: Class 12 contains 4814 members 
Mstep: Class 13 contains 453820 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 11244 members 
Mstep: Class 16 contains 9528 members 
Mstep: Class 17 contains 5351 members 
Mstep: Class 19 contains 7464 members 
Mstep: Class 22 contains 11053 members 
Mstep: Class 23 contains 12687 members 
Mstep: Class 24 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 123Q: 19 clusters Score -4.21982e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3139 members 
Mstep: Class 3 contains 6077 members 
Mstep: Class 4 contains 51331 members 
Mstep: Class 6 contains 6400 members 
Mstep: Class 8 contains 77049 members 
Mstep: Class 9 contains 4402 members 
Mstep: Class 11 contains 9578 members 
Mstep: Class 12 contains 4815 members 
Mstep: Class 13 contains 453917 members 
Mstep: Class 14 contains 2718 members 
Mstep: Class 15 contains 11236 members 
Mstep: Class 16 contains 9532 members 
Mstep: Class 17 contains 5350 members 
Mstep: Class 19 contains 7467 members 
Mstep: Class 22 contains 11041 members 
Mstep: Class 23 contains 12687 members 
Mstep: Class 24 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 124Q: 19 clusters Score -4.219825e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3139 members 
Mstep: Class 3 contains 6075 members 
Mstep: Class 4 contains 51245 members 
Mstep: Class 6 contains 6396 members 
Mstep: Class 8 contains 77049 members 
Mstep: Class 9 contains 4397 members 
Mstep: Class 11 contains 9581 members 
Mstep: Class 12 contains 4815 members 
Mstep: Class 13 contains 454015 members 
Mstep: Class 14 contains 2721 members 
Mstep: Class 15 contains 11239 members 
Mstep: Class 16 contains 9538 members 
Mstep: Class 17 contains 5345 members 
Mstep: Class 19 contains 7472 members 
Mstep: Class 22 contains 11028 members 
Mstep: Class 23 contains 12684 members 
Mstep: Class 24 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 125Q: 19 clusters Score -4.21983e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3142 members 
Mstep: Class 3 contains 6072 members 
Mstep: Class 4 contains 51163 members 
Mstep: Class 6 contains 6394 members 
Mstep: Class 8 contains 77049 members 
Mstep: Class 9 contains 4391 members 
Mstep: Class 11 contains 9596 members 
Mstep: Class 12 contains 4815 members 
Mstep: Class 13 contains 454094 members 
Mstep: Class 14 contains 2720 members 
Mstep: Class 15 contains 11237 members 
Mstep: Class 16 contains 9542 members 
Mstep: Class 17 contains 5343 members 
Mstep: Class 19 contains 7472 members 
Mstep: Class 22 contains 11022 members 
Mstep: Class 23 contains 12687 members 
Mstep: Class 24 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 126Q: 19 clusters Score -4.219833e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3142 members 
Mstep: Class 3 contains 6067 members 
Mstep: Class 4 contains 51090 members 
Mstep: Class 6 contains 6394 members 
Mstep: Class 8 contains 77046 members 
Mstep: Class 9 contains 4381 members 
Mstep: Class 11 contains 9611 members 
Mstep: Class 12 contains 4815 members 
Mstep: Class 13 contains 454162 members 
Mstep: Class 14 contains 2720 members 
Mstep: Class 15 contains 11239 members 
Mstep: Class 16 contains 9549 members 
Mstep: Class 17 contains 5345 members 
Mstep: Class 19 contains 7473 members 
Mstep: Class 22 contains 11021 members 
Mstep: Class 23 contains 12684 members 
Mstep: Class 24 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 127Q: 19 clusters Score -4.219833e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3143 members 
Mstep: Class 3 contains 6065 members 
Mstep: Class 4 contains 51000 members 
Mstep: Class 6 contains 6396 members 
Mstep: Class 8 contains 77045 members 
Mstep: Class 9 contains 4366 members 
Mstep: Class 11 contains 9623 members 
Mstep: Class 12 contains 4816 members 
Mstep: Class 13 contains 454253 members 
Mstep: Class 14 contains 2718 members 
Mstep: Class 15 contains 11238 members 
Mstep: Class 16 contains 9551 members 
Mstep: Class 17 contains 5344 members 
Mstep: Class 19 contains 7477 members 
Mstep: Class 22 contains 11021 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 128Q: 19 clusters Score -4.219837e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3142 members 
Mstep: Class 3 contains 6063 members 
Mstep: Class 4 contains 50915 members 
Mstep: Class 6 contains 6398 members 
Mstep: Class 8 contains 77046 members 
Mstep: Class 9 contains 4354 members 
Mstep: Class 11 contains 9625 members 
Mstep: Class 12 contains 4815 members 
Mstep: Class 13 contains 454342 members 
Mstep: Class 14 contains 2716 members 
Mstep: Class 15 contains 11234 members 
Mstep: Class 16 contains 9551 members 
Mstep: Class 17 contains 5342 members 
Mstep: Class 19 contains 7486 members 
Mstep: Class 22 contains 11022 members 
Mstep: Class 23 contains 12688 members 
Mstep: Class 24 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198320.000000 Penalty: 39283.816406
Iteration 129Q: 19 clusters Score -4.219832e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3142 members 
Mstep: Class 3 contains 6063 members 
Mstep: Class 4 contains 50821 members 
Mstep: Class 6 contains 6397 members 
Mstep: Class 8 contains 77046 members 
Mstep: Class 9 contains 4337 members 
Mstep: Class 11 contains 9632 members 
Mstep: Class 12 contains 4814 members 
Mstep: Class 13 contains 454444 members 
Mstep: Class 14 contains 2714 members 
Mstep: Class 15 contains 11233 members 
Mstep: Class 16 contains 9553 members 
Mstep: Class 17 contains 5341 members 
Mstep: Class 19 contains 7492 members 
Mstep: Class 22 contains 11020 members 
Mstep: Class 23 contains 12690 members 
Mstep: Class 24 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198336.000000 Penalty: 39283.816406
Iteration 130Q: 19 clusters Score -4.219834e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3144 members 
Mstep: Class 3 contains 6062 members 
Mstep: Class 4 contains 50728 members 
Mstep: Class 6 contains 6398 members 
Mstep: Class 8 contains 77044 members 
Mstep: Class 9 contains 4321 members 
Mstep: Class 11 contains 9635 members 
Mstep: Class 12 contains 4815 members 
Mstep: Class 13 contains 454543 members 
Mstep: Class 14 contains 2713 members 
Mstep: Class 15 contains 11231 members 
Mstep: Class 16 contains 9556 members 
Mstep: Class 17 contains 5342 members 
Mstep: Class 19 contains 7497 members 
Mstep: Class 22 contains 11017 members 
Mstep: Class 23 contains 12694 members 
Mstep: Class 24 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198428.000000 Penalty: 39283.816406
Iteration 131Q: 19 clusters Score -4.219843e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3142 members 
Mstep: Class 3 contains 6058 members 
Mstep: Class 4 contains 50646 members 
Mstep: Class 6 contains 6398 members 
Mstep: Class 8 contains 77043 members 
Mstep: Class 9 contains 4304 members 
Mstep: Class 11 contains 9647 members 
Mstep: Class 12 contains 4817 members 
Mstep: Class 13 contains 454635 members 
Mstep: Class 14 contains 2713 members 
Mstep: Class 15 contains 11224 members 
Mstep: Class 16 contains 9557 members 
Mstep: Class 17 contains 5341 members 
Mstep: Class 19 contains 7500 members 
Mstep: Class 22 contains 11015 members 
Mstep: Class 23 contains 12700 members 
Mstep: Class 24 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198416.000000 Penalty: 39283.816406
Iteration 132Q: 19 clusters Score -4.219842e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3143 members 
Mstep: Class 3 contains 6052 members 
Mstep: Class 4 contains 50570 members 
Mstep: Class 6 contains 6397 members 
Mstep: Class 8 contains 77041 members 
Mstep: Class 9 contains 4285 members 
Mstep: Class 11 contains 9661 members 
Mstep: Class 12 contains 4817 members 
Mstep: Class 13 contains 454713 members 
Mstep: Class 14 contains 2716 members 
Mstep: Class 15 contains 11222 members 
Mstep: Class 16 contains 9558 members 
Mstep: Class 17 contains 5341 members 
Mstep: Class 19 contains 7504 members 
Mstep: Class 22 contains 11012 members 
Mstep: Class 23 contains 12708 members 
Mstep: Class 24 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198416.000000 Penalty: 39283.816406
Iteration 133Q: 19 clusters Score -4.219842e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3146 members 
Mstep: Class 3 contains 6048 members 
Mstep: Class 4 contains 50509 members 
Mstep: Class 6 contains 6396 members 
Mstep: Class 8 contains 77039 members 
Mstep: Class 9 contains 4266 members 
Mstep: Class 11 contains 9670 members 
Mstep: Class 12 contains 4817 members 
Mstep: Class 13 contains 454784 members 
Mstep: Class 14 contains 2716 members 
Mstep: Class 15 contains 11221 members 
Mstep: Class 16 contains 9558 members 
Mstep: Class 17 contains 5340 members 
Mstep: Class 19 contains 7508 members 
Mstep: Class 22 contains 11007 members 
Mstep: Class 23 contains 12715 members 
Mstep: Class 24 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198340.000000 Penalty: 39283.816406
Iteration 134Q: 19 clusters Score -4.219834e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3150 members 
Mstep: Class 3 contains 6048 members 
Mstep: Class 4 contains 50429 members 
Mstep: Class 6 contains 6396 members 
Mstep: Class 8 contains 77039 members 
Mstep: Class 9 contains 4240 members 
Mstep: Class 11 contains 9681 members 
Mstep: Class 12 contains 4817 members 
Mstep: Class 13 contains 454877 members 
Mstep: Class 14 contains 2714 members 
Mstep: Class 15 contains 11219 members 
Mstep: Class 16 contains 9559 members 
Mstep: Class 17 contains 5339 members 
Mstep: Class 19 contains 7509 members 
Mstep: Class 22 contains 11005 members 
Mstep: Class 23 contains 12718 members 
Mstep: Class 24 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198328.000000 Penalty: 39283.816406
Iteration 135Q: 19 clusters Score -4.219833e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3153 members 
Mstep: Class 3 contains 6048 members 
Mstep: Class 4 contains 50362 members 
Mstep: Class 6 contains 6396 members 
Mstep: Class 8 contains 77038 members 
Mstep: Class 9 contains 4219 members 
Mstep: Class 11 contains 9691 members 
Mstep: Class 12 contains 4817 members 
Mstep: Class 13 contains 454954 members 
Mstep: Class 14 contains 2713 members 
Mstep: Class 15 contains 11217 members 
Mstep: Class 16 contains 9561 members 
Mstep: Class 17 contains 5337 members 
Mstep: Class 19 contains 7513 members 
Mstep: Class 22 contains 11002 members 
Mstep: Class 23 contains 12719 members 
Mstep: Class 24 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198300.000000 Penalty: 39283.816406
Iteration 136Q: 19 clusters Score -4.21983e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3155 members 
Mstep: Class 3 contains 6047 members 
Mstep: Class 4 contains 50303 members 
Mstep: Class 6 contains 6396 members 
Mstep: Class 8 contains 77037 members 
Mstep: Class 9 contains 4200 members 
Mstep: Class 11 contains 9694 members 
Mstep: Class 12 contains 4817 members 
Mstep: Class 13 contains 455028 members 
Mstep: Class 14 contains 2711 members 
Mstep: Class 15 contains 11216 members 
Mstep: Class 16 contains 9561 members 
Mstep: Class 17 contains 5335 members 
Mstep: Class 19 contains 7516 members 
Mstep: Class 22 contains 11003 members 
Mstep: Class 23 contains 12721 members 
Mstep: Class 24 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198268.000000 Penalty: 39283.816406
Iteration 137Q: 19 clusters Score -4.219827e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3153 members 
Mstep: Class 3 contains 6045 members 
Mstep: Class 4 contains 50248 members 
Mstep: Class 6 contains 6398 members 
Mstep: Class 8 contains 77036 members 
Mstep: Class 9 contains 4184 members 
Mstep: Class 11 contains 9695 members 
Mstep: Class 12 contains 4817 members 
Mstep: Class 13 contains 455104 members 
Mstep: Class 14 contains 2708 members 
Mstep: Class 15 contains 11214 members 
Mstep: Class 16 contains 9561 members 
Mstep: Class 17 contains 5334 members 
Mstep: Class 19 contains 7518 members 
Mstep: Class 22 contains 11004 members 
Mstep: Class 23 contains 12721 members 
Mstep: Class 24 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198228.000000 Penalty: 39283.816406
Iteration 138Q: 19 clusters Score -4.219823e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3152 members 
Mstep: Class 3 contains 6043 members 
Mstep: Class 4 contains 50176 members 
Mstep: Class 6 contains 6401 members 
Mstep: Class 8 contains 77033 members 
Mstep: Class 9 contains 4163 members 
Mstep: Class 11 contains 9705 members 
Mstep: Class 12 contains 4817 members 
Mstep: Class 13 contains 455189 members 
Mstep: Class 14 contains 2707 members 
Mstep: Class 15 contains 11213 members 
Mstep: Class 16 contains 9561 members 
Mstep: Class 17 contains 5335 members 
Mstep: Class 19 contains 7521 members 
Mstep: Class 22 contains 11003 members 
Mstep: Class 23 contains 12721 members 
Mstep: Class 24 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 139Q: 19 clusters Score -4.219826e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3149 members 
Mstep: Class 3 contains 6041 members 
Mstep: Class 4 contains 50100 members 
Mstep: Class 6 contains 6400 members 
Mstep: Class 8 contains 77033 members 
Mstep: Class 9 contains 4146 members 
Mstep: Class 11 contains 9713 members 
Mstep: Class 12 contains 4818 members 
Mstep: Class 13 contains 455279 members 
Mstep: Class 14 contains 2706 members 
Mstep: Class 15 contains 11209 members 
Mstep: Class 16 contains 9561 members 
Mstep: Class 17 contains 5335 members 
Mstep: Class 19 contains 7525 members 
Mstep: Class 22 contains 11004 members 
Mstep: Class 23 contains 12721 members 
Mstep: Class 24 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198272.000000 Penalty: 39283.816406
Iteration 140F: 19 clusters Score -4.219827e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3148 members 
Mstep: Class 3 contains 6038 members 
Mstep: Class 4 contains 50038 members 
Mstep: Class 6 contains 6400 members 
Mstep: Class 8 contains 77033 members 
Mstep: Class 9 contains 4128 members 
Mstep: Class 11 contains 9723 members 
Mstep: Class 12 contains 4821 members 
Mstep: Class 13 contains 455350 members 
Mstep: Class 14 contains 2706 members 
Mstep: Class 15 contains 11203 members 
Mstep: Class 16 contains 9561 members 
Mstep: Class 17 contains 5335 members 
Mstep: Class 19 contains 7531 members 
Mstep: Class 22 contains 11003 members 
Mstep: Class 23 contains 12722 members 
Mstep: Class 24 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 141Q: 19 clusters Score -4.219821e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3145 members 
Mstep: Class 3 contains 6042 members 
Mstep: Class 4 contains 49972 members 
Mstep: Class 6 contains 6398 members 
Mstep: Class 8 contains 77031 members 
Mstep: Class 9 contains 4118 members 
Mstep: Class 11 contains 9737 members 
Mstep: Class 12 contains 4822 members 
Mstep: Class 13 contains 455411 members 
Mstep: Class 14 contains 2707 members 
Mstep: Class 15 contains 11198 members 
Mstep: Class 16 contains 9561 members 
Mstep: Class 17 contains 5334 members 
Mstep: Class 19 contains 7536 members 
Mstep: Class 22 contains 11003 members 
Mstep: Class 23 contains 12725 members 
Mstep: Class 24 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 142Q: 19 clusters Score -4.219824e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3143 members 
Mstep: Class 3 contains 6046 members 
Mstep: Class 4 contains 49916 members 
Mstep: Class 6 contains 6397 members 
Mstep: Class 8 contains 77029 members 
Mstep: Class 9 contains 4107 members 
Mstep: Class 11 contains 9744 members 
Mstep: Class 12 contains 4822 members 
Mstep: Class 13 contains 455467 members 
Mstep: Class 14 contains 2707 members 
Mstep: Class 15 contains 11195 members 
Mstep: Class 16 contains 9561 members 
Mstep: Class 17 contains 5336 members 
Mstep: Class 19 contains 7541 members 
Mstep: Class 22 contains 11003 members 
Mstep: Class 23 contains 12726 members 
Mstep: Class 24 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 143Q: 19 clusters Score -4.219827e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3140 members 
Mstep: Class 3 contains 6045 members 
Mstep: Class 4 contains 49858 members 
Mstep: Class 6 contains 6397 members 
Mstep: Class 8 contains 77029 members 
Mstep: Class 9 contains 4085 members 
Mstep: Class 11 contains 9759 members 
Mstep: Class 12 contains 4823 members 
Mstep: Class 13 contains 455533 members 
Mstep: Class 14 contains 2707 members 
Mstep: Class 15 contains 11192 members 
Mstep: Class 16 contains 9561 members 
Mstep: Class 17 contains 5337 members 
Mstep: Class 19 contains 7544 members 
Mstep: Class 22 contains 11003 members 
Mstep: Class 23 contains 12727 members 
Mstep: Class 24 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 144Q: 19 clusters Score -4.219826e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3139 members 
Mstep: Class 3 contains 6044 members 
Mstep: Class 4 contains 49798 members 
Mstep: Class 6 contains 6395 members 
Mstep: Class 8 contains 77029 members 
Mstep: Class 9 contains 4071 members 
Mstep: Class 11 contains 9768 members 
Mstep: Class 12 contains 4821 members 
Mstep: Class 13 contains 455595 members 
Mstep: Class 14 contains 2708 members 
Mstep: Class 15 contains 11190 members 
Mstep: Class 16 contains 9560 members 
Mstep: Class 17 contains 5339 members 
Mstep: Class 19 contains 7551 members 
Mstep: Class 22 contains 11003 members 
Mstep: Class 23 contains 12729 members 
Mstep: Class 24 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198264.000000 Penalty: 39283.816406
Iteration 145Q: 19 clusters Score -4.219826e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3138 members 
Mstep: Class 3 contains 6044 members 
Mstep: Class 4 contains 49731 members 
Mstep: Class 6 contains 6394 members 
Mstep: Class 8 contains 77029 members 
Mstep: Class 9 contains 4064 members 
Mstep: Class 11 contains 9777 members 
Mstep: Class 12 contains 4821 members 
Mstep: Class 13 contains 455657 members 
Mstep: Class 14 contains 2710 members 
Mstep: Class 15 contains 11188 members 
Mstep: Class 16 contains 9559 members 
Mstep: Class 17 contains 5338 members 
Mstep: Class 19 contains 7556 members 
Mstep: Class 22 contains 11003 members 
Mstep: Class 23 contains 12731 members 
Mstep: Class 24 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198308.000000 Penalty: 39283.816406
Iteration 146Q: 19 clusters Score -4.219831e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3139 members 
Mstep: Class 3 contains 6045 members 
Mstep: Class 4 contains 49663 members 
Mstep: Class 6 contains 6393 members 
Mstep: Class 8 contains 77030 members 
Mstep: Class 9 contains 4047 members 
Mstep: Class 11 contains 9790 members 
Mstep: Class 12 contains 4822 members 
Mstep: Class 13 contains 455721 members 
Mstep: Class 14 contains 2713 members 
Mstep: Class 15 contains 11184 members 
Mstep: Class 16 contains 9559 members 
Mstep: Class 17 contains 5338 members 
Mstep: Class 19 contains 7558 members 
Mstep: Class 22 contains 11003 members 
Mstep: Class 23 contains 12735 members 
Mstep: Class 24 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198264.000000 Penalty: 39283.816406
Iteration 147Q: 19 clusters Score -4.219826e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3137 members 
Mstep: Class 3 contains 6045 members 
Mstep: Class 4 contains 49597 members 
Mstep: Class 6 contains 6393 members 
Mstep: Class 8 contains 77030 members 
Mstep: Class 9 contains 4035 members 
Mstep: Class 11 contains 9807 members 
Mstep: Class 12 contains 4822 members 
Mstep: Class 13 contains 455784 members 
Mstep: Class 14 contains 2714 members 
Mstep: Class 15 contains 11179 members 
Mstep: Class 16 contains 9559 members 
Mstep: Class 17 contains 5338 members 
Mstep: Class 19 contains 7559 members 
Mstep: Class 22 contains 11003 members 
Mstep: Class 23 contains 12738 members 
Mstep: Class 24 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198272.000000 Penalty: 39283.816406
Iteration 148Q: 19 clusters Score -4.219827e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3135 members 
Mstep: Class 3 contains 6045 members 
Mstep: Class 4 contains 49541 members 
Mstep: Class 6 contains 6393 members 
Mstep: Class 8 contains 77029 members 
Mstep: Class 9 contains 4020 members 
Mstep: Class 11 contains 9826 members 
Mstep: Class 12 contains 4825 members 
Mstep: Class 13 contains 455829 members 
Mstep: Class 14 contains 2714 members 
Mstep: Class 15 contains 11178 members 
Mstep: Class 16 contains 9559 members 
Mstep: Class 17 contains 5338 members 
Mstep: Class 19 contains 7563 members 
Mstep: Class 22 contains 11003 members 
Mstep: Class 23 contains 12742 members 
Mstep: Class 24 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198336.000000 Penalty: 39283.816406
Iteration 149Q: 19 clusters Score -4.219834e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3136 members 
Mstep: Class 3 contains 6045 members 
Mstep: Class 4 contains 49482 members 
Mstep: Class 6 contains 6393 members 
Mstep: Class 8 contains 77031 members 
Mstep: Class 9 contains 4008 members 
Mstep: Class 11 contains 9842 members 
Mstep: Class 12 contains 4826 members 
Mstep: Class 13 contains 455873 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 11177 members 
Mstep: Class 16 contains 9559 members 
Mstep: Class 17 contains 5338 members 
Mstep: Class 19 contains 7568 members 
Mstep: Class 22 contains 11003 members 
Mstep: Class 23 contains 12744 members 
Mstep: Class 24 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198312.000000 Penalty: 39283.816406
Iteration 150Q: 19 clusters Score -4.219831e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3138 members 
Mstep: Class 3 contains 6045 members 
Mstep: Class 4 contains 49416 members 
Mstep: Class 6 contains 6393 members 
Mstep: Class 8 contains 77032 members 
Mstep: Class 9 contains 3997 members 
Mstep: Class 11 contains 9863 members 
Mstep: Class 12 contains 4826 members 
Mstep: Class 13 contains 455923 members 
Mstep: Class 14 contains 2714 members 
Mstep: Class 15 contains 11176 members 
Mstep: Class 16 contains 9559 members 
Mstep: Class 17 contains 5338 members 
Mstep: Class 19 contains 7572 members 
Mstep: Class 22 contains 11003 members 
Mstep: Class 23 contains 12745 members 
Mstep: Class 24 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198328.000000 Penalty: 39283.816406
Iteration 151Q: 19 clusters Score -4.219833e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3139 members 
Mstep: Class 3 contains 6046 members 
Mstep: Class 4 contains 49353 members 
Mstep: Class 6 contains 6394 members 
Mstep: Class 8 contains 77028 members 
Mstep: Class 9 contains 3988 members 
Mstep: Class 11 contains 9877 members 
Mstep: Class 12 contains 4826 members 
Mstep: Class 13 contains 455976 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 11176 members 
Mstep: Class 16 contains 9559 members 
Mstep: Class 17 contains 5338 members 
Mstep: Class 19 contains 7577 members 
Mstep: Class 22 contains 11003 members 
Mstep: Class 23 contains 12745 members 
Mstep: Class 24 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198336.000000 Penalty: 39283.816406
Iteration 152Q: 19 clusters Score -4.219834e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3136 members 
Mstep: Class 3 contains 6044 members 
Mstep: Class 4 contains 49305 members 
Mstep: Class 6 contains 6393 members 
Mstep: Class 8 contains 77028 members 
Mstep: Class 9 contains 3981 members 
Mstep: Class 11 contains 9880 members 
Mstep: Class 12 contains 4826 members 
Mstep: Class 13 contains 456033 members 
Mstep: Class 14 contains 2711 members 
Mstep: Class 15 contains 11176 members 
Mstep: Class 16 contains 9559 members 
Mstep: Class 17 contains 5338 members 
Mstep: Class 19 contains 7582 members 
Mstep: Class 22 contains 11003 members 
Mstep: Class 23 contains 12745 members 
Mstep: Class 24 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198324.000000 Penalty: 39283.816406
Iteration 153Q: 19 clusters Score -4.219832e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3135 members 
Mstep: Class 3 contains 6041 members 
Mstep: Class 4 contains 49254 members 
Mstep: Class 6 contains 6392 members 
Mstep: Class 8 contains 77027 members 
Mstep: Class 9 contains 3974 members 
Mstep: Class 11 contains 9887 members 
Mstep: Class 12 contains 4826 members 
Mstep: Class 13 contains 456088 members 
Mstep: Class 14 contains 2713 members 
Mstep: Class 15 contains 11174 members 
Mstep: Class 16 contains 9559 members 
Mstep: Class 17 contains 5338 members 
Mstep: Class 19 contains 7584 members 
Mstep: Class 22 contains 11002 members 
Mstep: Class 23 contains 12746 members 
Mstep: Class 24 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198240.000000 Penalty: 39283.816406
Iteration 154Q: 19 clusters Score -4.219824e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3134 members 
Mstep: Class 3 contains 6039 members 
Mstep: Class 4 contains 49199 members 
Mstep: Class 6 contains 6392 members 
Mstep: Class 8 contains 77026 members 
Mstep: Class 9 contains 3967 members 
Mstep: Class 11 contains 9893 members 
Mstep: Class 12 contains 4826 members 
Mstep: Class 13 contains 456145 members 
Mstep: Class 14 contains 2716 members 
Mstep: Class 15 contains 11172 members 
Mstep: Class 16 contains 9561 members 
Mstep: Class 17 contains 5340 members 
Mstep: Class 19 contains 7584 members 
Mstep: Class 22 contains 11003 members 
Mstep: Class 23 contains 12743 members 
Mstep: Class 24 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198164.000000 Penalty: 39283.816406
Iteration 155Q: 19 clusters Score -4.219816e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3133 members 
Mstep: Class 3 contains 6034 members 
Mstep: Class 4 contains 49148 members 
Mstep: Class 6 contains 6390 members 
Mstep: Class 8 contains 77026 members 
Mstep: Class 9 contains 3965 members 
Mstep: Class 11 contains 9905 members 
Mstep: Class 12 contains 4825 members 
Mstep: Class 13 contains 456190 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 11169 members 
Mstep: Class 16 contains 9563 members 
Mstep: Class 17 contains 5344 members 
Mstep: Class 19 contains 7582 members 
Mstep: Class 22 contains 11003 members 
Mstep: Class 23 contains 12744 members 
Mstep: Class 24 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198200.000000 Penalty: 39283.816406
Iteration 156Q: 19 clusters Score -4.21982e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 49086 members 
Mstep: Class 6 contains 6390 members 
Mstep: Class 8 contains 77024 members 
Mstep: Class 9 contains 3963 members 
Mstep: Class 11 contains 9917 members 
Mstep: Class 12 contains 4826 members 
Mstep: Class 13 contains 456243 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 11167 members 
Mstep: Class 16 contains 9566 members 
Mstep: Class 17 contains 5344 members 
Mstep: Class 19 contains 7586 members 
Mstep: Class 22 contains 11003 members 
Mstep: Class 23 contains 12746 members 
Mstep: Class 24 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198196.000000 Penalty: 39283.816406
Iteration 157Q: 19 clusters Score -4.21982e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 6026 members 
Mstep: Class 4 contains 49032 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 8 contains 77023 members 
Mstep: Class 9 contains 3960 members 
Mstep: Class 11 contains 9931 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 456282 members 
Mstep: Class 14 contains 2720 members 
Mstep: Class 15 contains 11167 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 5344 members 
Mstep: Class 19 contains 7592 members 
Mstep: Class 22 contains 11003 members 
Mstep: Class 23 contains 12746 members 
Mstep: Class 24 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198208.000000 Penalty: 39283.816406
Iteration 158Q: 19 clusters Score -4.219821e+07 nChanged 80
Entering ConstructFrom: 
Score: -42198208.000000 Penalty: 39283.816406
Entering ConstructFrom: 
Trying to split cluster 1 (1940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Entering Unmasked Estep 
Score: -120681.484375 Penalty: 1230.197021
	Iteration 0F: 2 clusters Score -120681.5 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 924 members 
Entering Unmasked Estep 
Score: -118643.359375 Penalty: 2460.394043
	Iteration 0F: 3 clusters Score -118643.4 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -119080.703125 Penalty: 2460.394043
	Iteration 1F: 3 clusters Score -119080.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -119186.523438 Penalty: 2460.394043
	Iteration 2F: 3 clusters Score -119186.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -119249.414062 Penalty: 2460.394043
	Iteration 3Q: 3 clusters Score -119249.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -119292.210938 Penalty: 2460.394043
	Iteration 4Q: 3 clusters Score -119292.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -119327.515625 Penalty: 2460.394043
	Iteration 5Q: 3 clusters Score -119327.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -119350.195312 Penalty: 2460.394043
	Iteration 6Q: 3 clusters Score -119350.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -119369.367188 Penalty: 2460.394043
	Iteration 7Q: 3 clusters Score -119369.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -119380.007812 Penalty: 2460.394043
	Iteration 8Q: 3 clusters Score -119380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -119389.281250 Penalty: 2460.394043
	Iteration 9Q: 3 clusters Score -119389.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -119400.554688 Penalty: 2460.394043
	Iteration 10Q: 3 clusters Score -119400.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -119409.984375 Penalty: 2460.394043
	Iteration 11Q: 3 clusters Score -119410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -119420.531250 Penalty: 2460.394043
	Iteration 12Q: 3 clusters Score -119420.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -119431.726562 Penalty: 2460.394043
	Iteration 13Q: 3 clusters Score -119431.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -119441.375000 Penalty: 2460.394043
	Iteration 14Q: 3 clusters Score -119441.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -119454.179688 Penalty: 2460.394043
	Iteration 15Q: 3 clusters Score -119454.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -119469.210938 Penalty: 2460.394043
	Iteration 16Q: 3 clusters Score -119469.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -119483.101562 Penalty: 2460.394043
	Iteration 17Q: 3 clusters Score -119483.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -119498.789062 Penalty: 2460.394043
	Iteration 18Q: 3 clusters Score -119498.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -119509.531250 Penalty: 2460.394043
	Iteration 19Q: 3 clusters Score -119509.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -119517.281250 Penalty: 2460.394043
	Iteration 20F: 3 clusters Score -119517.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -119527.375000 Penalty: 2460.394043
	Iteration 21Q: 3 clusters Score -119527.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -119535.890625 Penalty: 2460.394043
	Iteration 22Q: 3 clusters Score -119535.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -119545.695312 Penalty: 2460.394043
	Iteration 23Q: 3 clusters Score -119545.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -119554.382812 Penalty: 2460.394043
	Iteration 24Q: 3 clusters Score -119554.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -119558.007812 Penalty: 2460.394043
	Iteration 25Q: 3 clusters Score -119558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -119563.539062 Penalty: 2460.394043
	Iteration 26Q: 3 clusters Score -119563.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -119570.062500 Penalty: 2460.394043
	Iteration 27Q: 3 clusters Score -119570.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -119576.312500 Penalty: 2460.394043
	Iteration 28Q: 3 clusters Score -119576.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -119580.742188 Penalty: 2460.394043
	Iteration 29Q: 3 clusters Score -119580.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -119587.101562 Penalty: 2460.394043
	Iteration 30Q: 3 clusters Score -119587.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -119594.007812 Penalty: 2460.394043
	Iteration 31Q: 3 clusters Score -119594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -119600.531250 Penalty: 2460.394043
	Iteration 32Q: 3 clusters Score -119600.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -119603.718750 Penalty: 2460.394043
	Iteration 33Q: 3 clusters Score -119603.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -119607.414062 Penalty: 2460.394043
	Iteration 34Q: 3 clusters Score -119607.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -119608.031250 Penalty: 2460.394043
	Iteration 35Q: 3 clusters Score -119608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -119608.171875 Penalty: 2460.394043
	Iteration 36Q: 3 clusters Score -119608.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -119608.171875 Penalty: 2460.394043
	Iteration 37F: 3 clusters Score -119608.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Entering Unmasked Estep 
Score: -196323.609375 Penalty: 1308.187500
	Iteration 0F: 2 clusters Score -196323.6 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 1535 members 
Entering Unmasked Estep 
Score: -193490.296875 Penalty: 2616.375000
	Iteration 0F: 3 clusters Score -193490.3 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -194188.593750 Penalty: 2616.375000
	Iteration 1F: 3 clusters Score -194188.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -194339.875000 Penalty: 2616.375000
	Iteration 2F: 3 clusters Score -194339.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -194426.187500 Penalty: 2616.375000
	Iteration 3Q: 3 clusters Score -194426.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -194507.140625 Penalty: 2616.375000
	Iteration 4Q: 3 clusters Score -194507.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -194574.109375 Penalty: 2616.375000
	Iteration 5Q: 3 clusters Score -194574.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -194619.375000 Penalty: 2616.375000
	Iteration 6Q: 3 clusters Score -194619.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -194670.078125 Penalty: 2616.375000
	Iteration 7Q: 3 clusters Score -194670.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -194719.593750 Penalty: 2616.375000
	Iteration 8Q: 3 clusters Score -194719.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -194767.031250 Penalty: 2616.375000
	Iteration 9Q: 3 clusters Score -194767 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -194822.750000 Penalty: 2616.375000
	Iteration 10Q: 3 clusters Score -194822.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -194880.546875 Penalty: 2616.375000
	Iteration 11Q: 3 clusters Score -194880.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -194929.687500 Penalty: 2616.375000
	Iteration 12Q: 3 clusters Score -194929.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -194972.375000 Penalty: 2616.375000
	Iteration 13Q: 3 clusters Score -194972.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -195018.140625 Penalty: 2616.375000
	Iteration 14Q: 3 clusters Score -195018.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -195061.484375 Penalty: 2616.375000
	Iteration 15Q: 3 clusters Score -195061.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -195094.359375 Penalty: 2616.375000
	Iteration 16Q: 3 clusters Score -195094.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -195118.453125 Penalty: 2616.375000
	Iteration 17Q: 3 clusters Score -195118.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -195135.859375 Penalty: 2616.375000
	Iteration 18Q: 3 clusters Score -195135.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -195150.500000 Penalty: 2616.375000
	Iteration 19Q: 3 clusters Score -195150.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -195159.515625 Penalty: 2616.375000
	Iteration 20F: 3 clusters Score -195159.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -195166.296875 Penalty: 2616.375000
	Iteration 21Q: 3 clusters Score -195166.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -195169.546875 Penalty: 2616.375000
	Iteration 22Q: 3 clusters Score -195169.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -195172.000000 Penalty: 2616.375000
	Iteration 23Q: 3 clusters Score -195172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -195172.500000 Penalty: 2616.375000
	Iteration 24Q: 3 clusters Score -195172.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -195173.843750 Penalty: 2616.375000
	Iteration 25Q: 3 clusters Score -195173.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -195173.843750 Penalty: 2616.375000
	Iteration 26F: 3 clusters Score -195173.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Entering Unmasked Estep 
Score: -397229.531250 Penalty: 1414.265869
	Iteration 0F: 2 clusters Score -397229.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -392648.343750 Penalty: 2828.531738
	Iteration 0F: 3 clusters Score -392648.3 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -393930.875000 Penalty: 2828.531738
	Iteration 1F: 3 clusters Score -393930.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -394087.375000 Penalty: 2828.531738
	Iteration 2F: 3 clusters Score -394087.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -394222.187500 Penalty: 2828.531738
	Iteration 3Q: 3 clusters Score -394222.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -394347.250000 Penalty: 2828.531738
	Iteration 4Q: 3 clusters Score -394347.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -394464.468750 Penalty: 2828.531738
	Iteration 5Q: 3 clusters Score -394464.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -394580.156250 Penalty: 2828.531738
	Iteration 6Q: 3 clusters Score -394580.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -394704.625000 Penalty: 2828.531738
	Iteration 7Q: 3 clusters Score -394704.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -394847.218750 Penalty: 2828.531738
	Iteration 8Q: 3 clusters Score -394847.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -394993.406250 Penalty: 2828.531738
	Iteration 9Q: 3 clusters Score -394993.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -395146.843750 Penalty: 2828.531738
	Iteration 10Q: 3 clusters Score -395146.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -395316.156250 Penalty: 2828.531738
	Iteration 11Q: 3 clusters Score -395316.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -395510.093750 Penalty: 2828.531738
	Iteration 12Q: 3 clusters Score -395510.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -395688.312500 Penalty: 2828.531738
	Iteration 13Q: 3 clusters Score -395688.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -395803.875000 Penalty: 2828.531738
	Iteration 14Q: 3 clusters Score -395803.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -395879.750000 Penalty: 2828.531738
	Iteration 15Q: 3 clusters Score -395879.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -395924.375000 Penalty: 2828.531738
	Iteration 16Q: 3 clusters Score -395924.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -395958.062500 Penalty: 2828.531738
	Iteration 17Q: 3 clusters Score -395958.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -395984.906250 Penalty: 2828.531738
	Iteration 18Q: 3 clusters Score -395984.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -396011.062500 Penalty: 2828.531738
	Iteration 19Q: 3 clusters Score -396011.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -396029.312500 Penalty: 2828.531738
	Iteration 20F: 3 clusters Score -396029.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -396036.031250 Penalty: 2828.531738
	Iteration 21Q: 3 clusters Score -396036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -396042.062500 Penalty: 2828.531738
	Iteration 22Q: 3 clusters Score -396042.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -396049.218750 Penalty: 2828.531738
	Iteration 23Q: 3 clusters Score -396049.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -396052.093750 Penalty: 2828.531738
	Iteration 24Q: 3 clusters Score -396052.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -396054.000000 Penalty: 2828.531738
	Iteration 25Q: 3 clusters Score -396054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -396055.937500 Penalty: 2828.531738
	Iteration 26Q: 3 clusters Score -396055.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -396060.031250 Penalty: 2828.531738
	Iteration 27Q: 3 clusters Score -396060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -396064.187500 Penalty: 2828.531738
	Iteration 28Q: 3 clusters Score -396064.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -396065.906250 Penalty: 2828.531738
	Iteration 29Q: 3 clusters Score -396065.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -396065.906250 Penalty: 2828.531738
	Iteration 30F: 3 clusters Score -396065.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (48977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48977 members 
Entering Unmasked Estep 
Score: -3168169.500000 Penalty: 1754.854614
	Iteration 0F: 2 clusters Score -3168170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -3135562.000000 Penalty: 3509.709229
	Iteration 0F: 3 clusters Score -3135562 nChanged 23042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -3148600.000000 Penalty: 3509.709229
	Iteration 1F: 3 clusters Score -3148600 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -3149588.750000 Penalty: 3509.709229
	Iteration 2Q: 3 clusters Score -3149589 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -3150898.500000 Penalty: 3509.709229
	Iteration 3F: 3 clusters Score -3150898 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -3152532.000000 Penalty: 3509.709229
	Iteration 4F: 3 clusters Score -3152532 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -3154234.750000 Penalty: 3509.709229
	Iteration 5F: 3 clusters Score -3154235 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -3156114.500000 Penalty: 3509.709229
	Iteration 6F: 3 clusters Score -3156114 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -3158247.750000 Penalty: 3509.709229
	Iteration 7F: 3 clusters Score -3158248 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -3160211.000000 Penalty: 3509.709229
	Iteration 8F: 3 clusters Score -3160211 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -3161607.250000 Penalty: 3509.709229
	Iteration 9Q: 3 clusters Score -3161607 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -3162306.000000 Penalty: 3509.709229
	Iteration 10Q: 3 clusters Score -3162306 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -3162655.000000 Penalty: 3509.709229
	Iteration 11Q: 3 clusters Score -3162655 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -3162850.250000 Penalty: 3509.709229
	Iteration 12Q: 3 clusters Score -3162850 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -3163028.500000 Penalty: 3509.709229
	Iteration 13Q: 3 clusters Score -3163028 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -3163182.000000 Penalty: 3509.709229
	Iteration 14Q: 3 clusters Score -3163182 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -3163325.500000 Penalty: 3509.709229
	Iteration 15Q: 3 clusters Score -3163326 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -3163466.000000 Penalty: 3509.709229
	Iteration 16Q: 3 clusters Score -3163466 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38470 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -3163626.500000 Penalty: 3509.709229
	Iteration 17Q: 3 clusters Score -3163626 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -3163770.250000 Penalty: 3509.709229
	Iteration 18Q: 3 clusters Score -3163770 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -3163941.250000 Penalty: 3509.709229
	Iteration 19Q: 3 clusters Score -3163941 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -3164109.000000 Penalty: 3509.709229
	Iteration 20F: 3 clusters Score -3164109 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -3164263.500000 Penalty: 3509.709229
	Iteration 21Q: 3 clusters Score -3164264 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41364 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -3164488.000000 Penalty: 3509.709229
	Iteration 22Q: 3 clusters Score -3164488 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -3164676.250000 Penalty: 3509.709229
	Iteration 23Q: 3 clusters Score -3164676 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -3164878.500000 Penalty: 3509.709229
	Iteration 24Q: 3 clusters Score -3164878 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43044 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -3165058.250000 Penalty: 3509.709229
	Iteration 25Q: 3 clusters Score -3165058 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -3165233.750000 Penalty: 3509.709229
	Iteration 26Q: 3 clusters Score -3165234 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -3165422.000000 Penalty: 3509.709229
	Iteration 27Q: 3 clusters Score -3165422 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -3165613.000000 Penalty: 3509.709229
	Iteration 28Q: 3 clusters Score -3165613 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -3165772.000000 Penalty: 3509.709229
	Iteration 29Q: 3 clusters Score -3165772 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -3165912.750000 Penalty: 3509.709229
	Iteration 30Q: 3 clusters Score -3165913 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45508 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -3166029.500000 Penalty: 3509.709229
	Iteration 31Q: 3 clusters Score -3166030 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -3166166.500000 Penalty: 3509.709229
	Iteration 32Q: 3 clusters Score -3166166 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46075 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -3166286.250000 Penalty: 3509.709229
	Iteration 33Q: 3 clusters Score -3166286 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -3166391.250000 Penalty: 3509.709229
	Iteration 34Q: 3 clusters Score -3166391 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -3166506.250000 Penalty: 3509.709229
	Iteration 35Q: 3 clusters Score -3166506 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46679 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3166584.750000 Penalty: 3509.709229
	Iteration 36Q: 3 clusters Score -3166585 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46838 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3166682.500000 Penalty: 3509.709229
	Iteration 37Q: 3 clusters Score -3166682 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46988 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3166748.000000 Penalty: 3509.709229
	Iteration 38Q: 3 clusters Score -3166748 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47106 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3166805.000000 Penalty: 3509.709229
	Iteration 39Q: 3 clusters Score -3166805 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47213 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3166860.500000 Penalty: 3509.709229
	Iteration 40F: 3 clusters Score -3166860 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47300 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3166915.250000 Penalty: 3509.709229
	Iteration 41Q: 3 clusters Score -3166915 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47368 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3166947.000000 Penalty: 3509.709229
	Iteration 42Q: 3 clusters Score -3166947 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47433 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3166981.000000 Penalty: 3509.709229
	Iteration 43Q: 3 clusters Score -3166981 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47472 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3166996.000000 Penalty: 3509.709229
	Iteration 44Q: 3 clusters Score -3166996 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47494 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3167002.500000 Penalty: 3509.709229
	Iteration 45Q: 3 clusters Score -3167002 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47516 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3167012.750000 Penalty: 3509.709229
	Iteration 46Q: 3 clusters Score -3167013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47528 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3167015.000000 Penalty: 3509.709229
	Iteration 47Q: 3 clusters Score -3167015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47540 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3167017.250000 Penalty: 3509.709229
	Iteration 48Q: 3 clusters Score -3167017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47545 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3167020.500000 Penalty: 3509.709229
	Iteration 49Q: 3 clusters Score -3167020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47547 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3167024.500000 Penalty: 3509.709229
	Iteration 50Q: 3 clusters Score -3167024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3167021.000000 Penalty: 3509.709229
	Iteration 51Q: 3 clusters Score -3167021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3167019.500000 Penalty: 3509.709229
	Iteration 52Q: 3 clusters Score -3167020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47553 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3167022.000000 Penalty: 3509.709229
	Iteration 53Q: 3 clusters Score -3167022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47554 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3167021.750000 Penalty: 3509.709229
	Iteration 54Q: 3 clusters Score -3167022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3167022.750000 Penalty: 3509.709229
	Iteration 55Q: 3 clusters Score -3167023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3167027.000000 Penalty: 3509.709229
	Iteration 56Q: 3 clusters Score -3167027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3167027.000000 Penalty: 3509.709229
	Iteration 57F: 3 clusters Score -3167027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Entering Unmasked Estep 
Score: -349973.250000 Penalty: 1423.904541
	Iteration 0F: 2 clusters Score -349973.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -345115.281250 Penalty: 2847.809082
	Iteration 0F: 3 clusters Score -345115.3 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -346742.031250 Penalty: 2847.809082
	Iteration 1F: 3 clusters Score -346742 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -347056.937500 Penalty: 2847.809082
	Iteration 2F: 3 clusters Score -347056.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -347286.437500 Penalty: 2847.809082
	Iteration 3F: 3 clusters Score -347286.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -347461.437500 Penalty: 2847.809082
	Iteration 4F: 3 clusters Score -347461.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -347612.625000 Penalty: 2847.809082
	Iteration 5Q: 3 clusters Score -347612.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -347746.593750 Penalty: 2847.809082
	Iteration 6Q: 3 clusters Score -347746.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -347848.937500 Penalty: 2847.809082
	Iteration 7Q: 3 clusters Score -347848.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -347935.218750 Penalty: 2847.809082
	Iteration 8Q: 3 clusters Score -347935.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -348003.437500 Penalty: 2847.809082
	Iteration 9Q: 3 clusters Score -348003.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -348056.156250 Penalty: 2847.809082
	Iteration 10Q: 3 clusters Score -348056.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -348103.125000 Penalty: 2847.809082
	Iteration 11Q: 3 clusters Score -348103.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -348129.625000 Penalty: 2847.809082
	Iteration 12Q: 3 clusters Score -348129.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -348148.468750 Penalty: 2847.809082
	Iteration 13Q: 3 clusters Score -348148.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -348164.718750 Penalty: 2847.809082
	Iteration 14Q: 3 clusters Score -348164.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -348186.250000 Penalty: 2847.809082
	Iteration 15Q: 3 clusters Score -348186.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -348206.968750 Penalty: 2847.809082
	Iteration 16Q: 3 clusters Score -348207 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -348223.812500 Penalty: 2847.809082
	Iteration 17Q: 3 clusters Score -348223.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -348239.250000 Penalty: 2847.809082
	Iteration 18Q: 3 clusters Score -348239.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -348257.531250 Penalty: 2847.809082
	Iteration 19Q: 3 clusters Score -348257.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -348280.187500 Penalty: 2847.809082
	Iteration 20F: 3 clusters Score -348280.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -348308.593750 Penalty: 2847.809082
	Iteration 21Q: 3 clusters Score -348308.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -348336.281250 Penalty: 2847.809082
	Iteration 22Q: 3 clusters Score -348336.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -348349.218750 Penalty: 2847.809082
	Iteration 23Q: 3 clusters Score -348349.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -348362.656250 Penalty: 2847.809082
	Iteration 24Q: 3 clusters Score -348362.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -348368.125000 Penalty: 2847.809082
	Iteration 25Q: 3 clusters Score -348368.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -348374.468750 Penalty: 2847.809082
	Iteration 26Q: 3 clusters Score -348374.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -348381.156250 Penalty: 2847.809082
	Iteration 27Q: 3 clusters Score -348381.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -348386.406250 Penalty: 2847.809082
	Iteration 28Q: 3 clusters Score -348386.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -348396.875000 Penalty: 2847.809082
	Iteration 29Q: 3 clusters Score -348396.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -348403.656250 Penalty: 2847.809082
	Iteration 30Q: 3 clusters Score -348403.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -348407.812500 Penalty: 2847.809082
	Iteration 31Q: 3 clusters Score -348407.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -348414.000000 Penalty: 2847.809082
	Iteration 32Q: 3 clusters Score -348414 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -348423.656250 Penalty: 2847.809082
	Iteration 33Q: 3 clusters Score -348423.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -348432.843750 Penalty: 2847.809082
	Iteration 34Q: 3 clusters Score -348432.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -348440.500000 Penalty: 2847.809082
	Iteration 35Q: 3 clusters Score -348440.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -348446.312500 Penalty: 2847.809082
	Iteration 36Q: 3 clusters Score -348446.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -348456.031250 Penalty: 2847.809082
	Iteration 37Q: 3 clusters Score -348456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -348464.500000 Penalty: 2847.809082
	Iteration 38Q: 3 clusters Score -348464.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -348470.906250 Penalty: 2847.809082
	Iteration 39Q: 3 clusters Score -348470.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -348476.812500 Penalty: 2847.809082
	Iteration 40F: 3 clusters Score -348476.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -348482.250000 Penalty: 2847.809082
	Iteration 41Q: 3 clusters Score -348482.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -348489.843750 Penalty: 2847.809082
	Iteration 42Q: 3 clusters Score -348489.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -348498.000000 Penalty: 2847.809082
	Iteration 43Q: 3 clusters Score -348498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -348502.937500 Penalty: 2847.809082
	Iteration 44Q: 3 clusters Score -348502.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -348507.156250 Penalty: 2847.809082
	Iteration 45Q: 3 clusters Score -348507.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -348511.531250 Penalty: 2847.809082
	Iteration 46Q: 3 clusters Score -348511.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -348517.937500 Penalty: 2847.809082
	Iteration 47Q: 3 clusters Score -348517.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -348526.875000 Penalty: 2847.809082
	Iteration 48Q: 3 clusters Score -348526.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -348536.093750 Penalty: 2847.809082
	Iteration 49Q: 3 clusters Score -348536.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -348550.187500 Penalty: 2847.809082
	Iteration 50Q: 3 clusters Score -348550.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -348562.031250 Penalty: 2847.809082
	Iteration 51Q: 3 clusters Score -348562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -348570.375000 Penalty: 2847.809082
	Iteration 52Q: 3 clusters Score -348570.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -348581.250000 Penalty: 2847.809082
	Iteration 53Q: 3 clusters Score -348581.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -348594.812500 Penalty: 2847.809082
	Iteration 54Q: 3 clusters Score -348594.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -348603.000000 Penalty: 2847.809082
	Iteration 55Q: 3 clusters Score -348603 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -348609.812500 Penalty: 2847.809082
	Iteration 56Q: 3 clusters Score -348609.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -348618.312500 Penalty: 2847.809082
	Iteration 57Q: 3 clusters Score -348618.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -348622.687500 Penalty: 2847.809082
	Iteration 58Q: 3 clusters Score -348622.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -348631.343750 Penalty: 2847.809082
	Iteration 59Q: 3 clusters Score -348631.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -348637.187500 Penalty: 2847.809082
	Iteration 60F: 3 clusters Score -348637.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -348644.656250 Penalty: 2847.809082
	Iteration 61Q: 3 clusters Score -348644.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -348651.718750 Penalty: 2847.809082
	Iteration 62Q: 3 clusters Score -348651.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -348660.093750 Penalty: 2847.809082
	Iteration 63Q: 3 clusters Score -348660.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -348667.781250 Penalty: 2847.809082
	Iteration 64Q: 3 clusters Score -348667.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -348677.093750 Penalty: 2847.809082
	Iteration 65Q: 3 clusters Score -348677.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -348685.968750 Penalty: 2847.809082
	Iteration 66Q: 3 clusters Score -348686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -348693.718750 Penalty: 2847.809082
	Iteration 67Q: 3 clusters Score -348693.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -348702.406250 Penalty: 2847.809082
	Iteration 68Q: 3 clusters Score -348702.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -348714.218750 Penalty: 2847.809082
	Iteration 69Q: 3 clusters Score -348714.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -348725.500000 Penalty: 2847.809082
	Iteration 70Q: 3 clusters Score -348725.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -348741.218750 Penalty: 2847.809082
	Iteration 71Q: 3 clusters Score -348741.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -348755.593750 Penalty: 2847.809082
	Iteration 72Q: 3 clusters Score -348755.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -348770.156250 Penalty: 2847.809082
	Iteration 73Q: 3 clusters Score -348770.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -348785.750000 Penalty: 2847.809082
	Iteration 74Q: 3 clusters Score -348785.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -348801.875000 Penalty: 2847.809082
	Iteration 75Q: 3 clusters Score -348801.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -348812.937500 Penalty: 2847.809082
	Iteration 76Q: 3 clusters Score -348812.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -348823.781250 Penalty: 2847.809082
	Iteration 77Q: 3 clusters Score -348823.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -348831.750000 Penalty: 2847.809082
	Iteration 78Q: 3 clusters Score -348831.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -348846.375000 Penalty: 2847.809082
	Iteration 79Q: 3 clusters Score -348846.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -348858.281250 Penalty: 2847.809082
	Iteration 80F: 3 clusters Score -348858.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -348872.343750 Penalty: 2847.809082
	Iteration 81Q: 3 clusters Score -348872.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -348881.375000 Penalty: 2847.809082
	Iteration 82Q: 3 clusters Score -348881.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -348890.812500 Penalty: 2847.809082
	Iteration 83Q: 3 clusters Score -348890.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -348898.062500 Penalty: 2847.809082
	Iteration 84Q: 3 clusters Score -348898.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -348905.406250 Penalty: 2847.809082
	Iteration 85Q: 3 clusters Score -348905.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -348908.312500 Penalty: 2847.809082
	Iteration 86Q: 3 clusters Score -348908.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -348910.375000 Penalty: 2847.809082
	Iteration 87Q: 3 clusters Score -348910.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -348913.468750 Penalty: 2847.809082
	Iteration 88Q: 3 clusters Score -348913.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -348915.625000 Penalty: 2847.809082
	Iteration 89Q: 3 clusters Score -348915.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -348916.281250 Penalty: 2847.809082
	Iteration 90Q: 3 clusters Score -348916.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -348917.000000 Penalty: 2847.809082
	Iteration 91Q: 3 clusters Score -348917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -348918.000000 Penalty: 2847.809082
	Iteration 92Q: 3 clusters Score -348918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -348921.500000 Penalty: 2847.809082
	Iteration 93Q: 3 clusters Score -348921.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -348924.218750 Penalty: 2847.809082
	Iteration 94Q: 3 clusters Score -348924.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -348927.375000 Penalty: 2847.809082
	Iteration 95Q: 3 clusters Score -348927.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -348929.187500 Penalty: 2847.809082
	Iteration 96Q: 3 clusters Score -348929.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -348933.500000 Penalty: 2847.809082
	Iteration 97Q: 3 clusters Score -348933.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -348935.843750 Penalty: 2847.809082
	Iteration 98Q: 3 clusters Score -348935.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -348937.593750 Penalty: 2847.809082
	Iteration 99Q: 3 clusters Score -348937.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -348939.906250 Penalty: 2847.809082
	Iteration 100F: 3 clusters Score -348939.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -348942.562500 Penalty: 2847.809082
	Iteration 101Q: 3 clusters Score -348942.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -348944.312500 Penalty: 2847.809082
	Iteration 102Q: 3 clusters Score -348944.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -348946.687500 Penalty: 2847.809082
	Iteration 103Q: 3 clusters Score -348946.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -348948.187500 Penalty: 2847.809082
	Iteration 104Q: 3 clusters Score -348948.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -348949.218750 Penalty: 2847.809082
	Iteration 105Q: 3 clusters Score -348949.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -348950.781250 Penalty: 2847.809082
	Iteration 106Q: 3 clusters Score -348950.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -348951.531250 Penalty: 2847.809082
	Iteration 107Q: 3 clusters Score -348951.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -348951.781250 Penalty: 2847.809082
	Iteration 108Q: 3 clusters Score -348951.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -348951.781250 Penalty: 2847.809082
	Iteration 109F: 3 clusters Score -348951.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (77020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77020 members 
Entering Unmasked Estep 
Score: -4837051.500000 Penalty: 1828.420898
	Iteration 0F: 2 clusters Score -4837052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -4785591.000000 Penalty: 3656.841797
	Iteration 0F: 3 clusters Score -4785591 nChanged 36604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -4806661.500000 Penalty: 3656.841797
	Iteration 1F: 3 clusters Score -4806662 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 40959 members 
Entering Unmasked Estep 
Score: -4807551.000000 Penalty: 3656.841797
	Iteration 2Q: 3 clusters Score -4807551 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -4808855.000000 Penalty: 3656.841797
	Iteration 3Q: 3 clusters Score -4808855 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 44996 members 
Entering Unmasked Estep 
Score: -4810734.500000 Penalty: 3656.841797
	Iteration 4F: 3 clusters Score -4810734 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 48321 members 
Entering Unmasked Estep 
Score: -4813261.000000 Penalty: 3656.841797
	Iteration 5F: 3 clusters Score -4813261 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 52347 members 
Entering Unmasked Estep 
Score: -4816432.500000 Penalty: 3656.841797
	Iteration 6F: 3 clusters Score -4816432 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 56905 members 
Entering Unmasked Estep 
Score: -4819948.500000 Penalty: 3656.841797
	Iteration 7F: 3 clusters Score -4819948 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 61473 members 
Entering Unmasked Estep 
Score: -4823437.000000 Penalty: 3656.841797
	Iteration 8F: 3 clusters Score -4823437 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 65696 members 
Entering Unmasked Estep 
Score: -4826677.500000 Penalty: 3656.841797
	Iteration 9F: 3 clusters Score -4826678 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 69206 members 
Entering Unmasked Estep 
Score: -4829322.500000 Penalty: 3656.841797
	Iteration 10Q: 3 clusters Score -4829322 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 71982 members 
Entering Unmasked Estep 
Score: -4831514.000000 Penalty: 3656.841797
	Iteration 11Q: 3 clusters Score -4831514 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 73981 members 
Entering Unmasked Estep 
Score: -4833156.500000 Penalty: 3656.841797
	Iteration 12Q: 3 clusters Score -4833156 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 75260 members 
Entering Unmasked Estep 
Score: -4834291.000000 Penalty: 3656.841797
	Iteration 13Q: 3 clusters Score -4834291 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 75921 members 
Entering Unmasked Estep 
Score: -4834876.000000 Penalty: 3656.841797
	Iteration 14Q: 3 clusters Score -4834876 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 76209 members 
Entering Unmasked Estep 
Score: -4835124.000000 Penalty: 3656.841797
	Iteration 15Q: 3 clusters Score -4835124 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 76346 members 
Entering Unmasked Estep 
Score: -4835249.000000 Penalty: 3656.841797
	Iteration 16Q: 3 clusters Score -4835249 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 76427 members 
Entering Unmasked Estep 
Score: -4835352.500000 Penalty: 3656.841797
	Iteration 17Q: 3 clusters Score -4835352 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 76469 members 
Entering Unmasked Estep 
Score: -4835434.500000 Penalty: 3656.841797
	Iteration 18Q: 3 clusters Score -4835434 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 76498 members 
Entering Unmasked Estep 
Score: -4835480.500000 Penalty: 3656.841797
	Iteration 19Q: 3 clusters Score -4835480 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 76511 members 
Entering Unmasked Estep 
Score: -4835525.500000 Penalty: 3656.841797
	Iteration 20F: 3 clusters Score -4835526 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 76521 members 
Entering Unmasked Estep 
Score: -4835554.000000 Penalty: 3656.841797
	Iteration 21Q: 3 clusters Score -4835554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 76530 members 
Entering Unmasked Estep 
Score: -4835564.000000 Penalty: 3656.841797
	Iteration 22Q: 3 clusters Score -4835564 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 76538 members 
Entering Unmasked Estep 
Score: -4835570.500000 Penalty: 3656.841797
	Iteration 23Q: 3 clusters Score -4835570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 76540 members 
Entering Unmasked Estep 
Score: -4835582.000000 Penalty: 3656.841797
	Iteration 24Q: 3 clusters Score -4835582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 76545 members 
Entering Unmasked Estep 
Score: -4835582.500000 Penalty: 3656.841797
	Iteration 25Q: 3 clusters Score -4835582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 76544 members 
Entering Unmasked Estep 
Score: -4835592.000000 Penalty: 3656.841797
	Iteration 26Q: 3 clusters Score -4835592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 76545 members 
Entering Unmasked Estep 
Score: -4835596.500000 Penalty: 3656.841797
	Iteration 27Q: 3 clusters Score -4835596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 76545 members 
Entering Unmasked Estep 
Score: -4835604.000000 Penalty: 3656.841797
	Iteration 28Q: 3 clusters Score -4835604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 76547 members 
Entering Unmasked Estep 
Score: -4835607.000000 Penalty: 3656.841797
	Iteration 29Q: 3 clusters Score -4835607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 76547 members 
Entering Unmasked Estep 
Score: -4835606.000000 Penalty: 3656.841797
	Iteration 30Q: 3 clusters Score -4835606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 76548 members 
Entering Unmasked Estep 
Score: -4835608.500000 Penalty: 3656.841797
	Iteration 31Q: 3 clusters Score -4835608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 76549 members 
Entering Unmasked Estep 
Score: -4835606.500000 Penalty: 3656.841797
	Iteration 32Q: 3 clusters Score -4835606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 76551 members 
Entering Unmasked Estep 
Score: -4835605.000000 Penalty: 3656.841797
	Iteration 33Q: 3 clusters Score -4835605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 76551 members 
Entering Unmasked Estep 
Score: -4835611.000000 Penalty: 3656.841797
	Iteration 34Q: 3 clusters Score -4835611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 76557 members 
Entering Unmasked Estep 
Score: -4835615.000000 Penalty: 3656.841797
	Iteration 35Q: 3 clusters Score -4835615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 76555 members 
Entering Unmasked Estep 
Score: -4835620.000000 Penalty: 3656.841797
	Iteration 36Q: 3 clusters Score -4835620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 76556 members 
Entering Unmasked Estep 
Score: -4835622.500000 Penalty: 3656.841797
	Iteration 37Q: 3 clusters Score -4835622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 76557 members 
Entering Unmasked Estep 
Score: -4835628.000000 Penalty: 3656.841797
	Iteration 38Q: 3 clusters Score -4835628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 76561 members 
Entering Unmasked Estep 
Score: -4835636.500000 Penalty: 3656.841797
	Iteration 39Q: 3 clusters Score -4835636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 76564 members 
Entering Unmasked Estep 
Score: -4835643.000000 Penalty: 3656.841797
	Iteration 40F: 3 clusters Score -4835643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 76566 members 
Entering Unmasked Estep 
Score: -4835639.000000 Penalty: 3656.841797
	Iteration 41Q: 3 clusters Score -4835639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 76569 members 
Entering Unmasked Estep 
Score: -4835640.500000 Penalty: 3656.841797
	Iteration 42Q: 3 clusters Score -4835640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 76569 members 
Entering Unmasked Estep 
Score: -4835644.000000 Penalty: 3656.841797
	Iteration 43Q: 3 clusters Score -4835644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 76568 members 
Entering Unmasked Estep 
Score: -4835641.000000 Penalty: 3656.841797
	Iteration 44Q: 3 clusters Score -4835641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 76567 members 
Entering Unmasked Estep 
Score: -4835645.000000 Penalty: 3656.841797
	Iteration 45Q: 3 clusters Score -4835645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 76567 members 
Entering Unmasked Estep 
Score: -4835644.000000 Penalty: 3656.841797
	Iteration 46Q: 3 clusters Score -4835644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 76568 members 
Entering Unmasked Estep 
Score: -4835643.500000 Penalty: 3656.841797
	Iteration 47Q: 3 clusters Score -4835644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 76568 members 
Entering Unmasked Estep 
Score: -4835643.500000 Penalty: 3656.841797
	Iteration 48F: 3 clusters Score -4835644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Entering Unmasked Estep 
Score: -266227.000000 Penalty: 1346.108887
	Iteration 0F: 2 clusters Score -266227 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 1947 members 
Entering Unmasked Estep 
Score: -262840.187500 Penalty: 2692.217773
	Iteration 0F: 3 clusters Score -262840.2 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -263637.437500 Penalty: 2692.217773
	Iteration 1F: 3 clusters Score -263637.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -263787.500000 Penalty: 2692.217773
	Iteration 2F: 3 clusters Score -263787.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -263900.718750 Penalty: 2692.217773
	Iteration 3F: 3 clusters Score -263900.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -264003.437500 Penalty: 2692.217773
	Iteration 4Q: 3 clusters Score -264003.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -264122.781250 Penalty: 2692.217773
	Iteration 5Q: 3 clusters Score -264122.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -264243.125000 Penalty: 2692.217773
	Iteration 6Q: 3 clusters Score -264243.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -264343.687500 Penalty: 2692.217773
	Iteration 7Q: 3 clusters Score -264343.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -264445.093750 Penalty: 2692.217773
	Iteration 8Q: 3 clusters Score -264445.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -264539.093750 Penalty: 2692.217773
	Iteration 9Q: 3 clusters Score -264539.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -264620.593750 Penalty: 2692.217773
	Iteration 10Q: 3 clusters Score -264620.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -264702.875000 Penalty: 2692.217773
	Iteration 11Q: 3 clusters Score -264702.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -264764.625000 Penalty: 2692.217773
	Iteration 12Q: 3 clusters Score -264764.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -264799.187500 Penalty: 2692.217773
	Iteration 13Q: 3 clusters Score -264799.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -264823.687500 Penalty: 2692.217773
	Iteration 14Q: 3 clusters Score -264823.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -264838.500000 Penalty: 2692.217773
	Iteration 15Q: 3 clusters Score -264838.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -264850.531250 Penalty: 2692.217773
	Iteration 16Q: 3 clusters Score -264850.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -264862.968750 Penalty: 2692.217773
	Iteration 17Q: 3 clusters Score -264863 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -264872.343750 Penalty: 2692.217773
	Iteration 18Q: 3 clusters Score -264872.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -264882.375000 Penalty: 2692.217773
	Iteration 19Q: 3 clusters Score -264882.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -264890.093750 Penalty: 2692.217773
	Iteration 20F: 3 clusters Score -264890.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -264898.343750 Penalty: 2692.217773
	Iteration 21Q: 3 clusters Score -264898.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -264907.562500 Penalty: 2692.217773
	Iteration 22Q: 3 clusters Score -264907.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -264914.531250 Penalty: 2692.217773
	Iteration 23Q: 3 clusters Score -264914.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -264919.000000 Penalty: 2692.217773
	Iteration 24Q: 3 clusters Score -264919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -264924.875000 Penalty: 2692.217773
	Iteration 25Q: 3 clusters Score -264924.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -264927.593750 Penalty: 2692.217773
	Iteration 26Q: 3 clusters Score -264927.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -264928.031250 Penalty: 2692.217773
	Iteration 27Q: 3 clusters Score -264928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -264929.593750 Penalty: 2692.217773
	Iteration 28Q: 3 clusters Score -264929.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -264930.906250 Penalty: 2692.217773
	Iteration 29Q: 3 clusters Score -264930.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -264931.343750 Penalty: 2692.217773
	Iteration 30Q: 3 clusters Score -264931.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -264931.812500 Penalty: 2692.217773
	Iteration 31Q: 3 clusters Score -264931.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -264931.812500 Penalty: 2692.217773
	Iteration 32F: 3 clusters Score -264931.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Entering Unmasked Estep 
Score: -652074.062500 Penalty: 1495.718750
	Iteration 0F: 2 clusters Score -652074.1 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 5033 members 
Entering Unmasked Estep 
Score: -644896.687500 Penalty: 2991.437500
	Iteration 0F: 3 clusters Score -644896.7 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -647222.937500 Penalty: 2991.437500
	Iteration 1F: 3 clusters Score -647222.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -647413.062500 Penalty: 2991.437500
	Iteration 2F: 3 clusters Score -647413.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -647577.937500 Penalty: 2991.437500
	Iteration 3Q: 3 clusters Score -647577.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -647744.625000 Penalty: 2991.437500
	Iteration 4Q: 3 clusters Score -647744.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -647923.562500 Penalty: 2991.437500
	Iteration 5Q: 3 clusters Score -647923.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -648107.875000 Penalty: 2991.437500
	Iteration 6Q: 3 clusters Score -648107.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -648313.312500 Penalty: 2991.437500
	Iteration 7Q: 3 clusters Score -648313.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -648589.437500 Penalty: 2991.437500
	Iteration 8Q: 3 clusters Score -648589.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -648923.125000 Penalty: 2991.437500
	Iteration 9Q: 3 clusters Score -648923.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -649315.875000 Penalty: 2991.437500
	Iteration 10F: 3 clusters Score -649315.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -649728.062500 Penalty: 2991.437500
	Iteration 11Q: 3 clusters Score -649728.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -650089.812500 Penalty: 2991.437500
	Iteration 12Q: 3 clusters Score -650089.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -650344.000000 Penalty: 2991.437500
	Iteration 13Q: 3 clusters Score -650344 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -650484.312500 Penalty: 2991.437500
	Iteration 14Q: 3 clusters Score -650484.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -650564.000000 Penalty: 2991.437500
	Iteration 15Q: 3 clusters Score -650564 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -650634.687500 Penalty: 2991.437500
	Iteration 16Q: 3 clusters Score -650634.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -650679.562500 Penalty: 2991.437500
	Iteration 17Q: 3 clusters Score -650679.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -650707.937500 Penalty: 2991.437500
	Iteration 18Q: 3 clusters Score -650707.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -650716.750000 Penalty: 2991.437500
	Iteration 19Q: 3 clusters Score -650716.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -650727.812500 Penalty: 2991.437500
	Iteration 20F: 3 clusters Score -650727.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -650735.937500 Penalty: 2991.437500
	Iteration 21Q: 3 clusters Score -650735.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -650741.187500 Penalty: 2991.437500
	Iteration 22Q: 3 clusters Score -650741.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -650744.687500 Penalty: 2991.437500
	Iteration 23Q: 3 clusters Score -650744.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -650747.437500 Penalty: 2991.437500
	Iteration 24Q: 3 clusters Score -650747.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -650748.437500 Penalty: 2991.437500
	Iteration 25Q: 3 clusters Score -650748.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -650748.437500 Penalty: 2991.437500
	Iteration 26F: 3 clusters Score -650748.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Entering Unmasked Estep 
Score: -305650.125000 Penalty: 1378.389038
	Iteration 0F: 2 clusters Score -305650.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -301737.625000 Penalty: 2756.778076
	Iteration 0F: 3 clusters Score -301737.6 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -302811.000000 Penalty: 2756.778076
	Iteration 1F: 3 clusters Score -302811 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -302969.031250 Penalty: 2756.778076
	Iteration 2F: 3 clusters Score -302969 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -303059.750000 Penalty: 2756.778076
	Iteration 3Q: 3 clusters Score -303059.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -303130.156250 Penalty: 2756.778076
	Iteration 4Q: 3 clusters Score -303130.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -303185.500000 Penalty: 2756.778076
	Iteration 5Q: 3 clusters Score -303185.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -303242.218750 Penalty: 2756.778076
	Iteration 6Q: 3 clusters Score -303242.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -303304.062500 Penalty: 2756.778076
	Iteration 7Q: 3 clusters Score -303304.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -303377.125000 Penalty: 2756.778076
	Iteration 8Q: 3 clusters Score -303377.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -303453.218750 Penalty: 2756.778076
	Iteration 9Q: 3 clusters Score -303453.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -303534.500000 Penalty: 2756.778076
	Iteration 10Q: 3 clusters Score -303534.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -303626.812500 Penalty: 2756.778076
	Iteration 11Q: 3 clusters Score -303626.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -303725.812500 Penalty: 2756.778076
	Iteration 12Q: 3 clusters Score -303725.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -303841.406250 Penalty: 2756.778076
	Iteration 13Q: 3 clusters Score -303841.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -303971.843750 Penalty: 2756.778076
	Iteration 14Q: 3 clusters Score -303971.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -304099.375000 Penalty: 2756.778076
	Iteration 15Q: 3 clusters Score -304099.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -304197.062500 Penalty: 2756.778076
	Iteration 16Q: 3 clusters Score -304197.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -304282.093750 Penalty: 2756.778076
	Iteration 17Q: 3 clusters Score -304282.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -304346.906250 Penalty: 2756.778076
	Iteration 18Q: 3 clusters Score -304346.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -304397.531250 Penalty: 2756.778076
	Iteration 19Q: 3 clusters Score -304397.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -304436.656250 Penalty: 2756.778076
	Iteration 20F: 3 clusters Score -304436.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -304463.375000 Penalty: 2756.778076
	Iteration 21Q: 3 clusters Score -304463.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -304485.750000 Penalty: 2756.778076
	Iteration 22Q: 3 clusters Score -304485.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -304504.312500 Penalty: 2756.778076
	Iteration 23Q: 3 clusters Score -304504.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -304515.156250 Penalty: 2756.778076
	Iteration 24Q: 3 clusters Score -304515.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -304527.343750 Penalty: 2756.778076
	Iteration 25Q: 3 clusters Score -304527.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -304532.906250 Penalty: 2756.778076
	Iteration 26Q: 3 clusters Score -304532.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -304539.406250 Penalty: 2756.778076
	Iteration 27Q: 3 clusters Score -304539.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -304542.875000 Penalty: 2756.778076
	Iteration 28Q: 3 clusters Score -304542.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -304545.375000 Penalty: 2756.778076
	Iteration 29Q: 3 clusters Score -304545.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -304547.187500 Penalty: 2756.778076
	Iteration 30Q: 3 clusters Score -304547.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -304547.500000 Penalty: 2756.778076
	Iteration 31Q: 3 clusters Score -304547.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -304547.500000 Penalty: 2756.778076
	Iteration 32F: 3 clusters Score -304547.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (456319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456319 members 
Entering Unmasked Estep 
Score: -28965134.000000 Penalty: 2117.529053
	Iteration 0F: 2 clusters Score -2.896513e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228112 members 
Mstep: Class 2 contains 228207 members 
Entering Unmasked Estep 
Score: -28657158.000000 Penalty: 4235.058105
	Iteration 0F: 3 clusters Score -2.865716e+07 nChanged 223202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230532 members 
Mstep: Class 2 contains 225787 members 
Entering Unmasked Estep 
Score: -28791412.000000 Penalty: 4235.058105
	Iteration 1F: 3 clusters Score -2.879141e+07 nChanged 11885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232331 members 
Mstep: Class 2 contains 223988 members 
Entering Unmasked Estep 
Score: -28794006.000000 Penalty: 4235.058105
	Iteration 2Q: 3 clusters Score -2.879401e+07 nChanged 13194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235147 members 
Mstep: Class 2 contains 221172 members 
Entering Unmasked Estep 
Score: -28796956.000000 Penalty: 4235.058105
	Iteration 3Q: 3 clusters Score -2.879696e+07 nChanged 14893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239278 members 
Mstep: Class 2 contains 217041 members 
Entering Unmasked Estep 
Score: -28801094.000000 Penalty: 4235.058105
	Iteration 4Q: 3 clusters Score -2.880109e+07 nChanged 17083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245197 members 
Mstep: Class 2 contains 211122 members 
Entering Unmasked Estep 
Score: -28806196.000000 Penalty: 4235.058105
	Iteration 5Q: 3 clusters Score -2.88062e+07 nChanged 19427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253558 members 
Mstep: Class 2 contains 202761 members 
Entering Unmasked Estep 
Score: -28813084.000000 Penalty: 4235.058105
	Iteration 6Q: 3 clusters Score -2.881308e+07 nChanged 21657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264665 members 
Mstep: Class 2 contains 191654 members 
Entering Unmasked Estep 
Score: -28821552.000000 Penalty: 4235.058105
	Iteration 7Q: 3 clusters Score -2.882155e+07 nChanged 22864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278571 members 
Mstep: Class 2 contains 177748 members 
Entering Unmasked Estep 
Score: -28832262.000000 Penalty: 4235.058105
	Iteration 8F: 3 clusters Score -2.883226e+07 nChanged 23543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295084 members 
Mstep: Class 2 contains 161235 members 
Entering Unmasked Estep 
Score: -28844778.000000 Penalty: 4235.058105
	Iteration 9F: 3 clusters Score -2.884478e+07 nChanged 23240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313292 members 
Mstep: Class 2 contains 143027 members 
Entering Unmasked Estep 
Score: -28860470.000000 Penalty: 4235.058105
	Iteration 10F: 3 clusters Score -2.886047e+07 nChanged 22849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331585 members 
Mstep: Class 2 contains 124734 members 
Entering Unmasked Estep 
Score: -28878562.000000 Penalty: 4235.058105
	Iteration 11F: 3 clusters Score -2.887856e+07 nChanged 20432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347179 members 
Mstep: Class 2 contains 109140 members 
Entering Unmasked Estep 
Score: -28895272.000000 Penalty: 4235.058105
	Iteration 12Q: 3 clusters Score -2.889527e+07 nChanged 16594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359189 members 
Mstep: Class 2 contains 97130 members 
Entering Unmasked Estep 
Score: -28906662.000000 Penalty: 4235.058105
	Iteration 13Q: 3 clusters Score -2.890666e+07 nChanged 12265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369370 members 
Mstep: Class 2 contains 86949 members 
Entering Unmasked Estep 
Score: -28913492.000000 Penalty: 4235.058105
	Iteration 14Q: 3 clusters Score -2.891349e+07 nChanged 9912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379074 members 
Mstep: Class 2 contains 77245 members 
Entering Unmasked Estep 
Score: -28918582.000000 Penalty: 4235.058105
	Iteration 15Q: 3 clusters Score -2.891858e+07 nChanged 9427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388497 members 
Mstep: Class 2 contains 67822 members 
Entering Unmasked Estep 
Score: -28923456.000000 Penalty: 4235.058105
	Iteration 16Q: 3 clusters Score -2.892346e+07 nChanged 9147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397644 members 
Mstep: Class 2 contains 58675 members 
Entering Unmasked Estep 
Score: -28928218.000000 Penalty: 4235.058105
	Iteration 17Q: 3 clusters Score -2.892822e+07 nChanged 8754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406398 members 
Mstep: Class 2 contains 49921 members 
Entering Unmasked Estep 
Score: -28933042.000000 Penalty: 4235.058105
	Iteration 18Q: 3 clusters Score -2.893304e+07 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414450 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -28937582.000000 Penalty: 4235.058105
	Iteration 19Q: 3 clusters Score -2.893758e+07 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421897 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -28941922.000000 Penalty: 4235.058105
	Iteration 20F: 3 clusters Score -2.894192e+07 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428551 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -28945914.000000 Penalty: 4235.058105
	Iteration 21Q: 3 clusters Score -2.894591e+07 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434404 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -28949890.000000 Penalty: 4235.058105
	Iteration 22Q: 3 clusters Score -2.894989e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439370 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -28952770.000000 Penalty: 4235.058105
	Iteration 23Q: 3 clusters Score -2.895277e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443423 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -28955482.000000 Penalty: 4235.058105
	Iteration 24Q: 3 clusters Score -2.895548e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446632 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -28957298.000000 Penalty: 4235.058105
	Iteration 25Q: 3 clusters Score -2.89573e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449161 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -28958942.000000 Penalty: 4235.058105
	Iteration 26Q: 3 clusters Score -2.895894e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451110 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -28960028.000000 Penalty: 4235.058105
	Iteration 27Q: 3 clusters Score -2.896003e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452598 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -28961008.000000 Penalty: 4235.058105
	Iteration 28Q: 3 clusters Score -2.896101e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453692 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -28961868.000000 Penalty: 4235.058105
	Iteration 29Q: 3 clusters Score -2.896187e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454459 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -28962362.000000 Penalty: 4235.058105
	Iteration 30Q: 3 clusters Score -2.896236e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454947 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -28962722.000000 Penalty: 4235.058105
	Iteration 31Q: 3 clusters Score -2.896272e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455265 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -28962990.000000 Penalty: 4235.058105
	Iteration 32Q: 3 clusters Score -2.896299e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455462 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -28963118.000000 Penalty: 4235.058105
	Iteration 33Q: 3 clusters Score -2.896312e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455573 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -28963226.000000 Penalty: 4235.058105
	Iteration 34Q: 3 clusters Score -2.896323e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455650 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -28963290.000000 Penalty: 4235.058105
	Iteration 35Q: 3 clusters Score -2.896329e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455704 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -28963346.000000 Penalty: 4235.058105
	Iteration 36Q: 3 clusters Score -2.896335e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455749 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -28963346.000000 Penalty: 4235.058105
	Iteration 37Q: 3 clusters Score -2.896335e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455775 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -28963366.000000 Penalty: 4235.058105
	Iteration 38Q: 3 clusters Score -2.896337e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455797 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -28963374.000000 Penalty: 4235.058105
	Iteration 39Q: 3 clusters Score -2.896337e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455819 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -28963422.000000 Penalty: 4235.058105
	Iteration 40F: 3 clusters Score -2.896342e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455827 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -28963440.000000 Penalty: 4235.058105
	Iteration 41Q: 3 clusters Score -2.896344e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455832 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -28963412.000000 Penalty: 4235.058105
	Iteration 42Q: 3 clusters Score -2.896341e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455834 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -28963422.000000 Penalty: 4235.058105
	Iteration 43Q: 3 clusters Score -2.896342e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455841 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -28963440.000000 Penalty: 4235.058105
	Iteration 44Q: 3 clusters Score -2.896344e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455850 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -28963440.000000 Penalty: 4235.058105
	Iteration 45Q: 3 clusters Score -2.896344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455856 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -28963442.000000 Penalty: 4235.058105
	Iteration 46Q: 3 clusters Score -2.896344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455862 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -28963434.000000 Penalty: 4235.058105
	Iteration 47Q: 3 clusters Score -2.896343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455866 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -28963436.000000 Penalty: 4235.058105
	Iteration 48Q: 3 clusters Score -2.896344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455874 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -28963428.000000 Penalty: 4235.058105
	Iteration 49Q: 3 clusters Score -2.896343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455877 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -28963426.000000 Penalty: 4235.058105
	Iteration 50Q: 3 clusters Score -2.896343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455881 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -28963436.000000 Penalty: 4235.058105
	Iteration 51Q: 3 clusters Score -2.896344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455882 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -28963448.000000 Penalty: 4235.058105
	Iteration 52Q: 3 clusters Score -2.896345e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455882 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -28963448.000000 Penalty: 4235.058105
	Iteration 53F: 3 clusters Score -2.896345e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Entering Unmasked Estep 
Score: -160951.687500 Penalty: 1285.112915
	Iteration 0F: 2 clusters Score -160951.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -158392.109375 Penalty: 2570.225830
	Iteration 0F: 3 clusters Score -158392.1 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -159002.468750 Penalty: 2570.225830
	Iteration 1F: 3 clusters Score -159002.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -159144.265625 Penalty: 2570.225830
	Iteration 2F: 3 clusters Score -159144.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -159238.437500 Penalty: 2570.225830
	Iteration 3Q: 3 clusters Score -159238.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -159317.484375 Penalty: 2570.225830
	Iteration 4Q: 3 clusters Score -159317.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -159378.421875 Penalty: 2570.225830
	Iteration 5Q: 3 clusters Score -159378.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -159421.343750 Penalty: 2570.225830
	Iteration 6Q: 3 clusters Score -159421.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -159462.078125 Penalty: 2570.225830
	Iteration 7Q: 3 clusters Score -159462.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -159498.703125 Penalty: 2570.225830
	Iteration 8Q: 3 clusters Score -159498.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -159533.203125 Penalty: 2570.225830
	Iteration 9Q: 3 clusters Score -159533.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -159566.281250 Penalty: 2570.225830
	Iteration 10Q: 3 clusters Score -159566.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -159590.343750 Penalty: 2570.225830
	Iteration 11Q: 3 clusters Score -159590.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -159614.687500 Penalty: 2570.225830
	Iteration 12Q: 3 clusters Score -159614.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -159638.093750 Penalty: 2570.225830
	Iteration 13Q: 3 clusters Score -159638.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -159659.000000 Penalty: 2570.225830
	Iteration 14Q: 3 clusters Score -159659 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -159681.671875 Penalty: 2570.225830
	Iteration 15Q: 3 clusters Score -159681.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -159703.328125 Penalty: 2570.225830
	Iteration 16Q: 3 clusters Score -159703.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -159719.421875 Penalty: 2570.225830
	Iteration 17Q: 3 clusters Score -159719.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -159732.921875 Penalty: 2570.225830
	Iteration 18Q: 3 clusters Score -159732.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -159744.343750 Penalty: 2570.225830
	Iteration 19Q: 3 clusters Score -159744.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -159758.109375 Penalty: 2570.225830
	Iteration 20F: 3 clusters Score -159758.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -159775.015625 Penalty: 2570.225830
	Iteration 21Q: 3 clusters Score -159775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -159788.953125 Penalty: 2570.225830
	Iteration 22Q: 3 clusters Score -159789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -159802.421875 Penalty: 2570.225830
	Iteration 23Q: 3 clusters Score -159802.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -159817.578125 Penalty: 2570.225830
	Iteration 24Q: 3 clusters Score -159817.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -159838.578125 Penalty: 2570.225830
	Iteration 25Q: 3 clusters Score -159838.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -159851.984375 Penalty: 2570.225830
	Iteration 26Q: 3 clusters Score -159852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -159860.687500 Penalty: 2570.225830
	Iteration 27Q: 3 clusters Score -159860.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -159867.750000 Penalty: 2570.225830
	Iteration 28Q: 3 clusters Score -159867.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -159872.796875 Penalty: 2570.225830
	Iteration 29Q: 3 clusters Score -159872.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -159876.375000 Penalty: 2570.225830
	Iteration 30Q: 3 clusters Score -159876.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -159879.390625 Penalty: 2570.225830
	Iteration 31Q: 3 clusters Score -159879.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -159882.359375 Penalty: 2570.225830
	Iteration 32Q: 3 clusters Score -159882.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -159886.437500 Penalty: 2570.225830
	Iteration 33Q: 3 clusters Score -159886.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -159889.656250 Penalty: 2570.225830
	Iteration 34Q: 3 clusters Score -159889.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -159894.218750 Penalty: 2570.225830
	Iteration 35Q: 3 clusters Score -159894.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -159895.718750 Penalty: 2570.225830
	Iteration 36Q: 3 clusters Score -159895.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -159896.093750 Penalty: 2570.225830
	Iteration 37Q: 3 clusters Score -159896.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -159896.468750 Penalty: 2570.225830
	Iteration 38Q: 3 clusters Score -159896.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -159896.468750 Penalty: 2570.225830
	Iteration 39F: 3 clusters Score -159896.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Entering Unmasked Estep 
Score: -689331.312500 Penalty: 1514.631226
	Iteration 0F: 2 clusters Score -689331.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -681435.125000 Penalty: 3029.262451
	Iteration 0F: 3 clusters Score -681435.1 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -683983.875000 Penalty: 3029.262451
	Iteration 1F: 3 clusters Score -683983.9 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -684270.375000 Penalty: 3029.262451
	Iteration 2F: 3 clusters Score -684270.4 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -684525.187500 Penalty: 3029.262451
	Iteration 3F: 3 clusters Score -684525.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -684745.750000 Penalty: 3029.262451
	Iteration 4Q: 3 clusters Score -684745.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -684954.437500 Penalty: 3029.262451
	Iteration 5Q: 3 clusters Score -684954.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -685184.250000 Penalty: 3029.262451
	Iteration 6Q: 3 clusters Score -685184.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -685434.500000 Penalty: 3029.262451
	Iteration 7Q: 3 clusters Score -685434.5 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -685757.687500 Penalty: 3029.262451
	Iteration 8Q: 3 clusters Score -685757.7 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -686136.812500 Penalty: 3029.262451
	Iteration 9Q: 3 clusters Score -686136.8 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -686554.062500 Penalty: 3029.262451
	Iteration 10Q: 3 clusters Score -686554.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -686947.562500 Penalty: 3029.262451
	Iteration 11Q: 3 clusters Score -686947.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -687320.562500 Penalty: 3029.262451
	Iteration 12Q: 3 clusters Score -687320.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -687631.125000 Penalty: 3029.262451
	Iteration 13Q: 3 clusters Score -687631.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -687824.812500 Penalty: 3029.262451
	Iteration 14Q: 3 clusters Score -687824.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -687933.062500 Penalty: 3029.262451
	Iteration 15Q: 3 clusters Score -687933.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -688010.375000 Penalty: 3029.262451
	Iteration 16Q: 3 clusters Score -688010.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -688070.187500 Penalty: 3029.262451
	Iteration 17Q: 3 clusters Score -688070.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -688103.250000 Penalty: 3029.262451
	Iteration 18Q: 3 clusters Score -688103.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -688136.187500 Penalty: 3029.262451
	Iteration 19Q: 3 clusters Score -688136.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -688163.187500 Penalty: 3029.262451
	Iteration 20F: 3 clusters Score -688163.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -688189.437500 Penalty: 3029.262451
	Iteration 21Q: 3 clusters Score -688189.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -688211.875000 Penalty: 3029.262451
	Iteration 22Q: 3 clusters Score -688211.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -688226.812500 Penalty: 3029.262451
	Iteration 23Q: 3 clusters Score -688226.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -688242.437500 Penalty: 3029.262451
	Iteration 24Q: 3 clusters Score -688242.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -688253.812500 Penalty: 3029.262451
	Iteration 25Q: 3 clusters Score -688253.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -688264.812500 Penalty: 3029.262451
	Iteration 26Q: 3 clusters Score -688264.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -688275.812500 Penalty: 3029.262451
	Iteration 27Q: 3 clusters Score -688275.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -688284.750000 Penalty: 3029.262451
	Iteration 28Q: 3 clusters Score -688284.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -688292.625000 Penalty: 3029.262451
	Iteration 29Q: 3 clusters Score -688292.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -688299.125000 Penalty: 3029.262451
	Iteration 30Q: 3 clusters Score -688299.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -688303.750000 Penalty: 3029.262451
	Iteration 31Q: 3 clusters Score -688303.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -688310.500000 Penalty: 3029.262451
	Iteration 32Q: 3 clusters Score -688310.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -688318.500000 Penalty: 3029.262451
	Iteration 33Q: 3 clusters Score -688318.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -688327.250000 Penalty: 3029.262451
	Iteration 34Q: 3 clusters Score -688327.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -688330.250000 Penalty: 3029.262451
	Iteration 35Q: 3 clusters Score -688330.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -688336.187500 Penalty: 3029.262451
	Iteration 36Q: 3 clusters Score -688336.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -688338.312500 Penalty: 3029.262451
	Iteration 37Q: 3 clusters Score -688338.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -688342.875000 Penalty: 3029.262451
	Iteration 38Q: 3 clusters Score -688342.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -688346.500000 Penalty: 3029.262451
	Iteration 39Q: 3 clusters Score -688346.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -688349.562500 Penalty: 3029.262451
	Iteration 40F: 3 clusters Score -688349.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -688353.437500 Penalty: 3029.262451
	Iteration 41Q: 3 clusters Score -688353.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -688354.375000 Penalty: 3029.262451
	Iteration 42Q: 3 clusters Score -688354.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -688357.000000 Penalty: 3029.262451
	Iteration 43Q: 3 clusters Score -688357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -688360.437500 Penalty: 3029.262451
	Iteration 44Q: 3 clusters Score -688360.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -688362.250000 Penalty: 3029.262451
	Iteration 45Q: 3 clusters Score -688362.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -688364.812500 Penalty: 3029.262451
	Iteration 46Q: 3 clusters Score -688364.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -688367.125000 Penalty: 3029.262451
	Iteration 47Q: 3 clusters Score -688367.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -688367.437500 Penalty: 3029.262451
	Iteration 48Q: 3 clusters Score -688367.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -688368.312500 Penalty: 3029.262451
	Iteration 49Q: 3 clusters Score -688368.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -688372.750000 Penalty: 3029.262451
	Iteration 50Q: 3 clusters Score -688372.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -688374.687500 Penalty: 3029.262451
	Iteration 51Q: 3 clusters Score -688374.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -688376.812500 Penalty: 3029.262451
	Iteration 52Q: 3 clusters Score -688376.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -688379.312500 Penalty: 3029.262451
	Iteration 53Q: 3 clusters Score -688379.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -688378.937500 Penalty: 3029.262451
	Iteration 54Q: 3 clusters Score -688378.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -688378.937500 Penalty: 3029.262451
	Iteration 55Q: 3 clusters Score -688378.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -688378.437500 Penalty: 3029.262451
	Iteration 56Q: 3 clusters Score -688378.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -688378.625000 Penalty: 3029.262451
	Iteration 57Q: 3 clusters Score -688378.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -688380.125000 Penalty: 3029.262451
	Iteration 58Q: 3 clusters Score -688380.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -688379.875000 Penalty: 3029.262451
	Iteration 59Q: 3 clusters Score -688379.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -688379.875000 Penalty: 3029.262451
	Iteration 60F: 3 clusters Score -688379.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Entering Unmasked Estep 
Score: -580879.562500 Penalty: 1489.487183
	Iteration 0F: 2 clusters Score -580879.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -574034.875000 Penalty: 2978.974365
	Iteration 0F: 3 clusters Score -574034.9 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -576265.375000 Penalty: 2978.974365
	Iteration 1F: 3 clusters Score -576265.4 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -576570.312500 Penalty: 2978.974365
	Iteration 2F: 3 clusters Score -576570.3 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -576872.062500 Penalty: 2978.974365
	Iteration 3F: 3 clusters Score -576872.1 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -577209.500000 Penalty: 2978.974365
	Iteration 4F: 3 clusters Score -577209.5 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -577617.625000 Penalty: 2978.974365
	Iteration 5F: 3 clusters Score -577617.6 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -578021.500000 Penalty: 2978.974365
	Iteration 6F: 3 clusters Score -578021.5 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -578405.687500 Penalty: 2978.974365
	Iteration 7Q: 3 clusters Score -578405.7 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -578748.125000 Penalty: 2978.974365
	Iteration 8Q: 3 clusters Score -578748.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -578982.062500 Penalty: 2978.974365
	Iteration 9Q: 3 clusters Score -578982.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -579168.937500 Penalty: 2978.974365
	Iteration 10Q: 3 clusters Score -579168.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -579334.687500 Penalty: 2978.974365
	Iteration 11Q: 3 clusters Score -579334.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -579441.125000 Penalty: 2978.974365
	Iteration 12Q: 3 clusters Score -579441.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -579493.562500 Penalty: 2978.974365
	Iteration 13Q: 3 clusters Score -579493.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -579514.000000 Penalty: 2978.974365
	Iteration 14Q: 3 clusters Score -579514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -579534.500000 Penalty: 2978.974365
	Iteration 15Q: 3 clusters Score -579534.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -579553.437500 Penalty: 2978.974365
	Iteration 16Q: 3 clusters Score -579553.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -579568.000000 Penalty: 2978.974365
	Iteration 17Q: 3 clusters Score -579568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -579578.437500 Penalty: 2978.974365
	Iteration 18Q: 3 clusters Score -579578.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -579582.250000 Penalty: 2978.974365
	Iteration 19Q: 3 clusters Score -579582.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -579585.750000 Penalty: 2978.974365
	Iteration 20F: 3 clusters Score -579585.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -579587.187500 Penalty: 2978.974365
	Iteration 21Q: 3 clusters Score -579587.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -579588.625000 Penalty: 2978.974365
	Iteration 22Q: 3 clusters Score -579588.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -579590.500000 Penalty: 2978.974365
	Iteration 23Q: 3 clusters Score -579590.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -579594.375000 Penalty: 2978.974365
	Iteration 24Q: 3 clusters Score -579594.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -579596.562500 Penalty: 2978.974365
	Iteration 25Q: 3 clusters Score -579596.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -579596.625000 Penalty: 2978.974365
	Iteration 26Q: 3 clusters Score -579596.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -579596.625000 Penalty: 2978.974365
	Iteration 27F: 3 clusters Score -579596.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Entering Unmasked Estep 
Score: -334154.875000 Penalty: 1394.947266
	Iteration 0F: 2 clusters Score -334154.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -330008.093750 Penalty: 2789.894531
	Iteration 0F: 3 clusters Score -330008.1 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -331136.531250 Penalty: 2789.894531
	Iteration 1F: 3 clusters Score -331136.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -331319.843750 Penalty: 2789.894531
	Iteration 2F: 3 clusters Score -331319.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -331459.718750 Penalty: 2789.894531
	Iteration 3Q: 3 clusters Score -331459.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -331579.343750 Penalty: 2789.894531
	Iteration 4Q: 3 clusters Score -331579.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -331697.875000 Penalty: 2789.894531
	Iteration 5Q: 3 clusters Score -331697.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -331804.000000 Penalty: 2789.894531
	Iteration 6Q: 3 clusters Score -331804 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -331908.750000 Penalty: 2789.894531
	Iteration 7Q: 3 clusters Score -331908.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -332014.687500 Penalty: 2789.894531
	Iteration 8Q: 3 clusters Score -332014.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -332096.250000 Penalty: 2789.894531
	Iteration 9Q: 3 clusters Score -332096.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -332155.656250 Penalty: 2789.894531
	Iteration 10Q: 3 clusters Score -332155.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -332228.593750 Penalty: 2789.894531
	Iteration 11Q: 3 clusters Score -332228.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -332299.250000 Penalty: 2789.894531
	Iteration 12Q: 3 clusters Score -332299.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -332353.843750 Penalty: 2789.894531
	Iteration 13Q: 3 clusters Score -332353.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -332400.718750 Penalty: 2789.894531
	Iteration 14Q: 3 clusters Score -332400.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -332440.906250 Penalty: 2789.894531
	Iteration 15Q: 3 clusters Score -332440.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -332477.562500 Penalty: 2789.894531
	Iteration 16Q: 3 clusters Score -332477.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -332502.718750 Penalty: 2789.894531
	Iteration 17Q: 3 clusters Score -332502.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -332523.687500 Penalty: 2789.894531
	Iteration 18Q: 3 clusters Score -332523.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -332539.656250 Penalty: 2789.894531
	Iteration 19Q: 3 clusters Score -332539.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -332552.187500 Penalty: 2789.894531
	Iteration 20F: 3 clusters Score -332552.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -332562.156250 Penalty: 2789.894531
	Iteration 21Q: 3 clusters Score -332562.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -332566.843750 Penalty: 2789.894531
	Iteration 22Q: 3 clusters Score -332566.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -332574.531250 Penalty: 2789.894531
	Iteration 23Q: 3 clusters Score -332574.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -332582.062500 Penalty: 2789.894531
	Iteration 24Q: 3 clusters Score -332582.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -332587.125000 Penalty: 2789.894531
	Iteration 25Q: 3 clusters Score -332587.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -332593.437500 Penalty: 2789.894531
	Iteration 26Q: 3 clusters Score -332593.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -332601.156250 Penalty: 2789.894531
	Iteration 27Q: 3 clusters Score -332601.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -332609.218750 Penalty: 2789.894531
	Iteration 28Q: 3 clusters Score -332609.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -332612.562500 Penalty: 2789.894531
	Iteration 29Q: 3 clusters Score -332612.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -332616.781250 Penalty: 2789.894531
	Iteration 30Q: 3 clusters Score -332616.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -332619.843750 Penalty: 2789.894531
	Iteration 31Q: 3 clusters Score -332619.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -332621.468750 Penalty: 2789.894531
	Iteration 32Q: 3 clusters Score -332621.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -332622.781250 Penalty: 2789.894531
	Iteration 33Q: 3 clusters Score -332622.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -332623.531250 Penalty: 2789.894531
	Iteration 34Q: 3 clusters Score -332623.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -332624.843750 Penalty: 2789.894531
	Iteration 35Q: 3 clusters Score -332624.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -332625.968750 Penalty: 2789.894531
	Iteration 36Q: 3 clusters Score -332626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -332627.156250 Penalty: 2789.894531
	Iteration 37Q: 3 clusters Score -332627.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -332626.781250 Penalty: 2789.894531
	Iteration 38Q: 3 clusters Score -332626.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -332627.406250 Penalty: 2789.894531
	Iteration 39Q: 3 clusters Score -332627.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -332627.781250 Penalty: 2789.894531
	Iteration 40F: 3 clusters Score -332627.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -332628.000000 Penalty: 2789.894531
	Iteration 41Q: 3 clusters Score -332628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -332628.312500 Penalty: 2789.894531
	Iteration 42Q: 3 clusters Score -332628.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -332628.312500 Penalty: 2789.894531
	Iteration 43F: 3 clusters Score -332628.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Entering Unmasked Estep 
Score: -469892.156250 Penalty: 1451.977417
	Iteration 0F: 2 clusters Score -469892.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -464270.625000 Penalty: 2903.954834
	Iteration 0F: 3 clusters Score -464270.6 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -466375.875000 Penalty: 2903.954834
	Iteration 1F: 3 clusters Score -466375.9 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -466901.875000 Penalty: 2903.954834
	Iteration 2F: 3 clusters Score -466901.9 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -467383.656250 Penalty: 2903.954834
	Iteration 3F: 3 clusters Score -467383.7 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -467779.812500 Penalty: 2903.954834
	Iteration 4F: 3 clusters Score -467779.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -468089.562500 Penalty: 2903.954834
	Iteration 5F: 3 clusters Score -468089.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -468388.375000 Penalty: 2903.954834
	Iteration 6F: 3 clusters Score -468388.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -468623.437500 Penalty: 2903.954834
	Iteration 7Q: 3 clusters Score -468623.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -468771.000000 Penalty: 2903.954834
	Iteration 8Q: 3 clusters Score -468771 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -468872.531250 Penalty: 2903.954834
	Iteration 9Q: 3 clusters Score -468872.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -468966.375000 Penalty: 2903.954834
	Iteration 10Q: 3 clusters Score -468966.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -469052.562500 Penalty: 2903.954834
	Iteration 11Q: 3 clusters Score -469052.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -469127.968750 Penalty: 2903.954834
	Iteration 12Q: 3 clusters Score -469128 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -469189.656250 Penalty: 2903.954834
	Iteration 13Q: 3 clusters Score -469189.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -469256.750000 Penalty: 2903.954834
	Iteration 14Q: 3 clusters Score -469256.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -469309.375000 Penalty: 2903.954834
	Iteration 15Q: 3 clusters Score -469309.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -469346.125000 Penalty: 2903.954834
	Iteration 16Q: 3 clusters Score -469346.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -469369.250000 Penalty: 2903.954834
	Iteration 17Q: 3 clusters Score -469369.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -469389.250000 Penalty: 2903.954834
	Iteration 18Q: 3 clusters Score -469389.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -469406.593750 Penalty: 2903.954834
	Iteration 19Q: 3 clusters Score -469406.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -469426.750000 Penalty: 2903.954834
	Iteration 20F: 3 clusters Score -469426.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -469442.531250 Penalty: 2903.954834
	Iteration 21Q: 3 clusters Score -469442.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -469453.562500 Penalty: 2903.954834
	Iteration 22Q: 3 clusters Score -469453.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -469460.187500 Penalty: 2903.954834
	Iteration 23Q: 3 clusters Score -469460.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -469466.687500 Penalty: 2903.954834
	Iteration 24Q: 3 clusters Score -469466.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -469470.812500 Penalty: 2903.954834
	Iteration 25Q: 3 clusters Score -469470.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -469475.531250 Penalty: 2903.954834
	Iteration 26Q: 3 clusters Score -469475.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -469483.843750 Penalty: 2903.954834
	Iteration 27Q: 3 clusters Score -469483.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -469488.031250 Penalty: 2903.954834
	Iteration 28Q: 3 clusters Score -469488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -469489.281250 Penalty: 2903.954834
	Iteration 29Q: 3 clusters Score -469489.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -469490.437500 Penalty: 2903.954834
	Iteration 30Q: 3 clusters Score -469490.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -469490.750000 Penalty: 2903.954834
	Iteration 31Q: 3 clusters Score -469490.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -469493.218750 Penalty: 2903.954834
	Iteration 32Q: 3 clusters Score -469493.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -469495.906250 Penalty: 2903.954834
	Iteration 33Q: 3 clusters Score -469495.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -469499.750000 Penalty: 2903.954834
	Iteration 34Q: 3 clusters Score -469499.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -469505.718750 Penalty: 2903.954834
	Iteration 35Q: 3 clusters Score -469505.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -469511.093750 Penalty: 2903.954834
	Iteration 36Q: 3 clusters Score -469511.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -469515.531250 Penalty: 2903.954834
	Iteration 37Q: 3 clusters Score -469515.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -469516.500000 Penalty: 2903.954834
	Iteration 38Q: 3 clusters Score -469516.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -469516.500000 Penalty: 2903.954834
	Iteration 39F: 3 clusters Score -469516.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Entering Unmasked Estep 
Score: -735147.750000 Penalty: 1512.212524
	Iteration 0F: 2 clusters Score -735147.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -727327.875000 Penalty: 3024.425049
	Iteration 0F: 3 clusters Score -727327.9 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -730126.562500 Penalty: 3024.425049
	Iteration 1F: 3 clusters Score -730126.6 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -730516.562500 Penalty: 3024.425049
	Iteration 2F: 3 clusters Score -730516.6 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -730934.125000 Penalty: 3024.425049
	Iteration 3F: 3 clusters Score -730934.1 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -731424.187500 Penalty: 3024.425049
	Iteration 4F: 3 clusters Score -731424.2 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -731975.875000 Penalty: 3024.425049
	Iteration 5F: 3 clusters Score -731975.9 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -732457.812500 Penalty: 3024.425049
	Iteration 6F: 3 clusters Score -732457.8 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -732789.937500 Penalty: 3024.425049
	Iteration 7Q: 3 clusters Score -732789.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -732987.125000 Penalty: 3024.425049
	Iteration 8Q: 3 clusters Score -732987.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -733092.750000 Penalty: 3024.425049
	Iteration 9Q: 3 clusters Score -733092.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -733170.187500 Penalty: 3024.425049
	Iteration 10Q: 3 clusters Score -733170.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -733232.375000 Penalty: 3024.425049
	Iteration 11Q: 3 clusters Score -733232.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -733296.687500 Penalty: 3024.425049
	Iteration 12Q: 3 clusters Score -733296.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -733350.187500 Penalty: 3024.425049
	Iteration 13Q: 3 clusters Score -733350.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -733395.312500 Penalty: 3024.425049
	Iteration 14Q: 3 clusters Score -733395.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -733432.625000 Penalty: 3024.425049
	Iteration 15Q: 3 clusters Score -733432.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -733471.312500 Penalty: 3024.425049
	Iteration 16Q: 3 clusters Score -733471.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -733510.125000 Penalty: 3024.425049
	Iteration 17Q: 3 clusters Score -733510.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -733547.937500 Penalty: 3024.425049
	Iteration 18Q: 3 clusters Score -733547.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -733584.312500 Penalty: 3024.425049
	Iteration 19Q: 3 clusters Score -733584.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -733620.437500 Penalty: 3024.425049
	Iteration 20F: 3 clusters Score -733620.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -733650.187500 Penalty: 3024.425049
	Iteration 21Q: 3 clusters Score -733650.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -733676.625000 Penalty: 3024.425049
	Iteration 22Q: 3 clusters Score -733676.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -733693.562500 Penalty: 3024.425049
	Iteration 23Q: 3 clusters Score -733693.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -733704.062500 Penalty: 3024.425049
	Iteration 24Q: 3 clusters Score -733704.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -733711.937500 Penalty: 3024.425049
	Iteration 25Q: 3 clusters Score -733711.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -733718.312500 Penalty: 3024.425049
	Iteration 26Q: 3 clusters Score -733718.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -733722.687500 Penalty: 3024.425049
	Iteration 27Q: 3 clusters Score -733722.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -733727.375000 Penalty: 3024.425049
	Iteration 28Q: 3 clusters Score -733727.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -733729.875000 Penalty: 3024.425049
	Iteration 29Q: 3 clusters Score -733729.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -733734.250000 Penalty: 3024.425049
	Iteration 30Q: 3 clusters Score -733734.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -733737.625000 Penalty: 3024.425049
	Iteration 31Q: 3 clusters Score -733737.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -733743.562500 Penalty: 3024.425049
	Iteration 32Q: 3 clusters Score -733743.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -733748.812500 Penalty: 3024.425049
	Iteration 33Q: 3 clusters Score -733748.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -733753.562500 Penalty: 3024.425049
	Iteration 34Q: 3 clusters Score -733753.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -733755.750000 Penalty: 3024.425049
	Iteration 35Q: 3 clusters Score -733755.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -733760.750000 Penalty: 3024.425049
	Iteration 36Q: 3 clusters Score -733760.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -733761.312500 Penalty: 3024.425049
	Iteration 37Q: 3 clusters Score -733761.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -733764.812500 Penalty: 3024.425049
	Iteration 38Q: 3 clusters Score -733764.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -733767.250000 Penalty: 3024.425049
	Iteration 39Q: 3 clusters Score -733767.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -733770.750000 Penalty: 3024.425049
	Iteration 40F: 3 clusters Score -733770.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -733773.312500 Penalty: 3024.425049
	Iteration 41Q: 3 clusters Score -733773.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -733774.937500 Penalty: 3024.425049
	Iteration 42Q: 3 clusters Score -733774.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -733776.000000 Penalty: 3024.425049
	Iteration 43Q: 3 clusters Score -733776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -733777.312500 Penalty: 3024.425049
	Iteration 44Q: 3 clusters Score -733777.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -733777.375000 Penalty: 3024.425049
	Iteration 45Q: 3 clusters Score -733777.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -733778.562500 Penalty: 3024.425049
	Iteration 46Q: 3 clusters Score -733778.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -733781.125000 Penalty: 3024.425049
	Iteration 47Q: 3 clusters Score -733781.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -733781.750000 Penalty: 3024.425049
	Iteration 48Q: 3 clusters Score -733781.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -733782.812500 Penalty: 3024.425049
	Iteration 49Q: 3 clusters Score -733782.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -733784.750000 Penalty: 3024.425049
	Iteration 50Q: 3 clusters Score -733784.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -733785.687500 Penalty: 3024.425049
	Iteration 51Q: 3 clusters Score -733785.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -733788.500000 Penalty: 3024.425049
	Iteration 52Q: 3 clusters Score -733788.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -733788.125000 Penalty: 3024.425049
	Iteration 53Q: 3 clusters Score -733788.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -733787.500000 Penalty: 3024.425049
	Iteration 54Q: 3 clusters Score -733787.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -733785.687500 Penalty: 3024.425049
	Iteration 55Q: 3 clusters Score -733785.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -733787.437500 Penalty: 3024.425049
	Iteration 56Q: 3 clusters Score -733787.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -733788.750000 Penalty: 3024.425049
	Iteration 57Q: 3 clusters Score -733788.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -733788.937500 Penalty: 3024.425049
	Iteration 58Q: 3 clusters Score -733788.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -733789.250000 Penalty: 3024.425049
	Iteration 59Q: 3 clusters Score -733789.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -733789.312500 Penalty: 3024.425049
	Iteration 60F: 3 clusters Score -733789.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -733789.375000 Penalty: 3024.425049
	Iteration 61Q: 3 clusters Score -733789.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -733789.375000 Penalty: 3024.425049
	Iteration 62F: 3 clusters Score -733789.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Entering Unmasked Estep 
Score: -809336.250000 Penalty: 1536.133545
	Iteration 0F: 2 clusters Score -809336.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -800374.937500 Penalty: 3072.267090
	Iteration 0F: 3 clusters Score -800374.9 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -803341.375000 Penalty: 3072.267090
	Iteration 1F: 3 clusters Score -803341.4 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -803687.250000 Penalty: 3072.267090
	Iteration 2F: 3 clusters Score -803687.2 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -804012.875000 Penalty: 3072.267090
	Iteration 3F: 3 clusters Score -804012.9 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -804309.000000 Penalty: 3072.267090
	Iteration 4F: 3 clusters Score -804309 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -804617.875000 Penalty: 3072.267090
	Iteration 5Q: 3 clusters Score -804617.9 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -804941.187500 Penalty: 3072.267090
	Iteration 6F: 3 clusters Score -804941.2 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -805325.000000 Penalty: 3072.267090
	Iteration 7F: 3 clusters Score -805325 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -805729.375000 Penalty: 3072.267090
	Iteration 8F: 3 clusters Score -805729.4 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -806152.000000 Penalty: 3072.267090
	Iteration 9F: 3 clusters Score -806152 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -806586.687500 Penalty: 3072.267090
	Iteration 10Q: 3 clusters Score -806586.7 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -806985.125000 Penalty: 3072.267090
	Iteration 11Q: 3 clusters Score -806985.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -807291.187500 Penalty: 3072.267090
	Iteration 12Q: 3 clusters Score -807291.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -807483.625000 Penalty: 3072.267090
	Iteration 13Q: 3 clusters Score -807483.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -807644.375000 Penalty: 3072.267090
	Iteration 14Q: 3 clusters Score -807644.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -807792.500000 Penalty: 3072.267090
	Iteration 15Q: 3 clusters Score -807792.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -807920.812500 Penalty: 3072.267090
	Iteration 16Q: 3 clusters Score -807920.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -808026.187500 Penalty: 3072.267090
	Iteration 17Q: 3 clusters Score -808026.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -808100.312500 Penalty: 3072.267090
	Iteration 18Q: 3 clusters Score -808100.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -808156.875000 Penalty: 3072.267090
	Iteration 19Q: 3 clusters Score -808156.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -808191.125000 Penalty: 3072.267090
	Iteration 20F: 3 clusters Score -808191.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -808213.562500 Penalty: 3072.267090
	Iteration 21Q: 3 clusters Score -808213.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -808233.875000 Penalty: 3072.267090
	Iteration 22Q: 3 clusters Score -808233.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -808248.625000 Penalty: 3072.267090
	Iteration 23Q: 3 clusters Score -808248.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -808260.562500 Penalty: 3072.267090
	Iteration 24Q: 3 clusters Score -808260.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -808268.812500 Penalty: 3072.267090
	Iteration 25Q: 3 clusters Score -808268.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -808275.562500 Penalty: 3072.267090
	Iteration 26Q: 3 clusters Score -808275.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -808279.000000 Penalty: 3072.267090
	Iteration 27Q: 3 clusters Score -808279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -808281.000000 Penalty: 3072.267090
	Iteration 28Q: 3 clusters Score -808281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -808284.687500 Penalty: 3072.267090
	Iteration 29Q: 3 clusters Score -808284.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -808283.875000 Penalty: 3072.267090
	Iteration 30Q: 3 clusters Score -808283.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -808284.375000 Penalty: 3072.267090
	Iteration 31Q: 3 clusters Score -808284.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -808285.187500 Penalty: 3072.267090
	Iteration 32Q: 3 clusters Score -808285.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -808283.625000 Penalty: 3072.267090
	Iteration 33Q: 3 clusters Score -808283.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -808282.812500 Penalty: 3072.267090
	Iteration 34Q: 3 clusters Score -808282.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -808282.812500 Penalty: 3072.267090
	Iteration 35F: 3 clusters Score -808282.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -92505.890625 Penalty: 1205.454346
	Iteration 0F: 2 clusters Score -92505.89 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 850 members 
Entering Unmasked Estep 
Score: -90641.289062 Penalty: 2410.908691
	Iteration 0F: 3 clusters Score -90641.29 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -91042.546875 Penalty: 2410.908691
	Iteration 1F: 3 clusters Score -91042.55 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -91181.320312 Penalty: 2410.908691
	Iteration 2F: 3 clusters Score -91181.32 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -91287.109375 Penalty: 2410.908691
	Iteration 3F: 3 clusters Score -91287.11 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -91381.875000 Penalty: 2410.908691
	Iteration 4Q: 3 clusters Score -91381.88 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -91457.023438 Penalty: 2410.908691
	Iteration 5Q: 3 clusters Score -91457.02 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -91518.468750 Penalty: 2410.908691
	Iteration 6Q: 3 clusters Score -91518.47 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -91562.796875 Penalty: 2410.908691
	Iteration 7Q: 3 clusters Score -91562.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -91599.921875 Penalty: 2410.908691
	Iteration 8Q: 3 clusters Score -91599.92 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -91629.859375 Penalty: 2410.908691
	Iteration 9Q: 3 clusters Score -91629.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -91648.453125 Penalty: 2410.908691
	Iteration 10Q: 3 clusters Score -91648.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -91667.859375 Penalty: 2410.908691
	Iteration 11Q: 3 clusters Score -91667.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -91693.296875 Penalty: 2410.908691
	Iteration 12Q: 3 clusters Score -91693.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -91722.968750 Penalty: 2410.908691
	Iteration 13Q: 3 clusters Score -91722.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -91745.570312 Penalty: 2410.908691
	Iteration 14Q: 3 clusters Score -91745.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -91757.492188 Penalty: 2410.908691
	Iteration 15Q: 3 clusters Score -91757.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -91766.187500 Penalty: 2410.908691
	Iteration 16Q: 3 clusters Score -91766.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -91777.234375 Penalty: 2410.908691
	Iteration 17Q: 3 clusters Score -91777.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -91786.882812 Penalty: 2410.908691
	Iteration 18Q: 3 clusters Score -91786.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -91791.898438 Penalty: 2410.908691
	Iteration 19Q: 3 clusters Score -91791.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -91794.187500 Penalty: 2410.908691
	Iteration 20F: 3 clusters Score -91794.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -91798.554688 Penalty: 2410.908691
	Iteration 21Q: 3 clusters Score -91798.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -91801.882812 Penalty: 2410.908691
	Iteration 22Q: 3 clusters Score -91801.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -91805.835938 Penalty: 2410.908691
	Iteration 23Q: 3 clusters Score -91805.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -91811.695312 Penalty: 2410.908691
	Iteration 24Q: 3 clusters Score -91811.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -91815.718750 Penalty: 2410.908691
	Iteration 25Q: 3 clusters Score -91815.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -91820.218750 Penalty: 2410.908691
	Iteration 26Q: 3 clusters Score -91820.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -91822.242188 Penalty: 2410.908691
	Iteration 27Q: 3 clusters Score -91822.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -91822.242188 Penalty: 2410.908691
	Iteration 28F: 3 clusters Score -91822.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3135 members 
Mstep: Class 3 contains 6022 members 
Mstep: Class 4 contains 48977 members 
Mstep: Class 6 contains 6390 members 
Mstep: Class 8 contains 77020 members 
Mstep: Class 9 contains 3959 members 
Mstep: Class 11 contains 9941 members 
Mstep: Class 12 contains 4829 members 
Mstep: Class 13 contains 456319 members 
Mstep: Class 14 contains 2720 members 
Mstep: Class 15 contains 11168 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 5347 members 
Mstep: Class 19 contains 7595 members 
Mstep: Class 22 contains 11003 members 
Mstep: Class 23 contains 12748 members 
Mstep: Class 24 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198228.000000 Penalty: 39283.816406
Iteration 159Q: 19 clusters Score -4.219823e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3134 members 
Mstep: Class 3 contains 6020 members 
Mstep: Class 4 contains 48931 members 
Mstep: Class 6 contains 6391 members 
Mstep: Class 8 contains 77018 members 
Mstep: Class 9 contains 3958 members 
Mstep: Class 11 contains 9953 members 
Mstep: Class 12 contains 4829 members 
Mstep: Class 13 contains 456352 members 
Mstep: Class 14 contains 2720 members 
Mstep: Class 15 contains 11165 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 5346 members 
Mstep: Class 19 contains 7602 members 
Mstep: Class 22 contains 11003 members 
Mstep: Class 23 contains 12751 members 
Mstep: Class 24 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198212.000000 Penalty: 39283.816406
Iteration 160F: 19 clusters Score -4.219821e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3136 members 
Mstep: Class 3 contains 6019 members 
Mstep: Class 4 contains 48870 members 
Mstep: Class 6 contains 6393 members 
Mstep: Class 8 contains 77018 members 
Mstep: Class 9 contains 3958 members 
Mstep: Class 11 contains 9962 members 
Mstep: Class 12 contains 4829 members 
Mstep: Class 13 contains 456402 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 11159 members 
Mstep: Class 16 contains 9566 members 
Mstep: Class 17 contains 5346 members 
Mstep: Class 19 contains 7608 members 
Mstep: Class 22 contains 11004 members 
Mstep: Class 23 contains 12751 members 
Mstep: Class 24 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198220.000000 Penalty: 39283.816406
Iteration 161Q: 19 clusters Score -4.219822e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3136 members 
Mstep: Class 3 contains 6018 members 
Mstep: Class 4 contains 48807 members 
Mstep: Class 6 contains 6397 members 
Mstep: Class 8 contains 77018 members 
Mstep: Class 9 contains 3958 members 
Mstep: Class 11 contains 9975 members 
Mstep: Class 12 contains 4829 members 
Mstep: Class 13 contains 456450 members 
Mstep: Class 14 contains 2718 members 
Mstep: Class 15 contains 11153 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 5345 members 
Mstep: Class 19 contains 7614 members 
Mstep: Class 22 contains 11004 members 
Mstep: Class 23 contains 12751 members 
Mstep: Class 24 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198188.000000 Penalty: 39283.816406
Iteration 162Q: 19 clusters Score -4.219819e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3132 members 
Mstep: Class 3 contains 6018 members 
Mstep: Class 4 contains 48759 members 
Mstep: Class 6 contains 6397 members 
Mstep: Class 8 contains 77017 members 
Mstep: Class 9 contains 3958 members 
Mstep: Class 11 contains 9983 members 
Mstep: Class 12 contains 4829 members 
Mstep: Class 13 contains 456492 members 
Mstep: Class 14 contains 2718 members 
Mstep: Class 15 contains 11153 members 
Mstep: Class 16 contains 9566 members 
Mstep: Class 17 contains 5347 members 
Mstep: Class 19 contains 7616 members 
Mstep: Class 22 contains 11004 members 
Mstep: Class 23 contains 12752 members 
Mstep: Class 24 contains 1665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198152.000000 Penalty: 39283.816406
Iteration 163Q: 19 clusters Score -4.219815e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3133 members 
Mstep: Class 3 contains 6019 members 
Mstep: Class 4 contains 48709 members 
Mstep: Class 6 contains 6399 members 
Mstep: Class 8 contains 77016 members 
Mstep: Class 9 contains 3958 members 
Mstep: Class 11 contains 9995 members 
Mstep: Class 12 contains 4829 members 
Mstep: Class 13 contains 456523 members 
Mstep: Class 14 contains 2717 members 
Mstep: Class 15 contains 11151 members 
Mstep: Class 16 contains 9566 members 
Mstep: Class 17 contains 5348 members 
Mstep: Class 19 contains 7622 members 
Mstep: Class 22 contains 11004 members 
Mstep: Class 23 contains 12753 members 
Mstep: Class 24 contains 1664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198184.000000 Penalty: 39283.816406
Iteration 164Q: 19 clusters Score -4.219818e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3132 members 
Mstep: Class 3 contains 6018 members 
Mstep: Class 4 contains 48659 members 
Mstep: Class 6 contains 6400 members 
Mstep: Class 8 contains 77016 members 
Mstep: Class 9 contains 3958 members 
Mstep: Class 11 contains 10004 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 456559 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 11151 members 
Mstep: Class 16 contains 9566 members 
Mstep: Class 17 contains 5350 members 
Mstep: Class 19 contains 7625 members 
Mstep: Class 22 contains 11004 members 
Mstep: Class 23 contains 12755 members 
Mstep: Class 24 contains 1664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198176.000000 Penalty: 39283.816406
Iteration 165Q: 19 clusters Score -4.219818e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 6017 members 
Mstep: Class 4 contains 48615 members 
Mstep: Class 6 contains 6400 members 
Mstep: Class 8 contains 77015 members 
Mstep: Class 9 contains 3958 members 
Mstep: Class 11 contains 10012 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 456597 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 11151 members 
Mstep: Class 16 contains 9566 members 
Mstep: Class 17 contains 5350 members 
Mstep: Class 19 contains 7627 members 
Mstep: Class 22 contains 11004 members 
Mstep: Class 23 contains 12757 members 
Mstep: Class 24 contains 1664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198144.000000 Penalty: 39283.816406
Iteration 166Q: 19 clusters Score -4.219814e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3129 members 
Mstep: Class 3 contains 6017 members 
Mstep: Class 4 contains 48561 members 
Mstep: Class 6 contains 6400 members 
Mstep: Class 8 contains 77015 members 
Mstep: Class 9 contains 3958 members 
Mstep: Class 11 contains 10018 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 456643 members 
Mstep: Class 14 contains 2714 members 
Mstep: Class 15 contains 11150 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 5348 members 
Mstep: Class 19 contains 7628 members 
Mstep: Class 22 contains 11004 members 
Mstep: Class 23 contains 12759 members 
Mstep: Class 24 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198108.000000 Penalty: 39283.816406
Iteration 167Q: 19 clusters Score -4.219811e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 6017 members 
Mstep: Class 4 contains 48504 members 
Mstep: Class 6 contains 6401 members 
Mstep: Class 8 contains 77016 members 
Mstep: Class 9 contains 3958 members 
Mstep: Class 11 contains 10023 members 
Mstep: Class 12 contains 4833 members 
Mstep: Class 13 contains 456692 members 
Mstep: Class 14 contains 2714 members 
Mstep: Class 15 contains 11148 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 5342 members 
Mstep: Class 19 contains 7631 members 
Mstep: Class 22 contains 11004 members 
Mstep: Class 23 contains 12762 members 
Mstep: Class 24 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198176.000000 Penalty: 39283.816406
Iteration 168Q: 19 clusters Score -4.219818e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3132 members 
Mstep: Class 3 contains 6017 members 
Mstep: Class 4 contains 48442 members 
Mstep: Class 6 contains 6399 members 
Mstep: Class 8 contains 77016 members 
Mstep: Class 9 contains 3958 members 
Mstep: Class 11 contains 10031 members 
Mstep: Class 12 contains 4833 members 
Mstep: Class 13 contains 456754 members 
Mstep: Class 14 contains 2713 members 
Mstep: Class 15 contains 11146 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 5338 members 
Mstep: Class 19 contains 7632 members 
Mstep: Class 22 contains 11003 members 
Mstep: Class 23 contains 12762 members 
Mstep: Class 24 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198164.000000 Penalty: 39283.816406
Iteration 169Q: 19 clusters Score -4.219816e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3137 members 
Mstep: Class 3 contains 6018 members 
Mstep: Class 4 contains 48388 members 
Mstep: Class 6 contains 6398 members 
Mstep: Class 8 contains 77017 members 
Mstep: Class 9 contains 3958 members 
Mstep: Class 11 contains 10047 members 
Mstep: Class 12 contains 4833 members 
Mstep: Class 13 contains 456787 members 
Mstep: Class 14 contains 2712 members 
Mstep: Class 15 contains 11144 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 5337 members 
Mstep: Class 19 contains 7631 members 
Mstep: Class 22 contains 11005 members 
Mstep: Class 23 contains 12764 members 
Mstep: Class 24 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198184.000000 Penalty: 39283.816406
Iteration 170Q: 19 clusters Score -4.219818e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3143 members 
Mstep: Class 3 contains 6019 members 
Mstep: Class 4 contains 48321 members 
Mstep: Class 6 contains 6398 members 
Mstep: Class 8 contains 77015 members 
Mstep: Class 9 contains 3958 members 
Mstep: Class 11 contains 10068 members 
Mstep: Class 12 contains 4833 members 
Mstep: Class 13 contains 456829 members 
Mstep: Class 14 contains 2709 members 
Mstep: Class 15 contains 11143 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 5337 members 
Mstep: Class 19 contains 7632 members 
Mstep: Class 22 contains 11006 members 
Mstep: Class 23 contains 12765 members 
Mstep: Class 24 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198188.000000 Penalty: 39283.816406
Iteration 171Q: 19 clusters Score -4.219819e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3143 members 
Mstep: Class 3 contains 6023 members 
Mstep: Class 4 contains 48266 members 
Mstep: Class 6 contains 6396 members 
Mstep: Class 8 contains 77017 members 
Mstep: Class 9 contains 3958 members 
Mstep: Class 11 contains 10091 members 
Mstep: Class 12 contains 4833 members 
Mstep: Class 13 contains 456857 members 
Mstep: Class 14 contains 2710 members 
Mstep: Class 15 contains 11143 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 5336 members 
Mstep: Class 19 contains 7634 members 
Mstep: Class 22 contains 11004 members 
Mstep: Class 23 contains 12765 members 
Mstep: Class 24 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198188.000000 Penalty: 39283.816406
Iteration 172Q: 19 clusters Score -4.219819e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3141 members 
Mstep: Class 3 contains 6024 members 
Mstep: Class 4 contains 48213 members 
Mstep: Class 6 contains 6397 members 
Mstep: Class 8 contains 77018 members 
Mstep: Class 9 contains 3958 members 
Mstep: Class 11 contains 10106 members 
Mstep: Class 12 contains 4833 members 
Mstep: Class 13 contains 456893 members 
Mstep: Class 14 contains 2711 members 
Mstep: Class 15 contains 11141 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 5336 members 
Mstep: Class 19 contains 7635 members 
Mstep: Class 22 contains 11005 members 
Mstep: Class 23 contains 12765 members 
Mstep: Class 24 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198212.000000 Penalty: 39283.816406
Iteration 173Q: 19 clusters Score -4.219821e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3141 members 
Mstep: Class 3 contains 6025 members 
Mstep: Class 4 contains 48168 members 
Mstep: Class 6 contains 6399 members 
Mstep: Class 8 contains 77018 members 
Mstep: Class 9 contains 3957 members 
Mstep: Class 11 contains 10117 members 
Mstep: Class 12 contains 4833 members 
Mstep: Class 13 contains 456924 members 
Mstep: Class 14 contains 2711 members 
Mstep: Class 15 contains 11139 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 5337 members 
Mstep: Class 19 contains 7637 members 
Mstep: Class 22 contains 11005 members 
Mstep: Class 23 contains 12765 members 
Mstep: Class 24 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198188.000000 Penalty: 39283.816406
Iteration 174Q: 19 clusters Score -4.219819e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3142 members 
Mstep: Class 3 contains 6025 members 
Mstep: Class 4 contains 48134 members 
Mstep: Class 6 contains 6399 members 
Mstep: Class 8 contains 77018 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 11 contains 10128 members 
Mstep: Class 12 contains 4833 members 
Mstep: Class 13 contains 456950 members 
Mstep: Class 14 contains 2712 members 
Mstep: Class 15 contains 11139 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 5337 members 
Mstep: Class 19 contains 7638 members 
Mstep: Class 22 contains 11001 members 
Mstep: Class 23 contains 12765 members 
Mstep: Class 24 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198240.000000 Penalty: 39283.816406
Iteration 175Q: 19 clusters Score -4.219824e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3144 members 
Mstep: Class 3 contains 6026 members 
Mstep: Class 4 contains 48105 members 
Mstep: Class 6 contains 6399 members 
Mstep: Class 8 contains 77017 members 
Mstep: Class 9 contains 3953 members 
Mstep: Class 11 contains 10140 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 456972 members 
Mstep: Class 14 contains 2710 members 
Mstep: Class 15 contains 11139 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 5337 members 
Mstep: Class 19 contains 7639 members 
Mstep: Class 22 contains 10998 members 
Mstep: Class 23 contains 12765 members 
Mstep: Class 24 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198252.000000 Penalty: 39283.816406
Iteration 176Q: 19 clusters Score -4.219825e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3144 members 
Mstep: Class 3 contains 6027 members 
Mstep: Class 4 contains 48058 members 
Mstep: Class 6 contains 6398 members 
Mstep: Class 8 contains 77017 members 
Mstep: Class 9 contains 3951 members 
Mstep: Class 11 contains 10150 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 457007 members 
Mstep: Class 14 contains 2714 members 
Mstep: Class 15 contains 11139 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 5337 members 
Mstep: Class 19 contains 7640 members 
Mstep: Class 22 contains 10998 members 
Mstep: Class 23 contains 12765 members 
Mstep: Class 24 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198296.000000 Penalty: 39283.816406
Iteration 177Q: 19 clusters Score -4.21983e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3144 members 
Mstep: Class 3 contains 6028 members 
Mstep: Class 4 contains 48018 members 
Mstep: Class 6 contains 6397 members 
Mstep: Class 8 contains 77017 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 11 contains 10155 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 457042 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 11138 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 5337 members 
Mstep: Class 19 contains 7645 members 
Mstep: Class 22 contains 10999 members 
Mstep: Class 23 contains 12765 members 
Mstep: Class 24 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198328.000000 Penalty: 39283.816406
Iteration 178Q: 19 clusters Score -4.219833e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3143 members 
Mstep: Class 3 contains 6029 members 
Mstep: Class 4 contains 47987 members 
Mstep: Class 6 contains 6399 members 
Mstep: Class 8 contains 77017 members 
Mstep: Class 9 contains 3937 members 
Mstep: Class 11 contains 10159 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 457076 members 
Mstep: Class 14 contains 2714 members 
Mstep: Class 15 contains 11136 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 5337 members 
Mstep: Class 19 contains 7646 members 
Mstep: Class 22 contains 11000 members 
Mstep: Class 23 contains 12765 members 
Mstep: Class 24 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198308.000000 Penalty: 39283.816406
Iteration 179Q: 19 clusters Score -4.219831e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3143 members 
Mstep: Class 3 contains 6028 members 
Mstep: Class 4 contains 47956 members 
Mstep: Class 6 contains 6400 members 
Mstep: Class 8 contains 77017 members 
Mstep: Class 9 contains 3933 members 
Mstep: Class 11 contains 10165 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 457106 members 
Mstep: Class 14 contains 2711 members 
Mstep: Class 15 contains 11134 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 5337 members 
Mstep: Class 19 contains 7648 members 
Mstep: Class 22 contains 11002 members 
Mstep: Class 23 contains 12765 members 
Mstep: Class 24 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198324.000000 Penalty: 39283.816406
Iteration 180F: 19 clusters Score -4.219832e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3143 members 
Mstep: Class 3 contains 6028 members 
Mstep: Class 4 contains 47925 members 
Mstep: Class 6 contains 6403 members 
Mstep: Class 8 contains 77018 members 
Mstep: Class 9 contains 3929 members 
Mstep: Class 11 contains 10171 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 457135 members 
Mstep: Class 14 contains 2709 members 
Mstep: Class 15 contains 11133 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 5335 members 
Mstep: Class 19 contains 7649 members 
Mstep: Class 22 contains 11003 members 
Mstep: Class 23 contains 12765 members 
Mstep: Class 24 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198324.000000 Penalty: 39283.816406
Iteration 181Q: 19 clusters Score -4.219832e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3143 members 
Mstep: Class 3 contains 6029 members 
Mstep: Class 4 contains 47892 members 
Mstep: Class 6 contains 6403 members 
Mstep: Class 8 contains 77019 members 
Mstep: Class 9 contains 3928 members 
Mstep: Class 11 contains 10178 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 457159 members 
Mstep: Class 14 contains 2711 members 
Mstep: Class 15 contains 11132 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 5334 members 
Mstep: Class 19 contains 7649 members 
Mstep: Class 22 contains 11004 members 
Mstep: Class 23 contains 12765 members 
Mstep: Class 24 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198396.000000 Penalty: 39283.816406
Iteration 182Q: 19 clusters Score -4.21984e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3144 members 
Mstep: Class 3 contains 6031 members 
Mstep: Class 4 contains 47872 members 
Mstep: Class 6 contains 6401 members 
Mstep: Class 8 contains 77019 members 
Mstep: Class 9 contains 3928 members 
Mstep: Class 11 contains 10183 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 457172 members 
Mstep: Class 14 contains 2710 members 
Mstep: Class 15 contains 11132 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 5334 members 
Mstep: Class 19 contains 7650 members 
Mstep: Class 22 contains 11004 members 
Mstep: Class 23 contains 12766 members 
Mstep: Class 24 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198368.000000 Penalty: 39283.816406
Iteration 183Q: 19 clusters Score -4.219837e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3143 members 
Mstep: Class 3 contains 6033 members 
Mstep: Class 4 contains 47856 members 
Mstep: Class 6 contains 6401 members 
Mstep: Class 8 contains 77019 members 
Mstep: Class 9 contains 3926 members 
Mstep: Class 11 contains 10188 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 457182 members 
Mstep: Class 14 contains 2712 members 
Mstep: Class 15 contains 11132 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 5333 members 
Mstep: Class 19 contains 7651 members 
Mstep: Class 22 contains 11004 members 
Mstep: Class 23 contains 12766 members 
Mstep: Class 24 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198324.000000 Penalty: 39283.816406
Iteration 184Q: 19 clusters Score -4.219832e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3143 members 
Mstep: Class 3 contains 6034 members 
Mstep: Class 4 contains 47838 members 
Mstep: Class 6 contains 6401 members 
Mstep: Class 8 contains 77019 members 
Mstep: Class 9 contains 3924 members 
Mstep: Class 11 contains 10190 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 457195 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 11132 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 5333 members 
Mstep: Class 19 contains 7652 members 
Mstep: Class 22 contains 11004 members 
Mstep: Class 23 contains 12766 members 
Mstep: Class 24 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198320.000000 Penalty: 39283.816406
Iteration 185Q: 19 clusters Score -4.219832e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3143 members 
Mstep: Class 3 contains 6034 members 
Mstep: Class 4 contains 47830 members 
Mstep: Class 6 contains 6401 members 
Mstep: Class 8 contains 77019 members 
Mstep: Class 9 contains 3920 members 
Mstep: Class 11 contains 10190 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 457207 members 
Mstep: Class 14 contains 2716 members 
Mstep: Class 15 contains 11132 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 19 contains 7652 members 
Mstep: Class 22 contains 11004 members 
Mstep: Class 23 contains 12766 members 
Mstep: Class 24 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198332.000000 Penalty: 39283.816406
Iteration 186Q: 19 clusters Score -4.219833e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3143 members 
Mstep: Class 3 contains 6034 members 
Mstep: Class 4 contains 47816 members 
Mstep: Class 6 contains 6400 members 
Mstep: Class 8 contains 77019 members 
Mstep: Class 9 contains 3917 members 
Mstep: Class 11 contains 10190 members 
Mstep: Class 12 contains 4829 members 
Mstep: Class 13 contains 457223 members 
Mstep: Class 14 contains 2717 members 
Mstep: Class 15 contains 11132 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 19 contains 7654 members 
Mstep: Class 22 contains 11004 members 
Mstep: Class 23 contains 12766 members 
Mstep: Class 24 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198360.000000 Penalty: 39283.816406
Iteration 187Q: 19 clusters Score -4.219836e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3144 members 
Mstep: Class 3 contains 6034 members 
Mstep: Class 4 contains 47805 members 
Mstep: Class 6 contains 6399 members 
Mstep: Class 8 contains 77018 members 
Mstep: Class 9 contains 3912 members 
Mstep: Class 11 contains 10190 members 
Mstep: Class 12 contains 4828 members 
Mstep: Class 13 contains 457238 members 
Mstep: Class 14 contains 2722 members 
Mstep: Class 15 contains 11132 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 19 contains 7654 members 
Mstep: Class 22 contains 11003 members 
Mstep: Class 23 contains 12766 members 
Mstep: Class 24 contains 1662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198376.000000 Penalty: 39283.816406
Iteration 188Q: 19 clusters Score -4.219838e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3145 members 
Mstep: Class 3 contains 6034 members 
Mstep: Class 4 contains 47795 members 
Mstep: Class 6 contains 6398 members 
Mstep: Class 8 contains 77018 members 
Mstep: Class 9 contains 3911 members 
Mstep: Class 11 contains 10191 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 457250 members 
Mstep: Class 14 contains 2724 members 
Mstep: Class 15 contains 11132 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 5331 members 
Mstep: Class 19 contains 7654 members 
Mstep: Class 22 contains 11002 members 
Mstep: Class 23 contains 12766 members 
Mstep: Class 24 contains 1661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198404.000000 Penalty: 39283.816406
Iteration 189Q: 19 clusters Score -4.21984e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3145 members 
Mstep: Class 3 contains 6034 members 
Mstep: Class 4 contains 47790 members 
Mstep: Class 6 contains 6399 members 
Mstep: Class 8 contains 77018 members 
Mstep: Class 9 contains 3908 members 
Mstep: Class 11 contains 10192 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 457257 members 
Mstep: Class 14 contains 2724 members 
Mstep: Class 15 contains 11132 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5330 members 
Mstep: Class 19 contains 7654 members 
Mstep: Class 22 contains 11002 members 
Mstep: Class 23 contains 12767 members 
Mstep: Class 24 contains 1659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198372.000000 Penalty: 39283.816406
Iteration 190Q: 19 clusters Score -4.219837e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3145 members 
Mstep: Class 3 contains 6034 members 
Mstep: Class 4 contains 47787 members 
Mstep: Class 6 contains 6399 members 
Mstep: Class 8 contains 77019 members 
Mstep: Class 9 contains 3907 members 
Mstep: Class 11 contains 10193 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 457258 members 
Mstep: Class 14 contains 2724 members 
Mstep: Class 15 contains 11132 members 
Mstep: Class 16 contains 9569 members 
Mstep: Class 17 contains 5329 members 
Mstep: Class 19 contains 7654 members 
Mstep: Class 22 contains 11002 members 
Mstep: Class 23 contains 12769 members 
Mstep: Class 24 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198368.000000 Penalty: 39283.816406
Iteration 191Q: 19 clusters Score -4.219837e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3144 members 
Mstep: Class 3 contains 6034 members 
Mstep: Class 4 contains 47783 members 
Mstep: Class 6 contains 6399 members 
Mstep: Class 8 contains 77019 members 
Mstep: Class 9 contains 3904 members 
Mstep: Class 11 contains 10195 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 457262 members 
Mstep: Class 14 contains 2725 members 
Mstep: Class 15 contains 11132 members 
Mstep: Class 16 contains 9569 members 
Mstep: Class 17 contains 5328 members 
Mstep: Class 19 contains 7654 members 
Mstep: Class 22 contains 11002 members 
Mstep: Class 23 contains 12771 members 
Mstep: Class 24 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198344.000000 Penalty: 39283.816406
Iteration 192Q: 19 clusters Score -4.219834e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3145 members 
Mstep: Class 3 contains 6034 members 
Mstep: Class 4 contains 47779 members 
Mstep: Class 6 contains 6399 members 
Mstep: Class 8 contains 77019 members 
Mstep: Class 9 contains 3900 members 
Mstep: Class 11 contains 10198 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 457265 members 
Mstep: Class 14 contains 2725 members 
Mstep: Class 15 contains 11132 members 
Mstep: Class 16 contains 9569 members 
Mstep: Class 17 contains 5328 members 
Mstep: Class 19 contains 7654 members 
Mstep: Class 22 contains 11002 members 
Mstep: Class 23 contains 12772 members 
Mstep: Class 24 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198364.000000 Penalty: 39283.816406
Iteration 193Q: 19 clusters Score -4.219836e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3140 members 
Mstep: Class 3 contains 6034 members 
Mstep: Class 4 contains 47781 members 
Mstep: Class 6 contains 6399 members 
Mstep: Class 8 contains 77019 members 
Mstep: Class 9 contains 3897 members 
Mstep: Class 11 contains 10199 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 457268 members 
Mstep: Class 14 contains 2725 members 
Mstep: Class 15 contains 11132 members 
Mstep: Class 16 contains 9569 members 
Mstep: Class 17 contains 5328 members 
Mstep: Class 19 contains 7655 members 
Mstep: Class 22 contains 11002 members 
Mstep: Class 23 contains 12773 members 
Mstep: Class 24 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198364.000000 Penalty: 39283.816406
Iteration 194Q: 19 clusters Score -4.219836e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3138 members 
Mstep: Class 3 contains 6034 members 
Mstep: Class 4 contains 47777 members 
Mstep: Class 6 contains 6399 members 
Mstep: Class 8 contains 77019 members 
Mstep: Class 9 contains 3891 members 
Mstep: Class 11 contains 10200 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 457279 members 
Mstep: Class 14 contains 2725 members 
Mstep: Class 15 contains 11132 members 
Mstep: Class 16 contains 9569 members 
Mstep: Class 17 contains 5328 members 
Mstep: Class 19 contains 7655 members 
Mstep: Class 22 contains 11002 members 
Mstep: Class 23 contains 12773 members 
Mstep: Class 24 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198380.000000 Penalty: 39283.816406
Iteration 195Q: 19 clusters Score -4.219838e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3137 members 
Mstep: Class 3 contains 6034 members 
Mstep: Class 4 contains 47770 members 
Mstep: Class 6 contains 6399 members 
Mstep: Class 8 contains 77019 members 
Mstep: Class 9 contains 3883 members 
Mstep: Class 11 contains 10204 members 
Mstep: Class 12 contains 4828 members 
Mstep: Class 13 contains 457289 members 
Mstep: Class 14 contains 2725 members 
Mstep: Class 15 contains 11132 members 
Mstep: Class 16 contains 9569 members 
Mstep: Class 17 contains 5328 members 
Mstep: Class 19 contains 7656 members 
Mstep: Class 22 contains 11002 members 
Mstep: Class 23 contains 12773 members 
Mstep: Class 24 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198376.000000 Penalty: 39283.816406
Iteration 196Q: 19 clusters Score -4.219838e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3139 members 
Mstep: Class 3 contains 6034 members 
Mstep: Class 4 contains 47758 members 
Mstep: Class 6 contains 6399 members 
Mstep: Class 8 contains 77019 members 
Mstep: Class 9 contains 3880 members 
Mstep: Class 11 contains 10206 members 
Mstep: Class 12 contains 4828 members 
Mstep: Class 13 contains 457298 members 
Mstep: Class 14 contains 2725 members 
Mstep: Class 15 contains 11132 members 
Mstep: Class 16 contains 9569 members 
Mstep: Class 17 contains 5328 members 
Mstep: Class 19 contains 7658 members 
Mstep: Class 22 contains 11002 members 
Mstep: Class 23 contains 12773 members 
Mstep: Class 24 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198320.000000 Penalty: 39283.816406
Iteration 197Q: 19 clusters Score -4.219832e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3140 members 
Mstep: Class 3 contains 6033 members 
Mstep: Class 4 contains 47742 members 
Mstep: Class 6 contains 6399 members 
Mstep: Class 8 contains 77019 members 
Mstep: Class 9 contains 3877 members 
Mstep: Class 11 contains 10208 members 
Mstep: Class 12 contains 4828 members 
Mstep: Class 13 contains 457313 members 
Mstep: Class 14 contains 2725 members 
Mstep: Class 15 contains 11131 members 
Mstep: Class 16 contains 9569 members 
Mstep: Class 17 contains 5328 members 
Mstep: Class 19 contains 7661 members 
Mstep: Class 22 contains 11002 members 
Mstep: Class 23 contains 12773 members 
Mstep: Class 24 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198356.000000 Penalty: 39283.816406
Iteration 198Q: 19 clusters Score -4.219836e+07 nChanged 30
Entering ConstructFrom: 
Score: -42198356.000000 Penalty: 39283.816406
Entering ConstructFrom: 
Trying to split cluster 1 (1940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Entering Unmasked Estep 
Score: -120681.484375 Penalty: 1230.197021
	Iteration 0F: 2 clusters Score -120681.5 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 938 members 
Entering Unmasked Estep 
Score: -118616.210938 Penalty: 2460.394043
	Iteration 0F: 3 clusters Score -118616.2 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -118991.125000 Penalty: 2460.394043
	Iteration 1F: 3 clusters Score -118991.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -119102.843750 Penalty: 2460.394043
	Iteration 2F: 3 clusters Score -119102.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -119175.078125 Penalty: 2460.394043
	Iteration 3F: 3 clusters Score -119175.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -119210.835938 Penalty: 2460.394043
	Iteration 4Q: 3 clusters Score -119210.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -119238.062500 Penalty: 2460.394043
	Iteration 5Q: 3 clusters Score -119238.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -119254.554688 Penalty: 2460.394043
	Iteration 6Q: 3 clusters Score -119254.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -119266.023438 Penalty: 2460.394043
	Iteration 7Q: 3 clusters Score -119266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -119283.703125 Penalty: 2460.394043
	Iteration 8Q: 3 clusters Score -119283.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -119306.304688 Penalty: 2460.394043
	Iteration 9Q: 3 clusters Score -119306.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -119327.789062 Penalty: 2460.394043
	Iteration 10Q: 3 clusters Score -119327.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -119349.898438 Penalty: 2460.394043
	Iteration 11Q: 3 clusters Score -119349.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -119362.000000 Penalty: 2460.394043
	Iteration 12Q: 3 clusters Score -119362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -119377.101562 Penalty: 2460.394043
	Iteration 13Q: 3 clusters Score -119377.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -119392.992188 Penalty: 2460.394043
	Iteration 14Q: 3 clusters Score -119393 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -119404.648438 Penalty: 2460.394043
	Iteration 15Q: 3 clusters Score -119404.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -119418.914062 Penalty: 2460.394043
	Iteration 16Q: 3 clusters Score -119418.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -119434.796875 Penalty: 2460.394043
	Iteration 17Q: 3 clusters Score -119434.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -119447.304688 Penalty: 2460.394043
	Iteration 18Q: 3 clusters Score -119447.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -119453.726562 Penalty: 2460.394043
	Iteration 19Q: 3 clusters Score -119453.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -119462.101562 Penalty: 2460.394043
	Iteration 20F: 3 clusters Score -119462.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -119467.265625 Penalty: 2460.394043
	Iteration 21Q: 3 clusters Score -119467.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -119469.539062 Penalty: 2460.394043
	Iteration 22Q: 3 clusters Score -119469.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -119472.414062 Penalty: 2460.394043
	Iteration 23Q: 3 clusters Score -119472.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -119473.351562 Penalty: 2460.394043
	Iteration 24Q: 3 clusters Score -119473.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -119474.976562 Penalty: 2460.394043
	Iteration 25Q: 3 clusters Score -119475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -119476.226562 Penalty: 2460.394043
	Iteration 26Q: 3 clusters Score -119476.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -119477.718750 Penalty: 2460.394043
	Iteration 27Q: 3 clusters Score -119477.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -119478.828125 Penalty: 2460.394043
	Iteration 28Q: 3 clusters Score -119478.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -119480.164062 Penalty: 2460.394043
	Iteration 29Q: 3 clusters Score -119480.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -119480.843750 Penalty: 2460.394043
	Iteration 30Q: 3 clusters Score -119480.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -119481.351562 Penalty: 2460.394043
	Iteration 31Q: 3 clusters Score -119481.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -119482.125000 Penalty: 2460.394043
	Iteration 32Q: 3 clusters Score -119482.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -119482.218750 Penalty: 2460.394043
	Iteration 33Q: 3 clusters Score -119482.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -119482.218750 Penalty: 2460.394043
	Iteration 34F: 3 clusters Score -119482.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Entering Unmasked Estep 
Score: -196297.265625 Penalty: 1308.394653
	Iteration 0F: 2 clusters Score -196297.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -193441.375000 Penalty: 2616.789307
	Iteration 0F: 3 clusters Score -193441.4 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -194172.156250 Penalty: 2616.789307
	Iteration 1F: 3 clusters Score -194172.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -194313.421875 Penalty: 2616.789307
	Iteration 2F: 3 clusters Score -194313.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -194398.906250 Penalty: 2616.789307
	Iteration 3F: 3 clusters Score -194398.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -194461.328125 Penalty: 2616.789307
	Iteration 4Q: 3 clusters Score -194461.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -194520.468750 Penalty: 2616.789307
	Iteration 5Q: 3 clusters Score -194520.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -194573.031250 Penalty: 2616.789307
	Iteration 6Q: 3 clusters Score -194573 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -194624.937500 Penalty: 2616.789307
	Iteration 7Q: 3 clusters Score -194624.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -194672.500000 Penalty: 2616.789307
	Iteration 8Q: 3 clusters Score -194672.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -194727.625000 Penalty: 2616.789307
	Iteration 9Q: 3 clusters Score -194727.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -194781.875000 Penalty: 2616.789307
	Iteration 10Q: 3 clusters Score -194781.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -194843.437500 Penalty: 2616.789307
	Iteration 11Q: 3 clusters Score -194843.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -194906.906250 Penalty: 2616.789307
	Iteration 12Q: 3 clusters Score -194906.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -194947.468750 Penalty: 2616.789307
	Iteration 13Q: 3 clusters Score -194947.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -194977.656250 Penalty: 2616.789307
	Iteration 14Q: 3 clusters Score -194977.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -195007.187500 Penalty: 2616.789307
	Iteration 15Q: 3 clusters Score -195007.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -195040.078125 Penalty: 2616.789307
	Iteration 16Q: 3 clusters Score -195040.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -195079.437500 Penalty: 2616.789307
	Iteration 17Q: 3 clusters Score -195079.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -195093.984375 Penalty: 2616.789307
	Iteration 18Q: 3 clusters Score -195094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -195109.968750 Penalty: 2616.789307
	Iteration 19Q: 3 clusters Score -195110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -195118.187500 Penalty: 2616.789307
	Iteration 20F: 3 clusters Score -195118.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -195119.812500 Penalty: 2616.789307
	Iteration 21Q: 3 clusters Score -195119.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -195123.265625 Penalty: 2616.789307
	Iteration 22Q: 3 clusters Score -195123.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -195125.000000 Penalty: 2616.789307
	Iteration 23Q: 3 clusters Score -195125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -195125.562500 Penalty: 2616.789307
	Iteration 24Q: 3 clusters Score -195125.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -195126.328125 Penalty: 2616.789307
	Iteration 25Q: 3 clusters Score -195126.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -195127.250000 Penalty: 2616.789307
	Iteration 26Q: 3 clusters Score -195127.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -195129.984375 Penalty: 2616.789307
	Iteration 27Q: 3 clusters Score -195130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -195132.343750 Penalty: 2616.789307
	Iteration 28Q: 3 clusters Score -195132.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -195133.468750 Penalty: 2616.789307
	Iteration 29Q: 3 clusters Score -195133.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -195134.484375 Penalty: 2616.789307
	Iteration 30Q: 3 clusters Score -195134.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -195134.484375 Penalty: 2616.789307
	Iteration 31F: 3 clusters Score -195134.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Entering Unmasked Estep 
Score: -397877.343750 Penalty: 1414.535522
	Iteration 0F: 2 clusters Score -397877.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -393243.750000 Penalty: 2829.071045
	Iteration 0F: 3 clusters Score -393243.8 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -394650.906250 Penalty: 2829.071045
	Iteration 1F: 3 clusters Score -394650.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -394837.843750 Penalty: 2829.071045
	Iteration 2F: 3 clusters Score -394837.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -394977.468750 Penalty: 2829.071045
	Iteration 3Q: 3 clusters Score -394977.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -395097.812500 Penalty: 2829.071045
	Iteration 4Q: 3 clusters Score -395097.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -395194.375000 Penalty: 2829.071045
	Iteration 5Q: 3 clusters Score -395194.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -395286.156250 Penalty: 2829.071045
	Iteration 6Q: 3 clusters Score -395286.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -395383.500000 Penalty: 2829.071045
	Iteration 7Q: 3 clusters Score -395383.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -395501.656250 Penalty: 2829.071045
	Iteration 8Q: 3 clusters Score -395501.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -395621.906250 Penalty: 2829.071045
	Iteration 9Q: 3 clusters Score -395621.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -395742.812500 Penalty: 2829.071045
	Iteration 10Q: 3 clusters Score -395742.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -395886.281250 Penalty: 2829.071045
	Iteration 11Q: 3 clusters Score -395886.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -396014.375000 Penalty: 2829.071045
	Iteration 12Q: 3 clusters Score -396014.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -396117.937500 Penalty: 2829.071045
	Iteration 13Q: 3 clusters Score -396117.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -396198.250000 Penalty: 2829.071045
	Iteration 14Q: 3 clusters Score -396198.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -396270.031250 Penalty: 2829.071045
	Iteration 15Q: 3 clusters Score -396270 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -396321.406250 Penalty: 2829.071045
	Iteration 16Q: 3 clusters Score -396321.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -396351.437500 Penalty: 2829.071045
	Iteration 17Q: 3 clusters Score -396351.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -396380.687500 Penalty: 2829.071045
	Iteration 18Q: 3 clusters Score -396380.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -396405.406250 Penalty: 2829.071045
	Iteration 19Q: 3 clusters Score -396405.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -396434.375000 Penalty: 2829.071045
	Iteration 20F: 3 clusters Score -396434.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -396461.156250 Penalty: 2829.071045
	Iteration 21Q: 3 clusters Score -396461.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -396476.906250 Penalty: 2829.071045
	Iteration 22Q: 3 clusters Score -396476.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -396490.250000 Penalty: 2829.071045
	Iteration 23Q: 3 clusters Score -396490.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -396501.531250 Penalty: 2829.071045
	Iteration 24Q: 3 clusters Score -396501.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -396506.343750 Penalty: 2829.071045
	Iteration 25Q: 3 clusters Score -396506.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -396512.937500 Penalty: 2829.071045
	Iteration 26Q: 3 clusters Score -396512.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -396521.718750 Penalty: 2829.071045
	Iteration 27Q: 3 clusters Score -396521.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -396527.500000 Penalty: 2829.071045
	Iteration 28Q: 3 clusters Score -396527.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -396536.062500 Penalty: 2829.071045
	Iteration 29Q: 3 clusters Score -396536.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -396539.968750 Penalty: 2829.071045
	Iteration 30Q: 3 clusters Score -396540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -396546.750000 Penalty: 2829.071045
	Iteration 31Q: 3 clusters Score -396546.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -396552.156250 Penalty: 2829.071045
	Iteration 32Q: 3 clusters Score -396552.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -396555.750000 Penalty: 2829.071045
	Iteration 33Q: 3 clusters Score -396555.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -396560.312500 Penalty: 2829.071045
	Iteration 34Q: 3 clusters Score -396560.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -396563.437500 Penalty: 2829.071045
	Iteration 35Q: 3 clusters Score -396563.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -396566.125000 Penalty: 2829.071045
	Iteration 36Q: 3 clusters Score -396566.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -396567.031250 Penalty: 2829.071045
	Iteration 37Q: 3 clusters Score -396567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -396568.781250 Penalty: 2829.071045
	Iteration 38Q: 3 clusters Score -396568.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -396572.625000 Penalty: 2829.071045
	Iteration 39Q: 3 clusters Score -396572.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -396574.937500 Penalty: 2829.071045
	Iteration 40F: 3 clusters Score -396574.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -396577.625000 Penalty: 2829.071045
	Iteration 41Q: 3 clusters Score -396577.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -396580.062500 Penalty: 2829.071045
	Iteration 42Q: 3 clusters Score -396580.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -396584.406250 Penalty: 2829.071045
	Iteration 43Q: 3 clusters Score -396584.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -396587.468750 Penalty: 2829.071045
	Iteration 44Q: 3 clusters Score -396587.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -396589.968750 Penalty: 2829.071045
	Iteration 45Q: 3 clusters Score -396590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -396591.468750 Penalty: 2829.071045
	Iteration 46Q: 3 clusters Score -396591.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -396591.125000 Penalty: 2829.071045
	Iteration 47Q: 3 clusters Score -396591.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -396591.875000 Penalty: 2829.071045
	Iteration 48Q: 3 clusters Score -396591.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -396593.875000 Penalty: 2829.071045
	Iteration 49Q: 3 clusters Score -396593.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -396595.781250 Penalty: 2829.071045
	Iteration 50Q: 3 clusters Score -396595.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -396596.375000 Penalty: 2829.071045
	Iteration 51Q: 3 clusters Score -396596.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -396596.406250 Penalty: 2829.071045
	Iteration 52Q: 3 clusters Score -396596.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -396597.000000 Penalty: 2829.071045
	Iteration 53Q: 3 clusters Score -396597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -396596.781250 Penalty: 2829.071045
	Iteration 54Q: 3 clusters Score -396596.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -396597.125000 Penalty: 2829.071045
	Iteration 55Q: 3 clusters Score -396597.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -396597.687500 Penalty: 2829.071045
	Iteration 56Q: 3 clusters Score -396597.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -396598.312500 Penalty: 2829.071045
	Iteration 57Q: 3 clusters Score -396598.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -396598.906250 Penalty: 2829.071045
	Iteration 58Q: 3 clusters Score -396598.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -396600.562500 Penalty: 2829.071045
	Iteration 59Q: 3 clusters Score -396600.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -396600.593750 Penalty: 2829.071045
	Iteration 60F: 3 clusters Score -396600.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -396602.156250 Penalty: 2829.071045
	Iteration 61Q: 3 clusters Score -396602.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -396603.718750 Penalty: 2829.071045
	Iteration 62Q: 3 clusters Score -396603.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -396607.468750 Penalty: 2829.071045
	Iteration 63Q: 3 clusters Score -396607.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -396608.656250 Penalty: 2829.071045
	Iteration 64Q: 3 clusters Score -396608.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -396610.875000 Penalty: 2829.071045
	Iteration 65Q: 3 clusters Score -396610.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -396613.781250 Penalty: 2829.071045
	Iteration 66Q: 3 clusters Score -396613.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -396616.625000 Penalty: 2829.071045
	Iteration 67Q: 3 clusters Score -396616.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -396618.781250 Penalty: 2829.071045
	Iteration 68Q: 3 clusters Score -396618.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -396620.656250 Penalty: 2829.071045
	Iteration 69Q: 3 clusters Score -396620.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -396622.937500 Penalty: 2829.071045
	Iteration 70Q: 3 clusters Score -396622.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -396623.968750 Penalty: 2829.071045
	Iteration 71Q: 3 clusters Score -396624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -396624.875000 Penalty: 2829.071045
	Iteration 72Q: 3 clusters Score -396624.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -396625.218750 Penalty: 2829.071045
	Iteration 73Q: 3 clusters Score -396625.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -396625.187500 Penalty: 2829.071045
	Iteration 74Q: 3 clusters Score -396625.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -396626.343750 Penalty: 2829.071045
	Iteration 75Q: 3 clusters Score -396626.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -396626.125000 Penalty: 2829.071045
	Iteration 76Q: 3 clusters Score -396626.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -396628.437500 Penalty: 2829.071045
	Iteration 77Q: 3 clusters Score -396628.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -396628.937500 Penalty: 2829.071045
	Iteration 78Q: 3 clusters Score -396628.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -396630.343750 Penalty: 2829.071045
	Iteration 79Q: 3 clusters Score -396630.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -396631.250000 Penalty: 2829.071045
	Iteration 80F: 3 clusters Score -396631.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -396631.812500 Penalty: 2829.071045
	Iteration 81Q: 3 clusters Score -396631.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -396632.187500 Penalty: 2829.071045
	Iteration 82Q: 3 clusters Score -396632.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -396632.187500 Penalty: 2829.071045
	Iteration 83F: 3 clusters Score -396632.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47733 members 
Entering Unmasked Estep 
Score: -3088551.500000 Penalty: 1750.673950
	Iteration 0F: 2 clusters Score -3088552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -3056397.750000 Penalty: 3501.347900
	Iteration 0F: 3 clusters Score -3056398 nChanged 22557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -3069270.250000 Penalty: 3501.347900
	Iteration 1F: 3 clusters Score -3069270 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -3070063.000000 Penalty: 3501.347900
	Iteration 2Q: 3 clusters Score -3070063 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -3071087.000000 Penalty: 3501.347900
	Iteration 3Q: 3 clusters Score -3071087 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -3072491.500000 Penalty: 3501.347900
	Iteration 4F: 3 clusters Score -3072492 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -3074480.000000 Penalty: 3501.347900
	Iteration 5F: 3 clusters Score -3074480 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -3077055.250000 Penalty: 3501.347900
	Iteration 6F: 3 clusters Score -3077055 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -3079753.750000 Penalty: 3501.347900
	Iteration 7F: 3 clusters Score -3079754 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -3081759.500000 Penalty: 3501.347900
	Iteration 8F: 3 clusters Score -3081760 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -3083057.250000 Penalty: 3501.347900
	Iteration 9Q: 3 clusters Score -3083057 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -3083866.750000 Penalty: 3501.347900
	Iteration 10Q: 3 clusters Score -3083867 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -3084417.500000 Penalty: 3501.347900
	Iteration 11Q: 3 clusters Score -3084418 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -3084913.000000 Penalty: 3501.347900
	Iteration 12Q: 3 clusters Score -3084913 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44495 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -3085355.500000 Penalty: 3501.347900
	Iteration 13Q: 3 clusters Score -3085356 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -3085765.500000 Penalty: 3501.347900
	Iteration 14Q: 3 clusters Score -3085766 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3086127.000000 Penalty: 3501.347900
	Iteration 15Q: 3 clusters Score -3086127 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3086467.750000 Penalty: 3501.347900
	Iteration 16Q: 3 clusters Score -3086468 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3086681.000000 Penalty: 3501.347900
	Iteration 17Q: 3 clusters Score -3086681 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46610 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3086845.000000 Penalty: 3501.347900
	Iteration 18Q: 3 clusters Score -3086845 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3086927.250000 Penalty: 3501.347900
	Iteration 19Q: 3 clusters Score -3086927 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46798 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3087007.000000 Penalty: 3501.347900
	Iteration 20F: 3 clusters Score -3087007 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3087045.000000 Penalty: 3501.347900
	Iteration 21Q: 3 clusters Score -3087045 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46882 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3087084.750000 Penalty: 3501.347900
	Iteration 22Q: 3 clusters Score -3087085 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46915 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3087116.500000 Penalty: 3501.347900
	Iteration 23Q: 3 clusters Score -3087116 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3087152.750000 Penalty: 3501.347900
	Iteration 24Q: 3 clusters Score -3087153 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46976 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3087188.500000 Penalty: 3501.347900
	Iteration 25Q: 3 clusters Score -3087188 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3087216.250000 Penalty: 3501.347900
	Iteration 26Q: 3 clusters Score -3087216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3087229.000000 Penalty: 3501.347900
	Iteration 27Q: 3 clusters Score -3087229 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3087247.750000 Penalty: 3501.347900
	Iteration 28Q: 3 clusters Score -3087248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3087253.750000 Penalty: 3501.347900
	Iteration 29Q: 3 clusters Score -3087254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47013 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3087259.000000 Penalty: 3501.347900
	Iteration 30Q: 3 clusters Score -3087259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3087267.750000 Penalty: 3501.347900
	Iteration 31Q: 3 clusters Score -3087268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47008 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3087271.250000 Penalty: 3501.347900
	Iteration 32Q: 3 clusters Score -3087271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47011 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3087270.000000 Penalty: 3501.347900
	Iteration 33Q: 3 clusters Score -3087270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3087266.250000 Penalty: 3501.347900
	Iteration 34Q: 3 clusters Score -3087266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47018 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3087266.500000 Penalty: 3501.347900
	Iteration 35Q: 3 clusters Score -3087266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47017 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3087271.750000 Penalty: 3501.347900
	Iteration 36Q: 3 clusters Score -3087272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3087276.500000 Penalty: 3501.347900
	Iteration 37Q: 3 clusters Score -3087276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3087276.500000 Penalty: 3501.347900
	Iteration 38Q: 3 clusters Score -3087276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47018 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3087281.250000 Penalty: 3501.347900
	Iteration 39Q: 3 clusters Score -3087281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47021 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3087278.250000 Penalty: 3501.347900
	Iteration 40F: 3 clusters Score -3087278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Entering Unmasked Estep 
Score: -350396.062500 Penalty: 1424.133301
	Iteration 0F: 2 clusters Score -350396.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -345597.968750 Penalty: 2848.266602
	Iteration 0F: 3 clusters Score -345598 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -347166.531250 Penalty: 2848.266602
	Iteration 1F: 3 clusters Score -347166.5 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -347479.500000 Penalty: 2848.266602
	Iteration 2F: 3 clusters Score -347479.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -347711.593750 Penalty: 2848.266602
	Iteration 3F: 3 clusters Score -347711.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -347858.687500 Penalty: 2848.266602
	Iteration 4Q: 3 clusters Score -347858.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -347957.468750 Penalty: 2848.266602
	Iteration 5Q: 3 clusters Score -347957.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -348033.343750 Penalty: 2848.266602
	Iteration 6Q: 3 clusters Score -348033.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -348116.375000 Penalty: 2848.266602
	Iteration 7Q: 3 clusters Score -348116.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -348183.250000 Penalty: 2848.266602
	Iteration 8Q: 3 clusters Score -348183.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -348241.906250 Penalty: 2848.266602
	Iteration 9Q: 3 clusters Score -348241.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -348296.750000 Penalty: 2848.266602
	Iteration 10Q: 3 clusters Score -348296.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -348348.250000 Penalty: 2848.266602
	Iteration 11Q: 3 clusters Score -348348.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -348387.718750 Penalty: 2848.266602
	Iteration 12Q: 3 clusters Score -348387.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -348416.218750 Penalty: 2848.266602
	Iteration 13Q: 3 clusters Score -348416.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -348441.781250 Penalty: 2848.266602
	Iteration 14Q: 3 clusters Score -348441.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -348458.750000 Penalty: 2848.266602
	Iteration 15Q: 3 clusters Score -348458.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -348475.937500 Penalty: 2848.266602
	Iteration 16Q: 3 clusters Score -348475.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -348491.593750 Penalty: 2848.266602
	Iteration 17Q: 3 clusters Score -348491.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -348509.937500 Penalty: 2848.266602
	Iteration 18Q: 3 clusters Score -348509.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -348527.125000 Penalty: 2848.266602
	Iteration 19Q: 3 clusters Score -348527.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -348546.781250 Penalty: 2848.266602
	Iteration 20F: 3 clusters Score -348546.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -348568.500000 Penalty: 2848.266602
	Iteration 21Q: 3 clusters Score -348568.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -348591.812500 Penalty: 2848.266602
	Iteration 22Q: 3 clusters Score -348591.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -348608.343750 Penalty: 2848.266602
	Iteration 23Q: 3 clusters Score -348608.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -348618.718750 Penalty: 2848.266602
	Iteration 24Q: 3 clusters Score -348618.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -348625.812500 Penalty: 2848.266602
	Iteration 25Q: 3 clusters Score -348625.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -348631.656250 Penalty: 2848.266602
	Iteration 26Q: 3 clusters Score -348631.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -348636.187500 Penalty: 2848.266602
	Iteration 27Q: 3 clusters Score -348636.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -348638.468750 Penalty: 2848.266602
	Iteration 28Q: 3 clusters Score -348638.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -348641.062500 Penalty: 2848.266602
	Iteration 29Q: 3 clusters Score -348641.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -348643.812500 Penalty: 2848.266602
	Iteration 30Q: 3 clusters Score -348643.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -348645.937500 Penalty: 2848.266602
	Iteration 31Q: 3 clusters Score -348645.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -348647.750000 Penalty: 2848.266602
	Iteration 32Q: 3 clusters Score -348647.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -348648.062500 Penalty: 2848.266602
	Iteration 33Q: 3 clusters Score -348648.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -348650.093750 Penalty: 2848.266602
	Iteration 34Q: 3 clusters Score -348650.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -348652.250000 Penalty: 2848.266602
	Iteration 35Q: 3 clusters Score -348652.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -348653.281250 Penalty: 2848.266602
	Iteration 36Q: 3 clusters Score -348653.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -348654.906250 Penalty: 2848.266602
	Iteration 37Q: 3 clusters Score -348654.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -348658.906250 Penalty: 2848.266602
	Iteration 38Q: 3 clusters Score -348658.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -348661.187500 Penalty: 2848.266602
	Iteration 39Q: 3 clusters Score -348661.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -348665.000000 Penalty: 2848.266602
	Iteration 40F: 3 clusters Score -348665 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -348670.218750 Penalty: 2848.266602
	Iteration 41Q: 3 clusters Score -348670.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -348672.718750 Penalty: 2848.266602
	Iteration 42Q: 3 clusters Score -348672.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -348674.250000 Penalty: 2848.266602
	Iteration 43Q: 3 clusters Score -348674.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -348675.687500 Penalty: 2848.266602
	Iteration 44Q: 3 clusters Score -348675.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -348678.937500 Penalty: 2848.266602
	Iteration 45Q: 3 clusters Score -348678.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -348679.531250 Penalty: 2848.266602
	Iteration 46Q: 3 clusters Score -348679.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -348679.843750 Penalty: 2848.266602
	Iteration 47Q: 3 clusters Score -348679.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -348681.125000 Penalty: 2848.266602
	Iteration 48Q: 3 clusters Score -348681.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -348683.625000 Penalty: 2848.266602
	Iteration 49Q: 3 clusters Score -348683.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -348686.750000 Penalty: 2848.266602
	Iteration 50Q: 3 clusters Score -348686.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -348689.625000 Penalty: 2848.266602
	Iteration 51Q: 3 clusters Score -348689.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -348692.593750 Penalty: 2848.266602
	Iteration 52Q: 3 clusters Score -348692.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -348694.781250 Penalty: 2848.266602
	Iteration 53Q: 3 clusters Score -348694.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -348697.156250 Penalty: 2848.266602
	Iteration 54Q: 3 clusters Score -348697.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -348699.656250 Penalty: 2848.266602
	Iteration 55Q: 3 clusters Score -348699.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -348701.531250 Penalty: 2848.266602
	Iteration 56Q: 3 clusters Score -348701.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -348703.687500 Penalty: 2848.266602
	Iteration 57Q: 3 clusters Score -348703.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -348705.031250 Penalty: 2848.266602
	Iteration 58Q: 3 clusters Score -348705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -348707.156250 Penalty: 2848.266602
	Iteration 59Q: 3 clusters Score -348707.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -348710.000000 Penalty: 2848.266602
	Iteration 60F: 3 clusters Score -348710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -348709.406250 Penalty: 2848.266602
	Iteration 61Q: 3 clusters Score -348709.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -348709.843750 Penalty: 2848.266602
	Iteration 62Q: 3 clusters Score -348709.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -348711.000000 Penalty: 2848.266602
	Iteration 63Q: 3 clusters Score -348711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -348712.375000 Penalty: 2848.266602
	Iteration 64Q: 3 clusters Score -348712.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -348714.781250 Penalty: 2848.266602
	Iteration 65Q: 3 clusters Score -348714.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -348715.656250 Penalty: 2848.266602
	Iteration 66Q: 3 clusters Score -348715.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -348717.187500 Penalty: 2848.266602
	Iteration 67Q: 3 clusters Score -348717.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -348719.781250 Penalty: 2848.266602
	Iteration 68Q: 3 clusters Score -348719.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -348722.031250 Penalty: 2848.266602
	Iteration 69Q: 3 clusters Score -348722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -348724.343750 Penalty: 2848.266602
	Iteration 70Q: 3 clusters Score -348724.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -348726.250000 Penalty: 2848.266602
	Iteration 71Q: 3 clusters Score -348726.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -348728.625000 Penalty: 2848.266602
	Iteration 72Q: 3 clusters Score -348728.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -348731.218750 Penalty: 2848.266602
	Iteration 73Q: 3 clusters Score -348731.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -348734.125000 Penalty: 2848.266602
	Iteration 74Q: 3 clusters Score -348734.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -348735.875000 Penalty: 2848.266602
	Iteration 75Q: 3 clusters Score -348735.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -348736.906250 Penalty: 2848.266602
	Iteration 76Q: 3 clusters Score -348736.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -348738.093750 Penalty: 2848.266602
	Iteration 77Q: 3 clusters Score -348738.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -348738.000000 Penalty: 2848.266602
	Iteration 78Q: 3 clusters Score -348738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -348739.093750 Penalty: 2848.266602
	Iteration 79Q: 3 clusters Score -348739.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -348739.750000 Penalty: 2848.266602
	Iteration 80F: 3 clusters Score -348739.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -348741.406250 Penalty: 2848.266602
	Iteration 81Q: 3 clusters Score -348741.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -348742.843750 Penalty: 2848.266602
	Iteration 82Q: 3 clusters Score -348742.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -348743.125000 Penalty: 2848.266602
	Iteration 83Q: 3 clusters Score -348743.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -348744.406250 Penalty: 2848.266602
	Iteration 84Q: 3 clusters Score -348744.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -348744.375000 Penalty: 2848.266602
	Iteration 85Q: 3 clusters Score -348744.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -348744.406250 Penalty: 2848.266602
	Iteration 86Q: 3 clusters Score -348744.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -348744.406250 Penalty: 2848.266602
	Iteration 87F: 3 clusters Score -348744.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (77018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77018 members 
Entering Unmasked Estep 
Score: -4836911.000000 Penalty: 1828.416626
	Iteration 0F: 2 clusters Score -4836911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -4785287.500000 Penalty: 3656.833252
	Iteration 0F: 3 clusters Score -4785288 nChanged 36651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 39281 members 
Entering Unmasked Estep 
Score: -4806378.000000 Penalty: 3656.833252
	Iteration 1F: 3 clusters Score -4806378 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -4807188.000000 Penalty: 3656.833252
	Iteration 2Q: 3 clusters Score -4807188 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 41467 members 
Entering Unmasked Estep 
Score: -4808311.000000 Penalty: 3656.833252
	Iteration 3Q: 3 clusters Score -4808311 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 43472 members 
Entering Unmasked Estep 
Score: -4809894.500000 Penalty: 3656.833252
	Iteration 4Q: 3 clusters Score -4809894 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 46386 members 
Entering Unmasked Estep 
Score: -4812023.500000 Penalty: 3656.833252
	Iteration 5F: 3 clusters Score -4812024 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 50189 members 
Entering Unmasked Estep 
Score: -4814937.500000 Penalty: 3656.833252
	Iteration 6F: 3 clusters Score -4814938 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 54644 members 
Entering Unmasked Estep 
Score: -4818303.500000 Penalty: 3656.833252
	Iteration 7F: 3 clusters Score -4818304 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 59302 members 
Entering Unmasked Estep 
Score: -4821779.000000 Penalty: 3656.833252
	Iteration 8F: 3 clusters Score -4821779 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 63741 members 
Entering Unmasked Estep 
Score: -4825101.500000 Penalty: 3656.833252
	Iteration 9F: 3 clusters Score -4825102 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 67602 members 
Entering Unmasked Estep 
Score: -4827951.000000 Penalty: 3656.833252
	Iteration 10F: 3 clusters Score -4827951 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 70785 members 
Entering Unmasked Estep 
Score: -4830379.500000 Penalty: 3656.833252
	Iteration 11Q: 3 clusters Score -4830380 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 73125 members 
Entering Unmasked Estep 
Score: -4832242.500000 Penalty: 3656.833252
	Iteration 12Q: 3 clusters Score -4832242 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 74775 members 
Entering Unmasked Estep 
Score: -4833647.000000 Penalty: 3656.833252
	Iteration 13Q: 3 clusters Score -4833647 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 75719 members 
Entering Unmasked Estep 
Score: -4834444.000000 Penalty: 3656.833252
	Iteration 14Q: 3 clusters Score -4834444 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 76211 members 
Entering Unmasked Estep 
Score: -4834867.500000 Penalty: 3656.833252
	Iteration 15Q: 3 clusters Score -4834868 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 76409 members 
Entering Unmasked Estep 
Score: -4835070.500000 Penalty: 3656.833252
	Iteration 16Q: 3 clusters Score -4835070 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 76502 members 
Entering Unmasked Estep 
Score: -4835168.000000 Penalty: 3656.833252
	Iteration 17Q: 3 clusters Score -4835168 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 76552 members 
Entering Unmasked Estep 
Score: -4835251.000000 Penalty: 3656.833252
	Iteration 18Q: 3 clusters Score -4835251 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 76577 members 
Entering Unmasked Estep 
Score: -4835293.500000 Penalty: 3656.833252
	Iteration 19Q: 3 clusters Score -4835294 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 76583 members 
Entering Unmasked Estep 
Score: -4835321.000000 Penalty: 3656.833252
	Iteration 20F: 3 clusters Score -4835321 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 76590 members 
Entering Unmasked Estep 
Score: -4835332.000000 Penalty: 3656.833252
	Iteration 21Q: 3 clusters Score -4835332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 76602 members 
Entering Unmasked Estep 
Score: -4835345.500000 Penalty: 3656.833252
	Iteration 22Q: 3 clusters Score -4835346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 76604 members 
Entering Unmasked Estep 
Score: -4835350.500000 Penalty: 3656.833252
	Iteration 23Q: 3 clusters Score -4835350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 76612 members 
Entering Unmasked Estep 
Score: -4835355.500000 Penalty: 3656.833252
	Iteration 24Q: 3 clusters Score -4835356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 76616 members 
Entering Unmasked Estep 
Score: -4835362.000000 Penalty: 3656.833252
	Iteration 25Q: 3 clusters Score -4835362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 76620 members 
Entering Unmasked Estep 
Score: -4835365.500000 Penalty: 3656.833252
	Iteration 26Q: 3 clusters Score -4835366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 76625 members 
Entering Unmasked Estep 
Score: -4835367.000000 Penalty: 3656.833252
	Iteration 27Q: 3 clusters Score -4835367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 76630 members 
Entering Unmasked Estep 
Score: -4835374.000000 Penalty: 3656.833252
	Iteration 28Q: 3 clusters Score -4835374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 76632 members 
Entering Unmasked Estep 
Score: -4835375.500000 Penalty: 3656.833252
	Iteration 29Q: 3 clusters Score -4835376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 76631 members 
Entering Unmasked Estep 
Score: -4835375.500000 Penalty: 3656.833252
	Iteration 30Q: 3 clusters Score -4835376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 76630 members 
Entering Unmasked Estep 
Score: -4835378.000000 Penalty: 3656.833252
	Iteration 31Q: 3 clusters Score -4835378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 76630 members 
Entering Unmasked Estep 
Score: -4835378.000000 Penalty: 3656.833252
	Iteration 32F: 3 clusters Score -4835378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Entering Unmasked Estep 
Score: -260551.062500 Penalty: 1342.623779
	Iteration 0F: 2 clusters Score -260551.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -257210.531250 Penalty: 2685.247559
	Iteration 0F: 3 clusters Score -257210.5 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -258072.062500 Penalty: 2685.247559
	Iteration 1F: 3 clusters Score -258072.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -258238.875000 Penalty: 2685.247559
	Iteration 2F: 3 clusters Score -258238.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -258330.828125 Penalty: 2685.247559
	Iteration 3F: 3 clusters Score -258330.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -258389.953125 Penalty: 2685.247559
	Iteration 4Q: 3 clusters Score -258390 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -258443.296875 Penalty: 2685.247559
	Iteration 5Q: 3 clusters Score -258443.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -258502.921875 Penalty: 2685.247559
	Iteration 6Q: 3 clusters Score -258502.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -258554.296875 Penalty: 2685.247559
	Iteration 7Q: 3 clusters Score -258554.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -258601.734375 Penalty: 2685.247559
	Iteration 8Q: 3 clusters Score -258601.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -258643.734375 Penalty: 2685.247559
	Iteration 9Q: 3 clusters Score -258643.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -258682.671875 Penalty: 2685.247559
	Iteration 10Q: 3 clusters Score -258682.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -258722.421875 Penalty: 2685.247559
	Iteration 11Q: 3 clusters Score -258722.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -258768.843750 Penalty: 2685.247559
	Iteration 12Q: 3 clusters Score -258768.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -258815.000000 Penalty: 2685.247559
	Iteration 13Q: 3 clusters Score -258815 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -258857.656250 Penalty: 2685.247559
	Iteration 14Q: 3 clusters Score -258857.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -258896.406250 Penalty: 2685.247559
	Iteration 15Q: 3 clusters Score -258896.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -258928.765625 Penalty: 2685.247559
	Iteration 16Q: 3 clusters Score -258928.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -258963.000000 Penalty: 2685.247559
	Iteration 17Q: 3 clusters Score -258963 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -259006.375000 Penalty: 2685.247559
	Iteration 18Q: 3 clusters Score -259006.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -259053.906250 Penalty: 2685.247559
	Iteration 19Q: 3 clusters Score -259053.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -259086.828125 Penalty: 2685.247559
	Iteration 20F: 3 clusters Score -259086.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -259128.109375 Penalty: 2685.247559
	Iteration 21Q: 3 clusters Score -259128.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -259168.062500 Penalty: 2685.247559
	Iteration 22Q: 3 clusters Score -259168.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -259202.781250 Penalty: 2685.247559
	Iteration 23Q: 3 clusters Score -259202.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -259226.156250 Penalty: 2685.247559
	Iteration 24Q: 3 clusters Score -259226.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -259247.968750 Penalty: 2685.247559
	Iteration 25Q: 3 clusters Score -259248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -259265.312500 Penalty: 2685.247559
	Iteration 26Q: 3 clusters Score -259265.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -259281.281250 Penalty: 2685.247559
	Iteration 27Q: 3 clusters Score -259281.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -259291.937500 Penalty: 2685.247559
	Iteration 28Q: 3 clusters Score -259291.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -259302.343750 Penalty: 2685.247559
	Iteration 29Q: 3 clusters Score -259302.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -259310.218750 Penalty: 2685.247559
	Iteration 30Q: 3 clusters Score -259310.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -259324.781250 Penalty: 2685.247559
	Iteration 31Q: 3 clusters Score -259324.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -259336.828125 Penalty: 2685.247559
	Iteration 32Q: 3 clusters Score -259336.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -259348.984375 Penalty: 2685.247559
	Iteration 33Q: 3 clusters Score -259349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -259355.843750 Penalty: 2685.247559
	Iteration 34Q: 3 clusters Score -259355.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -259362.125000 Penalty: 2685.247559
	Iteration 35Q: 3 clusters Score -259362.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -259370.625000 Penalty: 2685.247559
	Iteration 36Q: 3 clusters Score -259370.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -259373.640625 Penalty: 2685.247559
	Iteration 37Q: 3 clusters Score -259373.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -259375.812500 Penalty: 2685.247559
	Iteration 38Q: 3 clusters Score -259375.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -259377.078125 Penalty: 2685.247559
	Iteration 39Q: 3 clusters Score -259377.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -259379.140625 Penalty: 2685.247559
	Iteration 40F: 3 clusters Score -259379.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -259379.515625 Penalty: 2685.247559
	Iteration 41Q: 3 clusters Score -259379.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -259380.109375 Penalty: 2685.247559
	Iteration 42Q: 3 clusters Score -259380.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -259380.453125 Penalty: 2685.247559
	Iteration 43Q: 3 clusters Score -259380.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -259381.281250 Penalty: 2685.247559
	Iteration 44Q: 3 clusters Score -259381.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -259381.578125 Penalty: 2685.247559
	Iteration 45Q: 3 clusters Score -259381.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -259382.562500 Penalty: 2685.247559
	Iteration 46Q: 3 clusters Score -259382.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -259383.484375 Penalty: 2685.247559
	Iteration 47Q: 3 clusters Score -259383.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -259384.187500 Penalty: 2685.247559
	Iteration 48Q: 3 clusters Score -259384.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -259386.531250 Penalty: 2685.247559
	Iteration 49Q: 3 clusters Score -259386.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -259387.765625 Penalty: 2685.247559
	Iteration 50Q: 3 clusters Score -259387.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -259387.765625 Penalty: 2685.247559
	Iteration 51F: 3 clusters Score -259387.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Entering Unmasked Estep 
Score: -669598.312500 Penalty: 1500.041504
	Iteration 0F: 2 clusters Score -669598.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -662341.125000 Penalty: 3000.083008
	Iteration 0F: 3 clusters Score -662341.1 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -664713.437500 Penalty: 3000.083008
	Iteration 1F: 3 clusters Score -664713.4 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -664982.375000 Penalty: 3000.083008
	Iteration 2F: 3 clusters Score -664982.4 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -665241.062500 Penalty: 3000.083008
	Iteration 3F: 3 clusters Score -665241.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -665527.437500 Penalty: 3000.083008
	Iteration 4F: 3 clusters Score -665527.4 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -665868.687500 Penalty: 3000.083008
	Iteration 5F: 3 clusters Score -665868.7 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -666298.437500 Penalty: 3000.083008
	Iteration 6F: 3 clusters Score -666298.4 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -666784.062500 Penalty: 3000.083008
	Iteration 7F: 3 clusters Score -666784.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -667180.437500 Penalty: 3000.083008
	Iteration 8Q: 3 clusters Score -667180.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -667536.250000 Penalty: 3000.083008
	Iteration 9Q: 3 clusters Score -667536.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -667852.500000 Penalty: 3000.083008
	Iteration 10Q: 3 clusters Score -667852.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -668099.875000 Penalty: 3000.083008
	Iteration 11Q: 3 clusters Score -668099.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -668254.750000 Penalty: 3000.083008
	Iteration 12Q: 3 clusters Score -668254.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -668357.562500 Penalty: 3000.083008
	Iteration 13Q: 3 clusters Score -668357.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -668407.125000 Penalty: 3000.083008
	Iteration 14Q: 3 clusters Score -668407.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -668432.562500 Penalty: 3000.083008
	Iteration 15Q: 3 clusters Score -668432.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -668444.562500 Penalty: 3000.083008
	Iteration 16Q: 3 clusters Score -668444.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -668454.000000 Penalty: 3000.083008
	Iteration 17Q: 3 clusters Score -668454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -668464.375000 Penalty: 3000.083008
	Iteration 18Q: 3 clusters Score -668464.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -668471.187500 Penalty: 3000.083008
	Iteration 19Q: 3 clusters Score -668471.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -668477.437500 Penalty: 3000.083008
	Iteration 20F: 3 clusters Score -668477.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -668483.437500 Penalty: 3000.083008
	Iteration 21Q: 3 clusters Score -668483.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -668486.312500 Penalty: 3000.083008
	Iteration 22Q: 3 clusters Score -668486.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -668487.125000 Penalty: 3000.083008
	Iteration 23Q: 3 clusters Score -668487.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -668490.812500 Penalty: 3000.083008
	Iteration 24Q: 3 clusters Score -668490.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -668491.937500 Penalty: 3000.083008
	Iteration 25Q: 3 clusters Score -668491.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -668494.687500 Penalty: 3000.083008
	Iteration 26Q: 3 clusters Score -668494.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -668496.000000 Penalty: 3000.083008
	Iteration 27Q: 3 clusters Score -668496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -668495.562500 Penalty: 3000.083008
	Iteration 28Q: 3 clusters Score -668495.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -668498.625000 Penalty: 3000.083008
	Iteration 29Q: 3 clusters Score -668498.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -668499.562500 Penalty: 3000.083008
	Iteration 30Q: 3 clusters Score -668499.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -668499.125000 Penalty: 3000.083008
	Iteration 31Q: 3 clusters Score -668499.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -668499.812500 Penalty: 3000.083008
	Iteration 32Q: 3 clusters Score -668499.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -668499.812500 Penalty: 3000.083008
	Iteration 33Q: 3 clusters Score -668499.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -668500.312500 Penalty: 3000.083008
	Iteration 34Q: 3 clusters Score -668500.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -668499.687500 Penalty: 3000.083008
	Iteration 35Q: 3 clusters Score -668499.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -668501.000000 Penalty: 3000.083008
	Iteration 36Q: 3 clusters Score -668501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -668501.562500 Penalty: 3000.083008
	Iteration 37Q: 3 clusters Score -668501.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -668501.500000 Penalty: 3000.083008
	Iteration 38Q: 3 clusters Score -668501.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -668504.000000 Penalty: 3000.083008
	Iteration 39Q: 3 clusters Score -668504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -668504.000000 Penalty: 3000.083008
	Iteration 40F: 3 clusters Score -668504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -668504.875000 Penalty: 3000.083008
	Iteration 41Q: 3 clusters Score -668504.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -668504.625000 Penalty: 3000.083008
	Iteration 42Q: 3 clusters Score -668504.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -668506.250000 Penalty: 3000.083008
	Iteration 43Q: 3 clusters Score -668506.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -668504.625000 Penalty: 3000.083008
	Iteration 44Q: 3 clusters Score -668504.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -668505.750000 Penalty: 3000.083008
	Iteration 45Q: 3 clusters Score -668505.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -668505.750000 Penalty: 3000.083008
	Iteration 46Q: 3 clusters Score -668505.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -668505.750000 Penalty: 3000.083008
	Iteration 47F: 3 clusters Score -668505.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Entering Unmasked Estep 
Score: -305631.062500 Penalty: 1378.355469
	Iteration 0F: 2 clusters Score -305631.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -301759.218750 Penalty: 2756.710938
	Iteration 0F: 3 clusters Score -301759.2 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -302821.656250 Penalty: 2756.710938
	Iteration 1F: 3 clusters Score -302821.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -303014.593750 Penalty: 2756.710938
	Iteration 2F: 3 clusters Score -303014.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -303145.000000 Penalty: 2756.710938
	Iteration 3F: 3 clusters Score -303145 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -303258.781250 Penalty: 2756.710938
	Iteration 4Q: 3 clusters Score -303258.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -303340.218750 Penalty: 2756.710938
	Iteration 5Q: 3 clusters Score -303340.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -303429.062500 Penalty: 2756.710938
	Iteration 6Q: 3 clusters Score -303429.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -303510.906250 Penalty: 2756.710938
	Iteration 7Q: 3 clusters Score -303510.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -303589.843750 Penalty: 2756.710938
	Iteration 8Q: 3 clusters Score -303589.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -303660.593750 Penalty: 2756.710938
	Iteration 9Q: 3 clusters Score -303660.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -303761.500000 Penalty: 2756.710938
	Iteration 10Q: 3 clusters Score -303761.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -303869.125000 Penalty: 2756.710938
	Iteration 11Q: 3 clusters Score -303869.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -303962.343750 Penalty: 2756.710938
	Iteration 12Q: 3 clusters Score -303962.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -304061.625000 Penalty: 2756.710938
	Iteration 13Q: 3 clusters Score -304061.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -304146.375000 Penalty: 2756.710938
	Iteration 14Q: 3 clusters Score -304146.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -304218.125000 Penalty: 2756.710938
	Iteration 15Q: 3 clusters Score -304218.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -304271.875000 Penalty: 2756.710938
	Iteration 16Q: 3 clusters Score -304271.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -304313.750000 Penalty: 2756.710938
	Iteration 17Q: 3 clusters Score -304313.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -304344.250000 Penalty: 2756.710938
	Iteration 18Q: 3 clusters Score -304344.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -304362.687500 Penalty: 2756.710938
	Iteration 19Q: 3 clusters Score -304362.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -304382.687500 Penalty: 2756.710938
	Iteration 20F: 3 clusters Score -304382.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -304401.156250 Penalty: 2756.710938
	Iteration 21Q: 3 clusters Score -304401.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -304418.437500 Penalty: 2756.710938
	Iteration 22Q: 3 clusters Score -304418.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -304433.781250 Penalty: 2756.710938
	Iteration 23Q: 3 clusters Score -304433.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -304442.031250 Penalty: 2756.710938
	Iteration 24Q: 3 clusters Score -304442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -304445.562500 Penalty: 2756.710938
	Iteration 25Q: 3 clusters Score -304445.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -304449.843750 Penalty: 2756.710938
	Iteration 26Q: 3 clusters Score -304449.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -304453.218750 Penalty: 2756.710938
	Iteration 27Q: 3 clusters Score -304453.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -304455.468750 Penalty: 2756.710938
	Iteration 28Q: 3 clusters Score -304455.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -304455.500000 Penalty: 2756.710938
	Iteration 29Q: 3 clusters Score -304455.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -304455.500000 Penalty: 2756.710938
	Iteration 30F: 3 clusters Score -304455.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (457325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457325 members 
Entering Unmasked Estep 
Score: -29027520.000000 Penalty: 2117.886719
	Iteration 0F: 2 clusters Score -2.902752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228674 members 
Mstep: Class 2 contains 228651 members 
Entering Unmasked Estep 
Score: -28718760.000000 Penalty: 4235.773438
	Iteration 0F: 3 clusters Score -2.871876e+07 nChanged 224202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239134 members 
Mstep: Class 2 contains 218191 members 
Entering Unmasked Estep 
Score: -28854728.000000 Penalty: 4235.773438
	Iteration 1F: 3 clusters Score -2.885473e+07 nChanged 14025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245603 members 
Mstep: Class 2 contains 211722 members 
Entering Unmasked Estep 
Score: -28858052.000000 Penalty: 4235.773438
	Iteration 2Q: 3 clusters Score -2.885805e+07 nChanged 16750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255531 members 
Mstep: Class 2 contains 201794 members 
Entering Unmasked Estep 
Score: -28862734.000000 Penalty: 4235.773438
	Iteration 3Q: 3 clusters Score -2.886273e+07 nChanged 20415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270100 members 
Mstep: Class 2 contains 187225 members 
Entering Unmasked Estep 
Score: -28870082.000000 Penalty: 4235.773438
	Iteration 4Q: 3 clusters Score -2.887008e+07 nChanged 25096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290726 members 
Mstep: Class 2 contains 166599 members 
Entering Unmasked Estep 
Score: -28882616.000000 Penalty: 4235.773438
	Iteration 5F: 3 clusters Score -2.888262e+07 nChanged 30340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318096 members 
Mstep: Class 2 contains 139229 members 
Entering Unmasked Estep 
Score: -28901296.000000 Penalty: 4235.773438
	Iteration 6F: 3 clusters Score -2.89013e+07 nChanged 34295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351095 members 
Mstep: Class 2 contains 106230 members 
Entering Unmasked Estep 
Score: -28927180.000000 Penalty: 4235.773438
	Iteration 7F: 3 clusters Score -2.892718e+07 nChanged 36077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386848 members 
Mstep: Class 2 contains 70477 members 
Entering Unmasked Estep 
Score: -28959020.000000 Penalty: 4235.773438
	Iteration 8F: 3 clusters Score -2.895902e+07 nChanged 31637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418455 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -28989208.000000 Penalty: 4235.773438
	Iteration 9F: 3 clusters Score -2.898921e+07 nChanged 21778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440231 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -29009930.000000 Penalty: 4235.773438
	Iteration 10Q: 3 clusters Score -2.900993e+07 nChanged 10930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451161 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -29020314.000000 Penalty: 4235.773438
	Iteration 11Q: 3 clusters Score -2.902031e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455330 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -29024026.000000 Penalty: 4235.773438
	Iteration 12Q: 3 clusters Score -2.902403e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456566 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -29025000.000000 Penalty: 4235.773438
	Iteration 13Q: 3 clusters Score -2.9025e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456953 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -29025414.000000 Penalty: 4235.773438
	Iteration 14Q: 3 clusters Score -2.902541e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457072 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -29025512.000000 Penalty: 4235.773438
	Iteration 15Q: 3 clusters Score -2.902551e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457106 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -29025572.000000 Penalty: 4235.773438
	Iteration 16Q: 3 clusters Score -2.902557e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457130 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -29025598.000000 Penalty: 4235.773438
	Iteration 17Q: 3 clusters Score -2.90256e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457144 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29025650.000000 Penalty: 4235.773438
	Iteration 18Q: 3 clusters Score -2.902565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457149 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29025646.000000 Penalty: 4235.773438
	Iteration 19Q: 3 clusters Score -2.902565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457149 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29025646.000000 Penalty: 4235.773438
	Iteration 20F: 3 clusters Score -2.902565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457151 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29025642.000000 Penalty: 4235.773438
	Iteration 21Q: 3 clusters Score -2.902564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457154 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29025642.000000 Penalty: 4235.773438
	Iteration 22Q: 3 clusters Score -2.902564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457156 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29025648.000000 Penalty: 4235.773438
	Iteration 23Q: 3 clusters Score -2.902565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457158 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29025640.000000 Penalty: 4235.773438
	Iteration 24Q: 3 clusters Score -2.902564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457157 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29025640.000000 Penalty: 4235.773438
	Iteration 25Q: 3 clusters Score -2.902564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457158 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29025646.000000 Penalty: 4235.773438
	Iteration 26Q: 3 clusters Score -2.902565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457158 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29025646.000000 Penalty: 4235.773438
	Iteration 27F: 3 clusters Score -2.902565e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Entering Unmasked Estep 
Score: -161451.125000 Penalty: 1285.411377
	Iteration 0F: 2 clusters Score -161451.1 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 1413 members 
Entering Unmasked Estep 
Score: -158907.078125 Penalty: 2570.822754
	Iteration 0F: 3 clusters Score -158907.1 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -159474.531250 Penalty: 2570.822754
	Iteration 1F: 3 clusters Score -159474.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -159611.671875 Penalty: 2570.822754
	Iteration 2F: 3 clusters Score -159611.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -159700.921875 Penalty: 2570.822754
	Iteration 3F: 3 clusters Score -159700.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -159751.875000 Penalty: 2570.822754
	Iteration 4Q: 3 clusters Score -159751.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -159794.984375 Penalty: 2570.822754
	Iteration 5Q: 3 clusters Score -159795 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -159835.453125 Penalty: 2570.822754
	Iteration 6Q: 3 clusters Score -159835.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -159880.968750 Penalty: 2570.822754
	Iteration 7Q: 3 clusters Score -159881 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -159917.562500 Penalty: 2570.822754
	Iteration 8Q: 3 clusters Score -159917.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -159955.421875 Penalty: 2570.822754
	Iteration 9Q: 3 clusters Score -159955.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -159981.484375 Penalty: 2570.822754
	Iteration 10Q: 3 clusters Score -159981.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -160011.796875 Penalty: 2570.822754
	Iteration 11Q: 3 clusters Score -160011.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -160039.890625 Penalty: 2570.822754
	Iteration 12Q: 3 clusters Score -160039.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -160062.375000 Penalty: 2570.822754
	Iteration 13Q: 3 clusters Score -160062.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -160085.093750 Penalty: 2570.822754
	Iteration 14Q: 3 clusters Score -160085.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -160103.343750 Penalty: 2570.822754
	Iteration 15Q: 3 clusters Score -160103.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -160117.109375 Penalty: 2570.822754
	Iteration 16Q: 3 clusters Score -160117.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -160124.515625 Penalty: 2570.822754
	Iteration 17Q: 3 clusters Score -160124.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -160130.171875 Penalty: 2570.822754
	Iteration 18Q: 3 clusters Score -160130.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -160138.984375 Penalty: 2570.822754
	Iteration 19Q: 3 clusters Score -160139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -160152.625000 Penalty: 2570.822754
	Iteration 20F: 3 clusters Score -160152.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -160163.359375 Penalty: 2570.822754
	Iteration 21Q: 3 clusters Score -160163.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -160169.812500 Penalty: 2570.822754
	Iteration 22Q: 3 clusters Score -160169.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -160175.906250 Penalty: 2570.822754
	Iteration 23Q: 3 clusters Score -160175.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -160180.343750 Penalty: 2570.822754
	Iteration 24Q: 3 clusters Score -160180.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -160186.187500 Penalty: 2570.822754
	Iteration 25Q: 3 clusters Score -160186.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -160192.171875 Penalty: 2570.822754
	Iteration 26Q: 3 clusters Score -160192.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -160194.937500 Penalty: 2570.822754
	Iteration 27Q: 3 clusters Score -160194.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -160199.296875 Penalty: 2570.822754
	Iteration 28Q: 3 clusters Score -160199.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -160203.343750 Penalty: 2570.822754
	Iteration 29Q: 3 clusters Score -160203.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -160209.609375 Penalty: 2570.822754
	Iteration 30Q: 3 clusters Score -160209.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -160212.328125 Penalty: 2570.822754
	Iteration 31Q: 3 clusters Score -160212.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -160214.718750 Penalty: 2570.822754
	Iteration 32Q: 3 clusters Score -160214.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -160216.921875 Penalty: 2570.822754
	Iteration 33Q: 3 clusters Score -160216.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -160219.484375 Penalty: 2570.822754
	Iteration 34Q: 3 clusters Score -160219.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -160219.812500 Penalty: 2570.822754
	Iteration 35Q: 3 clusters Score -160219.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -160221.593750 Penalty: 2570.822754
	Iteration 36Q: 3 clusters Score -160221.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -160226.187500 Penalty: 2570.822754
	Iteration 37Q: 3 clusters Score -160226.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -160233.984375 Penalty: 2570.822754
	Iteration 38Q: 3 clusters Score -160234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -160238.234375 Penalty: 2570.822754
	Iteration 39Q: 3 clusters Score -160238.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -160243.796875 Penalty: 2570.822754
	Iteration 40F: 3 clusters Score -160243.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -160250.828125 Penalty: 2570.822754
	Iteration 41Q: 3 clusters Score -160250.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -160256.625000 Penalty: 2570.822754
	Iteration 42Q: 3 clusters Score -160256.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -160261.718750 Penalty: 2570.822754
	Iteration 43Q: 3 clusters Score -160261.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -160264.515625 Penalty: 2570.822754
	Iteration 44Q: 3 clusters Score -160264.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -160268.265625 Penalty: 2570.822754
	Iteration 45Q: 3 clusters Score -160268.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -160272.984375 Penalty: 2570.822754
	Iteration 46Q: 3 clusters Score -160273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -160276.609375 Penalty: 2570.822754
	Iteration 47Q: 3 clusters Score -160276.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -160281.953125 Penalty: 2570.822754
	Iteration 48Q: 3 clusters Score -160282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -160286.343750 Penalty: 2570.822754
	Iteration 49Q: 3 clusters Score -160286.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -160290.015625 Penalty: 2570.822754
	Iteration 50Q: 3 clusters Score -160290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -160295.046875 Penalty: 2570.822754
	Iteration 51Q: 3 clusters Score -160295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -160298.640625 Penalty: 2570.822754
	Iteration 52Q: 3 clusters Score -160298.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -160302.203125 Penalty: 2570.822754
	Iteration 53Q: 3 clusters Score -160302.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -160304.515625 Penalty: 2570.822754
	Iteration 54Q: 3 clusters Score -160304.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -160309.453125 Penalty: 2570.822754
	Iteration 55Q: 3 clusters Score -160309.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -160313.078125 Penalty: 2570.822754
	Iteration 56Q: 3 clusters Score -160313.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -160313.625000 Penalty: 2570.822754
	Iteration 57Q: 3 clusters Score -160313.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -160313.625000 Penalty: 2570.822754
	Iteration 58F: 3 clusters Score -160313.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Entering Unmasked Estep 
Score: -686954.562500 Penalty: 1514.077393
	Iteration 0F: 2 clusters Score -686954.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -679047.375000 Penalty: 3028.154785
	Iteration 0F: 3 clusters Score -679047.4 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -681775.375000 Penalty: 3028.154785
	Iteration 1F: 3 clusters Score -681775.4 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -682158.187500 Penalty: 3028.154785
	Iteration 2F: 3 clusters Score -682158.2 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -682581.062500 Penalty: 3028.154785
	Iteration 3F: 3 clusters Score -682581.1 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -683013.500000 Penalty: 3028.154785
	Iteration 4F: 3 clusters Score -683013.5 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -683379.437500 Penalty: 3028.154785
	Iteration 5F: 3 clusters Score -683379.4 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -683729.937500 Penalty: 3028.154785
	Iteration 6F: 3 clusters Score -683729.9 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -684077.000000 Penalty: 3028.154785
	Iteration 7F: 3 clusters Score -684077 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -684385.062500 Penalty: 3028.154785
	Iteration 8Q: 3 clusters Score -684385.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -684643.875000 Penalty: 3028.154785
	Iteration 9Q: 3 clusters Score -684643.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -684834.937500 Penalty: 3028.154785
	Iteration 10Q: 3 clusters Score -684834.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -684982.000000 Penalty: 3028.154785
	Iteration 11Q: 3 clusters Score -684982 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -685097.250000 Penalty: 3028.154785
	Iteration 12Q: 3 clusters Score -685097.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -685203.312500 Penalty: 3028.154785
	Iteration 13Q: 3 clusters Score -685203.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -685291.437500 Penalty: 3028.154785
	Iteration 14Q: 3 clusters Score -685291.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -685356.875000 Penalty: 3028.154785
	Iteration 15Q: 3 clusters Score -685356.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -685434.500000 Penalty: 3028.154785
	Iteration 16Q: 3 clusters Score -685434.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -685506.750000 Penalty: 3028.154785
	Iteration 17Q: 3 clusters Score -685506.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -685564.375000 Penalty: 3028.154785
	Iteration 18Q: 3 clusters Score -685564.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -685614.562500 Penalty: 3028.154785
	Iteration 19Q: 3 clusters Score -685614.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -685656.000000 Penalty: 3028.154785
	Iteration 20F: 3 clusters Score -685656 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -685682.812500 Penalty: 3028.154785
	Iteration 21Q: 3 clusters Score -685682.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -685701.437500 Penalty: 3028.154785
	Iteration 22Q: 3 clusters Score -685701.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -685713.375000 Penalty: 3028.154785
	Iteration 23Q: 3 clusters Score -685713.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -685728.562500 Penalty: 3028.154785
	Iteration 24Q: 3 clusters Score -685728.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -685745.875000 Penalty: 3028.154785
	Iteration 25Q: 3 clusters Score -685745.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -685769.750000 Penalty: 3028.154785
	Iteration 26Q: 3 clusters Score -685769.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -685792.375000 Penalty: 3028.154785
	Iteration 27Q: 3 clusters Score -685792.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -685812.062500 Penalty: 3028.154785
	Iteration 28Q: 3 clusters Score -685812.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -685821.125000 Penalty: 3028.154785
	Iteration 29Q: 3 clusters Score -685821.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -685837.062500 Penalty: 3028.154785
	Iteration 30Q: 3 clusters Score -685837.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -685855.437500 Penalty: 3028.154785
	Iteration 31Q: 3 clusters Score -685855.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -685869.437500 Penalty: 3028.154785
	Iteration 32Q: 3 clusters Score -685869.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -685881.687500 Penalty: 3028.154785
	Iteration 33Q: 3 clusters Score -685881.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -685893.562500 Penalty: 3028.154785
	Iteration 34Q: 3 clusters Score -685893.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -685904.500000 Penalty: 3028.154785
	Iteration 35Q: 3 clusters Score -685904.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -685908.187500 Penalty: 3028.154785
	Iteration 36Q: 3 clusters Score -685908.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -685917.375000 Penalty: 3028.154785
	Iteration 37Q: 3 clusters Score -685917.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -685921.312500 Penalty: 3028.154785
	Iteration 38Q: 3 clusters Score -685921.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -685928.250000 Penalty: 3028.154785
	Iteration 39Q: 3 clusters Score -685928.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -685929.812500 Penalty: 3028.154785
	Iteration 40F: 3 clusters Score -685929.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -685932.312500 Penalty: 3028.154785
	Iteration 41Q: 3 clusters Score -685932.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -685935.187500 Penalty: 3028.154785
	Iteration 42Q: 3 clusters Score -685935.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -685937.250000 Penalty: 3028.154785
	Iteration 43Q: 3 clusters Score -685937.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -685936.937500 Penalty: 3028.154785
	Iteration 44Q: 3 clusters Score -685936.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -685938.750000 Penalty: 3028.154785
	Iteration 45Q: 3 clusters Score -685938.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -685942.687500 Penalty: 3028.154785
	Iteration 46Q: 3 clusters Score -685942.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -685943.312500 Penalty: 3028.154785
	Iteration 47Q: 3 clusters Score -685943.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -685942.437500 Penalty: 3028.154785
	Iteration 48Q: 3 clusters Score -685942.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -685942.437500 Penalty: 3028.154785
	Iteration 49F: 3 clusters Score -685942.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Entering Unmasked Estep 
Score: -581001.375000 Penalty: 1489.521118
	Iteration 0F: 2 clusters Score -581001.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -574149.062500 Penalty: 2979.042236
	Iteration 0F: 3 clusters Score -574149.1 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -576398.937500 Penalty: 2979.042236
	Iteration 1F: 3 clusters Score -576398.9 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -576689.375000 Penalty: 2979.042236
	Iteration 2F: 3 clusters Score -576689.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -576959.500000 Penalty: 2979.042236
	Iteration 3F: 3 clusters Score -576959.5 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -577218.187500 Penalty: 2979.042236
	Iteration 4F: 3 clusters Score -577218.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -577472.000000 Penalty: 2979.042236
	Iteration 5Q: 3 clusters Score -577472 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -577736.375000 Penalty: 2979.042236
	Iteration 6Q: 3 clusters Score -577736.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -578052.000000 Penalty: 2979.042236
	Iteration 7Q: 3 clusters Score -578052 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -578432.125000 Penalty: 2979.042236
	Iteration 8Q: 3 clusters Score -578432.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -578749.750000 Penalty: 2979.042236
	Iteration 9Q: 3 clusters Score -578749.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -578960.875000 Penalty: 2979.042236
	Iteration 10Q: 3 clusters Score -578960.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -579087.500000 Penalty: 2979.042236
	Iteration 11Q: 3 clusters Score -579087.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -579157.687500 Penalty: 2979.042236
	Iteration 12Q: 3 clusters Score -579157.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -579195.875000 Penalty: 2979.042236
	Iteration 13Q: 3 clusters Score -579195.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -579213.937500 Penalty: 2979.042236
	Iteration 14Q: 3 clusters Score -579213.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -579230.937500 Penalty: 2979.042236
	Iteration 15Q: 3 clusters Score -579230.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -579239.062500 Penalty: 2979.042236
	Iteration 16Q: 3 clusters Score -579239.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -579249.812500 Penalty: 2979.042236
	Iteration 17Q: 3 clusters Score -579249.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -579261.375000 Penalty: 2979.042236
	Iteration 18Q: 3 clusters Score -579261.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -579267.312500 Penalty: 2979.042236
	Iteration 19Q: 3 clusters Score -579267.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -579271.937500 Penalty: 2979.042236
	Iteration 20F: 3 clusters Score -579271.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -579275.375000 Penalty: 2979.042236
	Iteration 21Q: 3 clusters Score -579275.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -579277.437500 Penalty: 2979.042236
	Iteration 22Q: 3 clusters Score -579277.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -579280.187500 Penalty: 2979.042236
	Iteration 23Q: 3 clusters Score -579280.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -579286.187500 Penalty: 2979.042236
	Iteration 24Q: 3 clusters Score -579286.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -579290.562500 Penalty: 2979.042236
	Iteration 25Q: 3 clusters Score -579290.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -579295.500000 Penalty: 2979.042236
	Iteration 26Q: 3 clusters Score -579295.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -579301.000000 Penalty: 2979.042236
	Iteration 27Q: 3 clusters Score -579301 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -579305.000000 Penalty: 2979.042236
	Iteration 28Q: 3 clusters Score -579305 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -579309.250000 Penalty: 2979.042236
	Iteration 29Q: 3 clusters Score -579309.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -579313.562500 Penalty: 2979.042236
	Iteration 30Q: 3 clusters Score -579313.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -579316.125000 Penalty: 2979.042236
	Iteration 31Q: 3 clusters Score -579316.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -579319.375000 Penalty: 2979.042236
	Iteration 32Q: 3 clusters Score -579319.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -579322.250000 Penalty: 2979.042236
	Iteration 33Q: 3 clusters Score -579322.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -579324.625000 Penalty: 2979.042236
	Iteration 34Q: 3 clusters Score -579324.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -579328.437500 Penalty: 2979.042236
	Iteration 35Q: 3 clusters Score -579328.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -579327.812500 Penalty: 2979.042236
	Iteration 36Q: 3 clusters Score -579327.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -579328.875000 Penalty: 2979.042236
	Iteration 37Q: 3 clusters Score -579328.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -579332.937500 Penalty: 2979.042236
	Iteration 38Q: 3 clusters Score -579332.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -579332.125000 Penalty: 2979.042236
	Iteration 39Q: 3 clusters Score -579332.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -579331.875000 Penalty: 2979.042236
	Iteration 40F: 3 clusters Score -579331.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -579331.812500 Penalty: 2979.042236
	Iteration 41Q: 3 clusters Score -579331.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -579333.750000 Penalty: 2979.042236
	Iteration 42Q: 3 clusters Score -579333.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -579333.937500 Penalty: 2979.042236
	Iteration 43Q: 3 clusters Score -579333.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -579335.437500 Penalty: 2979.042236
	Iteration 44Q: 3 clusters Score -579335.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -579337.187500 Penalty: 2979.042236
	Iteration 45Q: 3 clusters Score -579337.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -579336.625000 Penalty: 2979.042236
	Iteration 46Q: 3 clusters Score -579336.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -579336.625000 Penalty: 2979.042236
	Iteration 47F: 3 clusters Score -579336.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Entering Unmasked Estep 
Score: -333008.968750 Penalty: 1394.368896
	Iteration 0F: 2 clusters Score -333009 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 2667 members 
Entering Unmasked Estep 
Score: -328835.156250 Penalty: 2788.737793
	Iteration 0F: 3 clusters Score -328835.2 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -330030.250000 Penalty: 2788.737793
	Iteration 1F: 3 clusters Score -330030.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -330212.437500 Penalty: 2788.737793
	Iteration 2F: 3 clusters Score -330212.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -330356.125000 Penalty: 2788.737793
	Iteration 3F: 3 clusters Score -330356.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -330452.906250 Penalty: 2788.737793
	Iteration 4Q: 3 clusters Score -330452.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -330535.250000 Penalty: 2788.737793
	Iteration 5Q: 3 clusters Score -330535.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -330601.500000 Penalty: 2788.737793
	Iteration 6Q: 3 clusters Score -330601.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -330666.750000 Penalty: 2788.737793
	Iteration 7Q: 3 clusters Score -330666.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -330729.281250 Penalty: 2788.737793
	Iteration 8Q: 3 clusters Score -330729.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -330800.687500 Penalty: 2788.737793
	Iteration 9Q: 3 clusters Score -330800.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -330865.187500 Penalty: 2788.737793
	Iteration 10Q: 3 clusters Score -330865.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -330919.375000 Penalty: 2788.737793
	Iteration 11Q: 3 clusters Score -330919.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -330975.093750 Penalty: 2788.737793
	Iteration 12Q: 3 clusters Score -330975.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -331036.125000 Penalty: 2788.737793
	Iteration 13Q: 3 clusters Score -331036.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -331102.156250 Penalty: 2788.737793
	Iteration 14Q: 3 clusters Score -331102.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -331169.468750 Penalty: 2788.737793
	Iteration 15Q: 3 clusters Score -331169.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -331239.906250 Penalty: 2788.737793
	Iteration 16Q: 3 clusters Score -331239.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -331282.406250 Penalty: 2788.737793
	Iteration 17Q: 3 clusters Score -331282.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -331323.687500 Penalty: 2788.737793
	Iteration 18Q: 3 clusters Score -331323.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -331362.781250 Penalty: 2788.737793
	Iteration 19Q: 3 clusters Score -331362.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -331392.156250 Penalty: 2788.737793
	Iteration 20F: 3 clusters Score -331392.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -331419.062500 Penalty: 2788.737793
	Iteration 21Q: 3 clusters Score -331419.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -331438.093750 Penalty: 2788.737793
	Iteration 22Q: 3 clusters Score -331438.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -331452.687500 Penalty: 2788.737793
	Iteration 23Q: 3 clusters Score -331452.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -331471.031250 Penalty: 2788.737793
	Iteration 24Q: 3 clusters Score -331471 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -331490.750000 Penalty: 2788.737793
	Iteration 25Q: 3 clusters Score -331490.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -331509.281250 Penalty: 2788.737793
	Iteration 26Q: 3 clusters Score -331509.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -331527.968750 Penalty: 2788.737793
	Iteration 27Q: 3 clusters Score -331528 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -331541.187500 Penalty: 2788.737793
	Iteration 28Q: 3 clusters Score -331541.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -331554.312500 Penalty: 2788.737793
	Iteration 29Q: 3 clusters Score -331554.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -331568.843750 Penalty: 2788.737793
	Iteration 30Q: 3 clusters Score -331568.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -331582.718750 Penalty: 2788.737793
	Iteration 31Q: 3 clusters Score -331582.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -331605.125000 Penalty: 2788.737793
	Iteration 32Q: 3 clusters Score -331605.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -331630.281250 Penalty: 2788.737793
	Iteration 33Q: 3 clusters Score -331630.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -331656.593750 Penalty: 2788.737793
	Iteration 34Q: 3 clusters Score -331656.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -331678.625000 Penalty: 2788.737793
	Iteration 35Q: 3 clusters Score -331678.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -331706.625000 Penalty: 2788.737793
	Iteration 36Q: 3 clusters Score -331706.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -331735.781250 Penalty: 2788.737793
	Iteration 37Q: 3 clusters Score -331735.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -331760.093750 Penalty: 2788.737793
	Iteration 38Q: 3 clusters Score -331760.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -331780.562500 Penalty: 2788.737793
	Iteration 39Q: 3 clusters Score -331780.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -331791.875000 Penalty: 2788.737793
	Iteration 40F: 3 clusters Score -331791.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -331802.093750 Penalty: 2788.737793
	Iteration 41Q: 3 clusters Score -331802.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -331808.656250 Penalty: 2788.737793
	Iteration 42Q: 3 clusters Score -331808.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -331815.375000 Penalty: 2788.737793
	Iteration 43Q: 3 clusters Score -331815.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -331817.687500 Penalty: 2788.737793
	Iteration 44Q: 3 clusters Score -331817.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -331823.406250 Penalty: 2788.737793
	Iteration 45Q: 3 clusters Score -331823.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -331825.937500 Penalty: 2788.737793
	Iteration 46Q: 3 clusters Score -331825.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -331827.375000 Penalty: 2788.737793
	Iteration 47Q: 3 clusters Score -331827.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -331830.812500 Penalty: 2788.737793
	Iteration 48Q: 3 clusters Score -331830.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -331831.406250 Penalty: 2788.737793
	Iteration 49Q: 3 clusters Score -331831.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -331830.750000 Penalty: 2788.737793
	Iteration 50Q: 3 clusters Score -331830.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -331830.750000 Penalty: 2788.737793
	Iteration 51F: 3 clusters Score -331830.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Entering Unmasked Estep 
Score: -474189.687500 Penalty: 1453.425781
	Iteration 0F: 2 clusters Score -474189.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -468478.406250 Penalty: 2906.851562
	Iteration 0F: 3 clusters Score -468478.4 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -470471.906250 Penalty: 2906.851562
	Iteration 1F: 3 clusters Score -470471.9 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -471071.781250 Penalty: 2906.851562
	Iteration 2F: 3 clusters Score -471071.8 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -471655.281250 Penalty: 2906.851562
	Iteration 3F: 3 clusters Score -471655.3 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -472120.687500 Penalty: 2906.851562
	Iteration 4F: 3 clusters Score -472120.7 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -472484.093750 Penalty: 2906.851562
	Iteration 5F: 3 clusters Score -472484.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -472778.562500 Penalty: 2906.851562
	Iteration 6F: 3 clusters Score -472778.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -472972.781250 Penalty: 2906.851562
	Iteration 7Q: 3 clusters Score -472972.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -473154.531250 Penalty: 2906.851562
	Iteration 8Q: 3 clusters Score -473154.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -473292.687500 Penalty: 2906.851562
	Iteration 9Q: 3 clusters Score -473292.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -473400.000000 Penalty: 2906.851562
	Iteration 10Q: 3 clusters Score -473400 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -473484.812500 Penalty: 2906.851562
	Iteration 11Q: 3 clusters Score -473484.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -473560.468750 Penalty: 2906.851562
	Iteration 12Q: 3 clusters Score -473560.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -473629.218750 Penalty: 2906.851562
	Iteration 13Q: 3 clusters Score -473629.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -473671.812500 Penalty: 2906.851562
	Iteration 14Q: 3 clusters Score -473671.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -473700.750000 Penalty: 2906.851562
	Iteration 15Q: 3 clusters Score -473700.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -473724.656250 Penalty: 2906.851562
	Iteration 16Q: 3 clusters Score -473724.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -473743.656250 Penalty: 2906.851562
	Iteration 17Q: 3 clusters Score -473743.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -473759.281250 Penalty: 2906.851562
	Iteration 18Q: 3 clusters Score -473759.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -473770.312500 Penalty: 2906.851562
	Iteration 19Q: 3 clusters Score -473770.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -473777.281250 Penalty: 2906.851562
	Iteration 20F: 3 clusters Score -473777.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -473782.000000 Penalty: 2906.851562
	Iteration 21Q: 3 clusters Score -473782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -473786.343750 Penalty: 2906.851562
	Iteration 22Q: 3 clusters Score -473786.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -473791.062500 Penalty: 2906.851562
	Iteration 23Q: 3 clusters Score -473791.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -473795.531250 Penalty: 2906.851562
	Iteration 24Q: 3 clusters Score -473795.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -473798.968750 Penalty: 2906.851562
	Iteration 25Q: 3 clusters Score -473799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -473801.781250 Penalty: 2906.851562
	Iteration 26Q: 3 clusters Score -473801.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -473802.187500 Penalty: 2906.851562
	Iteration 27Q: 3 clusters Score -473802.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -473804.218750 Penalty: 2906.851562
	Iteration 28Q: 3 clusters Score -473804.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -473805.562500 Penalty: 2906.851562
	Iteration 29Q: 3 clusters Score -473805.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -473806.562500 Penalty: 2906.851562
	Iteration 30Q: 3 clusters Score -473806.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -473808.718750 Penalty: 2906.851562
	Iteration 31Q: 3 clusters Score -473808.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -473810.500000 Penalty: 2906.851562
	Iteration 32Q: 3 clusters Score -473810.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -473811.375000 Penalty: 2906.851562
	Iteration 33Q: 3 clusters Score -473811.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -473814.312500 Penalty: 2906.851562
	Iteration 34Q: 3 clusters Score -473814.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -473815.812500 Penalty: 2906.851562
	Iteration 35Q: 3 clusters Score -473815.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -473817.625000 Penalty: 2906.851562
	Iteration 36Q: 3 clusters Score -473817.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -473818.718750 Penalty: 2906.851562
	Iteration 37Q: 3 clusters Score -473818.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -473818.718750 Penalty: 2906.851562
	Iteration 38F: 3 clusters Score -473818.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Entering Unmasked Estep 
Score: -735135.687500 Penalty: 1512.197632
	Iteration 0F: 2 clusters Score -735135.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -727421.000000 Penalty: 3024.395264
	Iteration 0F: 3 clusters Score -727421 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -730040.187500 Penalty: 3024.395264
	Iteration 1F: 3 clusters Score -730040.2 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -730315.250000 Penalty: 3024.395264
	Iteration 2F: 3 clusters Score -730315.2 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -730559.687500 Penalty: 3024.395264
	Iteration 3Q: 3 clusters Score -730559.7 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -730871.750000 Penalty: 3024.395264
	Iteration 4F: 3 clusters Score -730871.8 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -731284.625000 Penalty: 3024.395264
	Iteration 5F: 3 clusters Score -731284.6 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -731844.062500 Penalty: 3024.395264
	Iteration 6F: 3 clusters Score -731844.1 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -732498.000000 Penalty: 3024.395264
	Iteration 7F: 3 clusters Score -732498 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -733057.687500 Penalty: 3024.395264
	Iteration 8F: 3 clusters Score -733057.7 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -733367.062500 Penalty: 3024.395264
	Iteration 9Q: 3 clusters Score -733367.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -733502.250000 Penalty: 3024.395264
	Iteration 10Q: 3 clusters Score -733502.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -733567.687500 Penalty: 3024.395264
	Iteration 11Q: 3 clusters Score -733567.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -733611.125000 Penalty: 3024.395264
	Iteration 12Q: 3 clusters Score -733611.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -733639.125000 Penalty: 3024.395264
	Iteration 13Q: 3 clusters Score -733639.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -733672.812500 Penalty: 3024.395264
	Iteration 14Q: 3 clusters Score -733672.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -733700.312500 Penalty: 3024.395264
	Iteration 15Q: 3 clusters Score -733700.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -733722.937500 Penalty: 3024.395264
	Iteration 16Q: 3 clusters Score -733722.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -733740.500000 Penalty: 3024.395264
	Iteration 17Q: 3 clusters Score -733740.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -733754.687500 Penalty: 3024.395264
	Iteration 18Q: 3 clusters Score -733754.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -733766.875000 Penalty: 3024.395264
	Iteration 19Q: 3 clusters Score -733766.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -733780.500000 Penalty: 3024.395264
	Iteration 20F: 3 clusters Score -733780.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -733787.937500 Penalty: 3024.395264
	Iteration 21Q: 3 clusters Score -733787.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -733801.500000 Penalty: 3024.395264
	Iteration 22Q: 3 clusters Score -733801.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -733809.062500 Penalty: 3024.395264
	Iteration 23Q: 3 clusters Score -733809.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -733814.562500 Penalty: 3024.395264
	Iteration 24Q: 3 clusters Score -733814.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -733819.312500 Penalty: 3024.395264
	Iteration 25Q: 3 clusters Score -733819.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -733827.437500 Penalty: 3024.395264
	Iteration 26Q: 3 clusters Score -733827.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -733835.437500 Penalty: 3024.395264
	Iteration 27Q: 3 clusters Score -733835.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -733840.375000 Penalty: 3024.395264
	Iteration 28Q: 3 clusters Score -733840.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -733844.500000 Penalty: 3024.395264
	Iteration 29Q: 3 clusters Score -733844.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -733847.500000 Penalty: 3024.395264
	Iteration 30Q: 3 clusters Score -733847.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -733848.562500 Penalty: 3024.395264
	Iteration 31Q: 3 clusters Score -733848.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -733852.937500 Penalty: 3024.395264
	Iteration 32Q: 3 clusters Score -733852.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -733854.687500 Penalty: 3024.395264
	Iteration 33Q: 3 clusters Score -733854.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -733854.000000 Penalty: 3024.395264
	Iteration 34Q: 3 clusters Score -733854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -733854.125000 Penalty: 3024.395264
	Iteration 35Q: 3 clusters Score -733854.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -733856.000000 Penalty: 3024.395264
	Iteration 36Q: 3 clusters Score -733856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -733857.250000 Penalty: 3024.395264
	Iteration 37Q: 3 clusters Score -733857.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -733859.125000 Penalty: 3024.395264
	Iteration 38Q: 3 clusters Score -733859.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -733860.000000 Penalty: 3024.395264
	Iteration 39Q: 3 clusters Score -733860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -733860.062500 Penalty: 3024.395264
	Iteration 40F: 3 clusters Score -733860.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -733863.437500 Penalty: 3024.395264
	Iteration 41Q: 3 clusters Score -733863.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -733862.750000 Penalty: 3024.395264
	Iteration 42Q: 3 clusters Score -733862.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -733863.437500 Penalty: 3024.395264
	Iteration 43Q: 3 clusters Score -733863.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -733863.750000 Penalty: 3024.395264
	Iteration 44Q: 3 clusters Score -733863.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -733863.062500 Penalty: 3024.395264
	Iteration 45Q: 3 clusters Score -733863.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -733863.062500 Penalty: 3024.395264
	Iteration 46F: 3 clusters Score -733863.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Entering Unmasked Estep 
Score: -810903.125000 Penalty: 1536.451904
	Iteration 0F: 2 clusters Score -810903.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -802044.812500 Penalty: 3072.903809
	Iteration 0F: 3 clusters Score -802044.8 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -805068.375000 Penalty: 3072.903809
	Iteration 1F: 3 clusters Score -805068.4 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -805323.125000 Penalty: 3072.903809
	Iteration 2F: 3 clusters Score -805323.1 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -805545.000000 Penalty: 3072.903809
	Iteration 3Q: 3 clusters Score -805545 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -805798.937500 Penalty: 3072.903809
	Iteration 4Q: 3 clusters Score -805798.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -806124.937500 Penalty: 3072.903809
	Iteration 5Q: 3 clusters Score -806124.9 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -806552.687500 Penalty: 3072.903809
	Iteration 6F: 3 clusters Score -806552.7 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -807126.500000 Penalty: 3072.903809
	Iteration 7F: 3 clusters Score -807126.5 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -807773.125000 Penalty: 3072.903809
	Iteration 8F: 3 clusters Score -807773.1 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -808342.687500 Penalty: 3072.903809
	Iteration 9F: 3 clusters Score -808342.7 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -808825.500000 Penalty: 3072.903809
	Iteration 10Q: 3 clusters Score -808825.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -809179.750000 Penalty: 3072.903809
	Iteration 11Q: 3 clusters Score -809179.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -809450.250000 Penalty: 3072.903809
	Iteration 12Q: 3 clusters Score -809450.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -809612.062500 Penalty: 3072.903809
	Iteration 13Q: 3 clusters Score -809612.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -809678.687500 Penalty: 3072.903809
	Iteration 14Q: 3 clusters Score -809678.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -809725.562500 Penalty: 3072.903809
	Iteration 15Q: 3 clusters Score -809725.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -809754.250000 Penalty: 3072.903809
	Iteration 16Q: 3 clusters Score -809754.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -809770.812500 Penalty: 3072.903809
	Iteration 17Q: 3 clusters Score -809770.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -809785.687500 Penalty: 3072.903809
	Iteration 18Q: 3 clusters Score -809785.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -809797.375000 Penalty: 3072.903809
	Iteration 19Q: 3 clusters Score -809797.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -809805.937500 Penalty: 3072.903809
	Iteration 20F: 3 clusters Score -809805.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -809810.312500 Penalty: 3072.903809
	Iteration 21Q: 3 clusters Score -809810.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -809813.437500 Penalty: 3072.903809
	Iteration 22Q: 3 clusters Score -809813.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -809816.625000 Penalty: 3072.903809
	Iteration 23Q: 3 clusters Score -809816.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -809817.812500 Penalty: 3072.903809
	Iteration 24Q: 3 clusters Score -809817.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -809818.437500 Penalty: 3072.903809
	Iteration 25Q: 3 clusters Score -809818.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -809820.187500 Penalty: 3072.903809
	Iteration 26Q: 3 clusters Score -809820.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -809820.750000 Penalty: 3072.903809
	Iteration 27Q: 3 clusters Score -809820.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -809821.375000 Penalty: 3072.903809
	Iteration 28Q: 3 clusters Score -809821.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -809823.187500 Penalty: 3072.903809
	Iteration 29Q: 3 clusters Score -809823.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -809826.500000 Penalty: 3072.903809
	Iteration 30Q: 3 clusters Score -809826.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -809827.625000 Penalty: 3072.903809
	Iteration 31Q: 3 clusters Score -809827.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -809829.687500 Penalty: 3072.903809
	Iteration 32Q: 3 clusters Score -809829.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -809831.500000 Penalty: 3072.903809
	Iteration 33Q: 3 clusters Score -809831.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -809840.250000 Penalty: 3072.903809
	Iteration 34Q: 3 clusters Score -809840.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -809846.125000 Penalty: 3072.903809
	Iteration 35Q: 3 clusters Score -809846.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -809849.687500 Penalty: 3072.903809
	Iteration 36Q: 3 clusters Score -809849.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -809850.750000 Penalty: 3072.903809
	Iteration 37Q: 3 clusters Score -809850.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -809849.375000 Penalty: 3072.903809
	Iteration 38Q: 3 clusters Score -809849.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -809849.937500 Penalty: 3072.903809
	Iteration 39Q: 3 clusters Score -809849.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -809851.187500 Penalty: 3072.903809
	Iteration 40F: 3 clusters Score -809851.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -92074.156250 Penalty: 1204.672241
	Iteration 0F: 2 clusters Score -92074.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -90173.257812 Penalty: 2409.344482
	Iteration 0F: 3 clusters Score -90173.26 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -90588.000000 Penalty: 2409.344482
	Iteration 1F: 3 clusters Score -90588 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -90755.718750 Penalty: 2409.344482
	Iteration 2F: 3 clusters Score -90755.72 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -90920.210938 Penalty: 2409.344482
	Iteration 3F: 3 clusters Score -90920.21 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -91093.382812 Penalty: 2409.344482
	Iteration 4F: 3 clusters Score -91093.38 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -91205.117188 Penalty: 2409.344482
	Iteration 5F: 3 clusters Score -91205.12 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -91267.625000 Penalty: 2409.344482
	Iteration 6Q: 3 clusters Score -91267.62 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -91303.585938 Penalty: 2409.344482
	Iteration 7Q: 3 clusters Score -91303.59 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -91346.242188 Penalty: 2409.344482
	Iteration 8Q: 3 clusters Score -91346.24 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -91376.117188 Penalty: 2409.344482
	Iteration 9Q: 3 clusters Score -91376.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -91396.093750 Penalty: 2409.344482
	Iteration 10Q: 3 clusters Score -91396.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -91404.132812 Penalty: 2409.344482
	Iteration 11Q: 3 clusters Score -91404.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -91411.171875 Penalty: 2409.344482
	Iteration 12Q: 3 clusters Score -91411.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -91415.578125 Penalty: 2409.344482
	Iteration 13Q: 3 clusters Score -91415.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -91422.039062 Penalty: 2409.344482
	Iteration 14Q: 3 clusters Score -91422.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -91424.445312 Penalty: 2409.344482
	Iteration 15Q: 3 clusters Score -91424.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -91424.859375 Penalty: 2409.344482
	Iteration 16Q: 3 clusters Score -91424.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -91425.085938 Penalty: 2409.344482
	Iteration 17Q: 3 clusters Score -91425.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -91425.789062 Penalty: 2409.344482
	Iteration 18Q: 3 clusters Score -91425.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -91426.171875 Penalty: 2409.344482
	Iteration 19Q: 3 clusters Score -91426.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -91427.500000 Penalty: 2409.344482
	Iteration 20F: 3 clusters Score -91427.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -91432.695312 Penalty: 2409.344482
	Iteration 21Q: 3 clusters Score -91432.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -91435.484375 Penalty: 2409.344482
	Iteration 22Q: 3 clusters Score -91435.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -91439.187500 Penalty: 2409.344482
	Iteration 23Q: 3 clusters Score -91439.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -91440.367188 Penalty: 2409.344482
	Iteration 24Q: 3 clusters Score -91440.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -91440.812500 Penalty: 2409.344482
	Iteration 25Q: 3 clusters Score -91440.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -91441.101562 Penalty: 2409.344482
	Iteration 26Q: 3 clusters Score -91441.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -91441.101562 Penalty: 2409.344482
	Iteration 27F: 3 clusters Score -91441.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3139 members 
Mstep: Class 3 contains 6032 members 
Mstep: Class 4 contains 47733 members 
Mstep: Class 6 contains 6399 members 
Mstep: Class 8 contains 77018 members 
Mstep: Class 9 contains 3875 members 
Mstep: Class 11 contains 10209 members 
Mstep: Class 12 contains 4828 members 
Mstep: Class 13 contains 457325 members 
Mstep: Class 14 contains 2725 members 
Mstep: Class 15 contains 11130 members 
Mstep: Class 16 contains 9569 members 
Mstep: Class 17 contains 5328 members 
Mstep: Class 19 contains 7663 members 
Mstep: Class 22 contains 11002 members 
Mstep: Class 23 contains 12773 members 
Mstep: Class 24 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198364.000000 Penalty: 39283.816406
Iteration 199Q: 19 clusters Score -4.219836e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3134 members 
Mstep: Class 3 contains 6031 members 
Mstep: Class 4 contains 47734 members 
Mstep: Class 6 contains 6399 members 
Mstep: Class 8 contains 77018 members 
Mstep: Class 9 contains 3873 members 
Mstep: Class 11 contains 10210 members 
Mstep: Class 12 contains 4829 members 
Mstep: Class 13 contains 457333 members 
Mstep: Class 14 contains 2724 members 
Mstep: Class 15 contains 11126 members 
Mstep: Class 16 contains 9569 members 
Mstep: Class 17 contains 5328 members 
Mstep: Class 19 contains 7664 members 
Mstep: Class 22 contains 11003 members 
Mstep: Class 23 contains 12773 members 
Mstep: Class 24 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198388.000000 Penalty: 39283.816406
Iteration 200F: 19 clusters Score -4.219839e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47733 members 
Mstep: Class 6 contains 6399 members 
Mstep: Class 8 contains 77018 members 
Mstep: Class 9 contains 3871 members 
Mstep: Class 11 contains 10210 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 457342 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11125 members 
Mstep: Class 16 contains 9569 members 
Mstep: Class 17 contains 5328 members 
Mstep: Class 19 contains 7664 members 
Mstep: Class 22 contains 11002 members 
Mstep: Class 23 contains 12773 members 
Mstep: Class 24 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198420.000000 Penalty: 39283.816406
Iteration 201Q: 19 clusters Score -4.219842e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3125 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47734 members 
Mstep: Class 6 contains 6399 members 
Mstep: Class 8 contains 77019 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 11 contains 10210 members 
Mstep: Class 12 contains 4833 members 
Mstep: Class 13 contains 457348 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11122 members 
Mstep: Class 16 contains 9569 members 
Mstep: Class 17 contains 5328 members 
Mstep: Class 19 contains 7664 members 
Mstep: Class 22 contains 11002 members 
Mstep: Class 23 contains 12773 members 
Mstep: Class 24 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198400.000000 Penalty: 39283.816406
Iteration 202Q: 19 clusters Score -4.21984e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3124 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47733 members 
Mstep: Class 6 contains 6398 members 
Mstep: Class 8 contains 77019 members 
Mstep: Class 9 contains 3866 members 
Mstep: Class 11 contains 10210 members 
Mstep: Class 12 contains 4833 members 
Mstep: Class 13 contains 457358 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11121 members 
Mstep: Class 16 contains 9569 members 
Mstep: Class 17 contains 5328 members 
Mstep: Class 19 contains 7664 members 
Mstep: Class 22 contains 10999 members 
Mstep: Class 23 contains 12773 members 
Mstep: Class 24 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198392.000000 Penalty: 39283.816406
Iteration 203Q: 19 clusters Score -4.219839e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3121 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47734 members 
Mstep: Class 6 contains 6396 members 
Mstep: Class 8 contains 77020 members 
Mstep: Class 9 contains 3861 members 
Mstep: Class 11 contains 10210 members 
Mstep: Class 12 contains 4833 members 
Mstep: Class 13 contains 457366 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11122 members 
Mstep: Class 16 contains 9569 members 
Mstep: Class 17 contains 5328 members 
Mstep: Class 19 contains 7664 members 
Mstep: Class 22 contains 10997 members 
Mstep: Class 23 contains 12774 members 
Mstep: Class 24 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198412.000000 Penalty: 39283.816406
Iteration 204Q: 19 clusters Score -4.219841e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3121 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47734 members 
Mstep: Class 6 contains 6397 members 
Mstep: Class 8 contains 77020 members 
Mstep: Class 9 contains 3857 members 
Mstep: Class 11 contains 10210 members 
Mstep: Class 12 contains 4833 members 
Mstep: Class 13 contains 457371 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11122 members 
Mstep: Class 16 contains 9569 members 
Mstep: Class 17 contains 5328 members 
Mstep: Class 19 contains 7664 members 
Mstep: Class 22 contains 10997 members 
Mstep: Class 23 contains 12773 members 
Mstep: Class 24 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198412.000000 Penalty: 39283.816406
Iteration 205Q: 19 clusters Score -4.219841e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3119 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47731 members 
Mstep: Class 6 contains 6394 members 
Mstep: Class 8 contains 77021 members 
Mstep: Class 9 contains 3854 members 
Mstep: Class 11 contains 10210 members 
Mstep: Class 12 contains 4833 members 
Mstep: Class 13 contains 457380 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11122 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5328 members 
Mstep: Class 19 contains 7664 members 
Mstep: Class 22 contains 10997 members 
Mstep: Class 23 contains 12774 members 
Mstep: Class 24 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198428.000000 Penalty: 39283.816406
Iteration 206Q: 19 clusters Score -4.219843e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3118 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47729 members 
Mstep: Class 6 contains 6392 members 
Mstep: Class 8 contains 77021 members 
Mstep: Class 9 contains 3850 members 
Mstep: Class 11 contains 10211 members 
Mstep: Class 12 contains 4833 members 
Mstep: Class 13 contains 457389 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11121 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5328 members 
Mstep: Class 19 contains 7664 members 
Mstep: Class 22 contains 10997 members 
Mstep: Class 23 contains 12774 members 
Mstep: Class 24 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198396.000000 Penalty: 39283.816406
Iteration 207Q: 19 clusters Score -4.21984e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3118 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47723 members 
Mstep: Class 6 contains 6391 members 
Mstep: Class 8 contains 77021 members 
Mstep: Class 9 contains 3847 members 
Mstep: Class 11 contains 10211 members 
Mstep: Class 12 contains 4833 members 
Mstep: Class 13 contains 457399 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11121 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5328 members 
Mstep: Class 19 contains 7664 members 
Mstep: Class 22 contains 10997 members 
Mstep: Class 23 contains 12774 members 
Mstep: Class 24 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198384.000000 Penalty: 39283.816406
Iteration 208Q: 19 clusters Score -4.219838e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47717 members 
Mstep: Class 6 contains 6391 members 
Mstep: Class 8 contains 77021 members 
Mstep: Class 9 contains 3844 members 
Mstep: Class 11 contains 10211 members 
Mstep: Class 12 contains 4833 members 
Mstep: Class 13 contains 457410 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11120 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5328 members 
Mstep: Class 19 contains 7664 members 
Mstep: Class 22 contains 10997 members 
Mstep: Class 23 contains 12774 members 
Mstep: Class 24 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198368.000000 Penalty: 39283.816406
Iteration 209Q: 19 clusters Score -4.219837e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47713 members 
Mstep: Class 6 contains 6391 members 
Mstep: Class 8 contains 77021 members 
Mstep: Class 9 contains 3838 members 
Mstep: Class 11 contains 10212 members 
Mstep: Class 12 contains 4833 members 
Mstep: Class 13 contains 457419 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11120 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5328 members 
Mstep: Class 19 contains 7664 members 
Mstep: Class 22 contains 10997 members 
Mstep: Class 23 contains 12774 members 
Mstep: Class 24 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198356.000000 Penalty: 39283.816406
Iteration 210Q: 19 clusters Score -4.219836e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47709 members 
Mstep: Class 6 contains 6391 members 
Mstep: Class 8 contains 77021 members 
Mstep: Class 9 contains 3823 members 
Mstep: Class 11 contains 10212 members 
Mstep: Class 12 contains 4833 members 
Mstep: Class 13 contains 457437 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11120 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5328 members 
Mstep: Class 19 contains 7665 members 
Mstep: Class 22 contains 10997 members 
Mstep: Class 23 contains 12774 members 
Mstep: Class 24 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198332.000000 Penalty: 39283.816406
Iteration 211Q: 19 clusters Score -4.219833e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47707 members 
Mstep: Class 6 contains 6391 members 
Mstep: Class 8 contains 77021 members 
Mstep: Class 9 contains 3808 members 
Mstep: Class 11 contains 10213 members 
Mstep: Class 12 contains 4834 members 
Mstep: Class 13 contains 457451 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11120 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5328 members 
Mstep: Class 19 contains 7666 members 
Mstep: Class 22 contains 10997 members 
Mstep: Class 23 contains 12774 members 
Mstep: Class 24 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198372.000000 Penalty: 39283.816406
Iteration 212Q: 19 clusters Score -4.219837e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47707 members 
Mstep: Class 6 contains 6391 members 
Mstep: Class 8 contains 77021 members 
Mstep: Class 9 contains 3796 members 
Mstep: Class 11 contains 10212 members 
Mstep: Class 12 contains 4834 members 
Mstep: Class 13 contains 457462 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11120 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5328 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 22 contains 10997 members 
Mstep: Class 23 contains 12774 members 
Mstep: Class 24 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198356.000000 Penalty: 39283.816406
Iteration 213Q: 19 clusters Score -4.219836e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47707 members 
Mstep: Class 6 contains 6390 members 
Mstep: Class 8 contains 77021 members 
Mstep: Class 9 contains 3786 members 
Mstep: Class 11 contains 10212 members 
Mstep: Class 12 contains 4834 members 
Mstep: Class 13 contains 457475 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11118 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5328 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 22 contains 10997 members 
Mstep: Class 23 contains 12774 members 
Mstep: Class 24 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198328.000000 Penalty: 39283.816406
Iteration 214Q: 19 clusters Score -4.219833e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47706 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 8 contains 77021 members 
Mstep: Class 9 contains 3776 members 
Mstep: Class 11 contains 10212 members 
Mstep: Class 12 contains 4834 members 
Mstep: Class 13 contains 457486 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11117 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5328 members 
Mstep: Class 19 contains 7669 members 
Mstep: Class 22 contains 10997 members 
Mstep: Class 23 contains 12775 members 
Mstep: Class 24 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198340.000000 Penalty: 39283.816406
Iteration 215Q: 19 clusters Score -4.219834e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47704 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 8 contains 77021 members 
Mstep: Class 9 contains 3765 members 
Mstep: Class 11 contains 10212 members 
Mstep: Class 12 contains 4835 members 
Mstep: Class 13 contains 457499 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11116 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5328 members 
Mstep: Class 19 contains 7669 members 
Mstep: Class 22 contains 10997 members 
Mstep: Class 23 contains 12775 members 
Mstep: Class 24 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198328.000000 Penalty: 39283.816406
Iteration 216Q: 19 clusters Score -4.219833e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47702 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 8 contains 77021 members 
Mstep: Class 9 contains 3755 members 
Mstep: Class 11 contains 10212 members 
Mstep: Class 12 contains 4835 members 
Mstep: Class 13 contains 457512 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11115 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5328 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 22 contains 10997 members 
Mstep: Class 23 contains 12776 members 
Mstep: Class 24 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198308.000000 Penalty: 39283.816406
Iteration 217Q: 19 clusters Score -4.219831e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47700 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 8 contains 77021 members 
Mstep: Class 9 contains 3747 members 
Mstep: Class 11 contains 10212 members 
Mstep: Class 12 contains 4835 members 
Mstep: Class 13 contains 457523 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11114 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5328 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 22 contains 10997 members 
Mstep: Class 23 contains 12776 members 
Mstep: Class 24 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198296.000000 Penalty: 39283.816406
Iteration 218Q: 19 clusters Score -4.21983e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47699 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 8 contains 77021 members 
Mstep: Class 9 contains 3736 members 
Mstep: Class 11 contains 10212 members 
Mstep: Class 12 contains 4835 members 
Mstep: Class 13 contains 457536 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11112 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5328 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 22 contains 10997 members 
Mstep: Class 23 contains 12777 members 
Mstep: Class 24 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198320.000000 Penalty: 39283.816406
Iteration 219Q: 19 clusters Score -4.219832e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47699 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 8 contains 77021 members 
Mstep: Class 9 contains 3729 members 
Mstep: Class 11 contains 10211 members 
Mstep: Class 12 contains 4835 members 
Mstep: Class 13 contains 457545 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11111 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5328 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 22 contains 10997 members 
Mstep: Class 23 contains 12778 members 
Mstep: Class 24 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198328.000000 Penalty: 39283.816406
Iteration 220F: 19 clusters Score -4.219833e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47699 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 8 contains 77021 members 
Mstep: Class 9 contains 3729 members 
Mstep: Class 11 contains 10211 members 
Mstep: Class 12 contains 4835 members 
Mstep: Class 13 contains 457547 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11108 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5328 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 22 contains 10997 members 
Mstep: Class 23 contains 12779 members 
Mstep: Class 24 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198336.000000 Penalty: 39283.816406
Iteration 221Q: 19 clusters Score -4.219834e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47699 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 8 contains 77022 members 
Mstep: Class 9 contains 3721 members 
Mstep: Class 11 contains 10211 members 
Mstep: Class 12 contains 4835 members 
Mstep: Class 13 contains 457553 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11107 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5329 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 22 contains 10997 members 
Mstep: Class 23 contains 12780 members 
Mstep: Class 24 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198340.000000 Penalty: 39283.816406
Iteration 222Q: 19 clusters Score -4.219834e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47699 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 8 contains 77022 members 
Mstep: Class 9 contains 3714 members 
Mstep: Class 11 contains 10211 members 
Mstep: Class 12 contains 4835 members 
Mstep: Class 13 contains 457559 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11107 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5330 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 22 contains 10997 members 
Mstep: Class 23 contains 12780 members 
Mstep: Class 24 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198332.000000 Penalty: 39283.816406
Iteration 223Q: 19 clusters Score -4.219833e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47699 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 8 contains 77022 members 
Mstep: Class 9 contains 3703 members 
Mstep: Class 11 contains 10211 members 
Mstep: Class 12 contains 4836 members 
Mstep: Class 13 contains 457568 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11107 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5331 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 22 contains 10997 members 
Mstep: Class 23 contains 12780 members 
Mstep: Class 24 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198316.000000 Penalty: 39283.816406
Iteration 224Q: 19 clusters Score -4.219832e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47698 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 8 contains 77022 members 
Mstep: Class 9 contains 3688 members 
Mstep: Class 11 contains 10211 members 
Mstep: Class 12 contains 4835 members 
Mstep: Class 13 contains 457584 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11107 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 22 contains 10997 members 
Mstep: Class 23 contains 12780 members 
Mstep: Class 24 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198336.000000 Penalty: 39283.816406
Iteration 225Q: 19 clusters Score -4.219834e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47698 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 8 contains 77021 members 
Mstep: Class 9 contains 3671 members 
Mstep: Class 11 contains 10211 members 
Mstep: Class 12 contains 4835 members 
Mstep: Class 13 contains 457602 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11106 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 22 contains 10998 members 
Mstep: Class 23 contains 12780 members 
Mstep: Class 24 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198356.000000 Penalty: 39283.816406
Iteration 226Q: 19 clusters Score -4.219836e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47696 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 8 contains 77021 members 
Mstep: Class 9 contains 3657 members 
Mstep: Class 11 contains 10211 members 
Mstep: Class 12 contains 4835 members 
Mstep: Class 13 contains 457617 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11106 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 22 contains 10999 members 
Mstep: Class 23 contains 12780 members 
Mstep: Class 24 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198356.000000 Penalty: 39283.816406
Iteration 227Q: 19 clusters Score -4.219836e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47695 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 8 contains 77021 members 
Mstep: Class 9 contains 3642 members 
Mstep: Class 11 contains 10212 members 
Mstep: Class 12 contains 4836 members 
Mstep: Class 13 contains 457630 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11107 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 22 contains 10999 members 
Mstep: Class 23 contains 12780 members 
Mstep: Class 24 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198348.000000 Penalty: 39283.816406
Iteration 228Q: 19 clusters Score -4.219835e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47691 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 8 contains 77021 members 
Mstep: Class 9 contains 3632 members 
Mstep: Class 11 contains 10214 members 
Mstep: Class 12 contains 4837 members 
Mstep: Class 13 contains 457639 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11106 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 22 contains 11001 members 
Mstep: Class 23 contains 12781 members 
Mstep: Class 24 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198336.000000 Penalty: 39283.816406
Iteration 229Q: 19 clusters Score -4.219834e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47686 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 8 contains 77021 members 
Mstep: Class 9 contains 3626 members 
Mstep: Class 11 contains 10216 members 
Mstep: Class 12 contains 4838 members 
Mstep: Class 13 contains 457647 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11106 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 22 contains 11001 members 
Mstep: Class 23 contains 12781 members 
Mstep: Class 24 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198344.000000 Penalty: 39283.816406
Iteration 230Q: 19 clusters Score -4.219834e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47681 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 8 contains 77021 members 
Mstep: Class 9 contains 3622 members 
Mstep: Class 11 contains 10217 members 
Mstep: Class 12 contains 4839 members 
Mstep: Class 13 contains 457655 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11105 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 22 contains 11001 members 
Mstep: Class 23 contains 12781 members 
Mstep: Class 24 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198360.000000 Penalty: 39283.816406
Iteration 231Q: 19 clusters Score -4.219836e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47678 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 8 contains 77021 members 
Mstep: Class 9 contains 3619 members 
Mstep: Class 11 contains 10217 members 
Mstep: Class 12 contains 4841 members 
Mstep: Class 13 contains 457660 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11104 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 22 contains 11001 members 
Mstep: Class 23 contains 12781 members 
Mstep: Class 24 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198372.000000 Penalty: 39283.816406
Iteration 232Q: 19 clusters Score -4.219837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47677 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 8 contains 77021 members 
Mstep: Class 9 contains 3616 members 
Mstep: Class 11 contains 10217 members 
Mstep: Class 12 contains 4841 members 
Mstep: Class 13 contains 457665 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11103 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 22 contains 11001 members 
Mstep: Class 23 contains 12781 members 
Mstep: Class 24 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198352.000000 Penalty: 39283.816406
Iteration 233Q: 19 clusters Score -4.219835e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47678 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 8 contains 77021 members 
Mstep: Class 9 contains 3610 members 
Mstep: Class 11 contains 10217 members 
Mstep: Class 12 contains 4843 members 
Mstep: Class 13 contains 457668 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11103 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 22 contains 11001 members 
Mstep: Class 23 contains 12781 members 
Mstep: Class 24 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198344.000000 Penalty: 39283.816406
Iteration 234Q: 19 clusters Score -4.219834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47677 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 8 contains 77021 members 
Mstep: Class 9 contains 3609 members 
Mstep: Class 11 contains 10217 members 
Mstep: Class 12 contains 4843 members 
Mstep: Class 13 contains 457670 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11103 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 22 contains 11001 members 
Mstep: Class 23 contains 12781 members 
Mstep: Class 24 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198360.000000 Penalty: 39283.816406
Iteration 235Q: 19 clusters Score -4.219836e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47677 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 8 contains 77021 members 
Mstep: Class 9 contains 3604 members 
Mstep: Class 11 contains 10217 members 
Mstep: Class 12 contains 4844 members 
Mstep: Class 13 contains 457674 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11103 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 22 contains 11001 members 
Mstep: Class 23 contains 12781 members 
Mstep: Class 24 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198336.000000 Penalty: 39283.816406
Iteration 236Q: 19 clusters Score -4.219834e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47676 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 8 contains 77021 members 
Mstep: Class 9 contains 3595 members 
Mstep: Class 11 contains 10217 members 
Mstep: Class 12 contains 4844 members 
Mstep: Class 13 contains 457684 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11103 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 22 contains 11001 members 
Mstep: Class 23 contains 12781 members 
Mstep: Class 24 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198324.000000 Penalty: 39283.816406
Iteration 237Q: 19 clusters Score -4.219832e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47674 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 8 contains 77020 members 
Mstep: Class 9 contains 3594 members 
Mstep: Class 11 contains 10217 members 
Mstep: Class 12 contains 4843 members 
Mstep: Class 13 contains 457689 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11103 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 22 contains 11001 members 
Mstep: Class 23 contains 12781 members 
Mstep: Class 24 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198336.000000 Penalty: 39283.816406
Iteration 238Q: 19 clusters Score -4.219834e+07 nChanged 7
Entering ConstructFrom: 
Score: -42198336.000000 Penalty: 39283.816406
Entering ConstructFrom: 
Trying to split cluster 1 (1940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Entering Unmasked Estep 
Score: -120672.976562 Penalty: 1230.197021
	Iteration 0F: 2 clusters Score -120673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -118633.484375 Penalty: 2460.394043
	Iteration 0F: 3 clusters Score -118633.5 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -119051.210938 Penalty: 2460.394043
	Iteration 1F: 3 clusters Score -119051.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -119163.031250 Penalty: 2460.394043
	Iteration 2F: 3 clusters Score -119163 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -119226.828125 Penalty: 2460.394043
	Iteration 3Q: 3 clusters Score -119226.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -119264.789062 Penalty: 2460.394043
	Iteration 4Q: 3 clusters Score -119264.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -119294.015625 Penalty: 2460.394043
	Iteration 5Q: 3 clusters Score -119294 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -119318.921875 Penalty: 2460.394043
	Iteration 6Q: 3 clusters Score -119318.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -119345.507812 Penalty: 2460.394043
	Iteration 7Q: 3 clusters Score -119345.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -119374.953125 Penalty: 2460.394043
	Iteration 8Q: 3 clusters Score -119375 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -119400.109375 Penalty: 2460.394043
	Iteration 9Q: 3 clusters Score -119400.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -119421.937500 Penalty: 2460.394043
	Iteration 10Q: 3 clusters Score -119421.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -119437.453125 Penalty: 2460.394043
	Iteration 11Q: 3 clusters Score -119437.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -119452.914062 Penalty: 2460.394043
	Iteration 12Q: 3 clusters Score -119452.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -119468.828125 Penalty: 2460.394043
	Iteration 13Q: 3 clusters Score -119468.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -119482.601562 Penalty: 2460.394043
	Iteration 14Q: 3 clusters Score -119482.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -119499.015625 Penalty: 2460.394043
	Iteration 15Q: 3 clusters Score -119499 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -119509.429688 Penalty: 2460.394043
	Iteration 16Q: 3 clusters Score -119509.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -119517.992188 Penalty: 2460.394043
	Iteration 17Q: 3 clusters Score -119518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -119522.921875 Penalty: 2460.394043
	Iteration 18Q: 3 clusters Score -119522.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -119526.070312 Penalty: 2460.394043
	Iteration 19Q: 3 clusters Score -119526.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -119532.695312 Penalty: 2460.394043
	Iteration 20F: 3 clusters Score -119532.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -119538.429688 Penalty: 2460.394043
	Iteration 21Q: 3 clusters Score -119538.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -119542.335938 Penalty: 2460.394043
	Iteration 22Q: 3 clusters Score -119542.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -119544.773438 Penalty: 2460.394043
	Iteration 23Q: 3 clusters Score -119544.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -119546.804688 Penalty: 2460.394043
	Iteration 24Q: 3 clusters Score -119546.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -119549.843750 Penalty: 2460.394043
	Iteration 25Q: 3 clusters Score -119549.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -119551.875000 Penalty: 2460.394043
	Iteration 26Q: 3 clusters Score -119551.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -119553.273438 Penalty: 2460.394043
	Iteration 27Q: 3 clusters Score -119553.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -119554.000000 Penalty: 2460.394043
	Iteration 28Q: 3 clusters Score -119554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -119556.335938 Penalty: 2460.394043
	Iteration 29Q: 3 clusters Score -119556.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -119557.140625 Penalty: 2460.394043
	Iteration 30Q: 3 clusters Score -119557.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -119557.546875 Penalty: 2460.394043
	Iteration 31Q: 3 clusters Score -119557.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -119557.546875 Penalty: 2460.394043
	Iteration 32F: 3 clusters Score -119557.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Entering Unmasked Estep 
Score: -194857.140625 Penalty: 1307.251709
	Iteration 0F: 2 clusters Score -194857.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -192082.250000 Penalty: 2614.503418
	Iteration 0F: 3 clusters Score -192082.2 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -192789.937500 Penalty: 2614.503418
	Iteration 1F: 3 clusters Score -192789.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -192966.328125 Penalty: 2614.503418
	Iteration 2F: 3 clusters Score -192966.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -193087.093750 Penalty: 2614.503418
	Iteration 3F: 3 clusters Score -193087.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -193167.312500 Penalty: 2614.503418
	Iteration 4Q: 3 clusters Score -193167.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -193210.187500 Penalty: 2614.503418
	Iteration 5Q: 3 clusters Score -193210.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -193253.796875 Penalty: 2614.503418
	Iteration 6Q: 3 clusters Score -193253.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -193291.703125 Penalty: 2614.503418
	Iteration 7Q: 3 clusters Score -193291.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -193325.421875 Penalty: 2614.503418
	Iteration 8Q: 3 clusters Score -193325.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -193363.734375 Penalty: 2614.503418
	Iteration 9Q: 3 clusters Score -193363.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -193402.437500 Penalty: 2614.503418
	Iteration 10Q: 3 clusters Score -193402.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -193429.828125 Penalty: 2614.503418
	Iteration 11Q: 3 clusters Score -193429.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -193462.125000 Penalty: 2614.503418
	Iteration 12Q: 3 clusters Score -193462.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -193495.937500 Penalty: 2614.503418
	Iteration 13Q: 3 clusters Score -193495.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -193514.593750 Penalty: 2614.503418
	Iteration 14Q: 3 clusters Score -193514.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -193526.718750 Penalty: 2614.503418
	Iteration 15Q: 3 clusters Score -193526.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -193541.765625 Penalty: 2614.503418
	Iteration 16Q: 3 clusters Score -193541.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -193553.015625 Penalty: 2614.503418
	Iteration 17Q: 3 clusters Score -193553 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -193571.640625 Penalty: 2614.503418
	Iteration 18Q: 3 clusters Score -193571.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -193585.453125 Penalty: 2614.503418
	Iteration 19Q: 3 clusters Score -193585.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -193596.796875 Penalty: 2614.503418
	Iteration 20F: 3 clusters Score -193596.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -193610.125000 Penalty: 2614.503418
	Iteration 21Q: 3 clusters Score -193610.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -193624.390625 Penalty: 2614.503418
	Iteration 22Q: 3 clusters Score -193624.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -193634.500000 Penalty: 2614.503418
	Iteration 23Q: 3 clusters Score -193634.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -193644.218750 Penalty: 2614.503418
	Iteration 24Q: 3 clusters Score -193644.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -193652.062500 Penalty: 2614.503418
	Iteration 25Q: 3 clusters Score -193652.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -193655.859375 Penalty: 2614.503418
	Iteration 26Q: 3 clusters Score -193655.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -193660.796875 Penalty: 2614.503418
	Iteration 27Q: 3 clusters Score -193660.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -193666.015625 Penalty: 2614.503418
	Iteration 28Q: 3 clusters Score -193666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -193668.828125 Penalty: 2614.503418
	Iteration 29Q: 3 clusters Score -193668.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -193671.015625 Penalty: 2614.503418
	Iteration 30Q: 3 clusters Score -193671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -193673.640625 Penalty: 2614.503418
	Iteration 31Q: 3 clusters Score -193673.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -193673.796875 Penalty: 2614.503418
	Iteration 32Q: 3 clusters Score -193673.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -193674.796875 Penalty: 2614.503418
	Iteration 33Q: 3 clusters Score -193674.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -193675.406250 Penalty: 2614.503418
	Iteration 34Q: 3 clusters Score -193675.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -193675.812500 Penalty: 2614.503418
	Iteration 35Q: 3 clusters Score -193675.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -193676.156250 Penalty: 2614.503418
	Iteration 36Q: 3 clusters Score -193676.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -193676.156250 Penalty: 2614.503418
	Iteration 37F: 3 clusters Score -193676.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Entering Unmasked Estep 
Score: -397744.000000 Penalty: 1414.481567
	Iteration 0F: 2 clusters Score -397744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -393098.250000 Penalty: 2828.963135
	Iteration 0F: 3 clusters Score -393098.2 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -394494.312500 Penalty: 2828.963135
	Iteration 1F: 3 clusters Score -394494.3 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -394797.343750 Penalty: 2828.963135
	Iteration 2F: 3 clusters Score -394797.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -395054.937500 Penalty: 2828.963135
	Iteration 3F: 3 clusters Score -395054.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -395285.875000 Penalty: 2828.963135
	Iteration 4F: 3 clusters Score -395285.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -395476.718750 Penalty: 2828.963135
	Iteration 5F: 3 clusters Score -395476.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -395674.218750 Penalty: 2828.963135
	Iteration 6Q: 3 clusters Score -395674.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -395898.750000 Penalty: 2828.963135
	Iteration 7Q: 3 clusters Score -395898.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -396105.812500 Penalty: 2828.963135
	Iteration 8Q: 3 clusters Score -396105.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -396277.187500 Penalty: 2828.963135
	Iteration 9Q: 3 clusters Score -396277.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -396381.468750 Penalty: 2828.963135
	Iteration 10Q: 3 clusters Score -396381.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -396447.062500 Penalty: 2828.963135
	Iteration 11Q: 3 clusters Score -396447.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -396487.468750 Penalty: 2828.963135
	Iteration 12Q: 3 clusters Score -396487.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -396509.062500 Penalty: 2828.963135
	Iteration 13Q: 3 clusters Score -396509.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -396521.437500 Penalty: 2828.963135
	Iteration 14Q: 3 clusters Score -396521.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -396534.187500 Penalty: 2828.963135
	Iteration 15Q: 3 clusters Score -396534.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -396543.468750 Penalty: 2828.963135
	Iteration 16Q: 3 clusters Score -396543.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -396549.531250 Penalty: 2828.963135
	Iteration 17Q: 3 clusters Score -396549.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -396552.937500 Penalty: 2828.963135
	Iteration 18Q: 3 clusters Score -396552.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -396556.218750 Penalty: 2828.963135
	Iteration 19Q: 3 clusters Score -396556.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -396559.906250 Penalty: 2828.963135
	Iteration 20F: 3 clusters Score -396559.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -396563.593750 Penalty: 2828.963135
	Iteration 21Q: 3 clusters Score -396563.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -396564.062500 Penalty: 2828.963135
	Iteration 22Q: 3 clusters Score -396564.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -396565.031250 Penalty: 2828.963135
	Iteration 23Q: 3 clusters Score -396565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -396565.906250 Penalty: 2828.963135
	Iteration 24Q: 3 clusters Score -396565.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -396565.812500 Penalty: 2828.963135
	Iteration 25Q: 3 clusters Score -396565.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -396565.812500 Penalty: 2828.963135
	Iteration 26F: 3 clusters Score -396565.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47673 members 
Entering Unmasked Estep 
Score: -3084716.500000 Penalty: 1750.469604
	Iteration 0F: 2 clusters Score -3084716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -3052813.500000 Penalty: 3500.939209
	Iteration 0F: 3 clusters Score -3052814 nChanged 22282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -3065450.500000 Penalty: 3500.939209
	Iteration 1F: 3 clusters Score -3065450 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -3066144.500000 Penalty: 3500.939209
	Iteration 2Q: 3 clusters Score -3066144 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -3067075.750000 Penalty: 3500.939209
	Iteration 3Q: 3 clusters Score -3067076 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -3068472.500000 Penalty: 3500.939209
	Iteration 4F: 3 clusters Score -3068472 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -3070660.750000 Penalty: 3500.939209
	Iteration 5F: 3 clusters Score -3070661 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -3073628.250000 Penalty: 3500.939209
	Iteration 6F: 3 clusters Score -3073628 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -3076402.250000 Penalty: 3500.939209
	Iteration 7F: 3 clusters Score -3076402 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -3078259.750000 Penalty: 3500.939209
	Iteration 8F: 3 clusters Score -3078260 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -3079144.000000 Penalty: 3500.939209
	Iteration 9Q: 3 clusters Score -3079144 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -3079516.750000 Penalty: 3500.939209
	Iteration 10Q: 3 clusters Score -3079517 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -3079763.250000 Penalty: 3500.939209
	Iteration 11Q: 3 clusters Score -3079763 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -3079969.750000 Penalty: 3500.939209
	Iteration 12Q: 3 clusters Score -3079970 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
Score: -3080199.500000 Penalty: 3500.939209
	Iteration 13Q: 3 clusters Score -3080200 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -3080428.500000 Penalty: 3500.939209
	Iteration 14Q: 3 clusters Score -3080428 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -3080641.000000 Penalty: 3500.939209
	Iteration 15Q: 3 clusters Score -3080641 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -3080836.500000 Penalty: 3500.939209
	Iteration 16Q: 3 clusters Score -3080836 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -3081021.750000 Penalty: 3500.939209
	Iteration 17Q: 3 clusters Score -3081022 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -3081204.750000 Penalty: 3500.939209
	Iteration 18Q: 3 clusters Score -3081205 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -3081362.750000 Penalty: 3500.939209
	Iteration 19Q: 3 clusters Score -3081363 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -3081522.750000 Penalty: 3500.939209
	Iteration 20F: 3 clusters Score -3081523 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -3081616.250000 Penalty: 3500.939209
	Iteration 21Q: 3 clusters Score -3081616 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -3081729.000000 Penalty: 3500.939209
	Iteration 22Q: 3 clusters Score -3081729 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -3081834.250000 Penalty: 3500.939209
	Iteration 23Q: 3 clusters Score -3081834 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -3081923.750000 Penalty: 3500.939209
	Iteration 24Q: 3 clusters Score -3081924 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -3082029.250000 Penalty: 3500.939209
	Iteration 25Q: 3 clusters Score -3082029 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -3082138.250000 Penalty: 3500.939209
	Iteration 26Q: 3 clusters Score -3082138 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -3082222.750000 Penalty: 3500.939209
	Iteration 27Q: 3 clusters Score -3082223 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -3082362.000000 Penalty: 3500.939209
	Iteration 28Q: 3 clusters Score -3082362 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -3082498.500000 Penalty: 3500.939209
	Iteration 29Q: 3 clusters Score -3082498 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -3082604.500000 Penalty: 3500.939209
	Iteration 30Q: 3 clusters Score -3082604 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -3082726.750000 Penalty: 3500.939209
	Iteration 31Q: 3 clusters Score -3082727 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 42510 members 
Entering Unmasked Estep 
Score: -3082891.750000 Penalty: 3500.939209
	Iteration 32Q: 3 clusters Score -3082892 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 42809 members 
Entering Unmasked Estep 
Score: -3083131.500000 Penalty: 3500.939209
	Iteration 33Q: 3 clusters Score -3083132 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 43081 members 
Entering Unmasked Estep 
Score: -3083431.000000 Penalty: 3500.939209
	Iteration 34Q: 3 clusters Score -3083431 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -3083719.250000 Penalty: 3500.939209
	Iteration 35Q: 3 clusters Score -3083719 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -3083946.250000 Penalty: 3500.939209
	Iteration 36Q: 3 clusters Score -3083946 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -3084048.750000 Penalty: 3500.939209
	Iteration 37Q: 3 clusters Score -3084049 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -3084112.000000 Penalty: 3500.939209
	Iteration 38Q: 3 clusters Score -3084112 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -3084130.000000 Penalty: 3500.939209
	Iteration 39Q: 3 clusters Score -3084130 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -3084152.750000 Penalty: 3500.939209
	Iteration 40F: 3 clusters Score -3084153 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -3084170.500000 Penalty: 3500.939209
	Iteration 41Q: 3 clusters Score -3084170 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 43960 members 
Entering Unmasked Estep 
Score: -3084171.500000 Penalty: 3500.939209
	Iteration 42Q: 3 clusters Score -3084172 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 43998 members 
Entering Unmasked Estep 
Score: -3084177.750000 Penalty: 3500.939209
	Iteration 43Q: 3 clusters Score -3084178 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
Score: -3084185.750000 Penalty: 3500.939209
	Iteration 44Q: 3 clusters Score -3084186 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 44042 members 
Entering Unmasked Estep 
Score: -3084187.750000 Penalty: 3500.939209
	Iteration 45Q: 3 clusters Score -3084188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -3084192.000000 Penalty: 3500.939209
	Iteration 46Q: 3 clusters Score -3084192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 44068 members 
Entering Unmasked Estep 
Score: -3084186.000000 Penalty: 3500.939209
	Iteration 47Q: 3 clusters Score -3084186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 44078 members 
Entering Unmasked Estep 
Score: -3084190.000000 Penalty: 3500.939209
	Iteration 48Q: 3 clusters Score -3084190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 44087 members 
Entering Unmasked Estep 
Score: -3084200.000000 Penalty: 3500.939209
	Iteration 49Q: 3 clusters Score -3084200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 44091 members 
Entering Unmasked Estep 
Score: -3084198.000000 Penalty: 3500.939209
	Iteration 50Q: 3 clusters Score -3084198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 44099 members 
Entering Unmasked Estep 
Score: -3084195.250000 Penalty: 3500.939209
	Iteration 51Q: 3 clusters Score -3084195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 44104 members 
Entering Unmasked Estep 
Score: -3084198.500000 Penalty: 3500.939209
	Iteration 52Q: 3 clusters Score -3084198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 44114 members 
Entering Unmasked Estep 
Score: -3084191.250000 Penalty: 3500.939209
	Iteration 53Q: 3 clusters Score -3084191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -3084196.000000 Penalty: 3500.939209
	Iteration 54Q: 3 clusters Score -3084196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -3084194.500000 Penalty: 3500.939209
	Iteration 55Q: 3 clusters Score -3084194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -3084194.750000 Penalty: 3500.939209
	Iteration 56Q: 3 clusters Score -3084195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 44136 members 
Entering Unmasked Estep 
Score: -3084195.500000 Penalty: 3500.939209
	Iteration 57Q: 3 clusters Score -3084196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 44137 members 
Entering Unmasked Estep 
Score: -3084196.500000 Penalty: 3500.939209
	Iteration 58Q: 3 clusters Score -3084196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 44138 members 
Entering Unmasked Estep 
Score: -3084198.500000 Penalty: 3500.939209
	Iteration 59Q: 3 clusters Score -3084198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -3084199.000000 Penalty: 3500.939209
	Iteration 60F: 3 clusters Score -3084199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -3084195.000000 Penalty: 3500.939209
	Iteration 61Q: 3 clusters Score -3084195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -3084195.000000 Penalty: 3500.939209
	Iteration 62F: 3 clusters Score -3084195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Entering Unmasked Estep 
Score: -349862.875000 Penalty: 1423.879150
	Iteration 0F: 2 clusters Score -349862.9 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 3247 members 
Entering Unmasked Estep 
Score: -345045.062500 Penalty: 2847.758301
	Iteration 0F: 3 clusters Score -345045.1 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -346700.156250 Penalty: 2847.758301
	Iteration 1F: 3 clusters Score -346700.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -347088.406250 Penalty: 2847.758301
	Iteration 2F: 3 clusters Score -347088.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -347433.062500 Penalty: 2847.758301
	Iteration 3F: 3 clusters Score -347433.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -347717.250000 Penalty: 2847.758301
	Iteration 4F: 3 clusters Score -347717.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -347949.218750 Penalty: 2847.758301
	Iteration 5F: 3 clusters Score -347949.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -348104.781250 Penalty: 2847.758301
	Iteration 6Q: 3 clusters Score -348104.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -348229.593750 Penalty: 2847.758301
	Iteration 7Q: 3 clusters Score -348229.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -348300.312500 Penalty: 2847.758301
	Iteration 8Q: 3 clusters Score -348300.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -348347.218750 Penalty: 2847.758301
	Iteration 9Q: 3 clusters Score -348347.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -348386.062500 Penalty: 2847.758301
	Iteration 10Q: 3 clusters Score -348386.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -348420.031250 Penalty: 2847.758301
	Iteration 11Q: 3 clusters Score -348420 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -348450.968750 Penalty: 2847.758301
	Iteration 12Q: 3 clusters Score -348451 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -348488.312500 Penalty: 2847.758301
	Iteration 13Q: 3 clusters Score -348488.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -348520.656250 Penalty: 2847.758301
	Iteration 14Q: 3 clusters Score -348520.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -348554.312500 Penalty: 2847.758301
	Iteration 15Q: 3 clusters Score -348554.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -348581.906250 Penalty: 2847.758301
	Iteration 16Q: 3 clusters Score -348581.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -348611.000000 Penalty: 2847.758301
	Iteration 17Q: 3 clusters Score -348611 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -348632.187500 Penalty: 2847.758301
	Iteration 18Q: 3 clusters Score -348632.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -348655.406250 Penalty: 2847.758301
	Iteration 19Q: 3 clusters Score -348655.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -348680.281250 Penalty: 2847.758301
	Iteration 20F: 3 clusters Score -348680.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -348707.656250 Penalty: 2847.758301
	Iteration 21Q: 3 clusters Score -348707.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -348739.000000 Penalty: 2847.758301
	Iteration 22Q: 3 clusters Score -348739 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -348765.937500 Penalty: 2847.758301
	Iteration 23Q: 3 clusters Score -348765.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -348795.906250 Penalty: 2847.758301
	Iteration 24Q: 3 clusters Score -348795.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -348824.375000 Penalty: 2847.758301
	Iteration 25Q: 3 clusters Score -348824.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -348858.593750 Penalty: 2847.758301
	Iteration 26Q: 3 clusters Score -348858.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -348885.875000 Penalty: 2847.758301
	Iteration 27Q: 3 clusters Score -348885.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -348907.250000 Penalty: 2847.758301
	Iteration 28Q: 3 clusters Score -348907.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -348923.843750 Penalty: 2847.758301
	Iteration 29Q: 3 clusters Score -348923.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -348939.500000 Penalty: 2847.758301
	Iteration 30Q: 3 clusters Score -348939.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -348962.312500 Penalty: 2847.758301
	Iteration 31Q: 3 clusters Score -348962.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -348981.531250 Penalty: 2847.758301
	Iteration 32Q: 3 clusters Score -348981.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -349000.000000 Penalty: 2847.758301
	Iteration 33Q: 3 clusters Score -349000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -349025.000000 Penalty: 2847.758301
	Iteration 34Q: 3 clusters Score -349025 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -349041.750000 Penalty: 2847.758301
	Iteration 35Q: 3 clusters Score -349041.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -349053.468750 Penalty: 2847.758301
	Iteration 36Q: 3 clusters Score -349053.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -349060.187500 Penalty: 2847.758301
	Iteration 37Q: 3 clusters Score -349060.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -349063.031250 Penalty: 2847.758301
	Iteration 38Q: 3 clusters Score -349063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -349065.187500 Penalty: 2847.758301
	Iteration 39Q: 3 clusters Score -349065.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -349067.406250 Penalty: 2847.758301
	Iteration 40F: 3 clusters Score -349067.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -349067.812500 Penalty: 2847.758301
	Iteration 41Q: 3 clusters Score -349067.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -349068.343750 Penalty: 2847.758301
	Iteration 42Q: 3 clusters Score -349068.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -349068.343750 Penalty: 2847.758301
	Iteration 43Q: 3 clusters Score -349068.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -349069.031250 Penalty: 2847.758301
	Iteration 44Q: 3 clusters Score -349069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -349069.937500 Penalty: 2847.758301
	Iteration 45Q: 3 clusters Score -349069.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -349071.968750 Penalty: 2847.758301
	Iteration 46Q: 3 clusters Score -349072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -349073.156250 Penalty: 2847.758301
	Iteration 47Q: 3 clusters Score -349073.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -349075.531250 Penalty: 2847.758301
	Iteration 48Q: 3 clusters Score -349075.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -349077.156250 Penalty: 2847.758301
	Iteration 49Q: 3 clusters Score -349077.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -349078.656250 Penalty: 2847.758301
	Iteration 50Q: 3 clusters Score -349078.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -349080.218750 Penalty: 2847.758301
	Iteration 51Q: 3 clusters Score -349080.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -349080.468750 Penalty: 2847.758301
	Iteration 52Q: 3 clusters Score -349080.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -349081.906250 Penalty: 2847.758301
	Iteration 53Q: 3 clusters Score -349081.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -349083.343750 Penalty: 2847.758301
	Iteration 54Q: 3 clusters Score -349083.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -349084.343750 Penalty: 2847.758301
	Iteration 55Q: 3 clusters Score -349084.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -349084.906250 Penalty: 2847.758301
	Iteration 56Q: 3 clusters Score -349084.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -349086.843750 Penalty: 2847.758301
	Iteration 57Q: 3 clusters Score -349086.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -349090.406250 Penalty: 2847.758301
	Iteration 58Q: 3 clusters Score -349090.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -349092.468750 Penalty: 2847.758301
	Iteration 59Q: 3 clusters Score -349092.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -349094.687500 Penalty: 2847.758301
	Iteration 60F: 3 clusters Score -349094.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -349097.031250 Penalty: 2847.758301
	Iteration 61Q: 3 clusters Score -349097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -349096.781250 Penalty: 2847.758301
	Iteration 62Q: 3 clusters Score -349096.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -349099.000000 Penalty: 2847.758301
	Iteration 63Q: 3 clusters Score -349099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -349098.906250 Penalty: 2847.758301
	Iteration 64Q: 3 clusters Score -349098.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -349100.343750 Penalty: 2847.758301
	Iteration 65Q: 3 clusters Score -349100.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -349099.843750 Penalty: 2847.758301
	Iteration 66Q: 3 clusters Score -349099.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -349100.625000 Penalty: 2847.758301
	Iteration 67Q: 3 clusters Score -349100.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -349100.625000 Penalty: 2847.758301
	Iteration 68F: 3 clusters Score -349100.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (77020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77020 members 
Entering Unmasked Estep 
Score: -4837023.500000 Penalty: 1828.420898
	Iteration 0F: 2 clusters Score -4837024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -4785569.500000 Penalty: 3656.841797
	Iteration 0F: 3 clusters Score -4785570 nChanged 36572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44725 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -4807796.000000 Penalty: 3656.841797
	Iteration 1F: 3 clusters Score -4807796 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48719 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -4810252.500000 Penalty: 3656.841797
	Iteration 2F: 3 clusters Score -4810252 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -4814445.500000 Penalty: 3656.841797
	Iteration 3F: 3 clusters Score -4814446 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60970 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -4820453.500000 Penalty: 3656.841797
	Iteration 4F: 3 clusters Score -4820454 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67252 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -4826433.000000 Penalty: 3656.841797
	Iteration 5F: 3 clusters Score -4826433 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71759 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -4830659.000000 Penalty: 3656.841797
	Iteration 6F: 3 clusters Score -4830659 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74396 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -4833034.000000 Penalty: 3656.841797
	Iteration 7Q: 3 clusters Score -4833034 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75817 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -4834324.500000 Penalty: 3656.841797
	Iteration 8Q: 3 clusters Score -4834324 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76451 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4834894.500000 Penalty: 3656.841797
	Iteration 9Q: 3 clusters Score -4834894 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76693 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4835148.500000 Penalty: 3656.841797
	Iteration 10Q: 3 clusters Score -4835148 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76771 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4835260.500000 Penalty: 3656.841797
	Iteration 11Q: 3 clusters Score -4835260 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76814 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4835318.000000 Penalty: 3656.841797
	Iteration 12Q: 3 clusters Score -4835318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76829 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -4835337.000000 Penalty: 3656.841797
	Iteration 13Q: 3 clusters Score -4835337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76834 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -4835344.000000 Penalty: 3656.841797
	Iteration 14Q: 3 clusters Score -4835344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76837 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -4835352.500000 Penalty: 3656.841797
	Iteration 15Q: 3 clusters Score -4835352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76840 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -4835358.000000 Penalty: 3656.841797
	Iteration 16Q: 3 clusters Score -4835358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76841 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -4835362.000000 Penalty: 3656.841797
	Iteration 17Q: 3 clusters Score -4835362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76840 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -4835367.500000 Penalty: 3656.841797
	Iteration 18Q: 3 clusters Score -4835368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76840 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -4835367.500000 Penalty: 3656.841797
	Iteration 19F: 3 clusters Score -4835368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Entering Unmasked Estep 
Score: -241360.187500 Penalty: 1330.209961
	Iteration 0F: 2 clusters Score -241360.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -238282.203125 Penalty: 2660.419922
	Iteration 0F: 3 clusters Score -238282.2 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -239085.531250 Penalty: 2660.419922
	Iteration 1F: 3 clusters Score -239085.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -239234.062500 Penalty: 2660.419922
	Iteration 2F: 3 clusters Score -239234.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -239321.953125 Penalty: 2660.419922
	Iteration 3F: 3 clusters Score -239322 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -239376.125000 Penalty: 2660.419922
	Iteration 4Q: 3 clusters Score -239376.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -239422.437500 Penalty: 2660.419922
	Iteration 5Q: 3 clusters Score -239422.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -239461.843750 Penalty: 2660.419922
	Iteration 6Q: 3 clusters Score -239461.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -239501.859375 Penalty: 2660.419922
	Iteration 7Q: 3 clusters Score -239501.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -239547.578125 Penalty: 2660.419922
	Iteration 8Q: 3 clusters Score -239547.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -239581.671875 Penalty: 2660.419922
	Iteration 9Q: 3 clusters Score -239581.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -239611.625000 Penalty: 2660.419922
	Iteration 10Q: 3 clusters Score -239611.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -239641.781250 Penalty: 2660.419922
	Iteration 11Q: 3 clusters Score -239641.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -239669.812500 Penalty: 2660.419922
	Iteration 12Q: 3 clusters Score -239669.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -239700.437500 Penalty: 2660.419922
	Iteration 13Q: 3 clusters Score -239700.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -239734.421875 Penalty: 2660.419922
	Iteration 14Q: 3 clusters Score -239734.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -239772.375000 Penalty: 2660.419922
	Iteration 15Q: 3 clusters Score -239772.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -239812.343750 Penalty: 2660.419922
	Iteration 16Q: 3 clusters Score -239812.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -239853.703125 Penalty: 2660.419922
	Iteration 17Q: 3 clusters Score -239853.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -239898.234375 Penalty: 2660.419922
	Iteration 18Q: 3 clusters Score -239898.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -239923.734375 Penalty: 2660.419922
	Iteration 19Q: 3 clusters Score -239923.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -239946.359375 Penalty: 2660.419922
	Iteration 20F: 3 clusters Score -239946.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -239975.312500 Penalty: 2660.419922
	Iteration 21Q: 3 clusters Score -239975.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -240002.312500 Penalty: 2660.419922
	Iteration 22Q: 3 clusters Score -240002.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -240027.500000 Penalty: 2660.419922
	Iteration 23Q: 3 clusters Score -240027.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -240054.578125 Penalty: 2660.419922
	Iteration 24Q: 3 clusters Score -240054.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -240070.375000 Penalty: 2660.419922
	Iteration 25Q: 3 clusters Score -240070.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -240088.125000 Penalty: 2660.419922
	Iteration 26Q: 3 clusters Score -240088.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -240096.843750 Penalty: 2660.419922
	Iteration 27Q: 3 clusters Score -240096.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -240108.453125 Penalty: 2660.419922
	Iteration 28Q: 3 clusters Score -240108.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -240118.453125 Penalty: 2660.419922
	Iteration 29Q: 3 clusters Score -240118.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -240127.031250 Penalty: 2660.419922
	Iteration 30Q: 3 clusters Score -240127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -240131.593750 Penalty: 2660.419922
	Iteration 31Q: 3 clusters Score -240131.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -240134.546875 Penalty: 2660.419922
	Iteration 32Q: 3 clusters Score -240134.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -240139.125000 Penalty: 2660.419922
	Iteration 33Q: 3 clusters Score -240139.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -240140.281250 Penalty: 2660.419922
	Iteration 34Q: 3 clusters Score -240140.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -240141.937500 Penalty: 2660.419922
	Iteration 35Q: 3 clusters Score -240141.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -240142.375000 Penalty: 2660.419922
	Iteration 36Q: 3 clusters Score -240142.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -240142.375000 Penalty: 2660.419922
	Iteration 37F: 3 clusters Score -240142.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Entering Unmasked Estep 
Score: -670122.625000 Penalty: 1500.168945
	Iteration 0F: 2 clusters Score -670122.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -662861.375000 Penalty: 3000.337891
	Iteration 0F: 3 clusters Score -662861.4 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -665176.750000 Penalty: 3000.337891
	Iteration 1F: 3 clusters Score -665176.8 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -665372.062500 Penalty: 3000.337891
	Iteration 2F: 3 clusters Score -665372.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -665512.875000 Penalty: 3000.337891
	Iteration 3Q: 3 clusters Score -665512.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -665638.500000 Penalty: 3000.337891
	Iteration 4Q: 3 clusters Score -665638.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -665774.250000 Penalty: 3000.337891
	Iteration 5Q: 3 clusters Score -665774.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -665916.250000 Penalty: 3000.337891
	Iteration 6Q: 3 clusters Score -665916.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -666095.062500 Penalty: 3000.337891
	Iteration 7Q: 3 clusters Score -666095.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -666299.812500 Penalty: 3000.337891
	Iteration 8Q: 3 clusters Score -666299.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -666561.625000 Penalty: 3000.337891
	Iteration 9Q: 3 clusters Score -666561.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -666881.500000 Penalty: 3000.337891
	Iteration 10Q: 3 clusters Score -666881.5 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -667284.562500 Penalty: 3000.337891
	Iteration 11F: 3 clusters Score -667284.6 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -667775.000000 Penalty: 3000.337891
	Iteration 12F: 3 clusters Score -667775 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -668237.625000 Penalty: 3000.337891
	Iteration 13F: 3 clusters Score -668237.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -668499.250000 Penalty: 3000.337891
	Iteration 14Q: 3 clusters Score -668499.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -668601.687500 Penalty: 3000.337891
	Iteration 15Q: 3 clusters Score -668601.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -668658.062500 Penalty: 3000.337891
	Iteration 16Q: 3 clusters Score -668658.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -668698.937500 Penalty: 3000.337891
	Iteration 17Q: 3 clusters Score -668698.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -668723.812500 Penalty: 3000.337891
	Iteration 18Q: 3 clusters Score -668723.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -668738.562500 Penalty: 3000.337891
	Iteration 19Q: 3 clusters Score -668738.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -668754.125000 Penalty: 3000.337891
	Iteration 20F: 3 clusters Score -668754.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -668764.000000 Penalty: 3000.337891
	Iteration 21Q: 3 clusters Score -668764 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -668768.187500 Penalty: 3000.337891
	Iteration 22Q: 3 clusters Score -668768.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -668773.000000 Penalty: 3000.337891
	Iteration 23Q: 3 clusters Score -668773 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -668778.062500 Penalty: 3000.337891
	Iteration 24Q: 3 clusters Score -668778.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -668781.750000 Penalty: 3000.337891
	Iteration 25Q: 3 clusters Score -668781.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -668785.875000 Penalty: 3000.337891
	Iteration 26Q: 3 clusters Score -668785.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -668788.250000 Penalty: 3000.337891
	Iteration 27Q: 3 clusters Score -668788.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -668791.062500 Penalty: 3000.337891
	Iteration 28Q: 3 clusters Score -668791.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -668791.125000 Penalty: 3000.337891
	Iteration 29Q: 3 clusters Score -668791.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -668793.500000 Penalty: 3000.337891
	Iteration 30Q: 3 clusters Score -668793.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -668791.062500 Penalty: 3000.337891
	Iteration 31Q: 3 clusters Score -668791.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -668794.125000 Penalty: 3000.337891
	Iteration 32Q: 3 clusters Score -668794.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -668795.187500 Penalty: 3000.337891
	Iteration 33Q: 3 clusters Score -668795.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -668796.812500 Penalty: 3000.337891
	Iteration 34Q: 3 clusters Score -668796.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -668795.375000 Penalty: 3000.337891
	Iteration 35Q: 3 clusters Score -668795.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -668796.500000 Penalty: 3000.337891
	Iteration 36Q: 3 clusters Score -668796.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -668798.937500 Penalty: 3000.337891
	Iteration 37Q: 3 clusters Score -668798.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -668799.375000 Penalty: 3000.337891
	Iteration 38Q: 3 clusters Score -668799.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -668800.250000 Penalty: 3000.337891
	Iteration 39Q: 3 clusters Score -668800.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -668801.875000 Penalty: 3000.337891
	Iteration 40F: 3 clusters Score -668801.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -668800.437500 Penalty: 3000.337891
	Iteration 41Q: 3 clusters Score -668800.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -668801.375000 Penalty: 3000.337891
	Iteration 42Q: 3 clusters Score -668801.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -668801.187500 Penalty: 3000.337891
	Iteration 43Q: 3 clusters Score -668801.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -668801.562500 Penalty: 3000.337891
	Iteration 44Q: 3 clusters Score -668801.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -668801.562500 Penalty: 3000.337891
	Iteration 45F: 3 clusters Score -668801.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Entering Unmasked Estep 
Score: -306593.843750 Penalty: 1378.859497
	Iteration 0F: 2 clusters Score -306593.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -302764.875000 Penalty: 2757.718994
	Iteration 0F: 3 clusters Score -302764.9 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -303812.093750 Penalty: 2757.718994
	Iteration 1F: 3 clusters Score -303812.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -303947.531250 Penalty: 2757.718994
	Iteration 2F: 3 clusters Score -303947.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -304057.375000 Penalty: 2757.718994
	Iteration 3Q: 3 clusters Score -304057.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -304159.406250 Penalty: 2757.718994
	Iteration 4Q: 3 clusters Score -304159.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -304258.343750 Penalty: 2757.718994
	Iteration 5Q: 3 clusters Score -304258.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -304344.375000 Penalty: 2757.718994
	Iteration 6Q: 3 clusters Score -304344.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -304418.937500 Penalty: 2757.718994
	Iteration 7Q: 3 clusters Score -304418.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -304473.843750 Penalty: 2757.718994
	Iteration 8Q: 3 clusters Score -304473.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -304528.156250 Penalty: 2757.718994
	Iteration 9Q: 3 clusters Score -304528.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -304581.156250 Penalty: 2757.718994
	Iteration 10Q: 3 clusters Score -304581.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -304633.593750 Penalty: 2757.718994
	Iteration 11Q: 3 clusters Score -304633.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -304683.031250 Penalty: 2757.718994
	Iteration 12Q: 3 clusters Score -304683 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -304736.781250 Penalty: 2757.718994
	Iteration 13Q: 3 clusters Score -304736.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -304788.312500 Penalty: 2757.718994
	Iteration 14Q: 3 clusters Score -304788.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -304847.812500 Penalty: 2757.718994
	Iteration 15Q: 3 clusters Score -304847.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -304927.531250 Penalty: 2757.718994
	Iteration 16Q: 3 clusters Score -304927.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -305002.906250 Penalty: 2757.718994
	Iteration 17Q: 3 clusters Score -305002.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -305088.312500 Penalty: 2757.718994
	Iteration 18Q: 3 clusters Score -305088.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -305158.906250 Penalty: 2757.718994
	Iteration 19Q: 3 clusters Score -305158.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -305214.281250 Penalty: 2757.718994
	Iteration 20F: 3 clusters Score -305214.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -305256.875000 Penalty: 2757.718994
	Iteration 21Q: 3 clusters Score -305256.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -305287.312500 Penalty: 2757.718994
	Iteration 22Q: 3 clusters Score -305287.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -305318.437500 Penalty: 2757.718994
	Iteration 23Q: 3 clusters Score -305318.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -305345.125000 Penalty: 2757.718994
	Iteration 24Q: 3 clusters Score -305345.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -305367.062500 Penalty: 2757.718994
	Iteration 25Q: 3 clusters Score -305367.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -305380.750000 Penalty: 2757.718994
	Iteration 26Q: 3 clusters Score -305380.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -305390.281250 Penalty: 2757.718994
	Iteration 27Q: 3 clusters Score -305390.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -305397.718750 Penalty: 2757.718994
	Iteration 28Q: 3 clusters Score -305397.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -305400.156250 Penalty: 2757.718994
	Iteration 29Q: 3 clusters Score -305400.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -305400.781250 Penalty: 2757.718994
	Iteration 30Q: 3 clusters Score -305400.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -305400.781250 Penalty: 2757.718994
	Iteration 31F: 3 clusters Score -305400.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (457695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457695 members 
Entering Unmasked Estep 
Score: -29050484.000000 Penalty: 2118.018311
	Iteration 0F: 2 clusters Score -2.905048e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228602 members 
Mstep: Class 2 contains 229093 members 
Entering Unmasked Estep 
Score: -28741374.000000 Penalty: 4236.036621
	Iteration 0F: 3 clusters Score -2.874137e+07 nChanged 224615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212689 members 
Mstep: Class 2 contains 245006 members 
Entering Unmasked Estep 
Score: -28878476.000000 Penalty: 4236.036621
	Iteration 1F: 3 clusters Score -2.887848e+07 nChanged 15316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202519 members 
Mstep: Class 2 contains 255176 members 
Entering Unmasked Estep 
Score: -28882516.000000 Penalty: 4236.036621
	Iteration 2Q: 3 clusters Score -2.888252e+07 nChanged 19665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186612 members 
Mstep: Class 2 contains 271083 members 
Entering Unmasked Estep 
Score: -28889742.000000 Penalty: 4236.036621
	Iteration 3Q: 3 clusters Score -2.888974e+07 nChanged 25807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163399 members 
Mstep: Class 2 contains 294296 members 
Entering Unmasked Estep 
Score: -28902460.000000 Penalty: 4236.036621
	Iteration 4F: 3 clusters Score -2.890246e+07 nChanged 33111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131722 members 
Mstep: Class 2 contains 325973 members 
Entering Unmasked Estep 
Score: -28924836.000000 Penalty: 4236.036621
	Iteration 5F: 3 clusters Score -2.892484e+07 nChanged 39475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92873 members 
Mstep: Class 2 contains 364822 members 
Entering Unmasked Estep 
Score: -28958700.000000 Penalty: 4236.036621
	Iteration 6F: 3 clusters Score -2.89587e+07 nChanged 39443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53620 members 
Mstep: Class 2 contains 404075 members 
Entering Unmasked Estep 
Score: -28997128.000000 Penalty: 4236.036621
	Iteration 7F: 3 clusters Score -2.899713e+07 nChanged 29376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 433419 members 
Entering Unmasked Estep 
Score: -29026334.000000 Penalty: 4236.036621
	Iteration 8F: 3 clusters Score -2.902633e+07 nChanged 15593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 449012 members 
Entering Unmasked Estep 
Score: -29041268.000000 Penalty: 4236.036621
	Iteration 9Q: 3 clusters Score -2.904127e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 454897 members 
Entering Unmasked Estep 
Score: -29046484.000000 Penalty: 4236.036621
	Iteration 10Q: 3 clusters Score -2.904648e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 456714 members 
Entering Unmasked Estep 
Score: -29047868.000000 Penalty: 4236.036621
	Iteration 11Q: 3 clusters Score -2.904787e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 457221 members 
Entering Unmasked Estep 
Score: -29048246.000000 Penalty: 4236.036621
	Iteration 12Q: 3 clusters Score -2.904825e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 457388 members 
Entering Unmasked Estep 
Score: -29048450.000000 Penalty: 4236.036621
	Iteration 13Q: 3 clusters Score -2.904845e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 457456 members 
Entering Unmasked Estep 
Score: -29048526.000000 Penalty: 4236.036621
	Iteration 14Q: 3 clusters Score -2.904853e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 457480 members 
Entering Unmasked Estep 
Score: -29048572.000000 Penalty: 4236.036621
	Iteration 15Q: 3 clusters Score -2.904857e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 457495 members 
Entering Unmasked Estep 
Score: -29048614.000000 Penalty: 4236.036621
	Iteration 16Q: 3 clusters Score -2.904861e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 457503 members 
Entering Unmasked Estep 
Score: -29048628.000000 Penalty: 4236.036621
	Iteration 17Q: 3 clusters Score -2.904863e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 457505 members 
Entering Unmasked Estep 
Score: -29048632.000000 Penalty: 4236.036621
	Iteration 18Q: 3 clusters Score -2.904863e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 457513 members 
Entering Unmasked Estep 
Score: -29048684.000000 Penalty: 4236.036621
	Iteration 19Q: 3 clusters Score -2.904868e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 457520 members 
Entering Unmasked Estep 
Score: -29048702.000000 Penalty: 4236.036621
	Iteration 20F: 3 clusters Score -2.90487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 457519 members 
Entering Unmasked Estep 
Score: -29048690.000000 Penalty: 4236.036621
	Iteration 21Q: 3 clusters Score -2.904869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 457521 members 
Entering Unmasked Estep 
Score: -29048704.000000 Penalty: 4236.036621
	Iteration 22Q: 3 clusters Score -2.90487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 457523 members 
Entering Unmasked Estep 
Score: -29048706.000000 Penalty: 4236.036621
	Iteration 23Q: 3 clusters Score -2.904871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 457525 members 
Entering Unmasked Estep 
Score: -29048700.000000 Penalty: 4236.036621
	Iteration 24Q: 3 clusters Score -2.90487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 457526 members 
Entering Unmasked Estep 
Score: -29048716.000000 Penalty: 4236.036621
	Iteration 25Q: 3 clusters Score -2.904872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 457525 members 
Entering Unmasked Estep 
Score: -29048730.000000 Penalty: 4236.036621
	Iteration 26Q: 3 clusters Score -2.904873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 457525 members 
Entering Unmasked Estep 
Score: -29048730.000000 Penalty: 4236.036621
	Iteration 27F: 3 clusters Score -2.904873e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -161338.000000 Penalty: 1285.292114
	Iteration 0F: 2 clusters Score -161338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -158816.078125 Penalty: 2570.584229
	Iteration 0F: 3 clusters Score -158816.1 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -159363.718750 Penalty: 2570.584229
	Iteration 1F: 3 clusters Score -159363.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -159496.953125 Penalty: 2570.584229
	Iteration 2F: 3 clusters Score -159497 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -159577.437500 Penalty: 2570.584229
	Iteration 3F: 3 clusters Score -159577.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -159626.531250 Penalty: 2570.584229
	Iteration 4Q: 3 clusters Score -159626.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -159665.328125 Penalty: 2570.584229
	Iteration 5Q: 3 clusters Score -159665.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -159692.406250 Penalty: 2570.584229
	Iteration 6Q: 3 clusters Score -159692.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -159716.375000 Penalty: 2570.584229
	Iteration 7Q: 3 clusters Score -159716.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -159732.875000 Penalty: 2570.584229
	Iteration 8Q: 3 clusters Score -159732.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -159747.390625 Penalty: 2570.584229
	Iteration 9Q: 3 clusters Score -159747.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -159755.703125 Penalty: 2570.584229
	Iteration 10Q: 3 clusters Score -159755.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -159759.093750 Penalty: 2570.584229
	Iteration 11Q: 3 clusters Score -159759.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -159761.781250 Penalty: 2570.584229
	Iteration 12Q: 3 clusters Score -159761.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -159764.812500 Penalty: 2570.584229
	Iteration 13Q: 3 clusters Score -159764.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -159768.906250 Penalty: 2570.584229
	Iteration 14Q: 3 clusters Score -159768.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -159771.734375 Penalty: 2570.584229
	Iteration 15Q: 3 clusters Score -159771.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -159775.062500 Penalty: 2570.584229
	Iteration 16Q: 3 clusters Score -159775.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -159778.828125 Penalty: 2570.584229
	Iteration 17Q: 3 clusters Score -159778.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -159780.359375 Penalty: 2570.584229
	Iteration 18Q: 3 clusters Score -159780.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -159781.156250 Penalty: 2570.584229
	Iteration 19Q: 3 clusters Score -159781.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -159782.265625 Penalty: 2570.584229
	Iteration 20F: 3 clusters Score -159782.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -159782.421875 Penalty: 2570.584229
	Iteration 21Q: 3 clusters Score -159782.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -159783.609375 Penalty: 2570.584229
	Iteration 22Q: 3 clusters Score -159783.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -159783.906250 Penalty: 2570.584229
	Iteration 23Q: 3 clusters Score -159783.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -159786.375000 Penalty: 2570.584229
	Iteration 24Q: 3 clusters Score -159786.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -159789.140625 Penalty: 2570.584229
	Iteration 25Q: 3 clusters Score -159789.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -159792.578125 Penalty: 2570.584229
	Iteration 26Q: 3 clusters Score -159792.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -159795.703125 Penalty: 2570.584229
	Iteration 27Q: 3 clusters Score -159795.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -159800.859375 Penalty: 2570.584229
	Iteration 28Q: 3 clusters Score -159800.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -159806.468750 Penalty: 2570.584229
	Iteration 29Q: 3 clusters Score -159806.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -159810.015625 Penalty: 2570.584229
	Iteration 30Q: 3 clusters Score -159810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -159813.609375 Penalty: 2570.584229
	Iteration 31Q: 3 clusters Score -159813.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -159817.828125 Penalty: 2570.584229
	Iteration 32Q: 3 clusters Score -159817.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -159822.500000 Penalty: 2570.584229
	Iteration 33Q: 3 clusters Score -159822.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -159825.953125 Penalty: 2570.584229
	Iteration 34Q: 3 clusters Score -159826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -159828.406250 Penalty: 2570.584229
	Iteration 35Q: 3 clusters Score -159828.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -159832.125000 Penalty: 2570.584229
	Iteration 36Q: 3 clusters Score -159832.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -159836.156250 Penalty: 2570.584229
	Iteration 37Q: 3 clusters Score -159836.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -159841.515625 Penalty: 2570.584229
	Iteration 38Q: 3 clusters Score -159841.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -159845.875000 Penalty: 2570.584229
	Iteration 39Q: 3 clusters Score -159845.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -159852.218750 Penalty: 2570.584229
	Iteration 40F: 3 clusters Score -159852.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -159859.890625 Penalty: 2570.584229
	Iteration 41Q: 3 clusters Score -159859.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -159869.171875 Penalty: 2570.584229
	Iteration 42Q: 3 clusters Score -159869.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -159883.000000 Penalty: 2570.584229
	Iteration 43Q: 3 clusters Score -159883 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -159899.796875 Penalty: 2570.584229
	Iteration 44Q: 3 clusters Score -159899.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -159914.906250 Penalty: 2570.584229
	Iteration 45Q: 3 clusters Score -159914.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -159932.281250 Penalty: 2570.584229
	Iteration 46Q: 3 clusters Score -159932.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -159946.984375 Penalty: 2570.584229
	Iteration 47Q: 3 clusters Score -159947 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -159961.421875 Penalty: 2570.584229
	Iteration 48Q: 3 clusters Score -159961.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -159978.796875 Penalty: 2570.584229
	Iteration 49Q: 3 clusters Score -159978.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -160000.921875 Penalty: 2570.584229
	Iteration 50Q: 3 clusters Score -160000.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -160020.250000 Penalty: 2570.584229
	Iteration 51Q: 3 clusters Score -160020.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -160043.515625 Penalty: 2570.584229
	Iteration 52Q: 3 clusters Score -160043.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -160081.546875 Penalty: 2570.584229
	Iteration 53Q: 3 clusters Score -160081.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -160121.031250 Penalty: 2570.584229
	Iteration 54Q: 3 clusters Score -160121 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -160164.984375 Penalty: 2570.584229
	Iteration 55Q: 3 clusters Score -160165 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -160207.734375 Penalty: 2570.584229
	Iteration 56Q: 3 clusters Score -160207.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -160244.531250 Penalty: 2570.584229
	Iteration 57Q: 3 clusters Score -160244.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -160274.218750 Penalty: 2570.584229
	Iteration 58Q: 3 clusters Score -160274.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -160315.578125 Penalty: 2570.584229
	Iteration 59Q: 3 clusters Score -160315.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -160336.812500 Penalty: 2570.584229
	Iteration 60F: 3 clusters Score -160336.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -160355.828125 Penalty: 2570.584229
	Iteration 61Q: 3 clusters Score -160355.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -160369.734375 Penalty: 2570.584229
	Iteration 62Q: 3 clusters Score -160369.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -160384.734375 Penalty: 2570.584229
	Iteration 63Q: 3 clusters Score -160384.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -160400.890625 Penalty: 2570.584229
	Iteration 64Q: 3 clusters Score -160400.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -160411.515625 Penalty: 2570.584229
	Iteration 65Q: 3 clusters Score -160411.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -160420.125000 Penalty: 2570.584229
	Iteration 66Q: 3 clusters Score -160420.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -160430.921875 Penalty: 2570.584229
	Iteration 67Q: 3 clusters Score -160430.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -160444.578125 Penalty: 2570.584229
	Iteration 68Q: 3 clusters Score -160444.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -160458.937500 Penalty: 2570.584229
	Iteration 69Q: 3 clusters Score -160458.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -160469.750000 Penalty: 2570.584229
	Iteration 70Q: 3 clusters Score -160469.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -160478.437500 Penalty: 2570.584229
	Iteration 71Q: 3 clusters Score -160478.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -160486.734375 Penalty: 2570.584229
	Iteration 72Q: 3 clusters Score -160486.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -160493.546875 Penalty: 2570.584229
	Iteration 73Q: 3 clusters Score -160493.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -160498.031250 Penalty: 2570.584229
	Iteration 74Q: 3 clusters Score -160498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -160500.921875 Penalty: 2570.584229
	Iteration 75Q: 3 clusters Score -160500.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -160501.125000 Penalty: 2570.584229
	Iteration 76Q: 3 clusters Score -160501.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -160501.125000 Penalty: 2570.584229
	Iteration 77F: 3 clusters Score -160501.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Entering Unmasked Estep 
Score: -685227.812500 Penalty: 1513.668091
	Iteration 0F: 2 clusters Score -685227.8 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 5547 members 
Entering Unmasked Estep 
Score: -677316.562500 Penalty: 3027.336182
	Iteration 0F: 3 clusters Score -677316.6 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -679985.375000 Penalty: 3027.336182
	Iteration 1F: 3 clusters Score -679985.4 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -680383.937500 Penalty: 3027.336182
	Iteration 2F: 3 clusters Score -680383.9 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -680795.687500 Penalty: 3027.336182
	Iteration 3F: 3 clusters Score -680795.7 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -681285.500000 Penalty: 3027.336182
	Iteration 4F: 3 clusters Score -681285.5 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -681780.750000 Penalty: 3027.336182
	Iteration 5F: 3 clusters Score -681780.8 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -682264.812500 Penalty: 3027.336182
	Iteration 6F: 3 clusters Score -682264.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -682662.000000 Penalty: 3027.336182
	Iteration 7F: 3 clusters Score -682662 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -682965.062500 Penalty: 3027.336182
	Iteration 8Q: 3 clusters Score -682965.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -683175.187500 Penalty: 3027.336182
	Iteration 9Q: 3 clusters Score -683175.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -683297.375000 Penalty: 3027.336182
	Iteration 10Q: 3 clusters Score -683297.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -683362.500000 Penalty: 3027.336182
	Iteration 11Q: 3 clusters Score -683362.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -683408.000000 Penalty: 3027.336182
	Iteration 12Q: 3 clusters Score -683408 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -683433.812500 Penalty: 3027.336182
	Iteration 13Q: 3 clusters Score -683433.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -683462.000000 Penalty: 3027.336182
	Iteration 14Q: 3 clusters Score -683462 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -683496.500000 Penalty: 3027.336182
	Iteration 15Q: 3 clusters Score -683496.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -683525.437500 Penalty: 3027.336182
	Iteration 16Q: 3 clusters Score -683525.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -683554.187500 Penalty: 3027.336182
	Iteration 17Q: 3 clusters Score -683554.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -683579.437500 Penalty: 3027.336182
	Iteration 18Q: 3 clusters Score -683579.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -683602.875000 Penalty: 3027.336182
	Iteration 19Q: 3 clusters Score -683602.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -683623.062500 Penalty: 3027.336182
	Iteration 20F: 3 clusters Score -683623.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -683645.000000 Penalty: 3027.336182
	Iteration 21Q: 3 clusters Score -683645 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -683664.062500 Penalty: 3027.336182
	Iteration 22Q: 3 clusters Score -683664.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -683680.812500 Penalty: 3027.336182
	Iteration 23Q: 3 clusters Score -683680.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -683688.687500 Penalty: 3027.336182
	Iteration 24Q: 3 clusters Score -683688.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -683692.812500 Penalty: 3027.336182
	Iteration 25Q: 3 clusters Score -683692.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -683702.437500 Penalty: 3027.336182
	Iteration 26Q: 3 clusters Score -683702.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -683714.812500 Penalty: 3027.336182
	Iteration 27Q: 3 clusters Score -683714.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -683728.312500 Penalty: 3027.336182
	Iteration 28Q: 3 clusters Score -683728.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -683733.937500 Penalty: 3027.336182
	Iteration 29Q: 3 clusters Score -683733.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -683738.812500 Penalty: 3027.336182
	Iteration 30Q: 3 clusters Score -683738.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -683743.562500 Penalty: 3027.336182
	Iteration 31Q: 3 clusters Score -683743.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -683747.187500 Penalty: 3027.336182
	Iteration 32Q: 3 clusters Score -683747.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -683751.625000 Penalty: 3027.336182
	Iteration 33Q: 3 clusters Score -683751.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -683755.437500 Penalty: 3027.336182
	Iteration 34Q: 3 clusters Score -683755.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -683756.625000 Penalty: 3027.336182
	Iteration 35Q: 3 clusters Score -683756.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -683760.687500 Penalty: 3027.336182
	Iteration 36Q: 3 clusters Score -683760.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -683766.750000 Penalty: 3027.336182
	Iteration 37Q: 3 clusters Score -683766.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -683771.312500 Penalty: 3027.336182
	Iteration 38Q: 3 clusters Score -683771.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -683774.375000 Penalty: 3027.336182
	Iteration 39Q: 3 clusters Score -683774.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -683776.437500 Penalty: 3027.336182
	Iteration 40F: 3 clusters Score -683776.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -683778.562500 Penalty: 3027.336182
	Iteration 41Q: 3 clusters Score -683778.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -683780.250000 Penalty: 3027.336182
	Iteration 42Q: 3 clusters Score -683780.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -683780.937500 Penalty: 3027.336182
	Iteration 43Q: 3 clusters Score -683780.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -683787.250000 Penalty: 3027.336182
	Iteration 44Q: 3 clusters Score -683787.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -683791.687500 Penalty: 3027.336182
	Iteration 45Q: 3 clusters Score -683791.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -683797.500000 Penalty: 3027.336182
	Iteration 46Q: 3 clusters Score -683797.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -683801.125000 Penalty: 3027.336182
	Iteration 47Q: 3 clusters Score -683801.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -683806.500000 Penalty: 3027.336182
	Iteration 48Q: 3 clusters Score -683806.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -683811.687500 Penalty: 3027.336182
	Iteration 49Q: 3 clusters Score -683811.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -683814.750000 Penalty: 3027.336182
	Iteration 50Q: 3 clusters Score -683814.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -683819.437500 Penalty: 3027.336182
	Iteration 51Q: 3 clusters Score -683819.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -683823.812500 Penalty: 3027.336182
	Iteration 52Q: 3 clusters Score -683823.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -683827.187500 Penalty: 3027.336182
	Iteration 53Q: 3 clusters Score -683827.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -683832.187500 Penalty: 3027.336182
	Iteration 54Q: 3 clusters Score -683832.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -683835.812500 Penalty: 3027.336182
	Iteration 55Q: 3 clusters Score -683835.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -683844.062500 Penalty: 3027.336182
	Iteration 56Q: 3 clusters Score -683844.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -683850.750000 Penalty: 3027.336182
	Iteration 57Q: 3 clusters Score -683850.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -683854.937500 Penalty: 3027.336182
	Iteration 58Q: 3 clusters Score -683854.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -683860.250000 Penalty: 3027.336182
	Iteration 59Q: 3 clusters Score -683860.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -683863.375000 Penalty: 3027.336182
	Iteration 60F: 3 clusters Score -683863.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -683865.500000 Penalty: 3027.336182
	Iteration 61Q: 3 clusters Score -683865.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -683868.687500 Penalty: 3027.336182
	Iteration 62Q: 3 clusters Score -683868.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -683872.250000 Penalty: 3027.336182
	Iteration 63Q: 3 clusters Score -683872.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -683874.375000 Penalty: 3027.336182
	Iteration 64Q: 3 clusters Score -683874.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -683878.250000 Penalty: 3027.336182
	Iteration 65Q: 3 clusters Score -683878.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -683882.687500 Penalty: 3027.336182
	Iteration 66Q: 3 clusters Score -683882.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -683885.250000 Penalty: 3027.336182
	Iteration 67Q: 3 clusters Score -683885.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -683889.812500 Penalty: 3027.336182
	Iteration 68Q: 3 clusters Score -683889.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -683892.062500 Penalty: 3027.336182
	Iteration 69Q: 3 clusters Score -683892.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -683895.062500 Penalty: 3027.336182
	Iteration 70Q: 3 clusters Score -683895.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -683897.500000 Penalty: 3027.336182
	Iteration 71Q: 3 clusters Score -683897.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -683901.375000 Penalty: 3027.336182
	Iteration 72Q: 3 clusters Score -683901.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -683907.875000 Penalty: 3027.336182
	Iteration 73Q: 3 clusters Score -683907.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -683913.062500 Penalty: 3027.336182
	Iteration 74Q: 3 clusters Score -683913.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -683919.625000 Penalty: 3027.336182
	Iteration 75Q: 3 clusters Score -683919.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -683924.625000 Penalty: 3027.336182
	Iteration 76Q: 3 clusters Score -683924.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -683926.125000 Penalty: 3027.336182
	Iteration 77Q: 3 clusters Score -683926.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -683927.812500 Penalty: 3027.336182
	Iteration 78Q: 3 clusters Score -683927.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -683931.625000 Penalty: 3027.336182
	Iteration 79Q: 3 clusters Score -683931.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -683934.687500 Penalty: 3027.336182
	Iteration 80F: 3 clusters Score -683934.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -683939.687500 Penalty: 3027.336182
	Iteration 81Q: 3 clusters Score -683939.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -683944.875000 Penalty: 3027.336182
	Iteration 82Q: 3 clusters Score -683944.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -683950.187500 Penalty: 3027.336182
	Iteration 83Q: 3 clusters Score -683950.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -683955.062500 Penalty: 3027.336182
	Iteration 84Q: 3 clusters Score -683955.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -683962.187500 Penalty: 3027.336182
	Iteration 85Q: 3 clusters Score -683962.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -683966.312500 Penalty: 3027.336182
	Iteration 86Q: 3 clusters Score -683966.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -683968.812500 Penalty: 3027.336182
	Iteration 87Q: 3 clusters Score -683968.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -683974.437500 Penalty: 3027.336182
	Iteration 88Q: 3 clusters Score -683974.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -683979.687500 Penalty: 3027.336182
	Iteration 89Q: 3 clusters Score -683979.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -683985.750000 Penalty: 3027.336182
	Iteration 90Q: 3 clusters Score -683985.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -683991.250000 Penalty: 3027.336182
	Iteration 91Q: 3 clusters Score -683991.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -683993.937500 Penalty: 3027.336182
	Iteration 92Q: 3 clusters Score -683993.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -684001.875000 Penalty: 3027.336182
	Iteration 93Q: 3 clusters Score -684001.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -684003.750000 Penalty: 3027.336182
	Iteration 94Q: 3 clusters Score -684003.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -684005.437500 Penalty: 3027.336182
	Iteration 95Q: 3 clusters Score -684005.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -684010.000000 Penalty: 3027.336182
	Iteration 96Q: 3 clusters Score -684010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -684012.750000 Penalty: 3027.336182
	Iteration 97Q: 3 clusters Score -684012.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -684015.125000 Penalty: 3027.336182
	Iteration 98Q: 3 clusters Score -684015.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -684017.125000 Penalty: 3027.336182
	Iteration 99Q: 3 clusters Score -684017.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -684022.625000 Penalty: 3027.336182
	Iteration 100F: 3 clusters Score -684022.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -684026.875000 Penalty: 3027.336182
	Iteration 101Q: 3 clusters Score -684026.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -684032.437500 Penalty: 3027.336182
	Iteration 102Q: 3 clusters Score -684032.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -684036.312500 Penalty: 3027.336182
	Iteration 103Q: 3 clusters Score -684036.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -684037.625000 Penalty: 3027.336182
	Iteration 104Q: 3 clusters Score -684037.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -684039.937500 Penalty: 3027.336182
	Iteration 105Q: 3 clusters Score -684039.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -684040.937500 Penalty: 3027.336182
	Iteration 106Q: 3 clusters Score -684040.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -684040.812500 Penalty: 3027.336182
	Iteration 107Q: 3 clusters Score -684040.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -684042.312500 Penalty: 3027.336182
	Iteration 108Q: 3 clusters Score -684042.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -684044.312500 Penalty: 3027.336182
	Iteration 109Q: 3 clusters Score -684044.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -684045.250000 Penalty: 3027.336182
	Iteration 110Q: 3 clusters Score -684045.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -684045.625000 Penalty: 3027.336182
	Iteration 111Q: 3 clusters Score -684045.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -684045.250000 Penalty: 3027.336182
	Iteration 112Q: 3 clusters Score -684045.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -684046.937500 Penalty: 3027.336182
	Iteration 113Q: 3 clusters Score -684046.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -684049.062500 Penalty: 3027.336182
	Iteration 114Q: 3 clusters Score -684049.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -684050.125000 Penalty: 3027.336182
	Iteration 115Q: 3 clusters Score -684050.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -684052.312500 Penalty: 3027.336182
	Iteration 116Q: 3 clusters Score -684052.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -684052.687500 Penalty: 3027.336182
	Iteration 117Q: 3 clusters Score -684052.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -684052.500000 Penalty: 3027.336182
	Iteration 118Q: 3 clusters Score -684052.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -684052.312500 Penalty: 3027.336182
	Iteration 119Q: 3 clusters Score -684052.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -684051.375000 Penalty: 3027.336182
	Iteration 120F: 3 clusters Score -684051.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -684051.562500 Penalty: 3027.336182
	Iteration 121Q: 3 clusters Score -684051.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -684052.812500 Penalty: 3027.336182
	Iteration 122Q: 3 clusters Score -684052.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -684052.250000 Penalty: 3027.336182
	Iteration 123Q: 3 clusters Score -684052.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -684054.312500 Penalty: 3027.336182
	Iteration 124Q: 3 clusters Score -684054.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -684052.625000 Penalty: 3027.336182
	Iteration 125Q: 3 clusters Score -684052.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -684054.750000 Penalty: 3027.336182
	Iteration 126Q: 3 clusters Score -684054.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -684054.187500 Penalty: 3027.336182
	Iteration 127Q: 3 clusters Score -684054.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -684053.562500 Penalty: 3027.336182
	Iteration 128Q: 3 clusters Score -684053.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -684054.687500 Penalty: 3027.336182
	Iteration 129Q: 3 clusters Score -684054.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -684054.062500 Penalty: 3027.336182
	Iteration 130Q: 3 clusters Score -684054.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -684054.937500 Penalty: 3027.336182
	Iteration 131Q: 3 clusters Score -684054.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -684054.937500 Penalty: 3027.336182
	Iteration 132F: 3 clusters Score -684054.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Entering Unmasked Estep 
Score: -580950.625000 Penalty: 1489.504150
	Iteration 0F: 2 clusters Score -580950.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -574073.250000 Penalty: 2979.008301
	Iteration 0F: 3 clusters Score -574073.2 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -576295.562500 Penalty: 2979.008301
	Iteration 1F: 3 clusters Score -576295.6 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -576596.437500 Penalty: 2979.008301
	Iteration 2F: 3 clusters Score -576596.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -576849.062500 Penalty: 2979.008301
	Iteration 3F: 3 clusters Score -576849.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -577115.750000 Penalty: 2979.008301
	Iteration 4F: 3 clusters Score -577115.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -577382.500000 Penalty: 2979.008301
	Iteration 5Q: 3 clusters Score -577382.5 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -577690.562500 Penalty: 2979.008301
	Iteration 6Q: 3 clusters Score -577690.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -578016.687500 Penalty: 2979.008301
	Iteration 7Q: 3 clusters Score -578016.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -578384.250000 Penalty: 2979.008301
	Iteration 8F: 3 clusters Score -578384.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -578749.437500 Penalty: 2979.008301
	Iteration 9Q: 3 clusters Score -578749.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -579046.437500 Penalty: 2979.008301
	Iteration 10Q: 3 clusters Score -579046.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -579271.875000 Penalty: 2979.008301
	Iteration 11Q: 3 clusters Score -579271.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -579484.250000 Penalty: 2979.008301
	Iteration 12Q: 3 clusters Score -579484.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -579644.187500 Penalty: 2979.008301
	Iteration 13Q: 3 clusters Score -579644.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -579787.250000 Penalty: 2979.008301
	Iteration 14Q: 3 clusters Score -579787.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -579971.250000 Penalty: 2979.008301
	Iteration 15Q: 3 clusters Score -579971.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -580134.062500 Penalty: 2979.008301
	Iteration 16Q: 3 clusters Score -580134.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -580259.687500 Penalty: 2979.008301
	Iteration 17Q: 3 clusters Score -580259.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -580350.500000 Penalty: 2979.008301
	Iteration 18Q: 3 clusters Score -580350.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -580418.687500 Penalty: 2979.008301
	Iteration 19Q: 3 clusters Score -580418.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -580471.375000 Penalty: 2979.008301
	Iteration 20F: 3 clusters Score -580471.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -580503.125000 Penalty: 2979.008301
	Iteration 21Q: 3 clusters Score -580503.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -580520.500000 Penalty: 2979.008301
	Iteration 22Q: 3 clusters Score -580520.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -580529.250000 Penalty: 2979.008301
	Iteration 23Q: 3 clusters Score -580529.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -580533.062500 Penalty: 2979.008301
	Iteration 24Q: 3 clusters Score -580533.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -580533.062500 Penalty: 2979.008301
	Iteration 25Q: 3 clusters Score -580533.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -580534.875000 Penalty: 2979.008301
	Iteration 26Q: 3 clusters Score -580534.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -580536.437500 Penalty: 2979.008301
	Iteration 27Q: 3 clusters Score -580536.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -580536.875000 Penalty: 2979.008301
	Iteration 28Q: 3 clusters Score -580536.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -580537.812500 Penalty: 2979.008301
	Iteration 29Q: 3 clusters Score -580537.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -580537.687500 Penalty: 2979.008301
	Iteration 30Q: 3 clusters Score -580537.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -580538.375000 Penalty: 2979.008301
	Iteration 31Q: 3 clusters Score -580538.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -580538.375000 Penalty: 2979.008301
	Iteration 32F: 3 clusters Score -580538.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Entering Unmasked Estep 
Score: -333262.812500 Penalty: 1394.490845
	Iteration 0F: 2 clusters Score -333262.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -329098.218750 Penalty: 2788.981689
	Iteration 0F: 3 clusters Score -329098.2 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -330270.468750 Penalty: 2788.981689
	Iteration 1F: 3 clusters Score -330270.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -330441.218750 Penalty: 2788.981689
	Iteration 2F: 3 clusters Score -330441.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -330571.375000 Penalty: 2788.981689
	Iteration 3Q: 3 clusters Score -330571.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -330685.031250 Penalty: 2788.981689
	Iteration 4Q: 3 clusters Score -330685 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -330784.812500 Penalty: 2788.981689
	Iteration 5Q: 3 clusters Score -330784.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -330909.312500 Penalty: 2788.981689
	Iteration 6Q: 3 clusters Score -330909.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -331044.406250 Penalty: 2788.981689
	Iteration 7Q: 3 clusters Score -331044.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -331176.656250 Penalty: 2788.981689
	Iteration 8Q: 3 clusters Score -331176.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -331322.781250 Penalty: 2788.981689
	Iteration 9Q: 3 clusters Score -331322.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -331461.093750 Penalty: 2788.981689
	Iteration 10Q: 3 clusters Score -331461.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -331581.031250 Penalty: 2788.981689
	Iteration 11Q: 3 clusters Score -331581 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -331694.781250 Penalty: 2788.981689
	Iteration 12Q: 3 clusters Score -331694.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -331774.781250 Penalty: 2788.981689
	Iteration 13Q: 3 clusters Score -331774.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -331844.593750 Penalty: 2788.981689
	Iteration 14Q: 3 clusters Score -331844.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -331891.718750 Penalty: 2788.981689
	Iteration 15Q: 3 clusters Score -331891.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -331917.937500 Penalty: 2788.981689
	Iteration 16Q: 3 clusters Score -331917.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -331935.218750 Penalty: 2788.981689
	Iteration 17Q: 3 clusters Score -331935.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -331960.000000 Penalty: 2788.981689
	Iteration 18Q: 3 clusters Score -331960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -331978.156250 Penalty: 2788.981689
	Iteration 19Q: 3 clusters Score -331978.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -331990.531250 Penalty: 2788.981689
	Iteration 20F: 3 clusters Score -331990.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -331998.531250 Penalty: 2788.981689
	Iteration 21Q: 3 clusters Score -331998.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -332011.843750 Penalty: 2788.981689
	Iteration 22Q: 3 clusters Score -332011.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -332028.187500 Penalty: 2788.981689
	Iteration 23Q: 3 clusters Score -332028.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -332039.687500 Penalty: 2788.981689
	Iteration 24Q: 3 clusters Score -332039.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -332043.343750 Penalty: 2788.981689
	Iteration 25Q: 3 clusters Score -332043.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -332043.937500 Penalty: 2788.981689
	Iteration 26Q: 3 clusters Score -332043.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -332043.937500 Penalty: 2788.981689
	Iteration 27F: 3 clusters Score -332043.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Entering Unmasked Estep 
Score: -474502.500000 Penalty: 1453.531738
	Iteration 0F: 2 clusters Score -474502.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -468837.687500 Penalty: 2907.063477
	Iteration 0F: 3 clusters Score -468837.7 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -470500.187500 Penalty: 2907.063477
	Iteration 1F: 3 clusters Score -470500.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -470713.781250 Penalty: 2907.063477
	Iteration 2F: 3 clusters Score -470713.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -470980.531250 Penalty: 2907.063477
	Iteration 3F: 3 clusters Score -470980.5 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -471416.500000 Penalty: 2907.063477
	Iteration 4F: 3 clusters Score -471416.5 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -471976.281250 Penalty: 2907.063477
	Iteration 5F: 3 clusters Score -471976.3 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -472561.656250 Penalty: 2907.063477
	Iteration 6F: 3 clusters Score -472561.7 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -473012.843750 Penalty: 2907.063477
	Iteration 7F: 3 clusters Score -473012.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -473341.000000 Penalty: 2907.063477
	Iteration 8F: 3 clusters Score -473341 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -473550.093750 Penalty: 2907.063477
	Iteration 9Q: 3 clusters Score -473550.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -473714.812500 Penalty: 2907.063477
	Iteration 10Q: 3 clusters Score -473714.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -473839.343750 Penalty: 2907.063477
	Iteration 11Q: 3 clusters Score -473839.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -473932.437500 Penalty: 2907.063477
	Iteration 12Q: 3 clusters Score -473932.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -473989.968750 Penalty: 2907.063477
	Iteration 13Q: 3 clusters Score -473990 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -474034.093750 Penalty: 2907.063477
	Iteration 14Q: 3 clusters Score -474034.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -474061.937500 Penalty: 2907.063477
	Iteration 15Q: 3 clusters Score -474061.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -474081.875000 Penalty: 2907.063477
	Iteration 16Q: 3 clusters Score -474081.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -474093.968750 Penalty: 2907.063477
	Iteration 17Q: 3 clusters Score -474094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -474101.375000 Penalty: 2907.063477
	Iteration 18Q: 3 clusters Score -474101.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -474105.093750 Penalty: 2907.063477
	Iteration 19Q: 3 clusters Score -474105.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -474110.718750 Penalty: 2907.063477
	Iteration 20F: 3 clusters Score -474110.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -474116.812500 Penalty: 2907.063477
	Iteration 21Q: 3 clusters Score -474116.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -474122.156250 Penalty: 2907.063477
	Iteration 22Q: 3 clusters Score -474122.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -474124.750000 Penalty: 2907.063477
	Iteration 23Q: 3 clusters Score -474124.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -474129.500000 Penalty: 2907.063477
	Iteration 24Q: 3 clusters Score -474129.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -474131.062500 Penalty: 2907.063477
	Iteration 25Q: 3 clusters Score -474131.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -474134.375000 Penalty: 2907.063477
	Iteration 26Q: 3 clusters Score -474134.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -474134.687500 Penalty: 2907.063477
	Iteration 27Q: 3 clusters Score -474134.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -474134.843750 Penalty: 2907.063477
	Iteration 28Q: 3 clusters Score -474134.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -474134.843750 Penalty: 2907.063477
	Iteration 29F: 3 clusters Score -474134.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Entering Unmasked Estep 
Score: -735045.125000 Penalty: 1512.182983
	Iteration 0F: 2 clusters Score -735045.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -727228.125000 Penalty: 3024.365967
	Iteration 0F: 3 clusters Score -727228.1 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -729727.375000 Penalty: 3024.365967
	Iteration 1F: 3 clusters Score -729727.4 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -729962.437500 Penalty: 3024.365967
	Iteration 2F: 3 clusters Score -729962.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -730190.312500 Penalty: 3024.365967
	Iteration 3Q: 3 clusters Score -730190.3 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -730471.312500 Penalty: 3024.365967
	Iteration 4Q: 3 clusters Score -730471.3 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -730841.812500 Penalty: 3024.365967
	Iteration 5F: 3 clusters Score -730841.8 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -731307.437500 Penalty: 3024.365967
	Iteration 6F: 3 clusters Score -731307.4 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -731882.125000 Penalty: 3024.365967
	Iteration 7F: 3 clusters Score -731882.1 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -732451.875000 Penalty: 3024.365967
	Iteration 8F: 3 clusters Score -732451.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -732922.562500 Penalty: 3024.365967
	Iteration 9Q: 3 clusters Score -732922.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -733271.437500 Penalty: 3024.365967
	Iteration 10Q: 3 clusters Score -733271.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -733531.437500 Penalty: 3024.365967
	Iteration 11Q: 3 clusters Score -733531.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -733674.625000 Penalty: 3024.365967
	Iteration 12Q: 3 clusters Score -733674.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -733751.000000 Penalty: 3024.365967
	Iteration 13Q: 3 clusters Score -733751 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -733792.562500 Penalty: 3024.365967
	Iteration 14Q: 3 clusters Score -733792.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -733821.687500 Penalty: 3024.365967
	Iteration 15Q: 3 clusters Score -733821.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -733849.437500 Penalty: 3024.365967
	Iteration 16Q: 3 clusters Score -733849.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -733864.187500 Penalty: 3024.365967
	Iteration 17Q: 3 clusters Score -733864.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -733872.562500 Penalty: 3024.365967
	Iteration 18Q: 3 clusters Score -733872.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -733880.562500 Penalty: 3024.365967
	Iteration 19Q: 3 clusters Score -733880.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -733886.437500 Penalty: 3024.365967
	Iteration 20F: 3 clusters Score -733886.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -733894.000000 Penalty: 3024.365967
	Iteration 21Q: 3 clusters Score -733894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -733896.500000 Penalty: 3024.365967
	Iteration 22Q: 3 clusters Score -733896.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -733898.937500 Penalty: 3024.365967
	Iteration 23Q: 3 clusters Score -733898.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -733900.687500 Penalty: 3024.365967
	Iteration 24Q: 3 clusters Score -733900.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -733901.750000 Penalty: 3024.365967
	Iteration 25Q: 3 clusters Score -733901.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -733905.500000 Penalty: 3024.365967
	Iteration 26Q: 3 clusters Score -733905.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -733907.812500 Penalty: 3024.365967
	Iteration 27Q: 3 clusters Score -733907.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -733908.625000 Penalty: 3024.365967
	Iteration 28Q: 3 clusters Score -733908.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -733909.625000 Penalty: 3024.365967
	Iteration 29Q: 3 clusters Score -733909.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -733909.437500 Penalty: 3024.365967
	Iteration 30Q: 3 clusters Score -733909.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -733910.812500 Penalty: 3024.365967
	Iteration 31Q: 3 clusters Score -733910.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -733910.812500 Penalty: 3024.365967
	Iteration 32F: 3 clusters Score -733910.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Entering Unmasked Estep 
Score: -811389.000000 Penalty: 1536.553711
	Iteration 0F: 2 clusters Score -811389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -802545.437500 Penalty: 3073.107422
	Iteration 0F: 3 clusters Score -802545.4 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -805540.812500 Penalty: 3073.107422
	Iteration 1F: 3 clusters Score -805540.8 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -805844.000000 Penalty: 3073.107422
	Iteration 2F: 3 clusters Score -805844 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -806107.875000 Penalty: 3073.107422
	Iteration 3Q: 3 clusters Score -806107.9 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -806392.687500 Penalty: 3073.107422
	Iteration 4Q: 3 clusters Score -806392.7 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -806691.312500 Penalty: 3073.107422
	Iteration 5Q: 3 clusters Score -806691.3 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -807008.375000 Penalty: 3073.107422
	Iteration 6Q: 3 clusters Score -807008.4 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -807368.125000 Penalty: 3073.107422
	Iteration 7F: 3 clusters Score -807368.1 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -807777.812500 Penalty: 3073.107422
	Iteration 8F: 3 clusters Score -807777.8 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -808209.875000 Penalty: 3073.107422
	Iteration 9F: 3 clusters Score -808209.9 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -808628.312500 Penalty: 3073.107422
	Iteration 10Q: 3 clusters Score -808628.3 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -808983.812500 Penalty: 3073.107422
	Iteration 11Q: 3 clusters Score -808983.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -809287.750000 Penalty: 3073.107422
	Iteration 12Q: 3 clusters Score -809287.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -809461.062500 Penalty: 3073.107422
	Iteration 13Q: 3 clusters Score -809461.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -809576.375000 Penalty: 3073.107422
	Iteration 14Q: 3 clusters Score -809576.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -809671.437500 Penalty: 3073.107422
	Iteration 15Q: 3 clusters Score -809671.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -809751.687500 Penalty: 3073.107422
	Iteration 16Q: 3 clusters Score -809751.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -809822.187500 Penalty: 3073.107422
	Iteration 17Q: 3 clusters Score -809822.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -809895.187500 Penalty: 3073.107422
	Iteration 18Q: 3 clusters Score -809895.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -809974.937500 Penalty: 3073.107422
	Iteration 19Q: 3 clusters Score -809974.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -810046.812500 Penalty: 3073.107422
	Iteration 20F: 3 clusters Score -810046.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -810097.562500 Penalty: 3073.107422
	Iteration 21Q: 3 clusters Score -810097.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -810140.812500 Penalty: 3073.107422
	Iteration 22Q: 3 clusters Score -810140.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -810180.625000 Penalty: 3073.107422
	Iteration 23Q: 3 clusters Score -810180.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -810209.500000 Penalty: 3073.107422
	Iteration 24Q: 3 clusters Score -810209.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -810230.500000 Penalty: 3073.107422
	Iteration 25Q: 3 clusters Score -810230.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -810251.250000 Penalty: 3073.107422
	Iteration 26Q: 3 clusters Score -810251.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -810269.937500 Penalty: 3073.107422
	Iteration 27Q: 3 clusters Score -810269.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -810281.000000 Penalty: 3073.107422
	Iteration 28Q: 3 clusters Score -810281 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -810294.687500 Penalty: 3073.107422
	Iteration 29Q: 3 clusters Score -810294.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -810304.312500 Penalty: 3073.107422
	Iteration 30Q: 3 clusters Score -810304.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -810312.187500 Penalty: 3073.107422
	Iteration 31Q: 3 clusters Score -810312.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -810314.250000 Penalty: 3073.107422
	Iteration 32Q: 3 clusters Score -810314.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -810319.187500 Penalty: 3073.107422
	Iteration 33Q: 3 clusters Score -810319.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -810324.000000 Penalty: 3073.107422
	Iteration 34Q: 3 clusters Score -810324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -810327.562500 Penalty: 3073.107422
	Iteration 35Q: 3 clusters Score -810327.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -810329.062500 Penalty: 3073.107422
	Iteration 36Q: 3 clusters Score -810329.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -810329.500000 Penalty: 3073.107422
	Iteration 37Q: 3 clusters Score -810329.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -810331.500000 Penalty: 3073.107422
	Iteration 38Q: 3 clusters Score -810331.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -810334.062500 Penalty: 3073.107422
	Iteration 39Q: 3 clusters Score -810334.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -810336.187500 Penalty: 3073.107422
	Iteration 40F: 3 clusters Score -810336.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -810340.375000 Penalty: 3073.107422
	Iteration 41Q: 3 clusters Score -810340.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -810341.937500 Penalty: 3073.107422
	Iteration 42Q: 3 clusters Score -810341.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -810341.625000 Penalty: 3073.107422
	Iteration 43Q: 3 clusters Score -810341.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -810343.562500 Penalty: 3073.107422
	Iteration 44Q: 3 clusters Score -810343.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -810347.562500 Penalty: 3073.107422
	Iteration 45Q: 3 clusters Score -810347.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -810346.375000 Penalty: 3073.107422
	Iteration 46Q: 3 clusters Score -810346.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -810346.312500 Penalty: 3073.107422
	Iteration 47Q: 3 clusters Score -810346.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -810346.312500 Penalty: 3073.107422
	Iteration 48F: 3 clusters Score -810346.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Entering Unmasked Estep 
Score: -92014.289062 Penalty: 1204.574219
	Iteration 0F: 2 clusters Score -92014.29 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 800 members 
Entering Unmasked Estep 
Score: -90165.492188 Penalty: 2409.148438
	Iteration 0F: 3 clusters Score -90165.49 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -90562.835938 Penalty: 2409.148438
	Iteration 1F: 3 clusters Score -90562.84 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -90693.148438 Penalty: 2409.148438
	Iteration 2F: 3 clusters Score -90693.15 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -90798.132812 Penalty: 2409.148438
	Iteration 3F: 3 clusters Score -90798.13 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -90893.421875 Penalty: 2409.148438
	Iteration 4Q: 3 clusters Score -90893.42 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -90955.414062 Penalty: 2409.148438
	Iteration 5Q: 3 clusters Score -90955.41 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -91018.890625 Penalty: 2409.148438
	Iteration 6Q: 3 clusters Score -91018.89 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -91062.539062 Penalty: 2409.148438
	Iteration 7Q: 3 clusters Score -91062.54 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -91091.953125 Penalty: 2409.148438
	Iteration 8Q: 3 clusters Score -91091.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -91114.265625 Penalty: 2409.148438
	Iteration 9Q: 3 clusters Score -91114.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -91130.710938 Penalty: 2409.148438
	Iteration 10Q: 3 clusters Score -91130.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -91141.226562 Penalty: 2409.148438
	Iteration 11Q: 3 clusters Score -91141.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -91149.367188 Penalty: 2409.148438
	Iteration 12Q: 3 clusters Score -91149.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -91153.742188 Penalty: 2409.148438
	Iteration 13Q: 3 clusters Score -91153.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -91155.234375 Penalty: 2409.148438
	Iteration 14Q: 3 clusters Score -91155.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -91155.234375 Penalty: 2409.148438
	Iteration 15F: 3 clusters Score -91155.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47673 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 8 contains 77020 members 
Mstep: Class 9 contains 3590 members 
Mstep: Class 11 contains 10217 members 
Mstep: Class 12 contains 4843 members 
Mstep: Class 13 contains 457695 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11102 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 22 contains 11001 members 
Mstep: Class 23 contains 12781 members 
Mstep: Class 24 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198340.000000 Penalty: 39283.816406
Iteration 239Q: 19 clusters Score -4.219834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47671 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 8 contains 77020 members 
Mstep: Class 9 contains 3589 members 
Mstep: Class 11 contains 10218 members 
Mstep: Class 12 contains 4844 members 
Mstep: Class 13 contains 457696 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11102 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 22 contains 11001 members 
Mstep: Class 23 contains 12781 members 
Mstep: Class 24 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198328.000000 Penalty: 39283.816406
Iteration 240F: 19 clusters Score -4.219833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47670 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 8 contains 77020 members 
Mstep: Class 9 contains 3588 members 
Mstep: Class 11 contains 10218 members 
Mstep: Class 12 contains 4844 members 
Mstep: Class 13 contains 457698 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11102 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 22 contains 11001 members 
Mstep: Class 23 contains 12781 members 
Mstep: Class 24 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198324.000000 Penalty: 39283.816406
Iteration 241Q: 19 clusters Score -4.219832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47669 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 8 contains 77020 members 
Mstep: Class 9 contains 3587 members 
Mstep: Class 11 contains 10218 members 
Mstep: Class 12 contains 4844 members 
Mstep: Class 13 contains 457700 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11102 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 22 contains 11001 members 
Mstep: Class 23 contains 12781 members 
Mstep: Class 24 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198312.000000 Penalty: 39283.816406
Iteration 242Q: 19 clusters Score -4.219831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47669 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 8 contains 77020 members 
Mstep: Class 9 contains 3588 members 
Mstep: Class 11 contains 10218 members 
Mstep: Class 12 contains 4844 members 
Mstep: Class 13 contains 457699 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11102 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 22 contains 11001 members 
Mstep: Class 23 contains 12781 members 
Mstep: Class 24 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198304.000000 Penalty: 39283.816406
Iteration 243Q: 19 clusters Score -4.21983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47669 members 
Mstep: Class 6 contains 6388 members 
Mstep: Class 8 contains 77020 members 
Mstep: Class 9 contains 3589 members 
Mstep: Class 11 contains 10218 members 
Mstep: Class 12 contains 4844 members 
Mstep: Class 13 contains 457699 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11102 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 22 contains 11001 members 
Mstep: Class 23 contains 12781 members 
Mstep: Class 24 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198312.000000 Penalty: 39283.816406
Iteration 244Q: 19 clusters Score -4.219831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47669 members 
Mstep: Class 6 contains 6388 members 
Mstep: Class 8 contains 77020 members 
Mstep: Class 9 contains 3585 members 
Mstep: Class 11 contains 10217 members 
Mstep: Class 12 contains 4844 members 
Mstep: Class 13 contains 457704 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11102 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 22 contains 11001 members 
Mstep: Class 23 contains 12781 members 
Mstep: Class 24 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198304.000000 Penalty: 39283.816406
Iteration 245Q: 19 clusters Score -4.21983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47668 members 
Mstep: Class 6 contains 6388 members 
Mstep: Class 8 contains 77020 members 
Mstep: Class 9 contains 3583 members 
Mstep: Class 11 contains 10217 members 
Mstep: Class 12 contains 4844 members 
Mstep: Class 13 contains 457708 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11101 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 22 contains 11001 members 
Mstep: Class 23 contains 12781 members 
Mstep: Class 24 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198320.000000 Penalty: 39283.816406
Iteration 246Q: 19 clusters Score -4.219832e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47665 members 
Mstep: Class 6 contains 6388 members 
Mstep: Class 8 contains 77020 members 
Mstep: Class 9 contains 3580 members 
Mstep: Class 11 contains 10217 members 
Mstep: Class 12 contains 4844 members 
Mstep: Class 13 contains 457713 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11102 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 22 contains 11001 members 
Mstep: Class 23 contains 12781 members 
Mstep: Class 24 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198336.000000 Penalty: 39283.816406
Iteration 247Q: 19 clusters Score -4.219834e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47664 members 
Mstep: Class 6 contains 6388 members 
Mstep: Class 8 contains 77020 members 
Mstep: Class 9 contains 3575 members 
Mstep: Class 11 contains 10217 members 
Mstep: Class 12 contains 4844 members 
Mstep: Class 13 contains 457718 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11103 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 22 contains 11001 members 
Mstep: Class 23 contains 12781 members 
Mstep: Class 24 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198324.000000 Penalty: 39283.816406
Iteration 248Q: 19 clusters Score -4.219832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47664 members 
Mstep: Class 6 contains 6388 members 
Mstep: Class 8 contains 77020 members 
Mstep: Class 9 contains 3573 members 
Mstep: Class 11 contains 10217 members 
Mstep: Class 12 contains 4844 members 
Mstep: Class 13 contains 457720 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11103 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 22 contains 11001 members 
Mstep: Class 23 contains 12781 members 
Mstep: Class 24 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198332.000000 Penalty: 39283.816406
Iteration 249Q: 19 clusters Score -4.219833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47664 members 
Mstep: Class 6 contains 6388 members 
Mstep: Class 8 contains 77020 members 
Mstep: Class 9 contains 3574 members 
Mstep: Class 11 contains 10217 members 
Mstep: Class 12 contains 4844 members 
Mstep: Class 13 contains 457719 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11103 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 22 contains 11001 members 
Mstep: Class 23 contains 12781 members 
Mstep: Class 24 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198320.000000 Penalty: 39283.816406
Iteration 250Q: 19 clusters Score -4.219832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47664 members 
Mstep: Class 6 contains 6388 members 
Mstep: Class 8 contains 77020 members 
Mstep: Class 9 contains 3572 members 
Mstep: Class 11 contains 10217 members 
Mstep: Class 12 contains 4844 members 
Mstep: Class 13 contains 457721 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11103 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 22 contains 11001 members 
Mstep: Class 23 contains 12781 members 
Mstep: Class 24 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198332.000000 Penalty: 39283.816406
Iteration 251Q: 19 clusters Score -4.219833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 47664 members 
Mstep: Class 6 contains 6388 members 
Mstep: Class 8 contains 77020 members 
Mstep: Class 9 contains 3572 members 
Mstep: Class 11 contains 10217 members 
Mstep: Class 12 contains 4844 members 
Mstep: Class 13 contains 457721 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 11103 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 22 contains 11001 members 
Mstep: Class 23 contains 12781 members 
Mstep: Class 24 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42198332.000000 Penalty: 39283.816406
Iteration 252F: 19 clusters Score -4.219833e+07 nChanged 0
Entering ConstructFrom: 
Score: -42198332.000000 Penalty: 39283.816406
Entering ConstructFrom: 
Trying to split cluster 1 (1940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Entering Unmasked Estep 
Score: -120672.976562 Penalty: 1230.197021
	Iteration 0F: 2 clusters Score -120673 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 956 members 
Entering Unmasked Estep 
Score: -118584.585938 Penalty: 2460.394043
	Iteration 0F: 3 clusters Score -118584.6 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -119021.250000 Penalty: 2460.394043
	Iteration 1F: 3 clusters Score -119021.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -119119.812500 Penalty: 2460.394043
	Iteration 2F: 3 clusters Score -119119.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -119180.453125 Penalty: 2460.394043
	Iteration 3Q: 3 clusters Score -119180.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -119223.445312 Penalty: 2460.394043
	Iteration 4Q: 3 clusters Score -119223.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -119252.515625 Penalty: 2460.394043
	Iteration 5Q: 3 clusters Score -119252.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -119275.304688 Penalty: 2460.394043
	Iteration 6Q: 3 clusters Score -119275.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -119301.640625 Penalty: 2460.394043
	Iteration 7Q: 3 clusters Score -119301.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -119329.710938 Penalty: 2460.394043
	Iteration 8Q: 3 clusters Score -119329.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -119345.109375 Penalty: 2460.394043
	Iteration 9Q: 3 clusters Score -119345.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -119354.968750 Penalty: 2460.394043
	Iteration 10Q: 3 clusters Score -119355 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -119366.187500 Penalty: 2460.394043
	Iteration 11Q: 3 clusters Score -119366.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -119375.781250 Penalty: 2460.394043
	Iteration 12Q: 3 clusters Score -119375.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -119381.648438 Penalty: 2460.394043
	Iteration 13Q: 3 clusters Score -119381.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -119389.078125 Penalty: 2460.394043
	Iteration 14Q: 3 clusters Score -119389.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -119394.750000 Penalty: 2460.394043
	Iteration 15Q: 3 clusters Score -119394.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -119401.179688 Penalty: 2460.394043
	Iteration 16Q: 3 clusters Score -119401.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -119408.640625 Penalty: 2460.394043
	Iteration 17Q: 3 clusters Score -119408.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -119418.445312 Penalty: 2460.394043
	Iteration 18Q: 3 clusters Score -119418.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -119429.679688 Penalty: 2460.394043
	Iteration 19Q: 3 clusters Score -119429.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -119442.765625 Penalty: 2460.394043
	Iteration 20F: 3 clusters Score -119442.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -119453.718750 Penalty: 2460.394043
	Iteration 21Q: 3 clusters Score -119453.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -119465.132812 Penalty: 2460.394043
	Iteration 22Q: 3 clusters Score -119465.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -119478.929688 Penalty: 2460.394043
	Iteration 23Q: 3 clusters Score -119478.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -119485.140625 Penalty: 2460.394043
	Iteration 24Q: 3 clusters Score -119485.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -119494.757812 Penalty: 2460.394043
	Iteration 25Q: 3 clusters Score -119494.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -119503.312500 Penalty: 2460.394043
	Iteration 26Q: 3 clusters Score -119503.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -119512.539062 Penalty: 2460.394043
	Iteration 27Q: 3 clusters Score -119512.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -119522.257812 Penalty: 2460.394043
	Iteration 28Q: 3 clusters Score -119522.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -119533.304688 Penalty: 2460.394043
	Iteration 29Q: 3 clusters Score -119533.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -119539.445312 Penalty: 2460.394043
	Iteration 30Q: 3 clusters Score -119539.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -119546.742188 Penalty: 2460.394043
	Iteration 31Q: 3 clusters Score -119546.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -119556.937500 Penalty: 2460.394043
	Iteration 32Q: 3 clusters Score -119556.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -119563.718750 Penalty: 2460.394043
	Iteration 33Q: 3 clusters Score -119563.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -119571.875000 Penalty: 2460.394043
	Iteration 34Q: 3 clusters Score -119571.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -119579.296875 Penalty: 2460.394043
	Iteration 35Q: 3 clusters Score -119579.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -119585.140625 Penalty: 2460.394043
	Iteration 36Q: 3 clusters Score -119585.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -119589.617188 Penalty: 2460.394043
	Iteration 37Q: 3 clusters Score -119589.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -119595.804688 Penalty: 2460.394043
	Iteration 38Q: 3 clusters Score -119595.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -119602.171875 Penalty: 2460.394043
	Iteration 39Q: 3 clusters Score -119602.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -119609.671875 Penalty: 2460.394043
	Iteration 40F: 3 clusters Score -119609.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -119616.656250 Penalty: 2460.394043
	Iteration 41Q: 3 clusters Score -119616.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -119621.820312 Penalty: 2460.394043
	Iteration 42Q: 3 clusters Score -119621.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -119625.867188 Penalty: 2460.394043
	Iteration 43Q: 3 clusters Score -119625.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -119631.695312 Penalty: 2460.394043
	Iteration 44Q: 3 clusters Score -119631.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -119637.132812 Penalty: 2460.394043
	Iteration 45Q: 3 clusters Score -119637.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -119644.468750 Penalty: 2460.394043
	Iteration 46Q: 3 clusters Score -119644.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -119647.132812 Penalty: 2460.394043
	Iteration 47Q: 3 clusters Score -119647.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -119648.328125 Penalty: 2460.394043
	Iteration 48Q: 3 clusters Score -119648.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -119648.328125 Penalty: 2460.394043
	Iteration 49F: 3 clusters Score -119648.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Entering Unmasked Estep 
Score: -194857.140625 Penalty: 1307.251709
	Iteration 0F: 2 clusters Score -194857.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -192082.984375 Penalty: 2614.503418
	Iteration 0F: 3 clusters Score -192083 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -192725.781250 Penalty: 2614.503418
	Iteration 1F: 3 clusters Score -192725.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -192856.437500 Penalty: 2614.503418
	Iteration 2F: 3 clusters Score -192856.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -192923.234375 Penalty: 2614.503418
	Iteration 3Q: 3 clusters Score -192923.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -192965.984375 Penalty: 2614.503418
	Iteration 4Q: 3 clusters Score -192966 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -192993.453125 Penalty: 2614.503418
	Iteration 5Q: 3 clusters Score -192993.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -193014.656250 Penalty: 2614.503418
	Iteration 6Q: 3 clusters Score -193014.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -193036.781250 Penalty: 2614.503418
	Iteration 7Q: 3 clusters Score -193036.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -193057.078125 Penalty: 2614.503418
	Iteration 8Q: 3 clusters Score -193057.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -193069.625000 Penalty: 2614.503418
	Iteration 9Q: 3 clusters Score -193069.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -193081.125000 Penalty: 2614.503418
	Iteration 10Q: 3 clusters Score -193081.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -193090.843750 Penalty: 2614.503418
	Iteration 11Q: 3 clusters Score -193090.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -193099.578125 Penalty: 2614.503418
	Iteration 12Q: 3 clusters Score -193099.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -193113.890625 Penalty: 2614.503418
	Iteration 13Q: 3 clusters Score -193113.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -193123.906250 Penalty: 2614.503418
	Iteration 14Q: 3 clusters Score -193123.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -193131.781250 Penalty: 2614.503418
	Iteration 15Q: 3 clusters Score -193131.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -193139.671875 Penalty: 2614.503418
	Iteration 16Q: 3 clusters Score -193139.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -193147.000000 Penalty: 2614.503418
	Iteration 17Q: 3 clusters Score -193147 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -193154.359375 Penalty: 2614.503418
	Iteration 18Q: 3 clusters Score -193154.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -193164.296875 Penalty: 2614.503418
	Iteration 19Q: 3 clusters Score -193164.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -193175.171875 Penalty: 2614.503418
	Iteration 20F: 3 clusters Score -193175.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -193188.421875 Penalty: 2614.503418
	Iteration 21Q: 3 clusters Score -193188.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -193200.234375 Penalty: 2614.503418
	Iteration 22Q: 3 clusters Score -193200.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -193210.687500 Penalty: 2614.503418
	Iteration 23Q: 3 clusters Score -193210.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -193219.187500 Penalty: 2614.503418
	Iteration 24Q: 3 clusters Score -193219.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -193225.500000 Penalty: 2614.503418
	Iteration 25Q: 3 clusters Score -193225.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -193230.328125 Penalty: 2614.503418
	Iteration 26Q: 3 clusters Score -193230.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -193235.312500 Penalty: 2614.503418
	Iteration 27Q: 3 clusters Score -193235.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -193238.296875 Penalty: 2614.503418
	Iteration 28Q: 3 clusters Score -193238.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -193244.781250 Penalty: 2614.503418
	Iteration 29Q: 3 clusters Score -193244.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -193252.875000 Penalty: 2614.503418
	Iteration 30Q: 3 clusters Score -193252.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -193259.671875 Penalty: 2614.503418
	Iteration 31Q: 3 clusters Score -193259.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -193264.265625 Penalty: 2614.503418
	Iteration 32Q: 3 clusters Score -193264.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -193269.734375 Penalty: 2614.503418
	Iteration 33Q: 3 clusters Score -193269.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -193275.125000 Penalty: 2614.503418
	Iteration 34Q: 3 clusters Score -193275.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -193281.796875 Penalty: 2614.503418
	Iteration 35Q: 3 clusters Score -193281.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -193287.984375 Penalty: 2614.503418
	Iteration 36Q: 3 clusters Score -193288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -193294.562500 Penalty: 2614.503418
	Iteration 37Q: 3 clusters Score -193294.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -193300.687500 Penalty: 2614.503418
	Iteration 38Q: 3 clusters Score -193300.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -193305.984375 Penalty: 2614.503418
	Iteration 39Q: 3 clusters Score -193306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -193312.234375 Penalty: 2614.503418
	Iteration 40F: 3 clusters Score -193312.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -193315.875000 Penalty: 2614.503418
	Iteration 41Q: 3 clusters Score -193315.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -193321.843750 Penalty: 2614.503418
	Iteration 42Q: 3 clusters Score -193321.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -193325.750000 Penalty: 2614.503418
	Iteration 43Q: 3 clusters Score -193325.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -193329.125000 Penalty: 2614.503418
	Iteration 44Q: 3 clusters Score -193329.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -193332.765625 Penalty: 2614.503418
	Iteration 45Q: 3 clusters Score -193332.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -193337.718750 Penalty: 2614.503418
	Iteration 46Q: 3 clusters Score -193337.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -193340.000000 Penalty: 2614.503418
	Iteration 47Q: 3 clusters Score -193340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -193342.750000 Penalty: 2614.503418
	Iteration 48Q: 3 clusters Score -193342.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -193344.906250 Penalty: 2614.503418
	Iteration 49Q: 3 clusters Score -193344.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -193348.343750 Penalty: 2614.503418
	Iteration 50Q: 3 clusters Score -193348.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -193353.296875 Penalty: 2614.503418
	Iteration 51Q: 3 clusters Score -193353.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -193360.734375 Penalty: 2614.503418
	Iteration 52Q: 3 clusters Score -193360.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -193371.296875 Penalty: 2614.503418
	Iteration 53Q: 3 clusters Score -193371.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -193380.281250 Penalty: 2614.503418
	Iteration 54Q: 3 clusters Score -193380.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -193386.562500 Penalty: 2614.503418
	Iteration 55Q: 3 clusters Score -193386.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -193393.562500 Penalty: 2614.503418
	Iteration 56Q: 3 clusters Score -193393.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -193400.312500 Penalty: 2614.503418
	Iteration 57Q: 3 clusters Score -193400.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -193404.015625 Penalty: 2614.503418
	Iteration 58Q: 3 clusters Score -193404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -193407.656250 Penalty: 2614.503418
	Iteration 59Q: 3 clusters Score -193407.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -193410.937500 Penalty: 2614.503418
	Iteration 60F: 3 clusters Score -193410.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -193419.468750 Penalty: 2614.503418
	Iteration 61Q: 3 clusters Score -193419.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -193428.609375 Penalty: 2614.503418
	Iteration 62Q: 3 clusters Score -193428.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -193435.156250 Penalty: 2614.503418
	Iteration 63Q: 3 clusters Score -193435.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -193443.078125 Penalty: 2614.503418
	Iteration 64Q: 3 clusters Score -193443.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -193450.015625 Penalty: 2614.503418
	Iteration 65Q: 3 clusters Score -193450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -193453.750000 Penalty: 2614.503418
	Iteration 66Q: 3 clusters Score -193453.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -193458.078125 Penalty: 2614.503418
	Iteration 67Q: 3 clusters Score -193458.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -193462.218750 Penalty: 2614.503418
	Iteration 68Q: 3 clusters Score -193462.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -193469.406250 Penalty: 2614.503418
	Iteration 69Q: 3 clusters Score -193469.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -193476.375000 Penalty: 2614.503418
	Iteration 70Q: 3 clusters Score -193476.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -193485.234375 Penalty: 2614.503418
	Iteration 71Q: 3 clusters Score -193485.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -193491.390625 Penalty: 2614.503418
	Iteration 72Q: 3 clusters Score -193491.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -193500.015625 Penalty: 2614.503418
	Iteration 73Q: 3 clusters Score -193500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -193506.500000 Penalty: 2614.503418
	Iteration 74Q: 3 clusters Score -193506.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -193511.171875 Penalty: 2614.503418
	Iteration 75Q: 3 clusters Score -193511.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -193514.656250 Penalty: 2614.503418
	Iteration 76Q: 3 clusters Score -193514.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -193515.390625 Penalty: 2614.503418
	Iteration 77Q: 3 clusters Score -193515.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -193515.921875 Penalty: 2614.503418
	Iteration 78Q: 3 clusters Score -193515.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -193516.968750 Penalty: 2614.503418
	Iteration 79Q: 3 clusters Score -193517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -193517.000000 Penalty: 2614.503418
	Iteration 80F: 3 clusters Score -193517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -193517.390625 Penalty: 2614.503418
	Iteration 81Q: 3 clusters Score -193517.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -193517.906250 Penalty: 2614.503418
	Iteration 82Q: 3 clusters Score -193517.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -193519.156250 Penalty: 2614.503418
	Iteration 83Q: 3 clusters Score -193519.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -193520.234375 Penalty: 2614.503418
	Iteration 84Q: 3 clusters Score -193520.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -193520.828125 Penalty: 2614.503418
	Iteration 85Q: 3 clusters Score -193520.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -193521.328125 Penalty: 2614.503418
	Iteration 86Q: 3 clusters Score -193521.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -193522.546875 Penalty: 2614.503418
	Iteration 87Q: 3 clusters Score -193522.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -193525.218750 Penalty: 2614.503418
	Iteration 88Q: 3 clusters Score -193525.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -193526.250000 Penalty: 2614.503418
	Iteration 89Q: 3 clusters Score -193526.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -193526.828125 Penalty: 2614.503418
	Iteration 90Q: 3 clusters Score -193526.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -193527.578125 Penalty: 2614.503418
	Iteration 91Q: 3 clusters Score -193527.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -193528.343750 Penalty: 2614.503418
	Iteration 92Q: 3 clusters Score -193528.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -193530.125000 Penalty: 2614.503418
	Iteration 93Q: 3 clusters Score -193530.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -193531.468750 Penalty: 2614.503418
	Iteration 94Q: 3 clusters Score -193531.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -193533.656250 Penalty: 2614.503418
	Iteration 95Q: 3 clusters Score -193533.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -193536.921875 Penalty: 2614.503418
	Iteration 96Q: 3 clusters Score -193536.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -193538.156250 Penalty: 2614.503418
	Iteration 97Q: 3 clusters Score -193538.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -193539.359375 Penalty: 2614.503418
	Iteration 98Q: 3 clusters Score -193539.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -193540.296875 Penalty: 2614.503418
	Iteration 99Q: 3 clusters Score -193540.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -193541.046875 Penalty: 2614.503418
	Iteration 100F: 3 clusters Score -193541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -193541.625000 Penalty: 2614.503418
	Iteration 101Q: 3 clusters Score -193541.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -193541.453125 Penalty: 2614.503418
	Iteration 102Q: 3 clusters Score -193541.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -193542.203125 Penalty: 2614.503418
	Iteration 103Q: 3 clusters Score -193542.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -193542.203125 Penalty: 2614.503418
	Iteration 104F: 3 clusters Score -193542.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Entering Unmasked Estep 
Score: -397744.000000 Penalty: 1414.481567
	Iteration 0F: 2 clusters Score -397744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -393094.281250 Penalty: 2828.963135
	Iteration 0F: 3 clusters Score -393094.3 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -394399.906250 Penalty: 2828.963135
	Iteration 1F: 3 clusters Score -394399.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -394568.468750 Penalty: 2828.963135
	Iteration 2F: 3 clusters Score -394568.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -394698.218750 Penalty: 2828.963135
	Iteration 3Q: 3 clusters Score -394698.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -394808.218750 Penalty: 2828.963135
	Iteration 4Q: 3 clusters Score -394808.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -394909.250000 Penalty: 2828.963135
	Iteration 5Q: 3 clusters Score -394909.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -394990.531250 Penalty: 2828.963135
	Iteration 6Q: 3 clusters Score -394990.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -395060.375000 Penalty: 2828.963135
	Iteration 7Q: 3 clusters Score -395060.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -395121.843750 Penalty: 2828.963135
	Iteration 8Q: 3 clusters Score -395121.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -395175.843750 Penalty: 2828.963135
	Iteration 9Q: 3 clusters Score -395175.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -395228.625000 Penalty: 2828.963135
	Iteration 10Q: 3 clusters Score -395228.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -395282.281250 Penalty: 2828.963135
	Iteration 11Q: 3 clusters Score -395282.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -395325.093750 Penalty: 2828.963135
	Iteration 12Q: 3 clusters Score -395325.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -395367.937500 Penalty: 2828.963135
	Iteration 13Q: 3 clusters Score -395367.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -395417.656250 Penalty: 2828.963135
	Iteration 14Q: 3 clusters Score -395417.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -395473.218750 Penalty: 2828.963135
	Iteration 15Q: 3 clusters Score -395473.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -395538.375000 Penalty: 2828.963135
	Iteration 16Q: 3 clusters Score -395538.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -395622.937500 Penalty: 2828.963135
	Iteration 17Q: 3 clusters Score -395622.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -395727.281250 Penalty: 2828.963135
	Iteration 18Q: 3 clusters Score -395727.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -395802.875000 Penalty: 2828.963135
	Iteration 19Q: 3 clusters Score -395802.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -395852.937500 Penalty: 2828.963135
	Iteration 20F: 3 clusters Score -395852.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -395897.843750 Penalty: 2828.963135
	Iteration 21Q: 3 clusters Score -395897.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -395933.343750 Penalty: 2828.963135
	Iteration 22Q: 3 clusters Score -395933.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -395956.500000 Penalty: 2828.963135
	Iteration 23Q: 3 clusters Score -395956.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -395975.562500 Penalty: 2828.963135
	Iteration 24Q: 3 clusters Score -395975.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -395994.406250 Penalty: 2828.963135
	Iteration 25Q: 3 clusters Score -395994.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -396015.218750 Penalty: 2828.963135
	Iteration 26Q: 3 clusters Score -396015.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -396032.500000 Penalty: 2828.963135
	Iteration 27Q: 3 clusters Score -396032.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -396042.468750 Penalty: 2828.963135
	Iteration 28Q: 3 clusters Score -396042.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -396054.250000 Penalty: 2828.963135
	Iteration 29Q: 3 clusters Score -396054.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -396062.031250 Penalty: 2828.963135
	Iteration 30Q: 3 clusters Score -396062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -396068.500000 Penalty: 2828.963135
	Iteration 31Q: 3 clusters Score -396068.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -396074.500000 Penalty: 2828.963135
	Iteration 32Q: 3 clusters Score -396074.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -396081.656250 Penalty: 2828.963135
	Iteration 33Q: 3 clusters Score -396081.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -396086.906250 Penalty: 2828.963135
	Iteration 34Q: 3 clusters Score -396086.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -396093.906250 Penalty: 2828.963135
	Iteration 35Q: 3 clusters Score -396093.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -396102.781250 Penalty: 2828.963135
	Iteration 36Q: 3 clusters Score -396102.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -396111.656250 Penalty: 2828.963135
	Iteration 37Q: 3 clusters Score -396111.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -396122.125000 Penalty: 2828.963135
	Iteration 38Q: 3 clusters Score -396122.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -396131.968750 Penalty: 2828.963135
	Iteration 39Q: 3 clusters Score -396132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -396140.687500 Penalty: 2828.963135
	Iteration 40F: 3 clusters Score -396140.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -396147.562500 Penalty: 2828.963135
	Iteration 41Q: 3 clusters Score -396147.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -396153.187500 Penalty: 2828.963135
	Iteration 42Q: 3 clusters Score -396153.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -396159.656250 Penalty: 2828.963135
	Iteration 43Q: 3 clusters Score -396159.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -396164.093750 Penalty: 2828.963135
	Iteration 44Q: 3 clusters Score -396164.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -396166.468750 Penalty: 2828.963135
	Iteration 45Q: 3 clusters Score -396166.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -396168.437500 Penalty: 2828.963135
	Iteration 46Q: 3 clusters Score -396168.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -396171.500000 Penalty: 2828.963135
	Iteration 47Q: 3 clusters Score -396171.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -396173.625000 Penalty: 2828.963135
	Iteration 48Q: 3 clusters Score -396173.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -396174.843750 Penalty: 2828.963135
	Iteration 49Q: 3 clusters Score -396174.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -396176.750000 Penalty: 2828.963135
	Iteration 50Q: 3 clusters Score -396176.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -396178.093750 Penalty: 2828.963135
	Iteration 51Q: 3 clusters Score -396178.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -396179.406250 Penalty: 2828.963135
	Iteration 52Q: 3 clusters Score -396179.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -396179.656250 Penalty: 2828.963135
	Iteration 53Q: 3 clusters Score -396179.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -396180.093750 Penalty: 2828.963135
	Iteration 54Q: 3 clusters Score -396180.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -396179.406250 Penalty: 2828.963135
	Iteration 55Q: 3 clusters Score -396179.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -396179.812500 Penalty: 2828.963135
	Iteration 56Q: 3 clusters Score -396179.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -396181.843750 Penalty: 2828.963135
	Iteration 57Q: 3 clusters Score -396181.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -396182.500000 Penalty: 2828.963135
	Iteration 58Q: 3 clusters Score -396182.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -396183.906250 Penalty: 2828.963135
	Iteration 59Q: 3 clusters Score -396183.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -396185.531250 Penalty: 2828.963135
	Iteration 60F: 3 clusters Score -396185.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -396189.312500 Penalty: 2828.963135
	Iteration 61Q: 3 clusters Score -396189.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -396190.593750 Penalty: 2828.963135
	Iteration 62Q: 3 clusters Score -396190.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -396192.000000 Penalty: 2828.963135
	Iteration 63Q: 3 clusters Score -396192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -396193.656250 Penalty: 2828.963135
	Iteration 64Q: 3 clusters Score -396193.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -396196.843750 Penalty: 2828.963135
	Iteration 65Q: 3 clusters Score -396196.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -396200.562500 Penalty: 2828.963135
	Iteration 66Q: 3 clusters Score -396200.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -396202.437500 Penalty: 2828.963135
	Iteration 67Q: 3 clusters Score -396202.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -396202.843750 Penalty: 2828.963135
	Iteration 68Q: 3 clusters Score -396202.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -396204.125000 Penalty: 2828.963135
	Iteration 69Q: 3 clusters Score -396204.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -396204.875000 Penalty: 2828.963135
	Iteration 70Q: 3 clusters Score -396204.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -396206.718750 Penalty: 2828.963135
	Iteration 71Q: 3 clusters Score -396206.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -396208.968750 Penalty: 2828.963135
	Iteration 72Q: 3 clusters Score -396209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -396208.875000 Penalty: 2828.963135
	Iteration 73Q: 3 clusters Score -396208.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -396209.750000 Penalty: 2828.963135
	Iteration 74Q: 3 clusters Score -396209.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -396210.593750 Penalty: 2828.963135
	Iteration 75Q: 3 clusters Score -396210.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -396212.031250 Penalty: 2828.963135
	Iteration 76Q: 3 clusters Score -396212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -396212.156250 Penalty: 2828.963135
	Iteration 77Q: 3 clusters Score -396212.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -396213.093750 Penalty: 2828.963135
	Iteration 78Q: 3 clusters Score -396213.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -396214.781250 Penalty: 2828.963135
	Iteration 79Q: 3 clusters Score -396214.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -396217.250000 Penalty: 2828.963135
	Iteration 80F: 3 clusters Score -396217.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -396219.312500 Penalty: 2828.963135
	Iteration 81Q: 3 clusters Score -396219.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -396222.468750 Penalty: 2828.963135
	Iteration 82Q: 3 clusters Score -396222.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -396225.843750 Penalty: 2828.963135
	Iteration 83Q: 3 clusters Score -396225.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -396228.312500 Penalty: 2828.963135
	Iteration 84Q: 3 clusters Score -396228.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -396233.156250 Penalty: 2828.963135
	Iteration 85Q: 3 clusters Score -396233.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -396236.531250 Penalty: 2828.963135
	Iteration 86Q: 3 clusters Score -396236.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -396241.000000 Penalty: 2828.963135
	Iteration 87Q: 3 clusters Score -396241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -396244.062500 Penalty: 2828.963135
	Iteration 88Q: 3 clusters Score -396244.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -396245.406250 Penalty: 2828.963135
	Iteration 89Q: 3 clusters Score -396245.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -396245.000000 Penalty: 2828.963135
	Iteration 90Q: 3 clusters Score -396245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -396245.250000 Penalty: 2828.963135
	Iteration 91Q: 3 clusters Score -396245.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -396245.406250 Penalty: 2828.963135
	Iteration 92Q: 3 clusters Score -396245.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -396246.187500 Penalty: 2828.963135
	Iteration 93Q: 3 clusters Score -396246.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -396246.062500 Penalty: 2828.963135
	Iteration 94Q: 3 clusters Score -396246.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -396247.531250 Penalty: 2828.963135
	Iteration 95Q: 3 clusters Score -396247.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -396246.906250 Penalty: 2828.963135
	Iteration 96Q: 3 clusters Score -396246.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -396247.093750 Penalty: 2828.963135
	Iteration 97Q: 3 clusters Score -396247.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -396246.843750 Penalty: 2828.963135
	Iteration 98Q: 3 clusters Score -396246.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -396247.718750 Penalty: 2828.963135
	Iteration 99Q: 3 clusters Score -396247.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -396247.718750 Penalty: 2828.963135
	Iteration 100F: 3 clusters Score -396247.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47664 members 
Entering Unmasked Estep 
Score: -3084131.500000 Penalty: 1750.438843
	Iteration 0F: 2 clusters Score -3084132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -3052221.000000 Penalty: 3500.877686
	Iteration 0F: 3 clusters Score -3052221 nChanged 22273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -3065066.250000 Penalty: 3500.877686
	Iteration 1F: 3 clusters Score -3065066 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -3066068.750000 Penalty: 3500.877686
	Iteration 2Q: 3 clusters Score -3066069 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -3067528.500000 Penalty: 3500.877686
	Iteration 3F: 3 clusters Score -3067528 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -3069412.500000 Penalty: 3500.877686
	Iteration 4F: 3 clusters Score -3069412 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -3071507.500000 Penalty: 3500.877686
	Iteration 5F: 3 clusters Score -3071508 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -3073508.500000 Penalty: 3500.877686
	Iteration 6F: 3 clusters Score -3073508 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -3075408.750000 Penalty: 3500.877686
	Iteration 7F: 3 clusters Score -3075409 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -3077015.000000 Penalty: 3500.877686
	Iteration 8F: 3 clusters Score -3077015 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -3078034.500000 Penalty: 3500.877686
	Iteration 9Q: 3 clusters Score -3078034 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -3078527.250000 Penalty: 3500.877686
	Iteration 10Q: 3 clusters Score -3078527 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -3078800.000000 Penalty: 3500.877686
	Iteration 11Q: 3 clusters Score -3078800 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -3079026.000000 Penalty: 3500.877686
	Iteration 12Q: 3 clusters Score -3079026 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -3079255.750000 Penalty: 3500.877686
	Iteration 13Q: 3 clusters Score -3079256 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -3079449.250000 Penalty: 3500.877686
	Iteration 14Q: 3 clusters Score -3079449 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -3079638.750000 Penalty: 3500.877686
	Iteration 15Q: 3 clusters Score -3079639 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -3079849.500000 Penalty: 3500.877686
	Iteration 16Q: 3 clusters Score -3079850 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
Score: -3080021.500000 Penalty: 3500.877686
	Iteration 17Q: 3 clusters Score -3080022 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
Score: -3080204.500000 Penalty: 3500.877686
	Iteration 18Q: 3 clusters Score -3080204 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 37472 members 
Entering Unmasked Estep 
Score: -3080362.500000 Penalty: 3500.877686
	Iteration 19Q: 3 clusters Score -3080362 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -3080528.750000 Penalty: 3500.877686
	Iteration 20F: 3 clusters Score -3080529 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -3080695.000000 Penalty: 3500.877686
	Iteration 21Q: 3 clusters Score -3080695 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -3080849.250000 Penalty: 3500.877686
	Iteration 22Q: 3 clusters Score -3080849 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -3080992.750000 Penalty: 3500.877686
	Iteration 23Q: 3 clusters Score -3080993 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -3081145.500000 Penalty: 3500.877686
	Iteration 24Q: 3 clusters Score -3081146 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -3081290.750000 Penalty: 3500.877686
	Iteration 25Q: 3 clusters Score -3081291 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -3081447.500000 Penalty: 3500.877686
	Iteration 26Q: 3 clusters Score -3081448 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -3081592.250000 Penalty: 3500.877686
	Iteration 27Q: 3 clusters Score -3081592 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -3081735.250000 Penalty: 3500.877686
	Iteration 28Q: 3 clusters Score -3081735 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -3081924.250000 Penalty: 3500.877686
	Iteration 29Q: 3 clusters Score -3081924 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -3082138.250000 Penalty: 3500.877686
	Iteration 30Q: 3 clusters Score -3082138 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 42898 members 
Entering Unmasked Estep 
Score: -3082345.500000 Penalty: 3500.877686
	Iteration 31Q: 3 clusters Score -3082346 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -3082508.750000 Penalty: 3500.877686
	Iteration 32Q: 3 clusters Score -3082509 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -3082672.500000 Penalty: 3500.877686
	Iteration 33Q: 3 clusters Score -3082672 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -3082836.250000 Penalty: 3500.877686
	Iteration 34Q: 3 clusters Score -3082836 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -3082991.750000 Penalty: 3500.877686
	Iteration 35Q: 3 clusters Score -3082992 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 44303 members 
Entering Unmasked Estep 
Score: -3083100.500000 Penalty: 3500.877686
	Iteration 36Q: 3 clusters Score -3083100 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -3083177.750000 Penalty: 3500.877686
	Iteration 37Q: 3 clusters Score -3083178 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -3083222.750000 Penalty: 3500.877686
	Iteration 38Q: 3 clusters Score -3083223 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 44713 members 
Entering Unmasked Estep 
Score: -3083257.250000 Penalty: 3500.877686
	Iteration 39Q: 3 clusters Score -3083257 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 44798 members 
Entering Unmasked Estep 
Score: -3083276.750000 Penalty: 3500.877686
	Iteration 40F: 3 clusters Score -3083277 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -3083290.000000 Penalty: 3500.877686
	Iteration 41Q: 3 clusters Score -3083290 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 44945 members 
Entering Unmasked Estep 
Score: -3083317.750000 Penalty: 3500.877686
	Iteration 42Q: 3 clusters Score -3083318 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -3083328.500000 Penalty: 3500.877686
	Iteration 43Q: 3 clusters Score -3083328 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 45063 members 
Entering Unmasked Estep 
Score: -3083347.250000 Penalty: 3500.877686
	Iteration 44Q: 3 clusters Score -3083347 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -3083367.500000 Penalty: 3500.877686
	Iteration 45Q: 3 clusters Score -3083368 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -3083371.750000 Penalty: 3500.877686
	Iteration 46Q: 3 clusters Score -3083372 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -3083369.500000 Penalty: 3500.877686
	Iteration 47Q: 3 clusters Score -3083370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -3083375.500000 Penalty: 3500.877686
	Iteration 48Q: 3 clusters Score -3083376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 45238 members 
Entering Unmasked Estep 
Score: -3083375.500000 Penalty: 3500.877686
	Iteration 49Q: 3 clusters Score -3083376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -3083379.250000 Penalty: 3500.877686
	Iteration 50Q: 3 clusters Score -3083379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 45278 members 
Entering Unmasked Estep 
Score: -3083380.750000 Penalty: 3500.877686
	Iteration 51Q: 3 clusters Score -3083381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 45289 members 
Entering Unmasked Estep 
Score: -3083382.500000 Penalty: 3500.877686
	Iteration 52Q: 3 clusters Score -3083382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -3083384.000000 Penalty: 3500.877686
	Iteration 53Q: 3 clusters Score -3083384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 45300 members 
Entering Unmasked Estep 
Score: -3083380.750000 Penalty: 3500.877686
	Iteration 54Q: 3 clusters Score -3083381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -3083384.750000 Penalty: 3500.877686
	Iteration 55Q: 3 clusters Score -3083385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -3083392.000000 Penalty: 3500.877686
	Iteration 56Q: 3 clusters Score -3083392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -3083392.000000 Penalty: 3500.877686
	Iteration 57Q: 3 clusters Score -3083392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 45326 members 
Entering Unmasked Estep 
Score: -3083392.750000 Penalty: 3500.877686
	Iteration 58Q: 3 clusters Score -3083393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 45336 members 
Entering Unmasked Estep 
Score: -3083389.500000 Penalty: 3500.877686
	Iteration 59Q: 3 clusters Score -3083390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 45348 members 
Entering Unmasked Estep 
Score: -3083392.500000 Penalty: 3500.877686
	Iteration 60F: 3 clusters Score -3083392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 45356 members 
Entering Unmasked Estep 
Score: -3083392.000000 Penalty: 3500.877686
	Iteration 61Q: 3 clusters Score -3083392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 45367 members 
Entering Unmasked Estep 
Score: -3083395.500000 Penalty: 3500.877686
	Iteration 62Q: 3 clusters Score -3083396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 45372 members 
Entering Unmasked Estep 
Score: -3083396.750000 Penalty: 3500.877686
	Iteration 63Q: 3 clusters Score -3083397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 45377 members 
Entering Unmasked Estep 
Score: -3083395.750000 Penalty: 3500.877686
	Iteration 64Q: 3 clusters Score -3083396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 45384 members 
Entering Unmasked Estep 
Score: -3083392.000000 Penalty: 3500.877686
	Iteration 65Q: 3 clusters Score -3083392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 45388 members 
Entering Unmasked Estep 
Score: -3083391.500000 Penalty: 3500.877686
	Iteration 66Q: 3 clusters Score -3083392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 45393 members 
Entering Unmasked Estep 
Score: -3083399.750000 Penalty: 3500.877686
	Iteration 67Q: 3 clusters Score -3083400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -3083400.250000 Penalty: 3500.877686
	Iteration 68Q: 3 clusters Score -3083400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
Score: -3083398.250000 Penalty: 3500.877686
	Iteration 69Q: 3 clusters Score -3083398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
Score: -3083400.500000 Penalty: 3500.877686
	Iteration 70Q: 3 clusters Score -3083400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 45403 members 
Entering Unmasked Estep 
Score: -3083402.750000 Penalty: 3500.877686
	Iteration 71Q: 3 clusters Score -3083403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 45403 members 
Entering Unmasked Estep 
Score: -3083402.750000 Penalty: 3500.877686
	Iteration 72F: 3 clusters Score -3083403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Entering Unmasked Estep 
Score: -349810.437500 Penalty: 1423.853638
	Iteration 0F: 2 clusters Score -349810.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -344941.156250 Penalty: 2847.707275
	Iteration 0F: 3 clusters Score -344941.2 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -346487.468750 Penalty: 2847.707275
	Iteration 1F: 3 clusters Score -346487.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -346753.218750 Penalty: 2847.707275
	Iteration 2F: 3 clusters Score -346753.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -346967.812500 Penalty: 2847.707275
	Iteration 3F: 3 clusters Score -346967.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -347131.968750 Penalty: 2847.707275
	Iteration 4Q: 3 clusters Score -347132 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -347253.781250 Penalty: 2847.707275
	Iteration 5Q: 3 clusters Score -347253.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -347362.250000 Penalty: 2847.707275
	Iteration 6Q: 3 clusters Score -347362.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -347460.375000 Penalty: 2847.707275
	Iteration 7Q: 3 clusters Score -347460.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -347569.468750 Penalty: 2847.707275
	Iteration 8Q: 3 clusters Score -347569.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -347701.562500 Penalty: 2847.707275
	Iteration 9Q: 3 clusters Score -347701.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -347870.406250 Penalty: 2847.707275
	Iteration 10Q: 3 clusters Score -347870.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -348005.187500 Penalty: 2847.707275
	Iteration 11Q: 3 clusters Score -348005.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -348093.562500 Penalty: 2847.707275
	Iteration 12Q: 3 clusters Score -348093.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -348161.875000 Penalty: 2847.707275
	Iteration 13Q: 3 clusters Score -348161.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -348218.562500 Penalty: 2847.707275
	Iteration 14Q: 3 clusters Score -348218.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -348276.093750 Penalty: 2847.707275
	Iteration 15Q: 3 clusters Score -348276.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -348332.093750 Penalty: 2847.707275
	Iteration 16Q: 3 clusters Score -348332.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -348382.250000 Penalty: 2847.707275
	Iteration 17Q: 3 clusters Score -348382.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -348431.718750 Penalty: 2847.707275
	Iteration 18Q: 3 clusters Score -348431.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -348466.812500 Penalty: 2847.707275
	Iteration 19Q: 3 clusters Score -348466.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -348508.437500 Penalty: 2847.707275
	Iteration 20F: 3 clusters Score -348508.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -348549.500000 Penalty: 2847.707275
	Iteration 21Q: 3 clusters Score -348549.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -348600.406250 Penalty: 2847.707275
	Iteration 22Q: 3 clusters Score -348600.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -348646.875000 Penalty: 2847.707275
	Iteration 23Q: 3 clusters Score -348646.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -348690.500000 Penalty: 2847.707275
	Iteration 24Q: 3 clusters Score -348690.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -348732.406250 Penalty: 2847.707275
	Iteration 25Q: 3 clusters Score -348732.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -348761.937500 Penalty: 2847.707275
	Iteration 26Q: 3 clusters Score -348761.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -348787.000000 Penalty: 2847.707275
	Iteration 27Q: 3 clusters Score -348787 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -348804.187500 Penalty: 2847.707275
	Iteration 28Q: 3 clusters Score -348804.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -348815.187500 Penalty: 2847.707275
	Iteration 29Q: 3 clusters Score -348815.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -348822.875000 Penalty: 2847.707275
	Iteration 30Q: 3 clusters Score -348822.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -348826.875000 Penalty: 2847.707275
	Iteration 31Q: 3 clusters Score -348826.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -348830.031250 Penalty: 2847.707275
	Iteration 32Q: 3 clusters Score -348830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -348834.656250 Penalty: 2847.707275
	Iteration 33Q: 3 clusters Score -348834.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -348840.343750 Penalty: 2847.707275
	Iteration 34Q: 3 clusters Score -348840.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -348843.687500 Penalty: 2847.707275
	Iteration 35Q: 3 clusters Score -348843.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -348845.250000 Penalty: 2847.707275
	Iteration 36Q: 3 clusters Score -348845.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -348846.031250 Penalty: 2847.707275
	Iteration 37Q: 3 clusters Score -348846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -348846.468750 Penalty: 2847.707275
	Iteration 38Q: 3 clusters Score -348846.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -348848.625000 Penalty: 2847.707275
	Iteration 39Q: 3 clusters Score -348848.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -348849.531250 Penalty: 2847.707275
	Iteration 40F: 3 clusters Score -348849.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -348849.812500 Penalty: 2847.707275
	Iteration 41Q: 3 clusters Score -348849.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -348849.812500 Penalty: 2847.707275
	Iteration 42F: 3 clusters Score -348849.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (77020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77020 members 
Entering Unmasked Estep 
Score: -4837023.500000 Penalty: 1828.420898
	Iteration 0F: 2 clusters Score -4837024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -4785587.500000 Penalty: 3656.841797
	Iteration 0F: 3 clusters Score -4785588 nChanged 36463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
Score: -4807892.000000 Penalty: 3656.841797
	Iteration 1F: 3 clusters Score -4807892 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 44041 members 
Entering Unmasked Estep 
Score: -4809514.000000 Penalty: 3656.841797
	Iteration 2F: 3 clusters Score -4809514 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -4811839.500000 Penalty: 3656.841797
	Iteration 3F: 3 clusters Score -4811840 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 50963 members 
Entering Unmasked Estep 
Score: -4814895.500000 Penalty: 3656.841797
	Iteration 4F: 3 clusters Score -4814896 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 55398 members 
Entering Unmasked Estep 
Score: -4818347.000000 Penalty: 3656.841797
	Iteration 5F: 3 clusters Score -4818347 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 59876 members 
Entering Unmasked Estep 
Score: -4821728.500000 Penalty: 3656.841797
	Iteration 6F: 3 clusters Score -4821728 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 64196 members 
Entering Unmasked Estep 
Score: -4825157.500000 Penalty: 3656.841797
	Iteration 7F: 3 clusters Score -4825158 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 68016 members 
Entering Unmasked Estep 
Score: -4828242.500000 Penalty: 3656.841797
	Iteration 8Q: 3 clusters Score -4828242 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 71168 members 
Entering Unmasked Estep 
Score: -4830803.500000 Penalty: 3656.841797
	Iteration 9Q: 3 clusters Score -4830804 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 73483 members 
Entering Unmasked Estep 
Score: -4832736.000000 Penalty: 3656.841797
	Iteration 10Q: 3 clusters Score -4832736 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 74984 members 
Entering Unmasked Estep 
Score: -4833992.500000 Penalty: 3656.841797
	Iteration 11Q: 3 clusters Score -4833992 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 75797 members 
Entering Unmasked Estep 
Score: -4834632.000000 Penalty: 3656.841797
	Iteration 12Q: 3 clusters Score -4834632 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 76205 members 
Entering Unmasked Estep 
Score: -4834983.500000 Penalty: 3656.841797
	Iteration 13Q: 3 clusters Score -4834984 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 76450 members 
Entering Unmasked Estep 
Score: -4835209.000000 Penalty: 3656.841797
	Iteration 14Q: 3 clusters Score -4835209 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 76560 members 
Entering Unmasked Estep 
Score: -4835314.000000 Penalty: 3656.841797
	Iteration 15Q: 3 clusters Score -4835314 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 76613 members 
Entering Unmasked Estep 
Score: -4835371.000000 Penalty: 3656.841797
	Iteration 16Q: 3 clusters Score -4835371 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 76647 members 
Entering Unmasked Estep 
Score: -4835406.500000 Penalty: 3656.841797
	Iteration 17Q: 3 clusters Score -4835406 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 76674 members 
Entering Unmasked Estep 
Score: -4835436.500000 Penalty: 3656.841797
	Iteration 18Q: 3 clusters Score -4835436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 76687 members 
Entering Unmasked Estep 
Score: -4835452.500000 Penalty: 3656.841797
	Iteration 19Q: 3 clusters Score -4835452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 76700 members 
Entering Unmasked Estep 
Score: -4835469.000000 Penalty: 3656.841797
	Iteration 20F: 3 clusters Score -4835469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 76712 members 
Entering Unmasked Estep 
Score: -4835480.500000 Penalty: 3656.841797
	Iteration 21Q: 3 clusters Score -4835480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 76715 members 
Entering Unmasked Estep 
Score: -4835490.000000 Penalty: 3656.841797
	Iteration 22Q: 3 clusters Score -4835490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 76719 members 
Entering Unmasked Estep 
Score: -4835490.000000 Penalty: 3656.841797
	Iteration 23Q: 3 clusters Score -4835490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 76722 members 
Entering Unmasked Estep 
Score: -4835490.000000 Penalty: 3656.841797
	Iteration 24Q: 3 clusters Score -4835490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 76726 members 
Entering Unmasked Estep 
Score: -4835495.500000 Penalty: 3656.841797
	Iteration 25Q: 3 clusters Score -4835496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 76726 members 
Entering Unmasked Estep 
Score: -4835495.500000 Penalty: 3656.841797
	Iteration 26F: 3 clusters Score -4835496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Entering Unmasked Estep 
Score: -240125.531250 Penalty: 1329.393066
	Iteration 0F: 2 clusters Score -240125.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -237020.937500 Penalty: 2658.786133
	Iteration 0F: 3 clusters Score -237020.9 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -237737.296875 Penalty: 2658.786133
	Iteration 1F: 3 clusters Score -237737.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -237863.484375 Penalty: 2658.786133
	Iteration 2F: 3 clusters Score -237863.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -237940.015625 Penalty: 2658.786133
	Iteration 3Q: 3 clusters Score -237940 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -238011.953125 Penalty: 2658.786133
	Iteration 4Q: 3 clusters Score -238012 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -238073.921875 Penalty: 2658.786133
	Iteration 5Q: 3 clusters Score -238073.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -238135.000000 Penalty: 2658.786133
	Iteration 6Q: 3 clusters Score -238135 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -238200.343750 Penalty: 2658.786133
	Iteration 7Q: 3 clusters Score -238200.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -238264.828125 Penalty: 2658.786133
	Iteration 8Q: 3 clusters Score -238264.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -238328.343750 Penalty: 2658.786133
	Iteration 9Q: 3 clusters Score -238328.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -238382.781250 Penalty: 2658.786133
	Iteration 10Q: 3 clusters Score -238382.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -238451.703125 Penalty: 2658.786133
	Iteration 11Q: 3 clusters Score -238451.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -238531.250000 Penalty: 2658.786133
	Iteration 12Q: 3 clusters Score -238531.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -238606.640625 Penalty: 2658.786133
	Iteration 13Q: 3 clusters Score -238606.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -238666.687500 Penalty: 2658.786133
	Iteration 14Q: 3 clusters Score -238666.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -238720.140625 Penalty: 2658.786133
	Iteration 15Q: 3 clusters Score -238720.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -238766.109375 Penalty: 2658.786133
	Iteration 16Q: 3 clusters Score -238766.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -238807.437500 Penalty: 2658.786133
	Iteration 17Q: 3 clusters Score -238807.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -238837.203125 Penalty: 2658.786133
	Iteration 18Q: 3 clusters Score -238837.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -238862.343750 Penalty: 2658.786133
	Iteration 19Q: 3 clusters Score -238862.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -238877.093750 Penalty: 2658.786133
	Iteration 20F: 3 clusters Score -238877.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -238890.171875 Penalty: 2658.786133
	Iteration 21Q: 3 clusters Score -238890.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -238895.562500 Penalty: 2658.786133
	Iteration 22Q: 3 clusters Score -238895.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -238898.328125 Penalty: 2658.786133
	Iteration 23Q: 3 clusters Score -238898.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -238902.734375 Penalty: 2658.786133
	Iteration 24Q: 3 clusters Score -238902.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -238907.437500 Penalty: 2658.786133
	Iteration 25Q: 3 clusters Score -238907.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -238910.234375 Penalty: 2658.786133
	Iteration 26Q: 3 clusters Score -238910.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -238910.687500 Penalty: 2658.786133
	Iteration 27Q: 3 clusters Score -238910.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -238911.156250 Penalty: 2658.786133
	Iteration 28Q: 3 clusters Score -238911.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -238912.015625 Penalty: 2658.786133
	Iteration 29Q: 3 clusters Score -238912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -238912.359375 Penalty: 2658.786133
	Iteration 30Q: 3 clusters Score -238912.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -238915.828125 Penalty: 2658.786133
	Iteration 31Q: 3 clusters Score -238915.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -238915.828125 Penalty: 2658.786133
	Iteration 32F: 3 clusters Score -238915.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Entering Unmasked Estep 
Score: -670126.187500 Penalty: 1500.168945
	Iteration 0F: 2 clusters Score -670126.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -662783.625000 Penalty: 3000.337891
	Iteration 0F: 3 clusters Score -662783.6 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -665090.437500 Penalty: 3000.337891
	Iteration 1F: 3 clusters Score -665090.4 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -665344.812500 Penalty: 3000.337891
	Iteration 2F: 3 clusters Score -665344.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -665577.812500 Penalty: 3000.337891
	Iteration 3F: 3 clusters Score -665577.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -665837.625000 Penalty: 3000.337891
	Iteration 4Q: 3 clusters Score -665837.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -666146.250000 Penalty: 3000.337891
	Iteration 5Q: 3 clusters Score -666146.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -666474.000000 Penalty: 3000.337891
	Iteration 6Q: 3 clusters Score -666474 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -666836.687500 Penalty: 3000.337891
	Iteration 7Q: 3 clusters Score -666836.7 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -667208.937500 Penalty: 3000.337891
	Iteration 8Q: 3 clusters Score -667208.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -667567.937500 Penalty: 3000.337891
	Iteration 9Q: 3 clusters Score -667567.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -667840.750000 Penalty: 3000.337891
	Iteration 10Q: 3 clusters Score -667840.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -668006.187500 Penalty: 3000.337891
	Iteration 11Q: 3 clusters Score -668006.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -668109.062500 Penalty: 3000.337891
	Iteration 12Q: 3 clusters Score -668109.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -668172.625000 Penalty: 3000.337891
	Iteration 13Q: 3 clusters Score -668172.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -668213.562500 Penalty: 3000.337891
	Iteration 14Q: 3 clusters Score -668213.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -668250.125000 Penalty: 3000.337891
	Iteration 15Q: 3 clusters Score -668250.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -668281.250000 Penalty: 3000.337891
	Iteration 16Q: 3 clusters Score -668281.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -668310.000000 Penalty: 3000.337891
	Iteration 17Q: 3 clusters Score -668310 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -668334.125000 Penalty: 3000.337891
	Iteration 18Q: 3 clusters Score -668334.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -668357.312500 Penalty: 3000.337891
	Iteration 19Q: 3 clusters Score -668357.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -668377.000000 Penalty: 3000.337891
	Iteration 20F: 3 clusters Score -668377 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -668397.250000 Penalty: 3000.337891
	Iteration 21Q: 3 clusters Score -668397.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -668413.625000 Penalty: 3000.337891
	Iteration 22Q: 3 clusters Score -668413.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -668436.125000 Penalty: 3000.337891
	Iteration 23Q: 3 clusters Score -668436.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -668456.250000 Penalty: 3000.337891
	Iteration 24Q: 3 clusters Score -668456.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -668479.937500 Penalty: 3000.337891
	Iteration 25Q: 3 clusters Score -668479.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -668493.312500 Penalty: 3000.337891
	Iteration 26Q: 3 clusters Score -668493.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -668503.375000 Penalty: 3000.337891
	Iteration 27Q: 3 clusters Score -668503.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -668511.500000 Penalty: 3000.337891
	Iteration 28Q: 3 clusters Score -668511.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -668520.312500 Penalty: 3000.337891
	Iteration 29Q: 3 clusters Score -668520.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -668533.250000 Penalty: 3000.337891
	Iteration 30Q: 3 clusters Score -668533.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -668541.125000 Penalty: 3000.337891
	Iteration 31Q: 3 clusters Score -668541.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -668549.875000 Penalty: 3000.337891
	Iteration 32Q: 3 clusters Score -668549.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -668557.000000 Penalty: 3000.337891
	Iteration 33Q: 3 clusters Score -668557 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -668559.937500 Penalty: 3000.337891
	Iteration 34Q: 3 clusters Score -668559.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -668564.062500 Penalty: 3000.337891
	Iteration 35Q: 3 clusters Score -668564.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -668570.875000 Penalty: 3000.337891
	Iteration 36Q: 3 clusters Score -668570.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -668576.000000 Penalty: 3000.337891
	Iteration 37Q: 3 clusters Score -668576 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -668581.500000 Penalty: 3000.337891
	Iteration 38Q: 3 clusters Score -668581.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -668589.062500 Penalty: 3000.337891
	Iteration 39Q: 3 clusters Score -668589.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -668592.062500 Penalty: 3000.337891
	Iteration 40F: 3 clusters Score -668592.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -668595.437500 Penalty: 3000.337891
	Iteration 41Q: 3 clusters Score -668595.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -668598.437500 Penalty: 3000.337891
	Iteration 42Q: 3 clusters Score -668598.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -668600.187500 Penalty: 3000.337891
	Iteration 43Q: 3 clusters Score -668600.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -668601.687500 Penalty: 3000.337891
	Iteration 44Q: 3 clusters Score -668601.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -668602.312500 Penalty: 3000.337891
	Iteration 45Q: 3 clusters Score -668602.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -668606.375000 Penalty: 3000.337891
	Iteration 46Q: 3 clusters Score -668606.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -668606.562500 Penalty: 3000.337891
	Iteration 47Q: 3 clusters Score -668606.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -668604.187500 Penalty: 3000.337891
	Iteration 48Q: 3 clusters Score -668604.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -668605.750000 Penalty: 3000.337891
	Iteration 49Q: 3 clusters Score -668605.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -668607.125000 Penalty: 3000.337891
	Iteration 50Q: 3 clusters Score -668607.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -668607.187500 Penalty: 3000.337891
	Iteration 51Q: 3 clusters Score -668607.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -668609.250000 Penalty: 3000.337891
	Iteration 52Q: 3 clusters Score -668609.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -668609.125000 Penalty: 3000.337891
	Iteration 53Q: 3 clusters Score -668609.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -668610.312500 Penalty: 3000.337891
	Iteration 54Q: 3 clusters Score -668610.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -668611.000000 Penalty: 3000.337891
	Iteration 55Q: 3 clusters Score -668611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -668611.312500 Penalty: 3000.337891
	Iteration 56Q: 3 clusters Score -668611.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -668613.562500 Penalty: 3000.337891
	Iteration 57Q: 3 clusters Score -668613.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -668614.312500 Penalty: 3000.337891
	Iteration 58Q: 3 clusters Score -668614.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -668614.250000 Penalty: 3000.337891
	Iteration 59Q: 3 clusters Score -668614.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -668614.187500 Penalty: 3000.337891
	Iteration 60F: 3 clusters Score -668614.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -668614.125000 Penalty: 3000.337891
	Iteration 61Q: 3 clusters Score -668614.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -668614.125000 Penalty: 3000.337891
	Iteration 62F: 3 clusters Score -668614.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Entering Unmasked Estep 
Score: -306655.187500 Penalty: 1378.893188
	Iteration 0F: 2 clusters Score -306655.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -302780.250000 Penalty: 2757.786377
	Iteration 0F: 3 clusters Score -302780.2 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -303888.468750 Penalty: 2757.786377
	Iteration 1F: 3 clusters Score -303888.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -304043.968750 Penalty: 2757.786377
	Iteration 2F: 3 clusters Score -304044 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -304159.531250 Penalty: 2757.786377
	Iteration 3Q: 3 clusters Score -304159.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -304234.937500 Penalty: 2757.786377
	Iteration 4Q: 3 clusters Score -304234.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -304285.375000 Penalty: 2757.786377
	Iteration 5Q: 3 clusters Score -304285.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -304328.593750 Penalty: 2757.786377
	Iteration 6Q: 3 clusters Score -304328.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -304368.031250 Penalty: 2757.786377
	Iteration 7Q: 3 clusters Score -304368 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -304414.062500 Penalty: 2757.786377
	Iteration 8Q: 3 clusters Score -304414.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -304458.750000 Penalty: 2757.786377
	Iteration 9Q: 3 clusters Score -304458.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -304494.750000 Penalty: 2757.786377
	Iteration 10Q: 3 clusters Score -304494.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -304532.156250 Penalty: 2757.786377
	Iteration 11Q: 3 clusters Score -304532.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -304563.750000 Penalty: 2757.786377
	Iteration 12Q: 3 clusters Score -304563.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -304602.281250 Penalty: 2757.786377
	Iteration 13Q: 3 clusters Score -304602.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -304652.125000 Penalty: 2757.786377
	Iteration 14Q: 3 clusters Score -304652.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -304707.437500 Penalty: 2757.786377
	Iteration 15Q: 3 clusters Score -304707.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -304763.937500 Penalty: 2757.786377
	Iteration 16Q: 3 clusters Score -304763.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -304830.281250 Penalty: 2757.786377
	Iteration 17Q: 3 clusters Score -304830.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -304889.468750 Penalty: 2757.786377
	Iteration 18Q: 3 clusters Score -304889.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -304935.062500 Penalty: 2757.786377
	Iteration 19Q: 3 clusters Score -304935.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -304978.937500 Penalty: 2757.786377
	Iteration 20F: 3 clusters Score -304978.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -305027.812500 Penalty: 2757.786377
	Iteration 21Q: 3 clusters Score -305027.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -305070.625000 Penalty: 2757.786377
	Iteration 22Q: 3 clusters Score -305070.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -305108.093750 Penalty: 2757.786377
	Iteration 23Q: 3 clusters Score -305108.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -305131.906250 Penalty: 2757.786377
	Iteration 24Q: 3 clusters Score -305131.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -305152.906250 Penalty: 2757.786377
	Iteration 25Q: 3 clusters Score -305152.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -305170.187500 Penalty: 2757.786377
	Iteration 26Q: 3 clusters Score -305170.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -305181.531250 Penalty: 2757.786377
	Iteration 27Q: 3 clusters Score -305181.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -305195.843750 Penalty: 2757.786377
	Iteration 28Q: 3 clusters Score -305195.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -305215.843750 Penalty: 2757.786377
	Iteration 29Q: 3 clusters Score -305215.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -305239.937500 Penalty: 2757.786377
	Iteration 30Q: 3 clusters Score -305239.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -305263.031250 Penalty: 2757.786377
	Iteration 31Q: 3 clusters Score -305263 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -305284.562500 Penalty: 2757.786377
	Iteration 32Q: 3 clusters Score -305284.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -305299.812500 Penalty: 2757.786377
	Iteration 33Q: 3 clusters Score -305299.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -305312.125000 Penalty: 2757.786377
	Iteration 34Q: 3 clusters Score -305312.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -305326.656250 Penalty: 2757.786377
	Iteration 35Q: 3 clusters Score -305326.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -305342.312500 Penalty: 2757.786377
	Iteration 36Q: 3 clusters Score -305342.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -305352.718750 Penalty: 2757.786377
	Iteration 37Q: 3 clusters Score -305352.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -305361.406250 Penalty: 2757.786377
	Iteration 38Q: 3 clusters Score -305361.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -305372.093750 Penalty: 2757.786377
	Iteration 39Q: 3 clusters Score -305372.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -305377.343750 Penalty: 2757.786377
	Iteration 40F: 3 clusters Score -305377.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -305383.906250 Penalty: 2757.786377
	Iteration 41Q: 3 clusters Score -305383.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -305388.437500 Penalty: 2757.786377
	Iteration 42Q: 3 clusters Score -305388.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -305392.343750 Penalty: 2757.786377
	Iteration 43Q: 3 clusters Score -305392.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -305403.625000 Penalty: 2757.786377
	Iteration 44Q: 3 clusters Score -305403.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -305414.687500 Penalty: 2757.786377
	Iteration 45Q: 3 clusters Score -305414.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -305424.968750 Penalty: 2757.786377
	Iteration 46Q: 3 clusters Score -305425 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -305432.187500 Penalty: 2757.786377
	Iteration 47Q: 3 clusters Score -305432.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -305437.562500 Penalty: 2757.786377
	Iteration 48Q: 3 clusters Score -305437.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -305443.062500 Penalty: 2757.786377
	Iteration 49Q: 3 clusters Score -305443.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -305448.812500 Penalty: 2757.786377
	Iteration 50Q: 3 clusters Score -305448.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -305454.031250 Penalty: 2757.786377
	Iteration 51Q: 3 clusters Score -305454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -305459.125000 Penalty: 2757.786377
	Iteration 52Q: 3 clusters Score -305459.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -305463.781250 Penalty: 2757.786377
	Iteration 53Q: 3 clusters Score -305463.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -305467.281250 Penalty: 2757.786377
	Iteration 54Q: 3 clusters Score -305467.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -305472.375000 Penalty: 2757.786377
	Iteration 55Q: 3 clusters Score -305472.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -305472.812500 Penalty: 2757.786377
	Iteration 56Q: 3 clusters Score -305472.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -305473.718750 Penalty: 2757.786377
	Iteration 57Q: 3 clusters Score -305473.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -305475.250000 Penalty: 2757.786377
	Iteration 58Q: 3 clusters Score -305475.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -305476.093750 Penalty: 2757.786377
	Iteration 59Q: 3 clusters Score -305476.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -305477.468750 Penalty: 2757.786377
	Iteration 60F: 3 clusters Score -305477.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -305478.937500 Penalty: 2757.786377
	Iteration 61Q: 3 clusters Score -305478.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -305479.250000 Penalty: 2757.786377
	Iteration 62Q: 3 clusters Score -305479.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -305479.843750 Penalty: 2757.786377
	Iteration 63Q: 3 clusters Score -305479.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -305480.218750 Penalty: 2757.786377
	Iteration 64Q: 3 clusters Score -305480.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -305482.406250 Penalty: 2757.786377
	Iteration 65Q: 3 clusters Score -305482.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -305485.781250 Penalty: 2757.786377
	Iteration 66Q: 3 clusters Score -305485.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -305489.156250 Penalty: 2757.786377
	Iteration 67Q: 3 clusters Score -305489.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -305494.468750 Penalty: 2757.786377
	Iteration 68Q: 3 clusters Score -305494.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -305499.750000 Penalty: 2757.786377
	Iteration 69Q: 3 clusters Score -305499.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -305506.250000 Penalty: 2757.786377
	Iteration 70Q: 3 clusters Score -305506.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -305510.593750 Penalty: 2757.786377
	Iteration 71Q: 3 clusters Score -305510.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -305514.625000 Penalty: 2757.786377
	Iteration 72Q: 3 clusters Score -305514.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -305516.281250 Penalty: 2757.786377
	Iteration 73Q: 3 clusters Score -305516.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -305517.343750 Penalty: 2757.786377
	Iteration 74Q: 3 clusters Score -305517.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -305518.937500 Penalty: 2757.786377
	Iteration 75Q: 3 clusters Score -305518.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -305519.625000 Penalty: 2757.786377
	Iteration 76Q: 3 clusters Score -305519.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -305520.937500 Penalty: 2757.786377
	Iteration 77Q: 3 clusters Score -305520.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -305522.968750 Penalty: 2757.786377
	Iteration 78Q: 3 clusters Score -305523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -305523.218750 Penalty: 2757.786377
	Iteration 79Q: 3 clusters Score -305523.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -305524.500000 Penalty: 2757.786377
	Iteration 80F: 3 clusters Score -305524.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -305525.468750 Penalty: 2757.786377
	Iteration 81Q: 3 clusters Score -305525.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -305527.125000 Penalty: 2757.786377
	Iteration 82Q: 3 clusters Score -305527.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -305527.906250 Penalty: 2757.786377
	Iteration 83Q: 3 clusters Score -305527.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -305528.687500 Penalty: 2757.786377
	Iteration 84Q: 3 clusters Score -305528.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -305529.968750 Penalty: 2757.786377
	Iteration 85Q: 3 clusters Score -305530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -305530.218750 Penalty: 2757.786377
	Iteration 86Q: 3 clusters Score -305530.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -305532.562500 Penalty: 2757.786377
	Iteration 87Q: 3 clusters Score -305532.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -305534.968750 Penalty: 2757.786377
	Iteration 88Q: 3 clusters Score -305535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -305536.656250 Penalty: 2757.786377
	Iteration 89Q: 3 clusters Score -305536.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -305536.656250 Penalty: 2757.786377
	Iteration 90F: 3 clusters Score -305536.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (457721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457721 members 
Entering Unmasked Estep 
Score: -29052104.000000 Penalty: 2118.027344
	Iteration 0F: 2 clusters Score -2.90521e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228608 members 
Mstep: Class 2 contains 229113 members 
Entering Unmasked Estep 
Score: -28743284.000000 Penalty: 4236.054688
	Iteration 0F: 3 clusters Score -2.874328e+07 nChanged 224267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223053 members 
Mstep: Class 2 contains 234668 members 
Entering Unmasked Estep 
Score: -28879824.000000 Penalty: 4236.054688
	Iteration 1F: 3 clusters Score -2.887982e+07 nChanged 11019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220486 members 
Mstep: Class 2 contains 237235 members 
Entering Unmasked Estep 
Score: -28882008.000000 Penalty: 4236.054688
	Iteration 2Q: 3 clusters Score -2.888201e+07 nChanged 12054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216624 members 
Mstep: Class 2 contains 241097 members 
Entering Unmasked Estep 
Score: -28884732.000000 Penalty: 4236.054688
	Iteration 3Q: 3 clusters Score -2.888473e+07 nChanged 13761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210631 members 
Mstep: Class 2 contains 247090 members 
Entering Unmasked Estep 
Score: -28888514.000000 Penalty: 4236.054688
	Iteration 4Q: 3 clusters Score -2.888851e+07 nChanged 16365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201696 members 
Mstep: Class 2 contains 256025 members 
Entering Unmasked Estep 
Score: -28894700.000000 Penalty: 4236.054688
	Iteration 5Q: 3 clusters Score -2.88947e+07 nChanged 19915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188247 members 
Mstep: Class 2 contains 269474 members 
Entering Unmasked Estep 
Score: -28904672.000000 Penalty: 4236.054688
	Iteration 6Q: 3 clusters Score -2.890467e+07 nChanged 24226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169215 members 
Mstep: Class 2 contains 288506 members 
Entering Unmasked Estep 
Score: -28919068.000000 Penalty: 4236.054688
	Iteration 7F: 3 clusters Score -2.891907e+07 nChanged 28257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144932 members 
Mstep: Class 2 contains 312789 members 
Entering Unmasked Estep 
Score: -28938930.000000 Penalty: 4236.054688
	Iteration 8F: 3 clusters Score -2.893893e+07 nChanged 30181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117187 members 
Mstep: Class 2 contains 340534 members 
Entering Unmasked Estep 
Score: -28962170.000000 Penalty: 4236.054688
	Iteration 9F: 3 clusters Score -2.896217e+07 nChanged 28870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89547 members 
Mstep: Class 2 contains 368174 members 
Entering Unmasked Estep 
Score: -28985038.000000 Penalty: 4236.054688
	Iteration 10F: 3 clusters Score -2.898504e+07 nChanged 24987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65014 members 
Mstep: Class 2 contains 392707 members 
Entering Unmasked Estep 
Score: -29005264.000000 Penalty: 4236.054688
	Iteration 11F: 3 clusters Score -2.900526e+07 nChanged 19860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 412369 members 
Entering Unmasked Estep 
Score: -29021074.000000 Penalty: 4236.054688
	Iteration 12Q: 3 clusters Score -2.902107e+07 nChanged 14442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 426701 members 
Entering Unmasked Estep 
Score: -29032614.000000 Penalty: 4236.054688
	Iteration 13Q: 3 clusters Score -2.903261e+07 nChanged 9716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 436331 members 
Entering Unmasked Estep 
Score: -29039446.000000 Penalty: 4236.054688
	Iteration 14Q: 3 clusters Score -2.903945e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 442512 members 
Entering Unmasked Estep 
Score: -29043584.000000 Penalty: 4236.054688
	Iteration 15Q: 3 clusters Score -2.904358e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 446619 members 
Entering Unmasked Estep 
Score: -29046038.000000 Penalty: 4236.054688
	Iteration 16Q: 3 clusters Score -2.904604e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 449337 members 
Entering Unmasked Estep 
Score: -29047516.000000 Penalty: 4236.054688
	Iteration 17Q: 3 clusters Score -2.904752e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 451187 members 
Entering Unmasked Estep 
Score: -29048510.000000 Penalty: 4236.054688
	Iteration 18Q: 3 clusters Score -2.904851e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 452505 members 
Entering Unmasked Estep 
Score: -29049002.000000 Penalty: 4236.054688
	Iteration 19Q: 3 clusters Score -2.9049e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 453389 members 
Entering Unmasked Estep 
Score: -29049422.000000 Penalty: 4236.054688
	Iteration 20F: 3 clusters Score -2.904942e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 453996 members 
Entering Unmasked Estep 
Score: -29049606.000000 Penalty: 4236.054688
	Iteration 21Q: 3 clusters Score -2.904961e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 454480 members 
Entering Unmasked Estep 
Score: -29049794.000000 Penalty: 4236.054688
	Iteration 22Q: 3 clusters Score -2.904979e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 454879 members 
Entering Unmasked Estep 
Score: -29049940.000000 Penalty: 4236.054688
	Iteration 23Q: 3 clusters Score -2.904994e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 455160 members 
Entering Unmasked Estep 
Score: -29050050.000000 Penalty: 4236.054688
	Iteration 24Q: 3 clusters Score -2.905005e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 455368 members 
Entering Unmasked Estep 
Score: -29050116.000000 Penalty: 4236.054688
	Iteration 25Q: 3 clusters Score -2.905012e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 455507 members 
Entering Unmasked Estep 
Score: -29050162.000000 Penalty: 4236.054688
	Iteration 26Q: 3 clusters Score -2.905016e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 455623 members 
Entering Unmasked Estep 
Score: -29050168.000000 Penalty: 4236.054688
	Iteration 27Q: 3 clusters Score -2.905017e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 455721 members 
Entering Unmasked Estep 
Score: -29050242.000000 Penalty: 4236.054688
	Iteration 28Q: 3 clusters Score -2.905024e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 455819 members 
Entering Unmasked Estep 
Score: -29050294.000000 Penalty: 4236.054688
	Iteration 29Q: 3 clusters Score -2.905029e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 455878 members 
Entering Unmasked Estep 
Score: -29050336.000000 Penalty: 4236.054688
	Iteration 30Q: 3 clusters Score -2.905034e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 455928 members 
Entering Unmasked Estep 
Score: -29050380.000000 Penalty: 4236.054688
	Iteration 31Q: 3 clusters Score -2.905038e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 455960 members 
Entering Unmasked Estep 
Score: -29050372.000000 Penalty: 4236.054688
	Iteration 32Q: 3 clusters Score -2.905037e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 455990 members 
Entering Unmasked Estep 
Score: -29050382.000000 Penalty: 4236.054688
	Iteration 33Q: 3 clusters Score -2.905038e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 456023 members 
Entering Unmasked Estep 
Score: -29050390.000000 Penalty: 4236.054688
	Iteration 34Q: 3 clusters Score -2.905039e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 456044 members 
Entering Unmasked Estep 
Score: -29050412.000000 Penalty: 4236.054688
	Iteration 35Q: 3 clusters Score -2.905041e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 456062 members 
Entering Unmasked Estep 
Score: -29050414.000000 Penalty: 4236.054688
	Iteration 36Q: 3 clusters Score -2.905041e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 456080 members 
Entering Unmasked Estep 
Score: -29050436.000000 Penalty: 4236.054688
	Iteration 37Q: 3 clusters Score -2.905044e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 456094 members 
Entering Unmasked Estep 
Score: -29050454.000000 Penalty: 4236.054688
	Iteration 38Q: 3 clusters Score -2.905045e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 456105 members 
Entering Unmasked Estep 
Score: -29050434.000000 Penalty: 4236.054688
	Iteration 39Q: 3 clusters Score -2.905043e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 456118 members 
Entering Unmasked Estep 
Score: -29050454.000000 Penalty: 4236.054688
	Iteration 40F: 3 clusters Score -2.905045e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 456122 members 
Entering Unmasked Estep 
Score: -29050452.000000 Penalty: 4236.054688
	Iteration 41Q: 3 clusters Score -2.905045e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 456130 members 
Entering Unmasked Estep 
Score: -29050452.000000 Penalty: 4236.054688
	Iteration 42Q: 3 clusters Score -2.905045e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 456136 members 
Entering Unmasked Estep 
Score: -29050440.000000 Penalty: 4236.054688
	Iteration 43Q: 3 clusters Score -2.905044e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 456139 members 
Entering Unmasked Estep 
Score: -29050440.000000 Penalty: 4236.054688
	Iteration 44Q: 3 clusters Score -2.905044e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 456142 members 
Entering Unmasked Estep 
Score: -29050438.000000 Penalty: 4236.054688
	Iteration 45Q: 3 clusters Score -2.905044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 456148 members 
Entering Unmasked Estep 
Score: -29050434.000000 Penalty: 4236.054688
	Iteration 46Q: 3 clusters Score -2.905043e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 456157 members 
Entering Unmasked Estep 
Score: -29050436.000000 Penalty: 4236.054688
	Iteration 47Q: 3 clusters Score -2.905044e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 456170 members 
Entering Unmasked Estep 
Score: -29050410.000000 Penalty: 4236.054688
	Iteration 48Q: 3 clusters Score -2.905041e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 456175 members 
Entering Unmasked Estep 
Score: -29050416.000000 Penalty: 4236.054688
	Iteration 49Q: 3 clusters Score -2.905042e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 456184 members 
Entering Unmasked Estep 
Score: -29050416.000000 Penalty: 4236.054688
	Iteration 50Q: 3 clusters Score -2.905042e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 456188 members 
Entering Unmasked Estep 
Score: -29050416.000000 Penalty: 4236.054688
	Iteration 51Q: 3 clusters Score -2.905042e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 456195 members 
Entering Unmasked Estep 
Score: -29050426.000000 Penalty: 4236.054688
	Iteration 52Q: 3 clusters Score -2.905043e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 456210 members 
Entering Unmasked Estep 
Score: -29050410.000000 Penalty: 4236.054688
	Iteration 53Q: 3 clusters Score -2.905041e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 456216 members 
Entering Unmasked Estep 
Score: -29050428.000000 Penalty: 4236.054688
	Iteration 54Q: 3 clusters Score -2.905043e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 456222 members 
Entering Unmasked Estep 
Score: -29050430.000000 Penalty: 4236.054688
	Iteration 55Q: 3 clusters Score -2.905043e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 456233 members 
Entering Unmasked Estep 
Score: -29050420.000000 Penalty: 4236.054688
	Iteration 56Q: 3 clusters Score -2.905042e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 456240 members 
Entering Unmasked Estep 
Score: -29050430.000000 Penalty: 4236.054688
	Iteration 57Q: 3 clusters Score -2.905043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 456245 members 
Entering Unmasked Estep 
Score: -29050412.000000 Penalty: 4236.054688
	Iteration 58Q: 3 clusters Score -2.905041e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 456249 members 
Entering Unmasked Estep 
Score: -29050418.000000 Penalty: 4236.054688
	Iteration 59Q: 3 clusters Score -2.905042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 456251 members 
Entering Unmasked Estep 
Score: -29050422.000000 Penalty: 4236.054688
	Iteration 60F: 3 clusters Score -2.905042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 456253 members 
Entering Unmasked Estep 
Score: -29050424.000000 Penalty: 4236.054688
	Iteration 61Q: 3 clusters Score -2.905042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 456252 members 
Entering Unmasked Estep 
Score: -29050426.000000 Penalty: 4236.054688
	Iteration 62Q: 3 clusters Score -2.905043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 456252 members 
Entering Unmasked Estep 
Score: -29050438.000000 Penalty: 4236.054688
	Iteration 63Q: 3 clusters Score -2.905044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 456254 members 
Entering Unmasked Estep 
Score: -29050440.000000 Penalty: 4236.054688
	Iteration 64Q: 3 clusters Score -2.905044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 456254 members 
Entering Unmasked Estep 
Score: -29050442.000000 Penalty: 4236.054688
	Iteration 65Q: 3 clusters Score -2.905044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 456255 members 
Entering Unmasked Estep 
Score: -29050444.000000 Penalty: 4236.054688
	Iteration 66Q: 3 clusters Score -2.905044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 456256 members 
Entering Unmasked Estep 
Score: -29050436.000000 Penalty: 4236.054688
	Iteration 67Q: 3 clusters Score -2.905044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 456255 members 
Entering Unmasked Estep 
Score: -29050442.000000 Penalty: 4236.054688
	Iteration 68Q: 3 clusters Score -2.905044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 456256 members 
Entering Unmasked Estep 
Score: -29050440.000000 Penalty: 4236.054688
	Iteration 69Q: 3 clusters Score -2.905044e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 456256 members 
Entering Unmasked Estep 
Score: -29050440.000000 Penalty: 4236.054688
	Iteration 70F: 3 clusters Score -2.905044e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -161338.000000 Penalty: 1285.292114
	Iteration 0F: 2 clusters Score -161338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -158786.484375 Penalty: 2570.584229
	Iteration 0F: 3 clusters Score -158786.5 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -159358.937500 Penalty: 2570.584229
	Iteration 1F: 3 clusters Score -159358.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -159497.953125 Penalty: 2570.584229
	Iteration 2F: 3 clusters Score -159498 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -159592.515625 Penalty: 2570.584229
	Iteration 3Q: 3 clusters Score -159592.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -159695.468750 Penalty: 2570.584229
	Iteration 4Q: 3 clusters Score -159695.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -159797.015625 Penalty: 2570.584229
	Iteration 5Q: 3 clusters Score -159797 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -159899.140625 Penalty: 2570.584229
	Iteration 6Q: 3 clusters Score -159899.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -159998.328125 Penalty: 2570.584229
	Iteration 7Q: 3 clusters Score -159998.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -160097.703125 Penalty: 2570.584229
	Iteration 8Q: 3 clusters Score -160097.7 nChanged 97
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: -160181.968750 Penalty: 2570.584229
	Iteration 9Q: 3 clusters Score -160182 nChanged 77
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: -160256.500000 Penalty: 2570.584229
	Iteration 10Q: 3 clusters Score -160256.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -160320.953125 Penalty: 2570.584229
	Iteration 11Q: 3 clusters Score -160321 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -160367.859375 Penalty: 2570.584229
	Iteration 12Q: 3 clusters Score -160367.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -160414.359375 Penalty: 2570.584229
	Iteration 13Q: 3 clusters Score -160414.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -160455.406250 Penalty: 2570.584229
	Iteration 14Q: 3 clusters Score -160455.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -160481.046875 Penalty: 2570.584229
	Iteration 15Q: 3 clusters Score -160481 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -160503.890625 Penalty: 2570.584229
	Iteration 16Q: 3 clusters Score -160503.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -160519.921875 Penalty: 2570.584229
	Iteration 17Q: 3 clusters Score -160519.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -160526.281250 Penalty: 2570.584229
	Iteration 18Q: 3 clusters Score -160526.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -160529.328125 Penalty: 2570.584229
	Iteration 19Q: 3 clusters Score -160529.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -160532.203125 Penalty: 2570.584229
	Iteration 20F: 3 clusters Score -160532.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -160536.265625 Penalty: 2570.584229
	Iteration 21Q: 3 clusters Score -160536.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -160542.359375 Penalty: 2570.584229
	Iteration 22Q: 3 clusters Score -160542.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -160546.390625 Penalty: 2570.584229
	Iteration 23Q: 3 clusters Score -160546.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -160547.468750 Penalty: 2570.584229
	Iteration 24Q: 3 clusters Score -160547.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -160548.843750 Penalty: 2570.584229
	Iteration 25Q: 3 clusters Score -160548.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -160550.875000 Penalty: 2570.584229
	Iteration 26Q: 3 clusters Score -160550.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -160551.828125 Penalty: 2570.584229
	Iteration 27Q: 3 clusters Score -160551.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -160551.828125 Penalty: 2570.584229
	Iteration 28F: 3 clusters Score -160551.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -685289.875000 Penalty: 1513.682739
	Iteration 0F: 2 clusters Score -685289.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -677441.937500 Penalty: 3027.365479
	Iteration 0F: 3 clusters Score -677441.9 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -680089.437500 Penalty: 3027.365479
	Iteration 1F: 3 clusters Score -680089.4 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -680503.812500 Penalty: 3027.365479
	Iteration 2F: 3 clusters Score -680503.8 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -681019.062500 Penalty: 3027.365479
	Iteration 3F: 3 clusters Score -681019.1 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -681601.312500 Penalty: 3027.365479
	Iteration 4F: 3 clusters Score -681601.3 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -682207.312500 Penalty: 3027.365479
	Iteration 5F: 3 clusters Score -682207.3 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -682765.312500 Penalty: 3027.365479
	Iteration 6F: 3 clusters Score -682765.3 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -683235.437500 Penalty: 3027.365479
	Iteration 7Q: 3 clusters Score -683235.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -683622.562500 Penalty: 3027.365479
	Iteration 8Q: 3 clusters Score -683622.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -683887.625000 Penalty: 3027.365479
	Iteration 9Q: 3 clusters Score -683887.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -684033.500000 Penalty: 3027.365479
	Iteration 10Q: 3 clusters Score -684033.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -684135.312500 Penalty: 3027.365479
	Iteration 11Q: 3 clusters Score -684135.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -684187.062500 Penalty: 3027.365479
	Iteration 12Q: 3 clusters Score -684187.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -684222.312500 Penalty: 3027.365479
	Iteration 13Q: 3 clusters Score -684222.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -684240.750000 Penalty: 3027.365479
	Iteration 14Q: 3 clusters Score -684240.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -684249.062500 Penalty: 3027.365479
	Iteration 15Q: 3 clusters Score -684249.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -684253.250000 Penalty: 3027.365479
	Iteration 16Q: 3 clusters Score -684253.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -684263.250000 Penalty: 3027.365479
	Iteration 17Q: 3 clusters Score -684263.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -684268.625000 Penalty: 3027.365479
	Iteration 18Q: 3 clusters Score -684268.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -684275.625000 Penalty: 3027.365479
	Iteration 19Q: 3 clusters Score -684275.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -684278.062500 Penalty: 3027.365479
	Iteration 20F: 3 clusters Score -684278.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -684283.000000 Penalty: 3027.365479
	Iteration 21Q: 3 clusters Score -684283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -684291.125000 Penalty: 3027.365479
	Iteration 22Q: 3 clusters Score -684291.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -684293.500000 Penalty: 3027.365479
	Iteration 23Q: 3 clusters Score -684293.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -684296.187500 Penalty: 3027.365479
	Iteration 24Q: 3 clusters Score -684296.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -684298.375000 Penalty: 3027.365479
	Iteration 25Q: 3 clusters Score -684298.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -684301.312500 Penalty: 3027.365479
	Iteration 26Q: 3 clusters Score -684301.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -684304.625000 Penalty: 3027.365479
	Iteration 27Q: 3 clusters Score -684304.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -684304.750000 Penalty: 3027.365479
	Iteration 28Q: 3 clusters Score -684304.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -684304.875000 Penalty: 3027.365479
	Iteration 29Q: 3 clusters Score -684304.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -684307.437500 Penalty: 3027.365479
	Iteration 30Q: 3 clusters Score -684307.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -684307.437500 Penalty: 3027.365479
	Iteration 31F: 3 clusters Score -684307.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Entering Unmasked Estep 
Score: -580950.625000 Penalty: 1489.504150
	Iteration 0F: 2 clusters Score -580950.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -574076.250000 Penalty: 2979.008301
	Iteration 0F: 3 clusters Score -574076.2 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -576192.437500 Penalty: 2979.008301
	Iteration 1F: 3 clusters Score -576192.4 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -576428.187500 Penalty: 2979.008301
	Iteration 2F: 3 clusters Score -576428.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -576620.812500 Penalty: 2979.008301
	Iteration 3F: 3 clusters Score -576620.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -576794.625000 Penalty: 2979.008301
	Iteration 4Q: 3 clusters Score -576794.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -576970.562500 Penalty: 2979.008301
	Iteration 5Q: 3 clusters Score -576970.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -577143.375000 Penalty: 2979.008301
	Iteration 6Q: 3 clusters Score -577143.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -577307.125000 Penalty: 2979.008301
	Iteration 7Q: 3 clusters Score -577307.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -577526.937500 Penalty: 2979.008301
	Iteration 8Q: 3 clusters Score -577526.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -577819.062500 Penalty: 2979.008301
	Iteration 9Q: 3 clusters Score -577819.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -578121.750000 Penalty: 2979.008301
	Iteration 10Q: 3 clusters Score -578121.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -578398.500000 Penalty: 2979.008301
	Iteration 11Q: 3 clusters Score -578398.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -578717.375000 Penalty: 2979.008301
	Iteration 12Q: 3 clusters Score -578717.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -579014.062500 Penalty: 2979.008301
	Iteration 13Q: 3 clusters Score -579014.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -579277.187500 Penalty: 2979.008301
	Iteration 14Q: 3 clusters Score -579277.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -579536.937500 Penalty: 2979.008301
	Iteration 15Q: 3 clusters Score -579536.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -579785.687500 Penalty: 2979.008301
	Iteration 16Q: 3 clusters Score -579785.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -580015.375000 Penalty: 2979.008301
	Iteration 17Q: 3 clusters Score -580015.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -580206.437500 Penalty: 2979.008301
	Iteration 18Q: 3 clusters Score -580206.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -580335.312500 Penalty: 2979.008301
	Iteration 19Q: 3 clusters Score -580335.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -580403.250000 Penalty: 2979.008301
	Iteration 20F: 3 clusters Score -580403.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -580457.687500 Penalty: 2979.008301
	Iteration 21Q: 3 clusters Score -580457.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -580494.625000 Penalty: 2979.008301
	Iteration 22Q: 3 clusters Score -580494.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -580511.437500 Penalty: 2979.008301
	Iteration 23Q: 3 clusters Score -580511.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -580525.000000 Penalty: 2979.008301
	Iteration 24Q: 3 clusters Score -580525 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -580531.312500 Penalty: 2979.008301
	Iteration 25Q: 3 clusters Score -580531.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -580535.125000 Penalty: 2979.008301
	Iteration 26Q: 3 clusters Score -580535.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -580536.000000 Penalty: 2979.008301
	Iteration 27Q: 3 clusters Score -580536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -580538.437500 Penalty: 2979.008301
	Iteration 28Q: 3 clusters Score -580538.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -580538.687500 Penalty: 2979.008301
	Iteration 29Q: 3 clusters Score -580538.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -580539.375000 Penalty: 2979.008301
	Iteration 30Q: 3 clusters Score -580539.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -580539.312500 Penalty: 2979.008301
	Iteration 31Q: 3 clusters Score -580539.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -580541.375000 Penalty: 2979.008301
	Iteration 32Q: 3 clusters Score -580541.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -580541.375000 Penalty: 2979.008301
	Iteration 33F: 3 clusters Score -580541.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Entering Unmasked Estep 
Score: -333262.812500 Penalty: 1394.490845
	Iteration 0F: 2 clusters Score -333262.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -329033.562500 Penalty: 2788.981689
	Iteration 0F: 3 clusters Score -329033.6 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -330207.343750 Penalty: 2788.981689
	Iteration 1F: 3 clusters Score -330207.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -330374.312500 Penalty: 2788.981689
	Iteration 2F: 3 clusters Score -330374.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -330502.343750 Penalty: 2788.981689
	Iteration 3F: 3 clusters Score -330502.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -330629.906250 Penalty: 2788.981689
	Iteration 4Q: 3 clusters Score -330629.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -330737.375000 Penalty: 2788.981689
	Iteration 5Q: 3 clusters Score -330737.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -330820.968750 Penalty: 2788.981689
	Iteration 6Q: 3 clusters Score -330821 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -330891.875000 Penalty: 2788.981689
	Iteration 7Q: 3 clusters Score -330891.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -330945.343750 Penalty: 2788.981689
	Iteration 8Q: 3 clusters Score -330945.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -331010.500000 Penalty: 2788.981689
	Iteration 9Q: 3 clusters Score -331010.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -331081.750000 Penalty: 2788.981689
	Iteration 10Q: 3 clusters Score -331081.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -331146.937500 Penalty: 2788.981689
	Iteration 11Q: 3 clusters Score -331146.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -331216.343750 Penalty: 2788.981689
	Iteration 12Q: 3 clusters Score -331216.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -331286.187500 Penalty: 2788.981689
	Iteration 13Q: 3 clusters Score -331286.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -331340.875000 Penalty: 2788.981689
	Iteration 14Q: 3 clusters Score -331340.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -331389.812500 Penalty: 2788.981689
	Iteration 15Q: 3 clusters Score -331389.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -331433.625000 Penalty: 2788.981689
	Iteration 16Q: 3 clusters Score -331433.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -331482.125000 Penalty: 2788.981689
	Iteration 17Q: 3 clusters Score -331482.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -331531.781250 Penalty: 2788.981689
	Iteration 18Q: 3 clusters Score -331531.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -331576.625000 Penalty: 2788.981689
	Iteration 19Q: 3 clusters Score -331576.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -331603.875000 Penalty: 2788.981689
	Iteration 20F: 3 clusters Score -331603.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -331622.343750 Penalty: 2788.981689
	Iteration 21Q: 3 clusters Score -331622.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -331643.875000 Penalty: 2788.981689
	Iteration 22Q: 3 clusters Score -331643.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -331653.531250 Penalty: 2788.981689
	Iteration 23Q: 3 clusters Score -331653.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -331661.562500 Penalty: 2788.981689
	Iteration 24Q: 3 clusters Score -331661.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -331674.656250 Penalty: 2788.981689
	Iteration 25Q: 3 clusters Score -331674.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -331682.843750 Penalty: 2788.981689
	Iteration 26Q: 3 clusters Score -331682.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -331693.718750 Penalty: 2788.981689
	Iteration 27Q: 3 clusters Score -331693.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -331703.343750 Penalty: 2788.981689
	Iteration 28Q: 3 clusters Score -331703.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -331710.125000 Penalty: 2788.981689
	Iteration 29Q: 3 clusters Score -331710.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -331715.781250 Penalty: 2788.981689
	Iteration 30Q: 3 clusters Score -331715.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -331719.625000 Penalty: 2788.981689
	Iteration 31Q: 3 clusters Score -331719.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -331723.062500 Penalty: 2788.981689
	Iteration 32Q: 3 clusters Score -331723.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -331726.531250 Penalty: 2788.981689
	Iteration 33Q: 3 clusters Score -331726.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -331730.625000 Penalty: 2788.981689
	Iteration 34Q: 3 clusters Score -331730.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -331735.031250 Penalty: 2788.981689
	Iteration 35Q: 3 clusters Score -331735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -331738.562500 Penalty: 2788.981689
	Iteration 36Q: 3 clusters Score -331738.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -331742.968750 Penalty: 2788.981689
	Iteration 37Q: 3 clusters Score -331743 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -331747.875000 Penalty: 2788.981689
	Iteration 38Q: 3 clusters Score -331747.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -331751.156250 Penalty: 2788.981689
	Iteration 39Q: 3 clusters Score -331751.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -331752.625000 Penalty: 2788.981689
	Iteration 40F: 3 clusters Score -331752.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -331754.343750 Penalty: 2788.981689
	Iteration 41Q: 3 clusters Score -331754.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -331755.531250 Penalty: 2788.981689
	Iteration 42Q: 3 clusters Score -331755.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -331756.968750 Penalty: 2788.981689
	Iteration 43Q: 3 clusters Score -331757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -331759.125000 Penalty: 2788.981689
	Iteration 44Q: 3 clusters Score -331759.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -331762.218750 Penalty: 2788.981689
	Iteration 45Q: 3 clusters Score -331762.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -331766.750000 Penalty: 2788.981689
	Iteration 46Q: 3 clusters Score -331766.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -331770.437500 Penalty: 2788.981689
	Iteration 47Q: 3 clusters Score -331770.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -331774.531250 Penalty: 2788.981689
	Iteration 48Q: 3 clusters Score -331774.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -331780.937500 Penalty: 2788.981689
	Iteration 49Q: 3 clusters Score -331780.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -331787.062500 Penalty: 2788.981689
	Iteration 50Q: 3 clusters Score -331787.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -331791.156250 Penalty: 2788.981689
	Iteration 51Q: 3 clusters Score -331791.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -331793.875000 Penalty: 2788.981689
	Iteration 52Q: 3 clusters Score -331793.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -331797.906250 Penalty: 2788.981689
	Iteration 53Q: 3 clusters Score -331797.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -331802.718750 Penalty: 2788.981689
	Iteration 54Q: 3 clusters Score -331802.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -331805.000000 Penalty: 2788.981689
	Iteration 55Q: 3 clusters Score -331805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -331807.437500 Penalty: 2788.981689
	Iteration 56Q: 3 clusters Score -331807.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -331809.843750 Penalty: 2788.981689
	Iteration 57Q: 3 clusters Score -331809.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -331812.750000 Penalty: 2788.981689
	Iteration 58Q: 3 clusters Score -331812.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -331812.375000 Penalty: 2788.981689
	Iteration 59Q: 3 clusters Score -331812.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -331812.906250 Penalty: 2788.981689
	Iteration 60F: 3 clusters Score -331812.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -331813.500000 Penalty: 2788.981689
	Iteration 61Q: 3 clusters Score -331813.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -331813.000000 Penalty: 2788.981689
	Iteration 62Q: 3 clusters Score -331813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -331813.750000 Penalty: 2788.981689
	Iteration 63Q: 3 clusters Score -331813.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -331813.750000 Penalty: 2788.981689
	Iteration 64F: 3 clusters Score -331813.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Entering Unmasked Estep 
Score: -474502.500000 Penalty: 1453.531738
	Iteration 0F: 2 clusters Score -474502.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -468866.718750 Penalty: 2907.063477
	Iteration 0F: 3 clusters Score -468866.7 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -470837.343750 Penalty: 2907.063477
	Iteration 1F: 3 clusters Score -470837.3 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -471414.718750 Penalty: 2907.063477
	Iteration 2F: 3 clusters Score -471414.7 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -472079.531250 Penalty: 2907.063477
	Iteration 3F: 3 clusters Score -472079.5 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -472623.062500 Penalty: 2907.063477
	Iteration 4F: 3 clusters Score -472623.1 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -473081.843750 Penalty: 2907.063477
	Iteration 5F: 3 clusters Score -473081.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -473399.625000 Penalty: 2907.063477
	Iteration 6F: 3 clusters Score -473399.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -473599.343750 Penalty: 2907.063477
	Iteration 7Q: 3 clusters Score -473599.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -473739.187500 Penalty: 2907.063477
	Iteration 8Q: 3 clusters Score -473739.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -473851.312500 Penalty: 2907.063477
	Iteration 9Q: 3 clusters Score -473851.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -473926.062500 Penalty: 2907.063477
	Iteration 10Q: 3 clusters Score -473926.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -473966.312500 Penalty: 2907.063477
	Iteration 11Q: 3 clusters Score -473966.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -473997.593750 Penalty: 2907.063477
	Iteration 12Q: 3 clusters Score -473997.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -474023.968750 Penalty: 2907.063477
	Iteration 13Q: 3 clusters Score -474024 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -474038.875000 Penalty: 2907.063477
	Iteration 14Q: 3 clusters Score -474038.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -474052.218750 Penalty: 2907.063477
	Iteration 15Q: 3 clusters Score -474052.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -474063.375000 Penalty: 2907.063477
	Iteration 16Q: 3 clusters Score -474063.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -474070.750000 Penalty: 2907.063477
	Iteration 17Q: 3 clusters Score -474070.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -474075.750000 Penalty: 2907.063477
	Iteration 18Q: 3 clusters Score -474075.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -474084.031250 Penalty: 2907.063477
	Iteration 19Q: 3 clusters Score -474084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -474090.281250 Penalty: 2907.063477
	Iteration 20F: 3 clusters Score -474090.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -474094.781250 Penalty: 2907.063477
	Iteration 21Q: 3 clusters Score -474094.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -474098.000000 Penalty: 2907.063477
	Iteration 22Q: 3 clusters Score -474098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -474101.218750 Penalty: 2907.063477
	Iteration 23Q: 3 clusters Score -474101.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -474105.250000 Penalty: 2907.063477
	Iteration 24Q: 3 clusters Score -474105.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -474108.500000 Penalty: 2907.063477
	Iteration 25Q: 3 clusters Score -474108.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -474115.812500 Penalty: 2907.063477
	Iteration 26Q: 3 clusters Score -474115.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -474118.093750 Penalty: 2907.063477
	Iteration 27Q: 3 clusters Score -474118.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -474123.000000 Penalty: 2907.063477
	Iteration 28Q: 3 clusters Score -474123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -474126.281250 Penalty: 2907.063477
	Iteration 29Q: 3 clusters Score -474126.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -474127.250000 Penalty: 2907.063477
	Iteration 30Q: 3 clusters Score -474127.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -474127.843750 Penalty: 2907.063477
	Iteration 31Q: 3 clusters Score -474127.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -474128.781250 Penalty: 2907.063477
	Iteration 32Q: 3 clusters Score -474128.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -474130.093750 Penalty: 2907.063477
	Iteration 33Q: 3 clusters Score -474130.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -474133.656250 Penalty: 2907.063477
	Iteration 34Q: 3 clusters Score -474133.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -474135.843750 Penalty: 2907.063477
	Iteration 35Q: 3 clusters Score -474135.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -474137.593750 Penalty: 2907.063477
	Iteration 36Q: 3 clusters Score -474137.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -474137.375000 Penalty: 2907.063477
	Iteration 37Q: 3 clusters Score -474137.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -474137.500000 Penalty: 2907.063477
	Iteration 38Q: 3 clusters Score -474137.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -474137.500000 Penalty: 2907.063477
	Iteration 39F: 3 clusters Score -474137.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Entering Unmasked Estep 
Score: -735045.125000 Penalty: 1512.182983
	Iteration 0F: 2 clusters Score -735045.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -727192.625000 Penalty: 3024.365967
	Iteration 0F: 3 clusters Score -727192.6 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -729821.062500 Penalty: 3024.365967
	Iteration 1F: 3 clusters Score -729821.1 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -730172.812500 Penalty: 3024.365967
	Iteration 2F: 3 clusters Score -730172.8 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -730641.937500 Penalty: 3024.365967
	Iteration 3F: 3 clusters Score -730641.9 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -731204.125000 Penalty: 3024.365967
	Iteration 4F: 3 clusters Score -731204.1 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -731839.125000 Penalty: 3024.365967
	Iteration 5F: 3 clusters Score -731839.1 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -732441.312500 Penalty: 3024.365967
	Iteration 6F: 3 clusters Score -732441.3 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -732986.562500 Penalty: 3024.365967
	Iteration 7F: 3 clusters Score -732986.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -733365.125000 Penalty: 3024.365967
	Iteration 8Q: 3 clusters Score -733365.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -733564.687500 Penalty: 3024.365967
	Iteration 9Q: 3 clusters Score -733564.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -733644.125000 Penalty: 3024.365967
	Iteration 10Q: 3 clusters Score -733644.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -733682.562500 Penalty: 3024.365967
	Iteration 11Q: 3 clusters Score -733682.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -733700.500000 Penalty: 3024.365967
	Iteration 12Q: 3 clusters Score -733700.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -733706.750000 Penalty: 3024.365967
	Iteration 13Q: 3 clusters Score -733706.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -733712.187500 Penalty: 3024.365967
	Iteration 14Q: 3 clusters Score -733712.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -733715.937500 Penalty: 3024.365967
	Iteration 15Q: 3 clusters Score -733715.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -733719.437500 Penalty: 3024.365967
	Iteration 16Q: 3 clusters Score -733719.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -733725.375000 Penalty: 3024.365967
	Iteration 17Q: 3 clusters Score -733725.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -733728.062500 Penalty: 3024.365967
	Iteration 18Q: 3 clusters Score -733728.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -733731.312500 Penalty: 3024.365967
	Iteration 19Q: 3 clusters Score -733731.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -733735.187500 Penalty: 3024.365967
	Iteration 20F: 3 clusters Score -733735.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -733740.750000 Penalty: 3024.365967
	Iteration 21Q: 3 clusters Score -733740.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -733741.812500 Penalty: 3024.365967
	Iteration 22Q: 3 clusters Score -733741.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -733747.875000 Penalty: 3024.365967
	Iteration 23Q: 3 clusters Score -733747.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -733752.250000 Penalty: 3024.365967
	Iteration 24Q: 3 clusters Score -733752.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -733755.250000 Penalty: 3024.365967
	Iteration 25Q: 3 clusters Score -733755.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -733758.812500 Penalty: 3024.365967
	Iteration 26Q: 3 clusters Score -733758.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -733761.062500 Penalty: 3024.365967
	Iteration 27Q: 3 clusters Score -733761.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -733765.187500 Penalty: 3024.365967
	Iteration 28Q: 3 clusters Score -733765.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -733767.375000 Penalty: 3024.365967
	Iteration 29Q: 3 clusters Score -733767.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -733768.875000 Penalty: 3024.365967
	Iteration 30Q: 3 clusters Score -733768.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -733773.000000 Penalty: 3024.365967
	Iteration 31Q: 3 clusters Score -733773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -733776.250000 Penalty: 3024.365967
	Iteration 32Q: 3 clusters Score -733776.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -733776.937500 Penalty: 3024.365967
	Iteration 33Q: 3 clusters Score -733776.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -733781.562500 Penalty: 3024.365967
	Iteration 34Q: 3 clusters Score -733781.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -733782.812500 Penalty: 3024.365967
	Iteration 35Q: 3 clusters Score -733782.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -733782.062500 Penalty: 3024.365967
	Iteration 36Q: 3 clusters Score -733782.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -733782.812500 Penalty: 3024.365967
	Iteration 37Q: 3 clusters Score -733782.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -733783.937500 Penalty: 3024.365967
	Iteration 38Q: 3 clusters Score -733783.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -733783.937500 Penalty: 3024.365967
	Iteration 39Q: 3 clusters Score -733783.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -733785.062500 Penalty: 3024.365967
	Iteration 40F: 3 clusters Score -733785.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -733783.125000 Penalty: 3024.365967
	Iteration 41Q: 3 clusters Score -733783.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -733784.437500 Penalty: 3024.365967
	Iteration 42Q: 3 clusters Score -733784.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -733786.250000 Penalty: 3024.365967
	Iteration 43Q: 3 clusters Score -733786.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -733788.812500 Penalty: 3024.365967
	Iteration 44Q: 3 clusters Score -733788.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -733787.937500 Penalty: 3024.365967
	Iteration 45Q: 3 clusters Score -733787.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -733787.937500 Penalty: 3024.365967
	Iteration 46F: 3 clusters Score -733787.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Entering Unmasked Estep 
Score: -811389.000000 Penalty: 1536.553711
	Iteration 0F: 2 clusters Score -811389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -802395.375000 Penalty: 3073.107422
	Iteration 0F: 3 clusters Score -802395.4 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -805369.937500 Penalty: 3073.107422
	Iteration 1F: 3 clusters Score -805369.9 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -805613.000000 Penalty: 3073.107422
	Iteration 2F: 3 clusters Score -805613 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -805812.187500 Penalty: 3073.107422
	Iteration 3Q: 3 clusters Score -805812.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -805969.312500 Penalty: 3073.107422
	Iteration 4Q: 3 clusters Score -805969.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -806098.437500 Penalty: 3073.107422
	Iteration 5Q: 3 clusters Score -806098.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -806239.312500 Penalty: 3073.107422
	Iteration 6Q: 3 clusters Score -806239.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -806402.437500 Penalty: 3073.107422
	Iteration 7Q: 3 clusters Score -806402.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -806573.250000 Penalty: 3073.107422
	Iteration 8Q: 3 clusters Score -806573.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -806779.437500 Penalty: 3073.107422
	Iteration 9Q: 3 clusters Score -806779.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -807072.437500 Penalty: 3073.107422
	Iteration 10Q: 3 clusters Score -807072.4 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -807447.375000 Penalty: 3073.107422
	Iteration 11Q: 3 clusters Score -807447.4 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -807803.437500 Penalty: 3073.107422
	Iteration 12Q: 3 clusters Score -807803.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -808119.687500 Penalty: 3073.107422
	Iteration 13Q: 3 clusters Score -808119.7 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -808357.125000 Penalty: 3073.107422
	Iteration 14Q: 3 clusters Score -808357.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -808488.062500 Penalty: 3073.107422
	Iteration 15Q: 3 clusters Score -808488.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -808582.062500 Penalty: 3073.107422
	Iteration 16Q: 3 clusters Score -808582.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -808659.687500 Penalty: 3073.107422
	Iteration 17Q: 3 clusters Score -808659.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -808752.000000 Penalty: 3073.107422
	Iteration 18Q: 3 clusters Score -808752 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -808850.437500 Penalty: 3073.107422
	Iteration 19Q: 3 clusters Score -808850.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -808962.375000 Penalty: 3073.107422
	Iteration 20F: 3 clusters Score -808962.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -809069.437500 Penalty: 3073.107422
	Iteration 21Q: 3 clusters Score -809069.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -809175.000000 Penalty: 3073.107422
	Iteration 22Q: 3 clusters Score -809175 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -809285.062500 Penalty: 3073.107422
	Iteration 23Q: 3 clusters Score -809285.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -809400.062500 Penalty: 3073.107422
	Iteration 24Q: 3 clusters Score -809400.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -809506.125000 Penalty: 3073.107422
	Iteration 25Q: 3 clusters Score -809506.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -809595.750000 Penalty: 3073.107422
	Iteration 26Q: 3 clusters Score -809595.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -809683.437500 Penalty: 3073.107422
	Iteration 27Q: 3 clusters Score -809683.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -809752.562500 Penalty: 3073.107422
	Iteration 28Q: 3 clusters Score -809752.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -809822.062500 Penalty: 3073.107422
	Iteration 29Q: 3 clusters Score -809822.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -809869.000000 Penalty: 3073.107422
	Iteration 30Q: 3 clusters Score -809869 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -809904.250000 Penalty: 3073.107422
	Iteration 31Q: 3 clusters Score -809904.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -809935.125000 Penalty: 3073.107422
	Iteration 32Q: 3 clusters Score -809935.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -809967.625000 Penalty: 3073.107422
	Iteration 33Q: 3 clusters Score -809967.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -809995.250000 Penalty: 3073.107422
	Iteration 34Q: 3 clusters Score -809995.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -810014.375000 Penalty: 3073.107422
	Iteration 35Q: 3 clusters Score -810014.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -810031.875000 Penalty: 3073.107422
	Iteration 36Q: 3 clusters Score -810031.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -810044.875000 Penalty: 3073.107422
	Iteration 37Q: 3 clusters Score -810044.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -810055.750000 Penalty: 3073.107422
	Iteration 38Q: 3 clusters Score -810055.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -810064.187500 Penalty: 3073.107422
	Iteration 39Q: 3 clusters Score -810064.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -810072.062500 Penalty: 3073.107422
	Iteration 40F: 3 clusters Score -810072.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -810076.687500 Penalty: 3073.107422
	Iteration 41Q: 3 clusters Score -810076.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -810082.562500 Penalty: 3073.107422
	Iteration 42Q: 3 clusters Score -810082.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -810084.000000 Penalty: 3073.107422
	Iteration 43Q: 3 clusters Score -810084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -810085.875000 Penalty: 3073.107422
	Iteration 44Q: 3 clusters Score -810085.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -810086.937500 Penalty: 3073.107422
	Iteration 45Q: 3 clusters Score -810086.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -810090.187500 Penalty: 3073.107422
	Iteration 46Q: 3 clusters Score -810090.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -810093.625000 Penalty: 3073.107422
	Iteration 47Q: 3 clusters Score -810093.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -810096.500000 Penalty: 3073.107422
	Iteration 48Q: 3 clusters Score -810096.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -810100.937500 Penalty: 3073.107422
	Iteration 49Q: 3 clusters Score -810100.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -810102.937500 Penalty: 3073.107422
	Iteration 50Q: 3 clusters Score -810102.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -810106.687500 Penalty: 3073.107422
	Iteration 51Q: 3 clusters Score -810106.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -810111.062500 Penalty: 3073.107422
	Iteration 52Q: 3 clusters Score -810111.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -810113.875000 Penalty: 3073.107422
	Iteration 53Q: 3 clusters Score -810113.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -810115.625000 Penalty: 3073.107422
	Iteration 54Q: 3 clusters Score -810115.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -810121.375000 Penalty: 3073.107422
	Iteration 55Q: 3 clusters Score -810121.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -810123.812500 Penalty: 3073.107422
	Iteration 56Q: 3 clusters Score -810123.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -810127.875000 Penalty: 3073.107422
	Iteration 57Q: 3 clusters Score -810127.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -810127.187500 Penalty: 3073.107422
	Iteration 58Q: 3 clusters Score -810127.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -810130.125000 Penalty: 3073.107422
	Iteration 59Q: 3 clusters Score -810130.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -810135.312500 Penalty: 3073.107422
	Iteration 60F: 3 clusters Score -810135.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -810137.312500 Penalty: 3073.107422
	Iteration 61Q: 3 clusters Score -810137.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -810142.437500 Penalty: 3073.107422
	Iteration 62Q: 3 clusters Score -810142.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -810143.000000 Penalty: 3073.107422
	Iteration 63Q: 3 clusters Score -810143 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -810145.625000 Penalty: 3073.107422
	Iteration 64Q: 3 clusters Score -810145.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -810148.187500 Penalty: 3073.107422
	Iteration 65Q: 3 clusters Score -810148.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -810150.750000 Penalty: 3073.107422
	Iteration 66Q: 3 clusters Score -810150.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -810153.437500 Penalty: 3073.107422
	Iteration 67Q: 3 clusters Score -810153.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -810153.812500 Penalty: 3073.107422
	Iteration 68Q: 3 clusters Score -810153.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -810156.562500 Penalty: 3073.107422
	Iteration 69Q: 3 clusters Score -810156.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -810155.000000 Penalty: 3073.107422
	Iteration 70Q: 3 clusters Score -810155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -810157.750000 Penalty: 3073.107422
	Iteration 71Q: 3 clusters Score -810157.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -810159.437500 Penalty: 3073.107422
	Iteration 72Q: 3 clusters Score -810159.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -810160.437500 Penalty: 3073.107422
	Iteration 73Q: 3 clusters Score -810160.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -810159.750000 Penalty: 3073.107422
	Iteration 74Q: 3 clusters Score -810159.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -810161.062500 Penalty: 3073.107422
	Iteration 75Q: 3 clusters Score -810161.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -810164.812500 Penalty: 3073.107422
	Iteration 76Q: 3 clusters Score -810164.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -810169.125000 Penalty: 3073.107422
	Iteration 77Q: 3 clusters Score -810169.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -810173.187500 Penalty: 3073.107422
	Iteration 78Q: 3 clusters Score -810173.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -810177.500000 Penalty: 3073.107422
	Iteration 79Q: 3 clusters Score -810177.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -810178.625000 Penalty: 3073.107422
	Iteration 80F: 3 clusters Score -810178.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -810179.312500 Penalty: 3073.107422
	Iteration 81Q: 3 clusters Score -810179.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -810180.437500 Penalty: 3073.107422
	Iteration 82Q: 3 clusters Score -810180.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -810182.750000 Penalty: 3073.107422
	Iteration 83Q: 3 clusters Score -810182.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -810184.375000 Penalty: 3073.107422
	Iteration 84Q: 3 clusters Score -810184.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -810183.000000 Penalty: 3073.107422
	Iteration 85Q: 3 clusters Score -810183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -810182.500000 Penalty: 3073.107422
	Iteration 86Q: 3 clusters Score -810182.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -810183.062500 Penalty: 3073.107422
	Iteration 87Q: 3 clusters Score -810183.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -810182.625000 Penalty: 3073.107422
	Iteration 88Q: 3 clusters Score -810182.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -810183.812500 Penalty: 3073.107422
	Iteration 89Q: 3 clusters Score -810183.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -810183.750000 Penalty: 3073.107422
	Iteration 90Q: 3 clusters Score -810183.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -810183.875000 Penalty: 3073.107422
	Iteration 91Q: 3 clusters Score -810183.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -810183.875000 Penalty: 3073.107422
	Iteration 92F: 3 clusters Score -810183.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Entering Unmasked Estep 
Score: -92014.289062 Penalty: 1204.574219
	Iteration 0F: 2 clusters Score -92014.29 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 861 members 
Entering Unmasked Estep 
Score: -90149.125000 Penalty: 2409.148438
	Iteration 0F: 3 clusters Score -90149.12 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -90540.562500 Penalty: 2409.148438
	Iteration 1F: 3 clusters Score -90540.56 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -90667.859375 Penalty: 2409.148438
	Iteration 2F: 3 clusters Score -90667.86 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -90758.960938 Penalty: 2409.148438
	Iteration 3F: 3 clusters Score -90758.96 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -90829.281250 Penalty: 2409.148438
	Iteration 4Q: 3 clusters Score -90829.28 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -90887.382812 Penalty: 2409.148438
	Iteration 5Q: 3 clusters Score -90887.38 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -90939.328125 Penalty: 2409.148438
	Iteration 6Q: 3 clusters Score -90939.33 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -90968.351562 Penalty: 2409.148438
	Iteration 7Q: 3 clusters Score -90968.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -91008.437500 Penalty: 2409.148438
	Iteration 8Q: 3 clusters Score -91008.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -91028.617188 Penalty: 2409.148438
	Iteration 9Q: 3 clusters Score -91028.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -91045.195312 Penalty: 2409.148438
	Iteration 10Q: 3 clusters Score -91045.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -91064.453125 Penalty: 2409.148438
	Iteration 11Q: 3 clusters Score -91064.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -91085.375000 Penalty: 2409.148438
	Iteration 12Q: 3 clusters Score -91085.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -91099.320312 Penalty: 2409.148438
	Iteration 13Q: 3 clusters Score -91099.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -91115.664062 Penalty: 2409.148438
	Iteration 14Q: 3 clusters Score -91115.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -91135.031250 Penalty: 2409.148438
	Iteration 15Q: 3 clusters Score -91135.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -91148.968750 Penalty: 2409.148438
	Iteration 16Q: 3 clusters Score -91148.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -91160.039062 Penalty: 2409.148438
	Iteration 17Q: 3 clusters Score -91160.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -91164.593750 Penalty: 2409.148438
	Iteration 18Q: 3 clusters Score -91164.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -91169.710938 Penalty: 2409.148438
	Iteration 19Q: 3 clusters Score -91169.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -91176.640625 Penalty: 2409.148438
	Iteration 20F: 3 clusters Score -91176.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -91184.320312 Penalty: 2409.148438
	Iteration 21Q: 3 clusters Score -91184.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -91198.617188 Penalty: 2409.148438
	Iteration 22Q: 3 clusters Score -91198.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -91222.578125 Penalty: 2409.148438
	Iteration 23Q: 3 clusters Score -91222.58 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -91254.984375 Penalty: 2409.148438
	Iteration 24Q: 3 clusters Score -91254.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -91315.710938 Penalty: 2409.148438
	Iteration 25Q: 3 clusters Score -91315.71 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -91361.156250 Penalty: 2409.148438
	Iteration 26Q: 3 clusters Score -91361.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -91384.132812 Penalty: 2409.148438
	Iteration 27Q: 3 clusters Score -91384.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -91398.007812 Penalty: 2409.148438
	Iteration 28Q: 3 clusters Score -91398.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -91408.070312 Penalty: 2409.148438
	Iteration 29Q: 3 clusters Score -91408.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -91410.898438 Penalty: 2409.148438
	Iteration 30Q: 3 clusters Score -91410.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -91412.500000 Penalty: 2409.148438
	Iteration 31Q: 3 clusters Score -91412.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -91413.804688 Penalty: 2409.148438
	Iteration 32Q: 3 clusters Score -91413.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -91414.140625 Penalty: 2409.148438
	Iteration 33Q: 3 clusters Score -91414.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -91414.968750 Penalty: 2409.148438
	Iteration 34Q: 3 clusters Score -91414.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -91415.257812 Penalty: 2409.148438
	Iteration 35Q: 3 clusters Score -91415.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -91415.257812 Penalty: 2409.148438
	Iteration 36F: 3 clusters Score -91415.26 nChanged 0
--- Evaluating fit on full set of 2041054 points ---
Entering Unmasked Estep 
Score: -126485304.000000 Penalty: 42497.257812
25->19 Clusters: Score -126485304.000000, best is -126578992.000000

Main iterations: 0 (time per=infms)
Total iterations: 33938 (time per=234.789028ms)
Iterations metric 2: 1631509151744.000000 (time per=4.883987ns)
Iterations metric 3: 39155027410944.000000 (time per=203.505668ps)

That took 7968.270020 seconds.
